{"templateName":"fundamentals-template","cssClassNames":"fundamentals-page page basicpage summit-page","canonicalLink":"https://www.snowflake.com/ko/artificial-intelligence/industries/ai-in-cybersecurity/","robotsTags":["index","follow"],"allowedRenditionsWidth":["320","480","640","768","960","1200","1440","1920"],"description":"사이버 보안에서 AI가 위협 감지와 대응 자동화, 방어 체계 강화에 어떻게 기여하는지 알아보세요. 주요 사용 사례와 이점, 향후 전망을 살펴보세요.","language":"ko","title":"사이버 보안에서의 AI: 작동 방식과 주요 사용 사례 및 이점","analyticsPageType":"homepage","analyticsCategory":"general","analyticsSubCategory":"","excludeFromAnalytics":false,":mappedPath":"/ko/artificial-intelligence/industries/ai-in-cybersecurity/",":type":"snowflake-site/components/structure/page",":items":{"root":{"columnCount":12,"columnClassNames":{"experiencefragment-banner":"aem-GridColumn aem-GridColumn--default--12","experiencefragment-header":"aem-GridColumn aem-GridColumn--default--12","responsivegrid":"aem-GridColumn aem-GridColumn--default--12","experiencefragment-footer":"aem-GridColumn aem-GridColumn--default--12 aem-GridColumn--offset--default--0 aem-GridColumn--default--none","experiencefragment":"aem-GridColumn aem-GridColumn--default--12 aem-GridColumn--offset--default--0 aem-GridColumn--default--none","markup_editor":"aem-GridColumn aem-GridColumn--default--12","modal_container":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12",":items":{"experiencefragment-banner":{"id":"experiencefragment-4294abfb1e","localizedFragmentVariationPath":"/content/experience-fragments/snowflake-site/language-masters/ko/site/pushdown-banner/master/jcr:content","configured":true,":type":"snowflake-site/components/experiencefragment",":items":{"root":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"pushdown_banner_copy":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-52572bfddb",":type":"snowflake-site/components/container",":items":{"pushdown_banner_copy":{"id":"pushdown-banner-dfb5a69032","contentHeadline":"Snowflake World Tour가 여러분의 도시를 찾아갑니다","contentDescription":"선도적인 팀들이 에이전트를 대규모로 배포하는 방식을 확인해 보세요. 가까운 개최 도시를 찾아보세요.","contentJustifyContent":"center","linkStyle":"text-white","linkCTA":{"id":"link-cta","heapButtonClasses":["pushdown_banner"],"showOutboundIcon":false,"buttonLink":{"valid":true,"attributes":{"target":"_blank"},"url":"/en/world-tour/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"무료 등록"},":type":"snowflake-site/components/pushdown-banner","appliedCssClassNames":"snowflake-pushdown-banner-text-white snowflake-pushdown-banner-background-black"}},":itemsOrder":["pushdown_banner_copy"]},"image":{":type":"nt:unstructured"},"cq:metadata":{":type":"nt:unstructured"}},":itemsOrder":["root","image","cq:metadata"],"classNames":"aem-xf"},"experiencefragment-header":{"id":"experiencefragment-026c4083c0","localizedFragmentVariationPath":"/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/jcr:content","configured":true,":type":"snowflake-site/components/experiencefragment",":items":{"root":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"mega_header":"aem-GridColumn aem-GridColumn--default--12","markup_editor":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-2cc0bfd3bd",":type":"snowflake-site/components/container",":items":{"markup_editor":{"id":"markup-editor-2f2398ad71","title":" ","cssContent":".footer-nav__link-group .snowflake-button-container,.subnav__item--button,.snowflake-card-v2-advanced-button .snowflake-button-container{justify-content:flex-start}.mega-nav__sign-in.snowflake-button-container{display:none}@media screen and (min-width:768px){.mega-nav__sign-in.snowflake-button-container{display:inline-block;font-family:'Texta',sans-serif;font-weight:800 !important}}@media screen and (min-width:1024px) and (max-width:1199px){.snowflake-mega-nav-header-buttons-container .snowflake-button-blue .snowflake-button-container{font-size:13px !important}.snowflake-language-navigation .language-icon{width:18px !important;height:18px !important;margin-right:4px !important}}.mega-nav__sign-in svg{display:none}.nav-item__platform-parent-why-sf.snowflake-mega-nav-nav-item\u003Ea:hover,.nav-item__platform-parent.snowflake-mega-nav-nav-item\u003Ea:hover{background-color:transparent !important}.nav-platform-sidebar .snowflake-mega-nav-nav-item:hover.blue-icon .snowflake-mega-nav-nav-item-icon__inner{background-color:var(--ui-01) !important}@media screen and (min-width:1024px){.snowflake-mega-nav-navigation-dropdown{overflow:hidden}.meganav-platform-features{padding-left:64px}.meganav-platform-features::before{content:'';transform:translateX(-64px);display:block;z-index:0;width:100%;height:100%;position:absolute;top:0;background:#f7f9fa}.nav-item--si.snowflake-mega-nav-nav-item\u003Ea:hover{background-color:transparent}.nav-item--si{border-bottom:1px solid #ccc;padding-bottom:16px;margin-bottom:8px}.nav-item__platform-parent{border-bottom:1px solid #ccc;margin-bottom:8px;padding-bottom:16px}.nav-item__platform-parent-why-sf .snowflake-mega-nav-nav-item-description::after{content:'Snowflake로 실현하는 가치 \u003E';display:block;color:var(--ui-01);margin-top:16px}.nav-item__platform-parent .snowflake-mega-nav-nav-item-description::after{content:'플랫폼 살펴보기 \u003E';display:block;color:var(--ui-01);margin-top:16px}}@media screen and (min-width:1367px){.snowflake-mega-nav-nav-item-description{font-size:13px !important;line-height:20px !important}.snowflake-mega-nav-nav-item-title-wrapper\u003E.snowflake-mega-nav-nav-item-title{font-size:17px !important}.nav-item__platform-parent-why-sf .snowflake-mega-nav-nav-item-title,.nav-item__platform-parent .snowflake-mega-nav-nav-item-title{font-size:24px !important;line-height:32px !important;margin-bottom:8px !important}.nav-item__platform-parent-why-sf .snowflake-mega-nav-nav-item-description,.nav-item__platform-parent .snowflake-mega-nav-nav-item-description{font-size:14px !important;line-height:20px !important}}html.wf-texta-n9-loading .display-1-v2{font-size:48px!important;line-height:50px!important;letter-spacing:-.5px!important;font-family:sans-serif!important}html.wf-texta-n9-loading .heading-4-v2{font-size:18px!important;line-height:24px!important;font-family:sans-serif!important}@media screen and (min-width:768px){html.wf-texta-n9-loading .display-2-v2{font-size:48px!important;line-height:50px!important;font-family:sans-serif!important}html.wf-texta-n9-loading .display-1-v2{font-size:55.5px!important;line-height:54px!important;letter-spacing:-.5px!important;font-family:sans-serif!important}html.wf-lato-n4-loading .body-2,html.wf-lato-n4-loading .heading-5-v2,html.wf-lato-n4-loading .snowflake-card-v2-advanced-text .snowflake-text p{font-size:15.5px!important;font-family:sans-serif!important}html.wf-texta-n9-loading .heading-2,html.wf-texta-n9-loading .heading-2-v2{font-size:34px!important;line-height:38px!important;letter-spacing:-.75px!important;font-family:sans-serif!important}html.wf-texta-n8-loading .heading-6-v2.snowflake-mega-nav-navigation-title{font-size:13.5px!important;font-family:sans-serif!important}html.wf-texta-n8-loading .heading-4,html.wf-texta-n8-loading .snowflake-button-container,html.wf-texta-n8-loading .snowflake-button-regular .snowflake-button-container{font-size:13px!important;line-height:20px!important;letter-spacing:.25px!important;font-family:sans-serif!important}}@media screen and (min-width:1024px){html.wf-lato-n4-loading .snowflake-mega-nav-nav-item-description{font-size:11.5px!important;font-family:sans-serif!important}html.wf-lato-n4-loading .body-2,html.wf-lato-n4-loading .text-size-regular .snowflake-text li,html.wf-lato-n4-loading .text-size-regular .snowflake-text p,html.wf-lato-n4-loading .text-size-regular .snowflake-text span[data-testid=text-content],html.wf-lato-n4-loading .text-size-regular.cq-Editable-dom li,html.wf-lato-n4-loading .text-size-regular.cq-Editable-dom p,html.wf-lato-n4-loading .text-size-regular.cq-Editable-dom span[data-testid=text-content]{font-size:13.5px!important;font-family:sans-serif!important}html.wf-texta-n8-loading .snowflake-button-compact .snowflake-button-container{font-size:12px!important;letter-spacing:0!important;line-height:18px!important}}@media screen and (min-width:1367px){html.wf-lato-n4-loading .hp-hero__eyebrow a\u003Eb:first-child{font-size:11px!important;font-family:sans-serif!important}html.wf-texta-n8-loading .hp-hero__eyebrow a{font-size:13px!important;font-family:sans-serif!important}html.wf-texta-n9-loading .display-2-v2{font-size:61px!important;line-height:60px!important;font-family:sans-serif!important}html.wf-texta-n9-loading .display-1-v2{font-size:74.5px!important;line-height:74px!important;letter-spacing:-.75px!important;font-family:sans-serif!important}html.wf-texta-n9-loading .heading-2,html.wf-texta-n9-loading .heading-2-v2{font-size:41px!important;letter-spacing:-.75px!important;font-family:sans-serif!important}html.wf-texta-n9-loading .heading-3-v2{font-family:sans-serif!important;letter-spacing:-.75px!important;font-size:33.75px!important}html.wf-texta-n9-loading .heading-4-v2{font-size:19.5px!important;line-height:26px!important;font-family:sans-serif!important}html.wf-texta-n8-loading .heading-6-v2{font-size:12px!important;font-family:sans-serif!important}html.wf-texta-n8-loading .heading-6-v2.snowflake-mega-nav-navigation-title{font-size:14px!important;font-family:sans-serif!important}html.wf-lato-n4-loading .body-1,html.wf-lato-n4-loading .cq-Editable-dom[data-cq-data-path*=text] ol\u003Eli,html.wf-lato-n4-loading .snowflake-text li,html.wf-lato-n4-loading .snowflake-text p,html.wf-lato-n4-loading .text-size-large .snowflake-text li,html.wf-lato-n4-loading .text-size-large .snowflake-text p,html.wf-lato-n4-loading .text-size-large .snowflake-text span[data-testid=text-content],html.wf-lato-n4-loading .text-size-large.cq-Editable-dom li,html.wf-lato-n4-loading .text-size-large.cq-Editable-dom p,html.wf-lato-n4-loading .text-size-large.cq-Editable-dom span[data-testid=text-content],html.wf-lato-n4-loading.cq-Editable-dom[data-cq-data-path*=text]\u003Ep,html.wf-lato-n4-loading.cq-Editable-dom[data-cq-data-path*=text]\u003Eul\u003Eli{font-size:17.5px!important;font-family:sans-serif!important}html.wf-lato-n4-loading .body-2,html.wf-lato-n4-loading .text-size-regular .snowflake-text li,html.wf-lato-n4-loading .text-size-regular .snowflake-text p,html.wf-lato-n4-loading .text-size-regular .snowflake-text span[data-testid=text-content],html.wf-lato-n4-loading .text-size-regular.cq-Editable-dom li,html.wf-lato-n4-loading .text-size-regular.cq-Editable-dom p,html.wf-lato-n4-loading .text-size-regular.cq-Editable-dom span[data-testid=text-content],html.wf-texta-n8-loading .snowflake-button-link .snowflake-button-container,html.wf-texta-n8-loading .snowflake-button-link-back .snowflake-button-container{font-size:15.5px!important;font-family:sans-serif!important}html.wf-lato-n4-loading .body-3,html.wf-lato-n4-loading .text-size-small .snowflake-text li,html.wf-lato-n4-loading .text-size-small .snowflake-text p,html.wf-lato-n4-loading .text-size-small .snowflake-text span[data-testid=text-content],html.wf-lato-n4-loading .text-size-small.cq-Editable-dom li,html.wf-lato-n4-loading .text-size-small.cq-Editable-dom p,html.wf-lato-n4-loading .text-size-small.cq-Editable-dom span[data-testid=text-content]{font-size:13.5px!important;font-family:sans-serif!important}}#industryPlatformSection,.sc-hero{background-position:top left;background-size:20% auto}.bwalignc,.bwalignr{list-style-position:inside}.snowflake-text p sup{font-size:10px}#industryPlatformSection .industry-platform__row .snowflake-flexible-column-container-items,.button-group-pair\u003E.container\u003E.cmp-container\u003E.aem-container,.snowflake-hero-system-content-container{gap:16px}.agenda-item p,.button-group-pair\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv,.partner-details p{margin:0!important}.button-group-pair\u003E.container\u003E.cmp-container\u003E.aem-container::after,.button-group-pair\u003E.container\u003E.cmp-container\u003E.aem-container::before,.hide-logo .snowflake-case-study-card-logo,.partner-page__powered-by-logo,.sc-hero div.code-toolbar\u003E.toolbar,.snowflake-card-v2-advanced.no-link .snowflake-card-v2-advanced-button,.snowflake-partner-hero-card-badge-container{display:none!important}.section--card-mobile-carousel .snowflake-flexible-column-container-items-with-carousel{max-width:100%!important}@media screen and (min-width:768px){.button-group-pair .snowflake-button-container.inline-button--desktop,.button-group-pair\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:auto!important;display:inline-block!important}.button-group-pair\u003E.container\u003E.cmp-container\u003E.aem-container{align-items:center;justify-content:flex-start!important}.button-group-pair.center\u003E.container\u003E.cmp-container\u003E.aem-container{justify-content:center!important}.section--card-mobile-carousel{margin-left:var(--tablet-portrait-margin,48px)!important;margin-right:var(--tablet-portrait-margin,48px);width:calc(100% - 96px)!important;width:calc(100% - var(--tablet-portrait-margin) * 2)!important}}@media screen and (min-width:1024px){.section--card-mobile-carousel{margin-left:var(--tablet-horizontal-margin,48px)!important;margin-right:var(--tablet-horizontal-margin,48px);width:calc(100% - 96px)!important;width:calc(100% - var(--tablet-horizontal-margin) * 2)!important}.snowflake-mega-nav-header-mobile-icon{display:none!important}}@media screen and (min-width:1367px){.section--card-mobile-carousel{margin-left:var(--desktop-margin,6.5%)!important;margin-right:var(--desktop-margin,6.5%);width:87%!important;width:calc(100% - var(--desktop-margin) * 2)!important}.logo-container{min-width:143px}.sc-hero__headline .heading-1-v2{font-size:60px}.snowflake-mega-nav-navigation-title{font-size:17px}.snowflake-mega-nav-dropdown-footer-wrapper .snowflake-title-v2 .snowflake-title-v2-line:first-child{font-size:16px!important;line-height:24px!important}}.hero--home{overflow:hidden;background-color:var(--ui-01);z-index:2}.hp-hero__subheadline{width:90%}.hero--home .snowflake-button-container{transition:.3s}.hero--home .snowflake-button-primary a:hover,.hero--home .snowflake-button-secondary a:hover,.hero--home .snowflake-button-white a:hover{transition:.3s;background-color:var(--ui-02)!important;color:var(--ui-05)!important}.hero--home .snowflake-button-secondary a:hover{border-color:var(--ui-05)!important}.hero--home .snowflake-button-primary a:hover,.hero--home .snowflake-button-white a:hover{border-color:var(--ui-02)!important}.bwalignc,.hp-hero__eyebrow{text-align:center}.hp-hero__eyebrow a{display:inline-flex;flex-direction:column;justify-content:center;cursor:pointer;padding:8px;border-radius:var(--spacing-01);gap:8px;align-items:center;background-color:#45aee3;color:var(--ui-03);font-family:Texta,sans-serif;font-weight:800;font-size:16px;line-height:22px;transition:background-color .3s}.hp-hero__eyebrow a:hover{background-color:#7fc6ea;text-decoration:none;transition:background-color .3s}.hp-hero__eyebrow a\u003Eb:first-child{text-transform:uppercase;white-space:nowrap;display:inline-block;background-color:var(--ui-02);color:var(--ui-05);font-size:12px!important;line-height:16px!important;font-family:Lato,sans-serif;font-weight:500!important;padding:3px 6px;border-radius:2px;letter-spacing:1px}@media screen and (min-width:767px){.hp-hero__eyebrow{text-align:left}.hp-hero__eyebrow a{flex-direction:row;text-align:left}}.hero--home__inner .offset-video,.hero--home__inner .snowflake-experience-fragment,.offset-video__bg-image{max-height:200px;overflow:hidden}.hero--home__inner .offset-video .wistia-responsive-padding{padding-top:100%}.hero--home__inner .snowflake-experience-fragment,.offset-video__bg-image{position:absolute!important;top:0;left:0;width:100%}.offset-video__bg-image{z-index:-1}@media screen and (min-width:768px){.hero--home__inner .snowflake-experience-fragment,.offset-video,.offset-video__bg-image{position:absolute!important;max-height:none;top:0;left:0;width:250%;padding-bottom:250%;transform:translate(0,-50%);height:0}.workloads_7.unistore{max-width:317px}}.promo-banner--homepage{z-index:2}.homepage-banner-offset-container::after{content:\"\";display:block;position:absolute;bottom:0;z-index:1;left:0;width:100%;height:80%;background:#fff}.section--quicklinks .snowflake-button-full-width a{padding-left:24px!important;padding-right:24px!important;transition:box-shadow .25s cubic-bezier(.4,0,.2,1);text-align:left;display:flex;justify-content:center;align-items:center}.section--quicklinks .snowflake-button-full-width a:hover{box-shadow:0 16px 16px 0 rgb(0 0 0 / .16);transition:box-shadow .25s cubic-bezier(.4,0,.2,1)}.section--quicklinks .snowflake-button-container:focus-visible a::before,.section--quicklinks .snowflake-button-full-width a::before{content:\"\";width:23px;height:23px;flex-shrink:0;margin-right:12px;display:inline-block;background-size:cover;background-repeat:no-repeat;background-position:center}#industryPartnerSlider .snowflake-navigation-icon.swiper-button-disabled,#partnerResources .section--resource-hub a svg,.button-tabs span.snowflake-tabs-navigation-item:after,.customer-card--hide-cta .snowflake-case-study-card-button,.dot-tabs span.snowflake-tabs-navigation-item::after,.partner-sidebar__mobile-expand,html:not(.aem-AuthorLayer-initial):not(.aem-AuthorLayer-Edit) .tab-content:not(.is-active){display:none}.section--quicklinks .snowflake-button-full-width a.pricing::before{background-image:url(https://www.snowflake.com/content/dam/snowflake-site/general/icons/decorative-icons/pricing-icon.svg)}.section--quicklinks .snowflake-button-full-width a.snowflake_on_snowflake::before{background-image:url(https://www.snowflake.com/content/dam/snowflake-site/general/icons/navigation/nav-icon_snowflake-bug.svg)}.section--quicklinks .snowflake-button-full-width a.virtual_hands_on_labs::before{background-image:url(https://www.snowflake.com/content/dam/snowflake-site/general/icons/navigation/nav-icon__training.svg)}.section--quicklinks .snowflake-button-full-width a.weekly_demo::before{background-image:url(https://www.snowflake.com/content/dam/snowflake-site/general/icons/navigation/nav-icon__webinars.svg)}@media screen and (min-width:1024px){.hero--home__inner .snowflake-experience-fragment,.offset-video,.offset-video__bg-image{left:-50%}.section--quicklinks .snowflake-flexible-column-container-items{gap:24px}.snowflake-quote-item-inner{padding:32px 24px 24px!important}}#communitiesOuter_overflowBottomGray::after{max-height:100px}#caseStudyOuter_overflowBottomMidBlue::after{max-height:180px}#caseStudyInner .snowflake-case-study-card .snowflake-wistia-video{border-radius:0!important}#caseStudyInner .snowflake-case-study-card{box-shadow:none!important;border-radius:0}#caseStudyInner{max-width:1200px;margin:0 auto;box-shadow:rgb(152 162 179 / .1) 0 10px 20px 0,rgb(152 162 179 / .25) 0 2px 6px 0;border-radius:8px;overflow:hidden;position:relative;z-index:1}.case-study__logo-bar\u003E.snowflake-flexible-column-container-items{background:#f7f9fa;padding:32px 16px 40px}.case-study__logo-bar .cmp-image__image{width:90%;margin:0 auto;max-width:240px}.hp-platform__text-group\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:not(:first-child),.sc-sidebar__group .snowflake-button-link{margin-top:8px}.workloads_7.unistore{margin-left:auto;margin-right:auto}#homepageFootnotesInner .snowflake-simple-stat-disclaimer .snowflake-text p{color:#fff!important}.snowflake-simple-stat-disclaimer .snowflake-text p\u003Ea{border-bottom:1px solid var(--ui-03);color:var(--text-03)}.snowflake-card-v2-advanced{color:inherit}#workloadCardGridOuter .snowflake-card-v2-base-front{gap:0}.video-modal.snowflake-modal-window-open-inner{background-color:#fff0;padding:8px;border:none}.snowflake-container-arrow-dotted-faded .snowflake-container-arrow-dotted-faded-image{width:40%!important;max-width:420px;top:4%!important}.list--blue-bullets ul{margin:0!important;padding:0!important;list-style-type:none}.list--blue-bullets li{margin:0;padding:0 0 0 32px;position:relative}.list--blue-bullets li::before{content:\"\";display:block;border-radius:100%;background:#29b5e8;width:18px;height:18px;position:absolute;top:4px;left:0;border:5px solid #e5f2f7;box-sizing:border-box}.list--blue-bullets li:not(:last-child){margin-bottom:1rem}.logo-tabs .snowflake-navigation-container,.snowflake-simple-stat-content:empty,.summit-speaker-card .snowflake-card-v2-advanced-text{margin-bottom:0}#techResourceInner,#techResourceOuter,div.overflow-bottom--blue,div.overflow-bottom--gray,div.overflow-bottom--mid-blue,div.overflow-bottom--white,div.overflow-top--blue,div.overflow-top--gray,div.overflow-top--mid-blue,div.overflow-top--white,div[id$=overflowBottomGray],div[id$=overflowBottomMidBlue],div[id$=overflowTopBlue],div[id$=overflowTopGray]{position:relative}div.overflow-bottom--blue::after,div.overflow-bottom--gray::after,div.overflow-bottom--mid-blue::after,div.overflow-bottom--white::after,div.overflow-top--blue::after,div.overflow-top--gray::after,div.overflow-top--mid-blue::after,div.overflow-top--white::after,div[id$=overflowBottomGray]::after,div[id$=overflowBottomMidBlue]::after,div[id$=overflowBottomWhite]::after,div[id$=overflowTopBlue]::after,div[id$=overflowTopGray]::after,div[id$=overflowTopWhite]::after{content:\"\";display:block;position:absolute;left:0;width:100%;height:40%}div.overflow-top--blue::after,div.overflow-top--gray::after,div.overflow-top--mid-blue::after,div.overflow-top--white::after,div[id$=overflowTopBlue]::after,div[id$=overflowTopGray]::after,div[id$=overflowTopWhite]::after{top:0}div.overflow-bottom--blue::after,div.overflow-bottom--gray::after,div.overflow-bottom--mid-blue::after,div.overflow-bottom--white::after,div[id$=overflowBottomGray]::after,div[id$=overflowBottomMidBlue]::after,div[id$=overflowBottomWhite]::after{bottom:0}div.overflow-bottom--white::after,div.overflow-top--white::after,div[id$=overflowBottomWhite]::after,div[id$=overflowTopWhite]::after{background:#fff!important}div.overflow-bottom--gray::after,div.overflow-top--gray::after,div[id$=overflowBottomGray]::after,div[id$=overflowTopGray]::after{background:#f6f9fa!important}div.overflow-bottom--mid-blue::after,div.overflow-top--mid-blue::after,div[id$=overflowBottomMidBlue]::after,div[id$=overflowTopMidBlue]::after{background:#11567f!important}div.overflow-bottom--blue::after,div.overflow-top--blue::after,div[id$=overflowBottomBlue]::after,div[id$=overflowTopBlue]::after{background:#259edc!important}.snowflake-premium-content-banner.promo-banner--no-shadow{box-shadow:none!important}#industryPartnerSlider .cmp-image__image,#industryPartnerSlider .section--partner-tabs .snowflake-image-container .cmp-image__image,#partnerSidebar,.has-shadow .cmp-image__image{box-shadow:0 10px 20px 0 rgb(152 162 179 / .1),0 2px 6px 0 rgb(152 162 179 / .25)}.content-chip--has-desc{align-items:flex-start;padding:20px!important}.content-chip--has-desc .snowflake-content-chip-image{max-width:100px}.content-chip--has-desc .snowflake-content-chip-image__image{aspect-ratio:1}.content-chip--has-desc .snowflake-title-v2-line:first-child{font-size:18px!important}.content-chip--has-desc .snowflake-title-v2-line:nth-child(2){color:#000!important;font-weight:500!important;font-size:16px!important;line-height:22px!important;margin-top:2px!important}.content-chip--has-desc .snowflake-content-chip-button{margin-top:6px!important;font-size:18px!important;display:none}.square-image .snowflake-content-chip-image{aspect-ratio:1;max-width:120px}.section--logo-bar.smaller-logos .snowflake-image-container .cmp-image__image{max-width:200px;margin:0 auto}.snowflake-card-v2-advanced-tag,.snowflake-content-chip-tag{padding:3px 6px!important}.sc-overview__webinar-promo-banner .snowflake-content-chip-button,.snowflake-card-v2-advanced-title:first-child,.summit-pricing-block__aside ul{margin-top:0}.dot-tabs .snowflake-navigation-container .snowflake-tabs-navigation-item{width:40px;height:40px;display:flex;justify-content:center;align-items:center;margin:0!important}.dot-tabs .snowflake-navigation-container .snowflake-tabs-navigation-item p{width:12px;height:12px;background:var(--ui-12);border-radius:100%}.dot-tabs .snowflake-navigation-container .snowflake-tabs-navigation-item p,.logo-tabs .snowflake-navigation-container .snowflake-tabs-navigation-item p{font-size:0!important}.dot-tabs .snowflake-navigation-container .snowflake-tabs-navigation-item.active p{background:var(--ui-01)}.button-tabs .snowflake-navigation-container .swiper-wrapper{padding:8px 0}.button-tabs .snowflake-navigation-container .swiper-slide{margin:0 6px}.button-tabs .snowflake-navigation-container .snowflake-tabs-navigation-item{padding:8px 24px;background-color:#f6f9fa;border-radius:48px;margin:0}.button-tabs .snowflake-navigation-container .snowflake-tabs-navigation-item p{text-transform:uppercase;font-family:Texta,sans-serif;font-weight:700}.button-tabs .border-top{border-top:1px solid #ccc}.button-tabs .snowflake-navigation-container .snowflake-tabs-navigation-item.active{background-color:var(--ui-01);box-shadow:0 2px 6px 0 rgb(152 162 179 / .25),0 10px 20px 0 rgb(152 162 179 / .1)}.button-tabs .snowflake-navigation-container .snowflake-tabs-navigation-item.active p{color:#fff}.button-tabs.has-icons .snowflake-navigation-container .snowflake-tabs-navigation-item p::before{content:\"\";display:inline-block;width:20px;height:20px;background-size:contain;background-repeat:no-repeat;background-position:center center;margin-right:12px;vertical-align:middle;margin-top:-3px}.logo-tabs .snowflake-navigation-container .snowflake-tabs-navigation-item{width:220px;padding-bottom:50%;height:0;margin:0 8px!important;background-size:cover;background-repeat:no-repeat;opacity:.5;transition:opacity .3s}.logo-tabs .snowflake-navigation-container .snowflake-tabs-navigation-item:hover{opacity:.75;transition:opacity .3s}.logo-tabs .snowflake-navigation-container .snowflake-tabs-navigation-item.active{opacity:1;transition:opacity .3s}.dot-tabs .aem-container.cmp-tabs,.logo-tabs .aem-container.cmp-tabs{display:flex;flex-direction:column-reverse}.snowflake-icon.is-center{margin:0 auto;display:block}#industryPartnerSlider .snowflake-flexible-column-container-items,#partnerLogoSquare .snowflake-flexible-column-container-items{gap:24px}#techResourceOuter::after{content:\"\";display:block;position:absolute;top:0;left:0;width:100%;height:40%;background:#f6f9fa}#techResourceInner{z-index:1}.partner-tier-tag h6{display:inline-block!important;padding:2px 6px;border-radius:2px;color:#666}.partner-tier-tag.registered h6{background-color:#f6f9fa}.partner-tier-tag.elite h6{background-color:#11567f;color:#fff}.partner-tier-tag.premier h6{background-color:#b14c77;color:#fff}.partner-tier-tag.select h6{background-color:#5094a0;color:#fff}.partner-details\u003Espan{display:flex;gap:24px}.partner-details a{color:inherit!important;font-weight:400!important}.partner-details p::before{content:\"\";display:inline-block;vertical-align:middle;width:16px;height:16px;background-repeat:no-repeat;background-position:center;transform:translateY(-1px);background-size:auto 90%;margin-right:6px}.partner-details__location::before{background-image:url(\"data:image/svg+xml,%3Csvg width='13' height='18' viewBox='0 0 13 18' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M6.25 17.7531C6.4375 17.7531 6.6 17.6844 6.7375 17.5531C6.875 17.4219 6.95 17.2531 6.95 17.0531C6.95 16.8531 7.075 16.4281 7.3 15.7969C7.5875 15.0281 7.925 14.3156 8.30625 13.6406C8.8 12.7781 9.3125 12.1031 9.85 11.6094C10.75 10.7969 11.4125 9.96563 11.85 9.12188C12.2875 8.27813 12.5063 7.40313 12.5063 6.49063C12.5063 5.36563 12.2187 4.31563 11.6437 3.33438C11.0937 2.40313 10.3438 1.65938 9.4 1.10938C8.43125 .534376 7.375 .246876 6.24375 .246876C5.1125 .246876 4.06875 .534376 3.0875 1.10938C2.15625 1.65938 1.4125 2.40313 .862498 3.33438C.287498 4.31563 0 5.36563 0 6.49063C0 7.47188 .262499 8.42813 .787499 9.35938C1.14375 10.0031 1.65625 10.6656 2.3125 11.3344C2.75625 11.8031 3.24375 12.4781 3.78125 13.3656C4.225 14.0969 4.63125 14.8594 5 15.6656C5.35 16.3844 5.53125 16.8531 5.55625 17.0656C5.55625 17.2594 5.625 17.4156 5.7625 17.5531C5.9 17.6844 6.0625 17.7531 6.25 17.7531ZM6.16875 14.9156C5.775 14.0656 5.325 13.2469 4.825 12.4594C4.275 11.5594 3.7625 10.8719 3.28125 10.3969C2.625 9.71563 2.1375 9.05938 1.825 8.43438C1.5125 7.80313 1.35625 7.16563 1.35625 6.50313C1.35625 5.61563 1.575 4.80313 2.0125 4.05313C2.45 3.30313 3.04375 2.71563 3.7875 2.27813C4.5375 1.84063 5.35 1.62188 6.2375 1.62188C7.125 1.62188 7.9375 1.84063 8.6875 2.27813C9.4375 2.71563 10.0312 3.30313 10.475 4.04688C10.9187 4.80313 11.1375 5.62188 11.1375 6.50313C11.1375 7.90313 10.3937 9.26563 8.9125 10.5969C8.35 11.1094 7.8125 11.7906 7.3 12.6406C6.88125 13.3344 6.50625 14.0969 6.16875 14.9219V14.9156ZM6.26875 8.36563C6.65625 8.36563 7.01875 8.26563 7.35625 8.07188C7.69375 7.87813 7.95625 7.60938 8.14375 7.28438C8.3375 6.95313 8.43125 6.59063 8.43125 6.19688C8.43125 5.80313 8.33125 5.43438 8.1375 5.10313C7.9375 4.76563 7.675 4.50313 7.3375 4.31563C7 4.12813 6.6375 4.02813 6.24375 4.02813C5.85 4.02813 5.4875 4.12813 5.15625 4.32188C4.825 4.52188 4.56875 4.78438 4.375 5.12188C4.18125 5.45938 4.0875 5.82188 4.0875 6.20938C4.0875 6.59688 4.1875 6.95938 4.38125 7.29688C4.58125 7.63438 4.84375 7.89688 5.18125 8.08438C5.51875 8.27813 5.88125 8.37188 6.26875 8.37188V8.36563ZM6.24375 7.50313C5.8875 7.50313 5.575 7.37188 5.31875 7.11563C5.0625 6.85938 4.93125 6.55313 4.93125 6.19063C4.93125 5.82813 5.0625 5.52188 5.31875 5.26563C5.575 5.00938 5.88125 4.87813 6.24375 4.87813C6.60625 4.87813 6.9125 5.00938 7.16875 5.26563C7.425 5.52188 7.55625 5.82813 7.55625 6.19063C7.55625 6.55313 7.425 6.85938 7.16875 7.11563C6.9125 7.37188 6.60625 7.50313 6.24375 7.50313Z' fill='%2329B5E8'/%3E%3C/svg%3E%0A\")}.partner-details__website::before{background-image:url(\"data:image/svg+xml,%3Csvg width='18' height='16' viewBox='0 0 18 16' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath d='M2.61587 2.96889C2.61587 2.75109 2.79633 2.57062 3.01413 2.57062C3.23192 2.57062 3.41238 2.75109 3.41238 2.96889C3.41238 3.18669 3.23192 3.36716 3.01413 3.36716C2.79633 3.36716 2.61587 3.18669 2.61587 2.96889ZM4.21512 2.96889C4.21512 2.75109 4.39558 2.57062 4.61338 2.57062C4.83117 2.57062 5.01163 2.75109 5.01163 2.96889C5.01163 3.18669 4.83117 3.36716 4.61338 3.36716C4.39558 3.36716 4.21512 3.18669 4.21512 2.96889ZM5.81438 2.96889C5.81438 2.75109 5.99484 2.57062 6.21264 2.57062C6.43043 2.57062 6.61089 2.75109 6.61089 2.96889C6.61089 3.18669 6.43043 3.36716 6.21264 3.36716C5.99484 3.36716 5.81438 3.18669 5.81438 2.96889ZM17.2518 .697559H1.19085C.811258 .697559 .506348 1.0025 .506348 1.38209V14.6179C.506348 14.9975 .811258 15.3024 1.19085 15.3024H17.2518C17.6314 15.3024 17.9363 14.9975 17.9363 14.6179V1.38209C17.9363 1.0025 17.6314 .697559 17.2518 .697559ZM16.5673 2.06035V3.90853H1.86914V2.06035H16.5673ZM1.86914 13.9334V4.78593H16.5673V13.9334H1.86914Z' fill='%2329B5E8'/%3E%3C/svg%3E%0A\")}#partnerSidebar{border-radius:4px;background-color:#fff;padding:24px 24px 32px;border-bottom:6px solid #29b5e8}#partnerSidebar h5,.newsletter-disclaimer p{font-size:14px!important}#partnerSidebar ul{margin-top:0;list-style-type:none;padding:0;display:flex;flex-wrap:wrap;gap:8px}#partnerSidebar li{border:1px solid;border-radius:2px;padding:0 4px!important;font-size:11px!important;letter-spacing:.25px;text-transform:uppercase}div.snowflake-partner-hero-card{width:100%;margin:0}.partner-details__logo{max-width:380px;margin:0 auto}@media screen and (max-width:767px){.left-alignment .hp-hero__subheadline{margin-left:auto;margin-right:auto}.left-alignment .hp-hero__headline .snowflake-title-v2-line,.left-alignment .hp-hero__subheadline .snowflake-title-v2-line{text-align:center}.hero--home__inner .snowflake-flexible-column-container-items-top-padding-large{padding-top:var(--spacing-02)}.section--logo-bar\u003E.snowflake-flexible-column-container-items{display:flex;flex-wrap:wrap;flex-direction:row;justify-content:center;gap:8px}.section--logo-bar\u003E.snowflake-flexible-column-container-items\u003Ediv{width:calc(33.33% - 8px)}.partner-sidebar__mobile-expand{display:inline-block;color:#249edc;border-color:#249edc!important}#partnerSidebar li:nth-child(n+6),.summit-nav__links .snowflake-button-tertiary{display:none}.sc-body__sidebar{background-color:#f6f9fa;padding:24px}.sc-body__content{padding:0 24px 24px}.summit-speaker-card .snowflake-card-v2-advanced-content{padding:24px}}#partnerResources h6,.snowflake-tabs-navigation-item p.body-1{font-size:16px!important}#partnerResources .section--resource-hub{padding:0 16px}#partnerResources .section--resource-hub a,.bwalignl{text-align:left}@media screen and (max-width:1023px){.hero--workload .snowflake-hero-system-media-container{width:100%}}.section--timely-content .snowflake-content-chip,.snowflake-mega-nav-dropdown-footer-wrapper{align-items:center}.section--timely-content .snowflake-content-chip-image{max-width:94px}.section--timely-content .snowflake-content-chip-image__inner{line-height:0}.section--timely-content .snowflake-content-chip-image__image{aspect-ratio:1;height:auto}.section--workload-overview .workload-overview__headline{max-width:280px;margin:0 auto}#industryPartnerSlider .swiper-slide{margin-top:0!important;padding:0 12px}#industryPartnerSlider .snowflake-tabs-navigation-item{margin-left:0!important;margin-right:0!important}#industryPartnerSlider .snowflake-premium-content-banner-background-grad-white .snowflake-premium-content-banner{box-shadow:none}#industryPartnerSlider .logo-slider__slide .aem-container{display:flex;padding:0 8px!important;flex-wrap:wrap;gap:16px!important;justify-content:center}#industryPartnerSlider .logo-slider__slide .aem-container\u003Ediv{width:48%;max-width:200px}#useCaseTabs{padding-top:24px;padding-bottom:24px;padding-right:24px}#useCaseTabs .tab-content.is-active{display:block}#useCaseTabs .vert-tab{border-bottom:1px solid #a0bbcc;padding-bottom:16px}#useCaseTabs .vert-tab p{display:inline-block}#useCaseTabs .vert-tab p:hover{cursor:pointer}#useCaseTabs .vert-tab p,#useCaseTabs .vert-tab.is-active p.not-active{color:#249edc}#useCaseTabs .vert-tab p.is-active,#useCaseTabs .vert-tab.is-active p{color:#000}#industryPlatformSection{background-image:url(/adobe/dynamicmedia/deliver/dm-aid--db074ad5-7122-4c51-87a3-76c3aa466182/double-arrow-bg%403x.png);background-repeat:no-repeat}.snowflake-text p.featured-quote__source{font-weight:900!important;text-transform:uppercase;font-size:16px!important;margin-top:2rem!important}.snowflake-text p.featured-quote__title{margin-top:0!important;font-size:16px!important}.snowflake-case-study-card-logo img{width:auto!important;height:100px!important;transform:translateX(-15%)}.snowflake-quote-item-quote-text{font-weight:600!important}#customerStoryStatsInner\u003E.container\u003E.cmp-container\u003E.aem-container{display:flex;flex-direction:row}#customerStoryStat1,#customerStoryStat2{max-width:240px}#storyHighlights{border-radius:4px;padding:1rem}.sc-overview__webinar-promo-banner .snowflake-content-chip-content .snowflake-title-v2-line,.summit-pricing-block__tile .black-blue-text-color .snowflake-title-v2-line{color:#000!important}.snowflake-youtube-embedded-wrapper{border-radius:var(--small-border-radius)}#arcticNavItem::before,#offset::before,#open-source::before{color:var(--text-05);font-family:Texta,sans-serif!important}#offset,.sc-architecture-caption{margin-top:16px}.hero--press .snowflake-title-v2-line{text-transform:none!important}@media screen and (min-width:768px){.subpage-timely-content__inner\u003E.snowflake-flexible-column-container-items{box-shadow:0 10px 20px 0 rgb(152 162 179 / .1),0 2px 6px 0 rgb(152 162 179 / .25);padding:var(--spacing-04);border-radius:4px;overflow:hidden}#partnerLogoSquare{padding:0 0 0 48px}.hero--workload .snowflake-container{max-width:1440px;margin:0 auto!important;align-items:center}#industryPartnerSlider.snowflake-flexible-column-container-2-column-40-60\u003E.snowflake-flexible-column-container-items{grid-template-columns:minmax(40%,4fr) minmax(0,6fr)}#industryPartnerSlider .swiper-slide{padding:0 24px}.sc-body{padding:48px}.sc-body\u003E.snowflake-flexible-column-container-items{grid-template-columns:7fr 3fr;gap:124px}}.snowflake-button-container.has-icon{display:inline-flex;justify-content:center;align-items:center;text-align:left}.snowflake-button-container.has-icon::before{content:\"\";display:inline-block;width:20px;height:20px;margin-right:12px;background-size:contain;background-repeat:no-repeat;background-position:center}.snowflake-button-container.is-video::before{background-image:url(\"data:image/svg+xml,%3Csvg width='18' height='18' viewBox='0 0 18 18' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath d='M9 1.28663C13.2523 1.28663 16.7134 4.74768 16.7134 9C16.7134 13.2523 13.2523 16.7134 9 16.7134C4.74768 16.7198 1.28663 13.2588 1.28663 9C1.28663 4.74124 4.74768 1.28663 9 1.28663ZM9 0C4.0336 0 0 4.0336 0 9C0 13.9664 4.0336 18 9 18C13.9728 18 18 13.9664 18 9C18 4.0336 13.9728 0 9 0Z' fill='white'/%3E%3Cpath d='M7.75106 6.18211C7.42941 6.16925 7.16565 6.42658 7.16565 6.74823V11.2772C7.16565 11.7082 7.65457 11.9848 8.02126 11.7597L11.7975 9.4952C12.1578 9.27647 12.1578 8.74252 11.7975 8.52379L8.02126 6.25931C7.93763 6.21428 7.84756 6.18211 7.75106 6.18211Z' fill='white'/%3E%3C/svg%3E%0A\")}.snowflake-button-container.is-github::before{background-image:url(\"data:image/svg+xml,%3Csvg width='20' height='21' viewBox='0 0 20 21' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M10 .651794C4.475 .651794 0 5.12679 0 10.6518C0 15.0768 2.8625 18.8143 6.8375 20.1393C7.3375 20.2268 7.525 19.9268 7.525 19.6643C7.525 19.4268 7.5125 18.6393 7.5125 17.8018C5 18.2643 4.35 17.1893 4.15 16.6268C4.0375 16.3393 3.55 15.4518 3.125 15.2143C2.775 15.0268 2.275 14.5643 3.1125 14.5518C3.9 14.5393 4.4625 15.2768 4.65 15.5768C5.55 17.0893 6.9875 16.6643 7.5625 16.4018C7.65 15.7518 7.9125 15.3143 8.2 15.0643C5.975 14.8143 3.65 13.9518 3.65 10.1268C3.65 9.03929 4.0375 8.13929 4.675 7.43929C4.575 7.18929 4.225 6.16429 4.775 4.78929C4.775 4.78929 5.6125 4.52679 7.525 5.81429C8.325 5.58929 9.175 5.47679 10.025 5.47679C10.875 5.47679 11.725 5.58929 12.525 5.81429C14.4375 4.51429 15.275 4.78929 15.275 4.78929C15.825 6.16429 15.475 7.18929 15.375 7.43929C16.0125 8.13929 16.4 9.02679 16.4 10.1268C16.4 13.9643 14.0625 14.8143 11.8375 15.0643C12.2 15.3768 12.5125 15.9768 12.5125 16.9143C12.5125 18.2518 12.5 19.3268 12.5 19.6643C12.5 19.9268 12.6875 20.2393 13.1875 20.1393C17.1375 18.8143 20 15.0643 20 10.6518C20 5.12679 15.525 .651794 10 .651794Z' fill='%23249EDC'/%3E%3C/svg%3E%0A\")}.snowflake-button-container.is-quickstart::before{background-image:url(\"data:image/svg+xml,%3Csvg width='15' height='21' viewBox='0 0 15 21' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath d='M13.8489 2.79368H11.6439V2.38493C11.6439 1.71368 11.1451 .967427 10.4251 .967427H8.94762C8.80887 .359927 8.37387 .299927 7.89762 .299927H7.23012C6.85512 .299927 6.26637 .299927 6.08637 .967427H4.68387C3.94887 .967427 3.35637 1.74368 3.35637 2.38493V2.79368H1.15137C.738867 2.79368 .401367 3.13118 .401367 3.54368V20.2537C.401367 20.6662 .738867 21.0037 1.15137 21.0037H13.8489C14.2614 21.0037 14.5989 20.6662 14.5989 20.2537V3.54368C14.5989 3.13118 14.2614 2.79368 13.8489 2.79368ZM4.29387 2.38493C4.29387 2.18243 4.54137 1.90493 4.68387 1.90493H6.50262C6.76137 1.90493 6.97137 1.69493 6.97137 1.43618C6.97137 1.33868 6.97887 1.27868 6.98637 1.24118C7.05012 1.23368 7.15512 1.23368 7.23387 1.23368H7.90137C7.95012 1.23368 8.00637 1.23368 8.05137 1.23368C8.05512 1.27868 8.05887 1.34243 8.05887 1.43243C8.05887 1.69118 8.26887 1.90118 8.52762 1.90118H10.4289C10.5301 1.90118 10.7101 2.14493 10.7101 2.38118V2.78993H4.29762V2.38118L4.29387 2.38493ZM13.0989 19.4999H1.90137V4.29368H13.0989V19.5037V19.4999Z' fill='%23249EDC'/%3E%3Cpath d='M3.82512 16.0424H11.1751C11.4339 16.0424 11.6439 15.8324 11.6439 15.5736V6.88486C11.6439 6.62611 11.4339 6.41611 11.1751 6.41611H3.82512C3.56637 6.41611 3.35637 6.62611 3.35637 6.88486V15.5736C3.35637 15.8324 3.56637 16.0424 3.82512 16.0424ZM4.29387 15.1049V13.3686H10.7064V15.1049H4.29387ZM10.7101 7.35361V12.4311H4.29762V7.35361H10.7101Z' fill='%23249EDC'/%3E%3Cpath d='M6.16512 9.35989H8.83887C9.09762 9.35989 9.30762 9.14989 9.30762 8.89114C9.30762 8.63239 9.09762 8.42239 8.83887 8.42239H6.16512C5.90637 8.42239 5.69637 8.63239 5.69637 8.89114C5.69637 9.14989 5.90637 9.35989 6.16512 9.35989Z' fill='%23249EDC'/%3E%3Cpath d='M6.16512 11.3624H8.83887C9.09762 11.3624 9.30762 11.1524 9.30762 10.8937C9.30762 10.6349 9.09762 10.4249 8.83887 10.4249H6.16512C5.90637 10.4249 5.69637 10.6349 5.69637 10.8937C5.69637 11.1524 5.90637 11.3624 6.16512 11.3624Z' fill='%23249EDC'/%3E%3C/svg%3E%0A\")}.snowflake-button-container.is-download::before{background-image:url(\"data:image/svg+xml,%3Csvg width='16' height='18' viewBox='0 0 16 18' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath d='M15.2017 17.1637H.798265C.364425 17.1637 0 16.7993 0 16.3655V12.3568C0 11.923 .364425 11.5585 .798265 11.5585C1.2321 11.5585 1.59653 11.923 1.59653 12.3568V15.5498H14.4035V12.3568C14.4035 11.923 14.7679 11.5585 15.2017 11.5585C15.6356 11.5585 16 11.923 16 12.3568V16.3655C16 16.7993 15.6529 17.1637 15.2017 17.1637Z' fill='%23249EDC'/%3E%3Cpath d='M7.94793 12.9642C7.84381 12.9642 7.73969 12.9468 7.63557 12.8947C7.34056 12.7733 7.14967 12.4783 7.14967 12.1485L7.18437 .938127C7.18437 .504287 7.5488 .139862 7.98264 .139862C8.41648 .139862 8.7809 .504287 8.7809 .938127L8.7462 10.257L12.8416 6.33509C13.154 6.02273 13.6746 6.04008 13.9696 6.35244C14.282 6.66481 14.2646 7.18542 13.9523 7.48043L8.50325 12.7386C8.36442 12.8774 8.15617 12.9642 7.94793 12.9642Z' fill='%23249EDC'/%3E%3Cpath d='M7.94793 12.9642C7.73969 12.9642 7.54881 12.8947 7.39262 12.7386L2.03037 7.53249C1.718 7.22012 1.70065 6.71687 2.01301 6.40451C2.32538 6.09214 2.82863 6.07479 3.141 6.38715L8.50325 11.5932C8.81562 11.9056 8.83297 12.4088 8.52061 12.7212C8.36442 12.8774 8.15617 12.9642 7.94793 12.9642Z' fill='%23249EDC'/%3E%3C/svg%3E%0A\")}.snowflake-button-container.is-expand::before{background-image:url(\"data:image/svg+xml,%3Csvg width='18' height='18' viewBox='0 0 18 18' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath d='M6.64375 10.9125C6.9375 11.2062 6.93125 11.6812 6.64375 11.9687L2.57502 16H3.79375C4.20625 16 4.54376 16.3375 4.54376 16.75C4.54376 17.1625 4.20625 17.5 3.79375 17.5H.756264C.556264 17.5 .36876 17.4187 .22501 17.2812C.22501 17.2812 .206248 17.25 .193748 17.2375C.143748 17.1812 .100004 17.1125 .0625038 17.0437C.0375038 16.9687 .0187492 16.8937 .0187492 16.8187C.0187492 16.8 .0062561 16.7813 .0062561 16.7625V13.725C.0187561 13.3125 .356257 12.9875 .768757 12.9937C1.16876 13 1.48752 13.325 1.50002 13.725V14.9688L5.5875 10.9187C5.88125 10.6312 6.35 10.6312 6.64375 10.9187V10.9125ZM17.5063 .743732C17.5063 .543732 17.425 .356235 17.2875 .218735C17.2875 .218735 17.2562 .199998 17.2437 .193748C17.1875 .137498 17.1188 .0937347 17.0438 .0624847C16.9688 .0374847 16.8938 .0187492 16.8188 .0187492C16.8 .0187492 16.7813 .00623703 16.7625 .00623703H13.725C13.3125 .00623703 12.975 .343745 12.975 .756245C12.975 1.16874 13.3125 1.50623 13.725 1.50623H14.9688L11.1312 5.37498C10.8437 5.67498 10.8563 6.14999 11.1563 6.43124C11.45 6.71249 11.9063 6.70624 12.1938 6.43124L16.0125 2.575V3.79375C16.0125 4.20625 16.35 4.54372 16.7625 4.54372C17.175 4.54372 17.5125 4.20625 17.5125 3.79375V.756245L17.5063 .743732ZM16.7562 12.9688C16.3437 12.9688 16.0063 13.3063 16.0063 13.7188V14.8937L12.1938 10.925C11.9063 10.625 11.4375 10.6188 11.1375 10.9063C10.8375 11.1938 10.8313 11.6625 11.1188 11.9625L15 16.0062H13.7188C13.3063 16.0062 12.9688 16.3437 12.9688 16.7562C12.9688 17.1687 13.3063 17.5063 13.7188 17.5063H16.7562C16.85 17.5063 16.95 17.4875 17.0375 17.45C17.0875 17.425 17.1313 17.3937 17.175 17.3625C17.2063 17.3437 17.2438 17.325 17.275 17.3C17.3313 17.2375 17.375 17.1687 17.4125 17.1C17.4188 17.0875 17.4375 17.075 17.4438 17.0562C17.45 17.025 17.4563 16.9938 17.4625 16.9625C17.4813 16.9 17.5 16.8375 17.5 16.7687V13.725C17.5 13.3125 17.1687 12.975 16.7562 12.975V12.9688ZM.750008 4.53125C1.16251 4.53125 1.50002 4.19374 1.50002 3.78124V2.5L5.59376 6.43124C5.89376 6.71874 6.36251 6.70626 6.65001 6.41251C6.93751 6.11876 6.92501 5.64375 6.63126 5.35625L2.61251 1.49998H3.7875C4.2 1.49998 4.53751 1.16249 4.53751 .749989C4.53751 .337489 4.2 0 3.7875 0H.743752C.668752 0 .600004 .0187355 .531254 .0437355C.506254 .0499855 .481263 .0437477 .462513 .0562477C.443763 .0687477 .425015 .0812462 .406265 .0937462C.337515 .124996 .275004 .168741 .218754 .224991H.212498C.212498 .224991 .175 .28125 .15625 .3125C.11875 .3625 .0812477 .4125 .0562477 .46875C.0374977 .525 .0249992 .587499 .0187492 .643749C.0124992 .674999 0 .712482 0 .743732V3.78124C0 4.19374 .337508 4.53125 .750008 4.53125Z' fill='white'/%3E%3C/svg%3E%0A\")}@keyframes slow-scroll{100%{transform:translateY(-50%)}}.sc-hero{overflow:hidden;background-color:#212d35;background-repeat:repeat-y;background-image:url(\"data:image/svg+xml,%3Csvg width='389' height='17' viewBox='0 0 389 17' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M.638672 7.80824L.638672 9.2566C.638672 9.52364 .85538 9.74024 1.12262 9.74024H2.57204C2.83928 9.74024 3.05598 9.52364 3.05598 9.2566V7.80824C3.05598 7.54119 2.83928 7.32472 2.57204 7.32472L1.12262 7.32472C.85538 7.32472 .638672 7.54119 .638672 7.80824Z' fill='url(%23paint0_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M10.9639 7.80824V9.2566C10.9639 9.52364 11.1806 9.74024 11.4478 9.74024L12.8972 9.74024C13.1645 9.74024 13.3812 9.52364 13.3812 9.2566V7.80824C13.3812 7.54119 13.1645 7.32471 12.8972 7.32471L11.4478 7.32471C11.1806 7.32471 10.9639 7.54119 10.9639 7.80824Z' fill='url(%23paint1_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M21.2891 7.80823V9.2566C21.2891 9.52364 21.5058 9.74024 21.773 9.74024L23.2224 9.74024C23.4897 9.74024 23.7064 9.52364 23.7064 9.2566V7.80823C23.7064 7.54119 23.4897 7.32471 23.2224 7.32471L21.773 7.32471C21.5058 7.32471 21.2891 7.54119 21.2891 7.80823Z' fill='url(%23paint2_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M31.6143 7.80823V9.2566C31.6143 9.52364 31.831 9.74024 32.0982 9.74024H33.5476C33.8149 9.74024 34.0316 9.52364 34.0316 9.2566V7.80823C34.0316 7.54119 33.8149 7.32471 33.5476 7.32471L32.0982 7.32471C31.831 7.32471 31.6143 7.54119 31.6143 7.80823Z' fill='url(%23paint3_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M41.9395 7.80823V9.2566C41.9395 9.52364 42.1562 9.74024 42.4234 9.74024H43.8728C44.1401 9.74024 44.3568 9.52364 44.3568 9.2566V7.80823C44.3568 7.54119 44.1401 7.32471 43.8728 7.32471L42.4234 7.32471C42.1562 7.32471 41.9395 7.54119 41.9395 7.80823Z' fill='url(%23paint4_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M52.5076 7.80823V9.2566C52.5076 9.52364 52.7243 9.74024 52.9916 9.74024H54.441C54.7082 9.74024 54.9249 9.52364 54.9249 9.2566V7.80823C54.9249 7.54119 54.7082 7.32471 54.441 7.32471L52.9916 7.32471C52.7243 7.32471 52.5076 7.54119 52.5076 7.80823Z' fill='url(%23paint5_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M62.8331 7.80823V9.2566C62.8331 9.52364 63.0493 9.74024 63.3165 9.74024H64.7664C65.0332 9.74024 65.2504 9.52364 65.2504 9.2566V7.80823C65.2504 7.54119 65.0332 7.32471 64.7664 7.32471L63.3165 7.32471C63.0493 7.32471 62.8331 7.54119 62.8331 7.80823Z' fill='url(%23paint6_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M73.1583 7.80823V9.2566C73.1583 9.52364 73.3745 9.74024 73.6417 9.74024H75.0916C75.3584 9.74024 75.5756 9.52364 75.5756 9.2566V7.80823C75.5756 7.54119 75.3584 7.32471 75.0916 7.32471L73.6417 7.32471C73.3745 7.32471 73.1583 7.54119 73.1583 7.80823Z' fill='url(%23paint7_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M83.4835 7.80823V9.2566C83.4835 9.52364 83.6997 9.74024 83.9669 9.74024H85.4168C85.6836 9.74024 85.9008 9.52364 85.9008 9.2566V7.80823C85.9008 7.54119 85.6836 7.32471 85.4168 7.32471L83.9669 7.32471C83.6997 7.32471 83.4835 7.54119 83.4835 7.80823Z' fill='url(%23paint8_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M93.8087 7.80823V9.2566C93.8087 9.52364 94.0249 9.74024 94.2921 9.74024H95.742C96.0088 9.74024 96.226 9.52364 96.226 9.2566V7.80823C96.226 7.54119 96.0088 7.32471 95.742 7.32471L94.2921 7.32471C94.0249 7.32471 93.8087 7.54119 93.8087 7.80823Z' fill='url(%23paint9_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M104.134 7.80823V9.2566C104.134 9.52364 104.35 9.74024 104.617 9.74024H106.067C106.334 9.74024 106.551 9.52364 106.551 9.2566V7.80823C106.551 7.54119 106.334 7.32471 106.067 7.32471L104.617 7.32471C104.35 7.32471 104.134 7.54119 104.134 7.80823Z' fill='url(%23paint10_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M114.702 7.80823V9.2566C114.702 9.52364 114.918 9.74024 115.185 9.74024L116.635 9.74024C116.902 9.74024 117.119 9.52364 117.119 9.25659V7.80823C117.119 7.54119 116.902 7.32471 116.635 7.32471L115.185 7.32471C114.918 7.32471 114.702 7.54119 114.702 7.80823Z' fill='url(%23paint11_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M125.027 7.80823V9.25659C125.027 9.52364 125.243 9.74024 125.511 9.74024L126.961 9.74024C127.227 9.74024 127.445 9.52364 127.445 9.25659V7.80823C127.445 7.54119 127.227 7.32471 126.961 7.32471L125.511 7.32471C125.243 7.32471 125.027 7.54119 125.027 7.80823Z' fill='url(%23paint12_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M135.352 7.80823V9.25659C135.352 9.52364 135.569 9.74024 135.836 9.74024H137.286C137.553 9.74024 137.77 9.52364 137.77 9.25659V7.80823C137.77 7.54119 137.553 7.32471 137.286 7.32471L135.836 7.32471C135.569 7.32471 135.352 7.54119 135.352 7.80823Z' fill='url(%23paint13_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M145.678 7.80823V9.25659C145.678 9.52364 145.894 9.74024 146.161 9.74024H147.611C147.878 9.74024 148.095 9.52364 148.095 9.25659V7.80823C148.095 7.54119 147.878 7.32471 147.611 7.32471L146.161 7.32471C145.894 7.32471 145.678 7.54119 145.678 7.80823Z' fill='url(%23paint14_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M156.003 7.80823V9.25659C156.003 9.52364 156.219 9.74024 156.486 9.74024H157.936C158.203 9.74024 158.42 9.52364 158.42 9.25659V7.80823C158.42 7.54119 158.203 7.32471 157.936 7.32471L156.486 7.32471C156.219 7.32471 156.003 7.54119 156.003 7.80823Z' fill='url(%23paint15_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M166.328 7.80823V9.25659C166.328 9.52363 166.544 9.74024 166.811 9.74024H168.261C168.528 9.74024 168.745 9.52363 168.745 9.25659V7.80823C168.745 7.54119 168.528 7.32471 168.261 7.32471L166.811 7.32471C166.544 7.32471 166.328 7.54119 166.328 7.80823Z' fill='url(%23paint16_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M176.896 7.80823V9.25659C176.896 9.52363 177.112 9.74023 177.38 9.74023H178.83C179.096 9.74023 179.313 9.52363 179.313 9.25659V7.80823C179.313 7.54119 179.096 7.32471 178.83 7.32471L177.38 7.32471C177.112 7.32471 176.896 7.54119 176.896 7.80823Z' fill='url(%23paint17_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M187.221 7.80823V9.25659C187.221 9.52363 187.438 9.74023 187.705 9.74023H189.155C189.421 9.74023 189.639 9.52363 189.639 9.25659V7.80823C189.639 7.54119 189.421 7.32471 189.155 7.32471L187.705 7.32471C187.438 7.32471 187.221 7.54119 187.221 7.80823Z' fill='url(%23paint18_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M199.639 7.80824V9.2566C199.639 9.52364 199.855 9.74024 200.123 9.74024H201.572C201.839 9.74024 202.056 9.52364 202.056 9.2566V7.80824C202.056 7.54119 201.839 7.32472 201.572 7.32472L200.123 7.32472C199.855 7.32472 199.639 7.54119 199.639 7.80824Z' fill='url(%23paint19_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M209.964 7.80824V9.2566C209.964 9.52364 210.181 9.74024 210.448 9.74024L211.897 9.74024C212.164 9.74024 212.381 9.52364 212.381 9.2566V7.80824C212.381 7.54119 212.164 7.32471 211.897 7.32471L210.448 7.32471C210.181 7.32471 209.964 7.54119 209.964 7.80824Z' fill='url(%23paint20_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M220.289 7.80823V9.2566C220.289 9.52364 220.506 9.74024 220.773 9.74024L222.222 9.74024C222.49 9.74024 222.706 9.52364 222.706 9.2566V7.80823C222.706 7.54119 222.49 7.32471 222.222 7.32471L220.773 7.32471C220.506 7.32471 220.289 7.54119 220.289 7.80823Z' fill='url(%23paint21_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M230.614 7.80823V9.2566C230.614 9.52364 230.831 9.74024 231.098 9.74024H232.548C232.815 9.74024 233.032 9.52364 233.032 9.2566V7.80823C233.032 7.54119 232.815 7.32471 232.548 7.32471L231.098 7.32471C230.831 7.32471 230.614 7.54119 230.614 7.80823Z' fill='url(%23paint22_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M240.939 7.80823V9.2566C240.939 9.52364 241.156 9.74024 241.423 9.74024H242.873C243.14 9.74024 243.357 9.52364 243.357 9.2566V7.80823C243.357 7.54119 243.14 7.32471 242.873 7.32471L241.423 7.32471C241.156 7.32471 240.939 7.54119 240.939 7.80823Z' fill='url(%23paint23_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M251.508 7.80823V9.2566C251.508 9.52364 251.724 9.74024 251.992 9.74024H253.441C253.708 9.74024 253.925 9.52364 253.925 9.2566V7.80823C253.925 7.54119 253.708 7.32471 253.441 7.32471L251.992 7.32471C251.724 7.32471 251.508 7.54119 251.508 7.80823Z' fill='url(%23paint24_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M261.833 7.80823V9.2566C261.833 9.52364 262.049 9.74024 262.317 9.74024H263.766C264.033 9.74024 264.25 9.52364 264.25 9.2566V7.80823C264.25 7.54119 264.033 7.32471 263.766 7.32471L262.317 7.32471C262.049 7.32471 261.833 7.54119 261.833 7.80823Z' fill='url(%23paint25_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M272.158 7.80823V9.2566C272.158 9.52364 272.374 9.74024 272.642 9.74024H274.092C274.358 9.74024 274.576 9.52364 274.576 9.2566L274.576 7.80823C274.576 7.54119 274.358 7.32471 274.092 7.32471L272.642 7.32471C272.374 7.32471 272.158 7.54119 272.158 7.80823Z' fill='url(%23paint26_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M282.483 7.80823V9.2566C282.483 9.52364 282.7 9.74024 282.967 9.74024H284.417C284.684 9.74024 284.901 9.52364 284.901 9.2566V7.80823C284.901 7.54119 284.684 7.32471 284.417 7.32471L282.967 7.32471C282.7 7.32471 282.483 7.54119 282.483 7.80823Z' fill='url(%23paint27_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M292.809 7.80823L292.809 9.2566C292.809 9.52364 293.025 9.74024 293.292 9.74024H294.742C295.009 9.74024 295.226 9.52364 295.226 9.2566V7.80823C295.226 7.54119 295.009 7.32471 294.742 7.32471L293.292 7.32471C293.025 7.32471 292.809 7.54119 292.809 7.80823Z' fill='url(%23paint28_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M303.134 7.80823L303.134 9.2566C303.134 9.52364 303.35 9.74024 303.617 9.74024H305.067C305.334 9.74024 305.551 9.52364 305.551 9.2566V7.80823C305.551 7.54119 305.334 7.32471 305.067 7.32471L303.617 7.32471C303.35 7.32471 303.134 7.54119 303.134 7.80823Z' fill='url(%23paint29_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M313.702 7.80823L313.702 9.2566C313.702 9.52364 313.918 9.74024 314.185 9.74024L315.635 9.74024C315.902 9.74024 316.119 9.52364 316.119 9.25659V7.80823C316.119 7.54119 315.902 7.32471 315.635 7.32471L314.185 7.32471C313.918 7.32471 313.702 7.54119 313.702 7.80823Z' fill='url(%23paint30_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M324.027 7.80823V9.25659C324.027 9.52364 324.243 9.74024 324.511 9.74024L325.961 9.74024C326.227 9.74024 326.445 9.52364 326.445 9.25659V7.80823C326.445 7.54119 326.227 7.32471 325.961 7.32471L324.511 7.32471C324.243 7.32471 324.027 7.54119 324.027 7.80823Z' fill='url(%23paint31_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M334.352 7.80823V9.25659C334.352 9.52364 334.569 9.74024 334.836 9.74024H336.286C336.553 9.74024 336.77 9.52364 336.77 9.25659L336.77 7.80823C336.77 7.54119 336.553 7.32471 336.286 7.32471L334.836 7.32471C334.569 7.32471 334.352 7.54119 334.352 7.80823Z' fill='url(%23paint32_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M344.678 7.80823V9.25659C344.678 9.52364 344.894 9.74024 345.161 9.74024H346.611C346.878 9.74024 347.095 9.52364 347.095 9.25659L347.095 7.80823C347.095 7.54119 346.878 7.32471 346.611 7.32471L345.161 7.32471C344.894 7.32471 344.678 7.54119 344.678 7.80823Z' fill='url(%23paint33_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M355.003 7.80823V9.25659C355.003 9.52364 355.219 9.74024 355.486 9.74024H356.936C357.203 9.74024 357.42 9.52364 357.42 9.25659L357.42 7.80823C357.42 7.54119 357.203 7.32471 356.936 7.32471L355.486 7.32471C355.219 7.32471 355.003 7.54119 355.003 7.80823Z' fill='url(%23paint34_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M365.328 7.80823V9.25659C365.328 9.52363 365.544 9.74024 365.811 9.74024H367.261C367.528 9.74024 367.745 9.52363 367.745 9.25659V7.80823C367.745 7.54119 367.528 7.32471 367.261 7.32471L365.811 7.32471C365.544 7.32471 365.328 7.54119 365.328 7.80823Z' fill='url(%23paint35_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M375.896 7.80823V9.25659C375.896 9.52363 376.112 9.74023 376.38 9.74023H377.83C378.096 9.74023 378.313 9.52363 378.313 9.25659V7.80823C378.313 7.54119 378.096 7.32471 377.829 7.32471L376.38 7.32471C376.112 7.32471 375.896 7.54119 375.896 7.80823Z' fill='url(%23paint36_linear_8295_70635)'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M386.221 7.80823V9.25659C386.221 9.52363 386.438 9.74023 386.705 9.74023H388.155C388.421 9.74023 388.639 9.52363 388.639 9.25659V7.80823C388.639 7.54119 388.421 7.32471 388.155 7.32471L386.705 7.32471C386.438 7.32471 386.221 7.54119 386.221 7.80823Z' fill='url(%23paint37_linear_8295_70635)'/%3E%3Cdefs%3E%3ClinearGradient id='paint0_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint1_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint2_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint3_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint4_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint5_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint6_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint7_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint8_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint9_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint10_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint11_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint12_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint13_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint14_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint15_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint16_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint17_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint18_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint19_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint20_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint21_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint22_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint23_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint24_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint25_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint26_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint27_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint28_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint29_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint30_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint31_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint32_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint33_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint34_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint35_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint36_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3ClinearGradient id='paint37_linear_8295_70635' x1='-47.5' y1='8.99989' x2='332' y2='8.99989' gradientUnits='userSpaceOnUse'%3E%3Cstop stop-color='%2329B5E8' stop-opacity='.8'/%3E%3Cstop offset='1' stop-color='%2329B5E8' stop-opacity='0'/%3E%3C/linearGradient%3E%3C/defs%3E%3C/svg%3E%0A\")}.sc-hero__inner\u003E.snowflake-flexible-column-container-items\u003Ediv:first-child{position:relative;z-index:3}.sc-hero__inner\u003E.snowflake-flexible-column-container-items\u003Ediv:last-child{position:absolute;height:100%;width:100%;top:0;left:-24px}.sc-hero__inner\u003E.snowflake-flexible-column-container-items\u003Ediv:last-child::before{content:\"\";display:block;z-index:1;position:absolute;top:-64px;left:0;width:150%;height:calc(100% + 160px);background-color:rgb(32 44 53 / .9)}.sc-body__content .heading-3-v2,.sc-hero__headline .heading-1-v2{text-transform:none}.sc-body__content span.snowflake-image-caption{display:block!important;font-style:italic}.sc-body__content .snowflake-text p+ul{margin-top:24px!important;padding-left:16px!important}.white-blue-text-color .snowflake-title-v2.solution-center-hero__certification .snowflake-typographyv2\u003Espan.snowflake-title-v2-line{color:#e9eaeb!important;font-size:16px}.white-blue-text-color .snowflake-title-v2.solution-center-hero__certification.is-large .snowflake-typographyv2\u003Espan.snowflake-title-v2-line{color:#fff!important;font-size:18px}.solution-center-hero__certification\u003E.snowflake-title-v2-line\u003Espan:first-child{display:flex;justify-content:flex-start;align-items:center;gap:8px}.solution-center-hero__certification\u003E.snowflake-title-v2-line\u003Espan:first-child::before{content:\"\";display:inline-block;width:16px;height:16px;background-image:url(\"data:image/svg+xml,%3Csvg width='16' height='16' viewBox='0 0 16 16' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath d='M8 0C3.58146 0 0 3.58146 0 8C0 12.4185 3.58146 16 8 16C12.4185 16 16 12.4185 16 8C16 3.58146 12.4185 0 8 0ZM12.7184 5.91984L7.33471 11.3026C7.31293 11.3244 7.31293 11.3454 7.29198 11.3454L7.20653 11.4308C6.94933 11.688 6.54132 11.7525 6.21962 11.6235C6.11238 11.5808 6.00514 11.5163 5.9197 11.4308L5.83425 11.3454C5.83425 11.3454 5.83425 11.3236 5.81246 11.3236L3.28149 8.79347C2.93799 8.44997 2.93799 7.87107 3.28149 7.50664L3.36694 7.42119C3.71044 7.07769 4.28934 7.07769 4.65377 7.42119L6.58401 9.35143L11.3877 4.5477C11.7312 4.2042 12.3101 4.2042 12.6746 4.5477L12.76 4.63315C13.0826 4.99758 13.0828 5.55541 12.7184 5.91984Z' fill='%230E8A16'/%3E%3C/svg%3E%0A\");background-size:contain;background-repeat:no-repeat;background-color:#fff;border-radius:100%}.sc-hero__byline{padding-top:8px}.sc-hero__byline p{color:#e2e2e2;margin-top:0!important}.sc-hero pre[class*=language-]{overflow:visible}.snowflake-code-snippet,.snowflake-code-snippet code,.snowflake-code-snippet pre{font-size:16px}.sc-hero__code-snippet:not(pre)\u003Ecode[class*=language-],.sc-hero__code-snippet pre[class*=language-]{background:0 0}.sc-hero__code-snippet{opacity:.8;background-color:transparent!important;position:absolute;top:0;right:0;width:100%;animation:240s linear 1s forwards slow-scroll}.sc-hero__button-container .snowflake-flexible-column-container-items{padding:0 0 24px;margin-top:-8px;margin-left:24px}.sc-sidebar__partner-logo{width:100%;max-width:140px;margin-top:8px}.sc-sidebar__partner-logo .cmp-image__image{border-radius:0}.sc-tag-cluster.snowflake-text ul{list-style-type:none;padding:0;display:flex;flex-wrap:wrap;gap:8px;margin:0}.sc-tag-cluster.snowflake-text li{color:#373f41;border-radius:4px;display:inline-block;padding:6px;text-transform:uppercase;letter-spacing:1px;font-size:12px!important;line-height:12px!important;margin:0!important;background-color:#f3f3f3}.sc-body .share-icon svg{height:24px;cursor:pointer}.sc-body .share-icon svg:hover path{fill:var(--ui-02)}.sc-overview__webinar-promo-banner{align-items:center;border:1px solid #ccc;padding:var(--spacing-02)}.sc-overview__webinar-promo-banner .snowflake-content-chip-image{max-width:32px;margin-right:var(--spacing-02);line-height:0}.sc-overview__webinar-promo-banner .snowflake-content-chip-image__image,.summit-speaker-card .snowflake-card-v2-advanced-image__image{aspect-ratio:1}.sc-overview__webinar-promo-banner .snowflake-content-chip-content .heading-5-v2{font-size:14px;font-family:Lato,sans-serif}.sc-overview__webinar-promo-banner .snowflake-content-chip-content .snowflake-title-v2-line:not(:first-child){font-weight:400}.sc-overview__webinar-promo-banner .snowflake-content-chip-button .snowflake-button-container{font-size:14px!important}.diagram-group__button{position:absolute;bottom:24px;right:24px;background-color:#212c35!important}.section--mountains-bottom,.summit-hp-hero{position:relative}.sc-cert-banner{background-color:#212d35;border-radius:8px;padding:24px;overflow:hidden}.sc-cert-banner\u003E.container\u003E.cmp-container\u003E.aem-container{display:flex;flex-direction:row;align-items:center}:root{--text-secondary:#706f6f;--summit-bg-ltblue:#eaf8fd;--summit-bg-blue:#249edc;--summit-border:#d2d1d4;--summit-border-radius:8px;--summit-card-padding:32px;--summit-card-padding-sm:28px}.section--mountains-bottom::after,.section--mountains-bottom::before{content:\"\";display:block;position:absolute;bottom:-1px;max-width:400px;background-size:100% auto;height:100%;width:30%;line-height:0;background-repeat:no-repeat}.button-group\u003E.container\u003E.cmp-container\u003E.aem-container{justify-content:center;align-items:center}.button-group\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:auto!important;margin:0 8px!important}.button-group .snowflake-button-container{font-family:Texta,sans-serif}.section--summit-bg-ltblue{background-color:var(--summit-bg-ltblue)}.section--summit-bg-blue,.summit-hero-secondary{background-color:var(--summit-bg-blue)}.section--mountains-bottom::before{left:0;background-image:url(\"data:image/svg+xml,%3Csvg width='402' height='309' viewBox='0 0 402 309' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath d='M401.523 308.761H0V0L181.63 182.431L228.479 135.531L401.523 308.761Z' fill='%23249EDC'/%3E%3C/svg%3E%0A\");background-position:bottom left}.section--mountains-bottom::after{right:0;background-image:url(\"data:image/svg+xml,%3Csvg width='402' height='309' viewBox='0 0 402 309' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath d='M0 308.761H401.523V0L219.893 182.431L173.044 135.531L0 308.761Z' fill='%23249EDC'/%3E%3C/svg%3E%0A\");background-position:bottom right}.summit-hp-hero{overflow:hidden}.summit-hero__bg-video{position:absolute;top:50%;left:50%;width:120%;height:100%;opacity:.3;transform:translate(-50%,-50%)}.summit-hero__bg-svg,.summit-prefooter__bg-image,.summit-secondary-hero__bg-image{position:absolute;bottom:0;left:0;width:100%}.summit-hp-promo-banner__headline .heading-4-v2{font-weight:900}.summit-hero-secondary .hero-lottie__left{position:absolute;bottom:0;left:0;width:30%;line-height:0}.summit-timeline__card::after,.summit-timeline__card::before{bottom:0;left:50%;position:absolute;display:block;background-color:var(--ui-01);content:\"\"}.summit-hero-secondary .snowflake-text p{font-size:24px!important;line-height:32px!important;max-width:720px;margin:0 auto}.summit-stat-container\u003E.container\u003E.cmp-container\u003E.aem-container{display:flex;justify-content:center}.summit-stat-container\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:auto!important;max-width:25%}.summit-stat-container\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:not(:last-child){border-right:1px solid #fff}.summit-timeline__card{border:1px solid var(--summit-border);border-radius:var(--summit-border-radius);padding:var(--summit-card-padding);position:relative;background-color:#fff}.summit-timeline__card::before{width:20px;height:20px;border-radius:100%;transform:translate(-50%,50%)}.summit-timeline__card::after{width:3px;height:50px;transform:translate(-50%,100%)}.summit-timeline-card__icon{width:48px;height:48px}.summit-timeline-card__headline .heading-3-v2{font-size:32px}.faq-group{border:1px solid var(--ui-12);border-radius:4px;background-color:#fff}.faq-group__question{padding:24px}.faq-group__question:hover{color:var(--ui-01);cursor:pointer}.faq-group__question .heading-4-v2,.faq-group__question .heading-5-v2{position:relative;padding-right:64px}.faq-group__question .heading-4-v2::after,.faq-group__question .heading-5-v2::after{content:\"\";display:block;width:32px;height:32px;background-image:url(\"data:image/svg+xml,%3Csvg width='29' height='16' viewBox='0 0 29 16' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M14.16 14.6807C14.2537 14.7957 14.3719 14.8884 14.506 14.952C14.64 15.0157 14.7866 15.0487 14.935 15.0487C15.0834 15.0487 15.2299 15.0157 15.3639 14.952C15.498 14.8884 15.6162 14.7957 15.71 14.6807V14.6807L28.51 2.00068C29.07 1.43068 29.07 .92068 28.51 .44068C27.95 -.0393204 27.43 -.11932 26.96 .44068L14.94 12.0007L2.99996 .45068C2.90725 .322624 2.7855 .218374 2.6447 .146483C2.50389 .0745926 2.34805 .0371094 2.18996 .0371094C2.03187 .0371094 1.87603 .0745926 1.73522 .146483C1.59442 .218374 1.47267 .322624 1.37996 .45068C.819961 .93068 .819961 1.45068 1.37996 2.01068L14.16 14.6807Z' fill='black'/%3E%3C/svg%3E%0A\");background-size:80% auto;background-repeat:no-repeat;background-position:center;position:absolute;top:-2px;right:0;transition:.3s 150ms}.faq-group__question .heading-5-v2::after{top:-4px}.faq-group__answer{max-height:0;overflow:hidden;width:95%;padding:0 24px;transition:.5s}.faq-group__answer\u003Espan{display:block;padding-bottom:24px}.is-open .faq-group__answer{max-height:600px;transition:1s}.is-open .faq-group__question .heading-4-v2::after,.is-open .faq-group__question .heading-5-v2::after{transform:rotate(180deg);transition:.3s}.summit-agenda{box-shadow:2px 4px 10px 0 rgb(156 156 156 / .52);border-radius:8px;background-color:#fff;max-width:980px;margin-left:auto;margin-right:auto;padding:40px;width:90%}.agenda-item{border-radius:8px;background-color:#d4f0fa;padding:16px;border-left:4px solid var(--ui-01);position:relative}.summit-pricing-block__tile.is-past,.summit-pricing-block__tile.is-upcoming{pointer-events:none;border-color:#d2d1d4}p.agenda-item__time{width:25%;font-family:Texta!important;font-size:32px!important;font-weight:900!important;text-transform:uppercase!important;max-width:140px}@media screen and (max-width:991px){#partnerResources .section--resource-hub .snowflake-button-link .snowflake-button-container{font-size:14px!important;line-height:20px!important;margin-top:4px}#industryPartnerSlider\u003E.snowflake-flexible-column-container-items{display:flex;flex-direction:column}#industryPartnerSlider\u003E.snowflake-flexible-column-container-items\u003Ediv{width:100%}.sc-cert-banner__left{text-align:center}.sc-cert-banner__left .solution-center-hero__certification .snowflake-title-v2-line{justify-content:center}.summit-hero__bg-video{width:200%}.summit-leadership-grid .snowflake-flexible-column-container-items{grid-template-columns:repeat(2,1fr)}.summit-stat-container\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:50%!important;max-width:50%!important}.summit-stat-container\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:not(:last-child){border-right:none!important}.summit-agenda{padding:24px}p.agenda-item__time{font-size:24px!important;width:auto;white-space:nowrap;padding-right:24px}}.agenda-item\u003Espan{display:flex;align-items:center}.summit-add-on-block,.summit-pricing-block{border:1px solid #d2d1d4;border-radius:8px;overflow:hidden;box-shadow:2px 4px 10px 0 rgb(156 156 156 / .52);background-color:#fff}.summit-add-on-block__content,.summit-pricing-block__content{padding:0 20px 20px}.summit-pricing-block__tile{padding:24px 20px;border-radius:4px;background:#fff;border:1px solid var(--ui-01);position:relative;transition:background-color .3s}.summit-pricing-block__tile:hover{background-color:var(--ui-01);transition:background-color .3s}.summit-pricing-block__tile.is-past{background-color:#d4f0fa}.summit-pricing-block__tile:hover .black-blue-text-color .snowflake-title-v2-line{color:#fff!important;transition:color .3s}.partner-card__logo-grid\u003E.container\u003E.cmp-container\u003E.aem-container::after,.partner-card__logo-grid\u003E.container\u003E.cmp-container\u003E.aem-container::before,.summit-add-on-block__content\u003E.container\u003E.cmp-container\u003E.aem-container::after,.summit-add-on-block__content\u003E.container\u003E.cmp-container\u003E.aem-container::before,.summit-pricing-block__tile.is-past .snowflake-content-chip-button,.summit-pricing-block__tile.is-upcoming .snowflake-content-chip-button,.summit-speaker-card .snowflake-card-v2-advanced-tag-indicator{display:none}.summit-pricing-block__tile.is-past .black-blue-text-color .snowflake-title-v2-line{color:#7cc7eb!important}.summit-pricing-block__tile.is-upcoming .black-blue-text-color .snowflake-title-v2-line{color:#8c8c8c!important}.summit-pricing-block__aside{background-color:#d4f0fa;border:1px solid #d2d1d4;border-radius:8px;padding:24px;width:100%}.summit-pricing-block__aside li::marker{color:var(--ui-01)}.summit-pricing-block__aside-headline .heading-5-v2{font-weight:900;margin-bottom:12px}.summit-pricing-block__header{background:#000;padding:24px 40px}.summit-pricing-block__header .heading-4-v2{font-weight:900;letter-spacing:.5px}.bwwidth100,.snowflake-mega-nav-dropdown-footer-content,.summit-pricing-block__tile .black-blue-text-color{width:100%}.summit-pricing-block__tile .heading-5-v2{position:static}.summit-pricing-block__tile .heading-5-v2 span.snowflake-title-v2-line:first-child{text-transform:uppercase;font-weight:900!important;letter-spacing:.25px;font-size:24px!important}.summit-pricing-block__tile .heading-5-v2 span.snowflake-title-v2-line:nth-child(2){margin-top:8px;font-family:Lato,sans-serif;font-size:14px;font-style:normal;font-weight:400;line-height:16px}.summit-pricing-block__tile .heading-5-v2 span.snowflake-title-v2-line:last-child{font-weight:900!important;font-size:40px!important}.snowflake-mega-nav-nav-item\u003Ea:hover .snowflake-mega-nav-nav-item-title-wrapper\u003E.snowflake-mega-nav-nav-item-title,.summit-pricing-block__tile:not(.is-upcoming):not(.is-past) .heading-5-v2 span.snowflake-title-v2-line:last-child{color:var(--ui-01)!important}.summit-pricing-block__tile:hover:not(.is-upcoming):not(.is-past) .heading-5-v2 span.snowflake-title-v2-line:last-child{color:#fff!important}.summit-pricing-block__tile.is-past .heading-5-v2 span.snowflake-title-v2-line:last-child{text-decoration:line-through}.summit-pricing-block__tile .snowflake-content-chip-button{margin-top:0;white-space:nowrap;display:none}.snowflake-card-v2-advanced.no-link{pointer-events:none!important}.snowpro-card{border:1px solid var(--summit-border);border-radius:var(--summit-border-radius);padding:var(--summit-card-padding-sm);display:flex;height:100%}.snowpro-card__headline{margin:24px 0 12px}.snowpro-card__pricing{margin-top:48px}.snowpro-card .snowflake-text .snowpro-card__price{color:var(--ui-01);font-weight:900;font-size:40px!important;font-family:Texta,sans-serif}.summit-stat-container\u003E.container\u003E.cmp-container\u003E.aem-container{display:flex;flex-direction:row;flex-wrap:wrap}.summit-stat-container\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:not(:last-child){border-right:1px solid var(--summit-border)}.summit-stat-card{padding:0 40px}.summit-stat .heading-2-v2 .snowflake-title-v2-line:first-child{font-size:64px;line-height:52px;margin-bottom:8px}.summit-stat .heading-2-v2 .snowflake-title-v2-line:last-child{font-size:32px;line-height:30px;margin-bottom:16px}.summit-speaker-card .snowflake-card-v2-advanced-title{margin-bottom:var(--spacing-01)}.summit-add-on-card{padding:24px;border:1px solid #d2d1d4;border-radius:8px}.summit-add-on__subhead{padding-left:40px;padding-right:40px}.partner-card__logo-grid,.partner-card__logo-single{padding:40px}.partner-card__logo-grid .snowflake-image-container .cmp-image__image,.partner-card__logo-single .snowflake-image-container .cmp-image__image{border-radius:0;max-width:240px;margin:0 auto}.partner-card\u003E.container,.partner-card\u003E.container\u003E.aem-container,.partner-card\u003E.container\u003E.cmp-container{height:100%}.summit-add-on-block__content\u003E.container\u003E.cmp-container\u003E.aem-container{display:flex;flex-direction:row;gap:24px;align-items:stretch}.partner-card__logo-grid\u003E.container\u003E.cmp-container\u003E.aem-container{display:flex;flex-direction:row;flex-wrap:wrap;gap:40px 24px;justify-content:center;align-items:center}.partner-card__logo-grid\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:calc(33.3333% - 24px);margin:0!important}.partner-card{border-radius:8px;border:1px solid #d2d1d4;overflow:hidden;height:100%;background-color:#fff}.partner-card__header{padding:16px 24px;border-bottom:1px solid #d2d1d4}.partner-card__header.is-purple{background-color:#7d44cf}.partner-card__header h4{display:flex;flex-direction:row!important;align-items:center;gap:12px}.partner-card__header h4::before{vertical-align:middle;content:\"\";display:inline-block;width:20px;height:20px;background-size:contain;background-repeat:no-repeat;background-image:url(\"data:image/svg+xml,%3Csvg width='21' height='23' viewBox='0 0 21 23' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M20.0375 12.8374C20.1644 12.439 20.2172 12.0289 20.2077 11.6237C20.193 11.3305 20.1548 11.0373 20.0712 10.7441C19.8196 9.83306 19.223 9.01989 18.3294 8.50724L5.61817 1.2017C3.82388 .173815 1.53618 .784335 .506483 2.56804C-.533615 4.34915 .0797871 6.62351 1.87408 7.65398L8.97715 11.7427L1.87408 15.8201C.0797871 16.8527 -.531016 19.1271 .506483 20.9156C1.53618 22.6941 3.82388 23.302 5.61817 22.2746L18.3294 14.9643C19.1871 14.4728 19.7693 13.7027 20.0375 12.8374Z' fill='black'/%3E%3C/svg%3E%0A\")}.partner-card__header.is-purple h4::before{background-image:url(\"data:image/svg+xml,%3Csvg width='21' height='23' viewBox='0 0 21 23' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M20.0375 12.8374C20.1644 12.439 20.2172 12.0289 20.2077 11.6237C20.193 11.3305 20.1548 11.0373 20.0712 10.7441C19.8196 9.83306 19.223 9.01989 18.3294 8.50724L5.61817 1.2017C3.82388 .173815 1.53618 .784335 .506483 2.56804C-.533615 4.34915 .0797871 6.62351 1.87408 7.65398L8.97715 11.7427L1.87408 15.8201C.0797871 16.8527 -.531016 19.1271 .506483 20.9156C1.53618 22.6941 3.82388 23.302 5.61817 22.2746L18.3294 14.9643C19.1871 14.4728 19.7693 13.7027 20.0375 12.8374Z' fill='white'/%3E%3C/svg%3E%0A\")}.sf-blue-mountains{background-size:90% auto;background-repeat:no-repeat;background-position:center bottom;background-image:url(\"data:image/svg+xml,%3Csvg width='1361' height='410' viewBox='0 0 1361 410' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath d='M1360.25 410L1065.53 114.309L976.256 203.875L773.049 0L364.393 410H1360.25Z' fill='%233AA8DF'/%3E%3Cpath d='M274.778 410L137.467 272.238L.15625 410H274.778Z' fill='%233AA8DF'/%3E%3C/svg%3E%0A\")}.bwalignr,.main-pr-body .bwalignr{text-align:right}.bwblockalignl{margin-left:0;margin-right:auto}.bwcellpmargin{margin-top:0;margin-bottom:0}.bwlistdisc{list-style-type:disc}.bwpadb3{padding-bottom:4px}.bwpadb4{padding-bottom:5px}.bwpadl0{padding-left:0}.bwpadl3{padding-left:15px}.bwpadl6{padding-left:30px}.bwpadl9{padding-left:45px}.bwpadl12{padding-left:60px}.bwpadr0{padding-right:0}.bwtablemarginb{margin-bottom:10px}.bwvertalignb{vertical-align:bottom}.bwvertalignt{vertical-align:top}.bwsinglebottom{border-bottom:1pt solid #000}.bwdoublebottom{border-bottom:2.25pt double #000}.bwwidth1{width:1%}.bwwidth2{width:2%}.bwwidth6{width:6%}.bwwidth7{width:7%}.bwwidth8{width:8%}.bwwidth10{width:10%}.bwwidth12{width:12%}.bwwidth32{width:32%}.bwwidth44{width:44%}.bwwidth72{width:72%}.bwwidth97{width:97%}.main-pr-body{font-size:18px;line-height:26px}.main-pr-body img{display:block;width:100%;height:auto!important;border-radius:var(--small-border-radius)}.main-pr-body table{width:100%;display:block}.main-pr-body tbody{background-color:#f7f7f7}.main-pr-body .bwsinglebottom{border-bottom:1pt solid #000!important}.main-pr-body td.bwwidth44{padding-right:40px}.main-pr-body .bw-release-story{font-family:Lato,sans-serif}.main-pr-body .bw-release-story sup,.snowflake-mega-nav-dropdown-header-content-right a{white-space:nowrap}.main-pr-body .bw-release-story\u003E*,.main-pr-body\u003Espan\u003E*{margin-bottom:2rem!important}.snowflake-text.main-pr-body tbody,.snowflake-text.main-pr-body tbody p{font-size:14px!important;line-height:20px!important;width:100%;display:block}.press-body .snowflake-flexible-column-container-items{gap:var(--spacing-08)}.about-snowflake{border:1px solid #ccc;background-color:var(--ui-background-05);padding:24px;border-radius:8px;margin-top:0}.about-snowflake__logo{max-width:140px;margin-top:16px}.hero--press .snowflake-hero-system-inner{max-width:1408px;margin:0 auto!important}#arcticNavItem{flex-direction:column}#arcticNavItem::before{content:\"Featured Open Source Technologies\";display:block;margin-top:48px;margin-bottom:24px;font-size:16px!important;line-height:16px!important;font-weight:800!important;text-transform:uppercase}@media screen and (min-width:768px){.sc-hero__inner\u003E.snowflake-flexible-column-container-items\u003Ediv:last-child{position:relative;height:100%;top:auto;left:auto;width:auto}.sc-hero__inner\u003E.snowflake-flexible-column-container-items\u003Ediv:last-child::before{background:linear-gradient(180deg,#202c35 -7.5%,#fff0 51.25%,#202c35 107.69%)}.sc-hero__byline\u003Espan{display:flex;flex-wrap:wrap}.sc-hero__byline p:not(:last-child)::after{content:\"|\";margin:0 12px;opacity:.5}.sc-hero__button-container .snowflake-flexible-column-container-items{position:absolute;bottom:0;padding:0;margin:0 24px 0 0}.sc-hero__button-container .hero-watch-the-demo{padding:12px 16px!important;float:right;margin-bottom:48px;background-color:rgb(35 45 54 / .8)}.summit-overview-stat{padding:0 40px}.summit-timeline{border-bottom:3px solid var(--ui-01);margin-bottom:64px}.summit-add-on-block__content,.summit-pricing-block__content{padding:0 40px 40px}#arcticNavItem::before{font-size:12px!important;margin-bottom:8px;margin-top:16px}.snowflake-mega-nav-nav-item-title-wrapper\u003E.snowflake-mega-nav-nav-item-title{line-height:20px!important}.snowflake-card .heading-2.snowflake-title-line{font-size:24px!important;line-height:28px!important}}@media screen and (min-width:992px){.hp-hero__eyebrow a{gap:12px;margin-left:0;margin-right:0}.hp-hero__eyebrow a::after{content:\"\";background-image:url(\"data:image/svg+xml,%3Csvg width='6' height='11' viewBox='0 0 6 11' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M5.49134 5.79438C5.53447 5.75922 5.56923 5.71489 5.5931 5.66463C5.61697 5.61436 5.62935 5.55941 5.62935 5.50376C5.62935 5.44811 5.61697 5.39316 5.5931 5.34289C5.56923 5.29263 5.53447 5.2483 5.49134 5.21314L.736339 .413136C.522589 .203135 .331339 .203135 .151339 .413136C-.0286612 .623135 -.0586612 .818135 .151339 .994386L4.48634 5.50188L.155089 9.97938C.107068 10.0142 .0679743 10.0598 .0410153 10.1126C.0140562 10.1654 0 10.2238 0 10.2831C0 10.3424 .0140562 10.4009 .0410153 10.4537C.0679743 10.5065 .107068 10.5521 .155089 10.5869C.335089 10.7969 .530089 10.7969 .740089 10.5869L5.49134 5.79438Z' fill='black'/%3E%3C/svg%3E%0A\");display:inline-block;width:12px;height:12px;background-repeat:no-repeat;background-size:auto 100%;background-position:left center}.promo-banner--homepage{padding-top:32px}.homepage-banner-offset-container::after{height:50%}#storyHighlights{padding:2rem}.body-display-v2.snowflake-quote-item-quote-text{line-height:28px!important}.snowflake-hero-system-headline .heading-1-v2{line-height:48px;font-size:54px!important}.sc-overview__webinar-promo-banner .snowflake-content-chip-content{flex-direction:row;justify-content:space-between;align-items:center;width:100%}.sc-overview__webinar-promo-banner .snowflake-content-chip-content .heading-5-v2{flex-direction:row}.sc-overview__webinar-promo-banner .snowflake-content-chip-content .snowflake-title-v2-line:not(:first-child)::before{content:\"|\";margin:0 6px}.sc-cert-banner{padding:40px}.sc-cert-banner\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{margin:0!important;width:50%}.sc-cert-banner\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:first-child{flex-grow:1;padding-right:24px}.sc-cert-banner\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:last-child{max-width:240px}.summit-pricing-block__content\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:last-child{width:70%;padding-left:40px}.summit-pricing-block__content\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:first-child{width:30%}.summit-add-on-block__content\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:calc(33.3333% - 24px);margin:0!important;display:flex}.summit-pricing-block__tile .snowflake-content-chip-content{display:flex;flex-direction:row;align-items:center;width:calc(100% - 200px)}.summit-pricing-block__tile .heading-5-v2 span.snowflake-title-v2-line:last-child{position:absolute;top:50%;transform:translate(0,-50%);right:40px}.press-body\u003E.snowflake-flexible-column-container-items\u003Ediv:last-child{position:sticky;top:120px}.snowflake-mega-nav-navigation-title:hover{color:var(--ui-01)}}@media screen and (min-width:1024px){.about-snowflake{padding:28px}.about-snowflake__logo{max-width:none;padding:0 0 0 48px;margin-bottom:0}.hero--press .snowflake-hero-system-layout-70-30 .snowflake-hero-system-content-container{width:85%}.snowflake-hero-system{padding-bottom:var(--spacing-04);padding-top:var(--spacing-07)}.hero--press .display-2-v2{font-size:64px;line-height:56px}.about-snowflake\u003E.container\u003E.cmp-container\u003E.aem-container{flex-direction:row;flex-wrap:nowrap;align-items:center}.about-snowflake\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:last-child{max-width:280px}.about-snowflake\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:first-child{flex-grow:1;margin-bottom:0!important}#polarisNavItem{margin-top:40px}.snowflake-mega-nav-nav-item-description{line-height:18px!important}.snowflake-mega-nav-column-items{gap:var(--spacing-01);grid-gap:var(--spacing-01)}.snowflake-mega-nav-navigation-title{text-transform:none}}div[id*=blueIcon] .snowflake-mega-nav-nav-item-icon__inner{background:var(--ui-01);padding:8px}div[id*=blueIcon]:hover .snowflake-mega-nav-nav-item-icon__inner{background:var(--ui-01)!important}.snowflake-mega-nav-nav-item-icon__inner{border-radius:4px;background:var(--ui-background-05);padding:6px}.snowflake-mega-nav-nav-item:hover .snowflake-mega-nav-nav-item-icon__inner{background:#fff!important}.snowflake-mega-nav-nav-item-icon.snowflake-image-container{height:40px;width:40px}.snowflake-mega-nav-dropdown-footer-links\u003E.snowflake-button-link\u003E.snowflake-button-container{font-size:16px!important;font-family:Texta!important;font-weight:800!important}.snowflake-mega-nav-dropdown-footer-icon.snowflake-image-container{margin-right:8px;width:40px!important;height:40px!important}#viewAllCapabilities a:hover{background:0 0!important}#platformFooter .snowflake-title-v2 .snowflake-title-v2-line:last-child{font-family:Lato;font-size:14px;font-weight:500}#platformFooter .snowflake-mega-nav-dropdown-footer-links{flex-grow:1;justify-content:flex-end;align-items:center}#platformFooter .snowflake-mega-nav-dropdown-footer-content{flex-direction:row}#offset,#open-source{flex-direction:column;border-top:1px solid #ccc}#offset::before,#open-source::before{content:\" \";display:block;width:100%;font-weight:800!important;font-size:12px!important;line-height:14px;text-transform:uppercase;white-space:nowrap;margin-top:16px;margin-bottom:8px}#open-source::before{content:\"Open Source Technologies\"}.snowflake-mega-nav-dropdown-menu-close-button{margin:var(--spacing-04) 0 var(--spacing-03)}.snowflake-mega-nav-column{gap:var(--spacing-02)!important}.snowflake-mega-nav-nav-item\u003Ea{width:100%;margin-left:-8px;padding:8px;border-radius:4px}.snowflake-mega-nav-nav-item\u003Ea:hover{background-color:var(--ui-background-05)}.snowflake-mega-nav-nav-item-description{margin-top:2px;display:block}#promobanner_overflowBottomDarkBlue::before{content:'';display:block;position:absolute;bottom:0;left:0;width:100%;height:50%;background:#212d35}#promobanner_overflowTopDarkBlue::before{content:'';display:block;position:absolute;top:0;left:0;width:100%;height:50%;background:#212d35}.overview-card\u003Ediv{box-shadow:0 0 14px 0 rgba(0,0,0,.10);background-color:#fff;border-radius:16px;overflow:hidden}.overview-card-text{padding:40px}.overview-card-image img{border-radius:0 !important}.overview-card-text h3,.overview-card-text .heading-3-v2{font-size:18px;line-height:1.1;margin-top:0}",":type":"snowflake-site/components/markup-editor","isGSAPEnabled":false},"mega_header":{"additionalClasses":"heap-nav-header","layout":"SIMPLE","id":"container-7ec77c35d3",":type":"snowflake-site/components/mega-header",":items":{"nav_mega":{"activeItem":"item_1719963657751_c_663444255","id":"tabs-eea07890da",":type":"snowflake-site/components/nav/nav-mega",":items":{"item_1719963657751_c_663444255":{"id":"nav-dropdown-menu-123a106ec8","enableDropdown":true,"nav_column_container":{"layout":"SIMPLE","id":"container-436b08b6ff",":type":"snowflake-site/components/nav/nav-column/nav-column-container",":items":{"nav_column":{"additionalClasses":"nav-platform-sidebar","numberOfSubColumns":"one-column","minWidth":"230","maxWidth":"350","layout":"SIMPLE","id":"container-31017409ba",":type":"snowflake-site/components/nav/nav-column",":items":{"nav_item_copy_copy_2_793631646":{"id":"nav-item-992fc40d71","additionalClasses":"nav-item__platform-parent","linkDescription":"완전 관리형 플랫폼에서 AI 제품, 애플리케이션 등을 개발하고 모든 데이터 유형과 규모 전반에서 글로벌 비즈니스를 안전하게 연결하세요.","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/platform/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Snowflake Platform"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy":{"id":"nav-item-c147fa0427","additionalClasses":"nav-item nav-item--si","linkDescription":"세상의 모든 지식. 신뢰할 수 있는 단 하나의 엔터프라이즈 에이전트","flag":"정식 출시","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/snowflake-cowork/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Snowflake CoWork"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_copy_2_836345186":{"id":"nav-item-5ab39c49be","additionalClasses":"blue-icon","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/analytics/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Analytics"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_copy_2":{"id":"nav-item-61113bd9a7","additionalClasses":"blue-icon","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/ai/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"AI"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_copy_2_1314771042":{"id":"nav-item-1a71c4e896","additionalClasses":"blue-icon","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/data-engineering/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Data Engineering"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_144634":{"id":"nav-item-1a56ff3506","additionalClasses":"blue-icon","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/applications-and-collaboration/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Applications & Collaboration"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_144634_526060162":{"id":"nav-item-3a4a03af77","additionalClasses":"blue-icon","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/transactions/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Transactions"},":type":"snowflake-site/components/nav/nav-item"}},":itemsOrder":["nav_item_copy_copy_2_793631646","nav_item_copy","nav_item_copy_copy_2_836345186","nav_item_copy_copy_2","nav_item_copy_copy_2_1314771042","nav_item_copy_144634","nav_item_copy_144634_526060162"]},"nav_column_copy_copy":{"additionalClasses":"meganav-platform-features","navColumnTitle":"기능","numberOfSubColumns":"two-columns","layout":"SIMPLE","id":"container-53ce0ca392",":type":"snowflake-site/components/nav/nav-column",":items":{"nav_item_copy_212715":{"id":"nav-item-0f3dc465a2","linkDescription":"Snowflake 기반 AI 코딩 에이전트","flag":"New","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/snowflake-coco/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Snowflake CoCo"},":type":"snowflake-site/components/nav/nav-item"},"nav_item":{"id":"nav-item-d266d0a751","propertiesId":"testID","linkDescription":"Snowflake에서 실행되는 완전 호환 오픈소스 Postgres","flag":"정식 출시","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/features/postgres/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Postgres"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_1923334373":{"id":"nav-item-bee5928c6a","propertiesId":"testID","linkDescription":"업계 최고 LLM에 대한 즉각적인 액세스","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/features/cortex/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Cortex AI"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_258535199":{"id":"nav-item-21ed384d45","propertiesId":"workload-nav-1","linkDescription":"통합을 위한 간편한 데이터 이동","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/features/openflow/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Openflow"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_660590635":{"id":"nav-item-aa6ae004cd","linkDescription":"서드 파티 데이터 및 AI 제품 테스트 및 구매","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/features/marketplace/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Marketplace"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_660590_2121336733":{"id":"nav-item-82f0aed249","linkDescription":"데이터 및 AI 팀을 위한 인터랙티브 개발 환경","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/features/notebooks/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Notebooks"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_660590_1715469328":{"id":"nav-item-f2328283fd","linkDescription":"Python 등을 실행하는 라이브러리 및 코드 실행 환경","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/features/snowpark/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Snowpark"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_185565":{"id":"nav-item-39325ee44b","linkDescription":"완벽한 데이터 보호 기능을 갖춘 데이터 협업","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/features/data-clean-rooms/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Data Clean Rooms"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_660590_1073841656":{"id":"nav-item-9fff13725c","linkDescription":"Python 스크립트를 웹 앱으로 변환하는 프레임워크 ","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/en/product/features/streamlit-in-snowflake/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Streamlit"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_258535199_c":{"id":"nav-item-8e1ed4d169","propertiesId":"workload-nav-1","linkDescription":"Snowflake Native App의 엔드투엔드 개발 및 배포","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/features/native-apps/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Native Apps"},":type":"snowflake-site/components/nav/nav-item"}},":itemsOrder":["nav_item_copy_212715","nav_item","nav_item_copy_1923334373","nav_item_258535199","nav_item_copy_660590635","nav_item_copy_660590_2121336733","nav_item_copy_660590_1715469328","nav_item_copy_185565","nav_item_copy_660590_1073841656","nav_item_258535199_c"]},"nav_column_676020780":{"navColumnTitle":"오픈소스 기술","numberOfSubColumns":"one-column","maxWidth":"300","layout":"SIMPLE","id":"container-8a67b68dc2",":type":"snowflake-site/components/nav/nav-column",":items":{"nav_item_511717659":{"id":"nav-item-8294c3a8fe","linkDescription":"범용 AI 카탈로그","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/features/horizon/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Horizon Catalog"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_660590_924064894":{"id":"nav-item-3f0a23b5b2","linkDescription":"중앙 집중식 UI를 통한 간소화된 모델 개발 및 MLOps","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/features/end-to-end-ml-workflows/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Snowflake ML "},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_660590":{"id":"nav-item-5c807ecc13","linkDescription":"Snowflake의 트랜잭션 및 분석 워크로드 통합으로 운영 간소화","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/product/features/end-to-end-ml-workflows/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Unistore"},":type":"snowflake-site/components/nav/nav-item"}},":itemsOrder":["nav_item_511717659","nav_item_copy_660590_924064894","nav_item_copy_660590"]}},":itemsOrder":["nav_column","nav_column_copy_copy","nav_column_676020780"]},":type":"snowflake-site/components/nav/nav-dropdown-menu","cq:panelTitle":"제품"},"nav_dropdown_menu_2":{"id":"nav-dropdown-menu-dfdd40125b","enableDropdown":true,"nav_column_container":{"layout":"SIMPLE","id":"container-6f4725704c",":type":"snowflake-site/components/nav/nav-column/nav-column-container",":items":{"nav_column":{"navColumnTitle":"산업용","numberOfSubColumns":"one-column","minWidth":"280","layout":"SIMPLE","id":"container-9ac70f1043",":type":"snowflake-site/components/nav/nav-column",":items":{"nav_item":{"id":"nav-item-66264a642d","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"https://www.snowflake.com/ko/solutions/industries/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_EXTERNAL","text":"산업별 솔루션"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_1016012800":{"id":"nav-item-046220f30d","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/solutions/industries/advertising-media-entertainment/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"광고, 미디어 및 엔터테인먼트"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_copy":{"id":"nav-item-c7a3040656","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/solutions/industries/financial-services/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"금융 서비스"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_197051":{"id":"nav-item-dcbad8c262","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/solutions/industries/healthcare-and-life-sciences/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"헬스케어 및 라이프사이언스"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_153342":{"id":"nav-item-b712b872e6","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/solutions/industries/manufacturing/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"제조"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_144445":{"id":"nav-item-d8f4a51898","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/solutions/industries/public-sector/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"공공 부문"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_114948":{"id":"nav-item-47e86a07a7","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/solutions/industries/retail-consumer-goods/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"리테일/소비재"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_574170":{"id":"nav-item-6efb747b4c","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/solutions/industries/technology/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"테크놀로지"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_361384_1935318080":{"id":"nav-item-23f1218c9b","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/solutions/industries/telecom/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"통신"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_361384_1107159381":{"id":"nav-item-dbe95a4260","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/en/solutions/industries/travel-hospitality/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"여행 및 숙박 "},":type":"snowflake-site/components/nav/nav-item"}},":itemsOrder":["nav_item","nav_item_copy_1016012800","nav_item_copy_copy","nav_item_copy_197051","nav_item_copy_153342","nav_item_copy_144445","nav_item_copy_114948","nav_item_copy_574170","nav_item_copy_361384_1935318080","nav_item_copy_361384_1107159381"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"},"nav_column_copy":{"navColumnTitle":"부서용","numberOfSubColumns":"one-column","minWidth":"160","layout":"SIMPLE","id":"container-c1080af465",":type":"snowflake-site/components/nav/nav-column",":items":{"nav_item":{"id":"nav-item-6a03e1e296","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/solutions/departments/finance/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"금융"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy":{"id":"nav-item-641564135f","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/solutions/departments/information-technology/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"IT"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_1970515619":{"id":"nav-item-a70742bd03","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/solutions/departments/marketing/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"마케팅"},":type":"snowflake-site/components/nav/nav-item"}},":itemsOrder":["nav_item","nav_item_copy","nav_item_copy_1970515619"]},"nav_column_833417450":{"navColumnTitle":"역량 강화 솔루션","numberOfSubColumns":"one-column","layout":"SIMPLE","id":"container-d11f371c8c",":type":"snowflake-site/components/nav/nav-column",":items":{"nav_item_copy_107772":{"id":"nav-item-1d0b271f30","linkDescription":"통합된 플랫폼으로의 안전한 마이그레이션 지원","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/migrate-to-the-cloud/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"AI 데이터 클라우드 마이그레이션 "},"icon":{"id":"icon","height":"64","alt":"Cloud icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/nav_dropdown_menu_2/nav_column_container/nav_column_833417450/nav_item_copy_107772/icon.coreimg.svg/1752092983163/nav-icon-cloud.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_copy":{"id":"nav-item-6ead18791a","linkDescription":"Snowflake 전문가 지원을 통한 비즈니스 가속화 및 목표 달성","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/en/solutions/services-delivery/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Services Delivery"},"icon":{"id":"icon","height":"64","alt":"Migrate icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/nav_dropdown_menu_2/nav_column_container/nav_column_833417450/nav_item_copy_copy/icon.coreimg.svg/1778205082215/nav-icon--migrate.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"}},":itemsOrder":["nav_item_copy_107772","nav_item_copy_copy"]},"nav_column_copy_copy":{"navColumnTitle":"파트너 솔루션","numberOfSubColumns":"one-column","layout":"SIMPLE","id":"container-69bb1d01aa",":type":"snowflake-site/components/nav/nav-column",":items":{"nav_item":{"id":"nav-item-f879d52616","linkDescription":"제품, 솔루션 및 클라우드 파트너와 함께하는 프로그램","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/en/why-snowflake/partners/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Snowflake 파트너 네트워크 "},"icon":{"id":"icon","height":"64","alt":"Partner Network icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/nav_dropdown_menu_2/nav_column_container/nav_column_copy_copy/nav_item/icon.coreimg.svg/1778205103076/nav-icon--partner-network.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy":{"id":"nav-item-fee60c0323","linkDescription":"확장 배포를 위한 파트너, 앱 및 솔루션 검색기","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/en/why-snowflake/partners/all-partners/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"파트너 찾기"},"icon":{"id":"icon","height":"64","alt":"Partner Finder icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/nav_dropdown_menu_2/nav_column_container/nav_column_copy_copy/nav_item_copy/icon.coreimg.svg/1778205113516/nav-icon--partner-finder.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_1970515619":{"id":"nav-item-d03cec061b","linkDescription":"라이브 및 가상 이벤트","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/en/why-snowflake/partners/event-partnership-opportunities/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"이벤트 파트너십 기회"},"icon":{"id":"icon","height":"64","alt":"Calendar icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/nav_dropdown_menu_2/nav_column_container/nav_column_copy_copy/nav_item_copy_1970515619/icon.coreimg.svg/1778205123183/nav-icon--events.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"}},":itemsOrder":["nav_item","nav_item_copy","nav_item_copy_1970515619"]}},":itemsOrder":["nav_column","nav_column_copy","nav_column_833417450","nav_column_copy_copy"]},":type":"snowflake-site/components/nav/nav-dropdown-menu","cq:panelTitle":"솔루션"},"item_1719963657751_c":{"id":"nav-dropdown-menu-fd1d0f3e7a","enableDropdown":true,"nav_column_container":{"layout":"SIMPLE","id":"container-9c2cba7549",":type":"snowflake-site/components/nav/nav-column/nav-column-container",":items":{"nav_column":{"numberOfSubColumns":"one-column","minWidth":"230","maxWidth":"350","layout":"SIMPLE","id":"container-eecf5ffd9a",":type":"snowflake-site/components/nav/nav-column",":items":{"nav_item_copy_copy_2_793631646":{"id":"nav-item-de57432179","additionalClasses":"nav-item__platform-parent-why-sf","linkDescription":"로컬 및 글로벌 차원에서 협업하여 새로운 인사이트를 발견하고, 이전에는 전혀 예상치 못했던 비즈니스 기회를 창출하며, 고객을 식별하고 원활한 경험을 제공합니다.","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/why-snowflake/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Snowflake를 사용해야 하는 이유"},":type":"snowflake-site/components/nav/nav-item"}},":itemsOrder":["nav_item_copy_copy_2_793631646"]},"nav_column_copy_copy":{"additionalClasses":"meganav-platform-features","numberOfSubColumns":"two-columns","layout":"SIMPLE","id":"container-f5c21f7631",":type":"snowflake-site/components/nav/nav-column",":items":{"nav_item":{"id":"nav-item-11b950f5c2","propertiesId":"testID","linkDescription":"Snowflake를 활용하는 글로벌 조직들에 대한 사례 연구와 비디오","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/customers/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"고객"},"icon":{"id":"icon","height":"64","alt":"Customer icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719963657751_c/nav_column_container/nav_column_copy_copy/nav_item/icon.coreimg.svg/1740636508863/nav-icon--partner-network.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_258535199":{"id":"nav-item-e5874c3635","propertiesId":"workload-nav-1","linkDescription":"AI 데이터 클라우드에서 데이터와 앱을 연결, 공유 및 통합하는 방법을 알아보세요.","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/why-snowflake/what-is-data-cloud/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"AI 데이터 클라우드 살펴보기"},"icon":{"id":"icon","height":"64","alt":"Cloud icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719963657751_c/nav_column_container/nav_column_copy_copy/nav_item_258535199/icon.coreimg.svg/1740636598409/nav-icon-cloud.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_185565":{"id":"nav-item-5a00f444c3","linkDescription":"내장된 기능, 강력한 클라우드 인프라 보호 등을 통한 포괄적인 보안 제공","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/why-snowflake/snowflake-security-hub/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"보안 허브"},"icon":{"id":"icon","height":"64","alt":"User with security lock icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719963657751_c/nav_column_container/nav_column_copy_copy/nav_item_copy_185565/icon.coreimg.svg/1740636570963/user-security-admins-ciso-icon.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy":{"id":"nav-item-1906667339","additionalClasses":"is-light-gray-icon","linkDescription":"총소유비용(TCO)을 최소화하고 요금 대비 성능을 지속적으로 최적화하여 경제적 가치를 극대화하세요.","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/en/pricing-options/cost-and-performance-optimization/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"비용 및 성능 최적화"},"icon":{"id":"icon","height":"64","alt":"Cost Optimization icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719963657751_c/nav_column_container/nav_column_copy_copy/nav_item_copy/icon.coreimg.svg/1740636477103/nav-icon-cost-optimization-performance.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_185565_1325641543":{"id":"nav-item-5fa3e870f2","linkDescription":"AI 데이터 클라우드 기반 애플리케이션을 개발하는 스타트업 지원","button":{"id":"button","showOutboundIcon":false,"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"스타트업을 위한 Snowflake"},"icon":{"id":"icon","height":"64","alt":"/content/snowflake-site/global/ko/why-snowflake/partners/powered-by-snowflake/powered-by-snowflake-startup-program","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719963657751_c/nav_column_container/nav_column_copy_copy/nav_item_copy_185565_1325641543/icon.coreimg.svg/1778284274253/launch.svg","lazyEnabled":true,"isLcpImage":false,"width":"65",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"}},":itemsOrder":["nav_item","nav_item_258535199","nav_item_copy_185565","nav_item_copy","nav_item_copy_185565_1325641543"]}},":itemsOrder":["nav_column","nav_column_copy_copy"]},":type":"snowflake-site/components/nav/nav-dropdown-menu","cq:panelTitle":"Snowflake를 사용해야 하는 이유"},"item_1719961362824":{"id":"nav-dropdown-menu-8615560d21","enableDropdown":true,"nav_column_container":{"layout":"SIMPLE","id":"container-0af1e386a6",":type":"snowflake-site/components/nav/nav-column/nav-column-container",":items":{"nav_column_copy":{"navColumnTitle":"Connect","numberOfSubColumns":"one-column","minWidth":"124","layout":"SIMPLE","id":"container-d56245e7df",":type":"snowflake-site/components/nav/nav-column",":items":{"nav_item":{"id":"nav-item-1abdf6bfb6","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/blog/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"블로그"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_180298689":{"id":"nav-item-73215b41f7","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/events/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"이벤트"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_1639361946":{"id":"nav-item-3a7f6bcf2b","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/en/support/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"지원"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_680912746":{"id":"nav-item-54ddc3ff3f","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/contact/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"문의"},":type":"snowflake-site/components/nav/nav-item"}},":itemsOrder":["nav_item","nav_item_180298689","nav_item_1639361946","nav_item_680912746"]},"nav_column_44600420__826130542":{"navColumnTitle":"학습","numberOfSubColumns":"two-columns","layout":"SIMPLE","id":"container-bc495255cf",":type":"snowflake-site/components/nav/nav-column",":items":{"nav_item_copy":{"id":"nav-item-f04c84768d","linkDescription":"eBook, 팟캐스트, 비디오, 백서 등","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/resources/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"리소스 라이브러리"},"icon":{"id":"icon","height":"64","alt":"Notebooks icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719961362824/nav_column_container/nav_column_44600420__826130542/nav_item_copy/icon.coreimg.svg/1740636655434/nav-icon--notebooks.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item":{"id":"nav-item-bd5b56e28a","linkDescription":"Snowflake의 교육 프로그램 개요","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/en/resources/learn/training/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"교육"},"icon":{"id":"icon","height":"64","alt":"Training icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719961362824/nav_column_container/nav_column_44600420__826130542/nav_item/icon.coreimg.svg/1778205646803/nav-icon--training.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_144634_1984107859":{"id":"nav-item-60b47b6976","linkDescription":"다양한 산업 및 사용 사례에 대해 전문가가 주도하는 토론 및 데모","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/content/snowflake-site/global/ko/webinars"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_EXTERNAL","text":"웨비나"},"icon":{"id":"icon","height":"64","alt":"Webinars icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719961362824/nav_column_container/nav_column_44600420__826130542/nav_item_copy_144634_1984107859/icon.coreimg.svg/1773154016344/nav-icon--webinars.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_1438098918":{"id":"nav-item-bfd6207260","linkDescription":"Snowflake의 기술 산업 전문 자격증","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/resources/learn/certifications/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"자격 인증"},"icon":{"id":"icon","height":"64","alt":"Certification icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719961362824/nav_column_container/nav_column_44600420__826130542/nav_item_copy_1438098918/icon.coreimg.svg/1740636703088/nav-icon--cert.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_143809":{"id":"nav-item-87a8769974","linkDescription":"주요 기능에 대한 주간 제품 데모 및 실시간 Q&A 제공","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/content/snowflake-site/global/en/webinars/demo"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_EXTERNAL","text":"라이브 데모"},"icon":{"id":"icon","height":"64","alt":"Live Demo icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719961362824/nav_column_container/nav_column_44600420__826130542/nav_item_copy_143809/icon.coreimg.svg/1778205597408/nav-icon--live-demo.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_333890638":{"id":"nav-item-58e3bc394d","linkDescription":"모든 레벨을 위한 교육 과정, 온디맨드 또는 실시간 강의 제공","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"attributes":{"target":"_blank"},"url":"https://learn.snowflake.com/en/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_EXTERNAL","text":"Snowflake University"},"icon":{"id":"icon","height":"64","alt":"Education icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719961362824/nav_column_container/nav_column_44600420__826130542/nav_item_copy_333890638/icon.coreimg.svg/1778205657253/nav-icon--education.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_189945_1419909438":{"id":"nav-item-0d98a9093c","linkDescription":"Snowflake의 핵심 기능을 익힐 수 있는 강사 주도의 가상 워크샵","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/content/snowflake-site/global/en/webinars/virtual-hands-on-lab"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_EXTERNAL","text":"핸즈온 랩"},"icon":{"id":"icon","height":"64","alt":"Hands-on Labs icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719961362824/nav_column_container/nav_column_44600420__826130542/nav_item_copy_189945_1419909438/icon.coreimg.svg/1778205618866/nav-icon--labs.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_189945_71807784":{"id":"nav-item-2a646718d3","linkDescription":"Snowflake 연구진이 작성한 연구 논문","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"https://www.snowflake.com/en/resources/publications/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_EXTERNAL","text":"Snowflake Research Publications"},"icon":{"id":"icon","height":"64","alt":"Data Sheet","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719961362824/nav_column_container/nav_column_44600420__826130542/nav_item_copy_189945_71807784/icon.coreimg.svg/1778205823757/data-sheet.svg","lazyEnabled":true,"isLcpImage":false,"width":"65",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_189945_1090045707":{"id":"nav-item-334a52c97e","linkDescription":"AI 및 데이터 주제 관련 인사이트 콘텐츠","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"https://www.snowflake.com/ko/fundamentals/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_EXTERNAL","text":"Fundamentals"},"icon":{"id":"icon","height":"64","alt":"Hands-on Labs icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719961362824/nav_column_container/nav_column_44600420__826130542/nav_item_copy_189945_1090045707/icon.coreimg.svg/1778214635577/nav-icon--labs.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"}},":itemsOrder":["nav_item_copy","nav_item","nav_item_copy_144634_1984107859","nav_item_copy_1438098918","nav_item_copy_143809","nav_item_copy_333890638","nav_item_copy_189945_1419909438","nav_item_copy_189945_71807784","nav_item_copy_189945_1090045707"]}},":itemsOrder":["nav_column_copy","nav_column_44600420__826130542"]},":type":"snowflake-site/components/nav/nav-dropdown-menu","cq:panelTitle":"리소스"},"item_1719963657751":{"id":"nav-dropdown-menu-6e18799d59","enableDropdown":true,"nav_column_container":{"layout":"SIMPLE","id":"container-be9418eb74",":type":"snowflake-site/components/nav/nav-column/nav-column-container",":items":{"nav_column_copy_copy":{"navColumnTitle":"Build","numberOfSubColumns":"one-column","layout":"SIMPLE","id":"container-41b15ba934",":type":"snowflake-site/components/nav/nav-column",":items":{"nav_item":{"id":"nav-item-4f45921ef2","propertiesId":"testID","linkDescription":"빌드 및 확장이 필요한 개발자 리소스 개요","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/en/developers/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"개발자를 위한 Snowflake"},"icon":{"id":"icon","height":"64","alt":"Developers icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719963657751/nav_column_container/nav_column_copy_copy/nav_item/icon.coreimg.svg/1778205851807/nav-icon--devs.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_1855651246":{"id":"nav-item-0e1846f9a8","linkDescription":"참조 아키텍처, 사용 사례 및 모범 사례","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/ko/developers/guides/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"개발자 가이드"},"icon":{"id":"icon","height":"64","alt":"Solution Center icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719963657751/nav_column_container/nav_column_copy_copy/nav_item_copy_1855651246/icon.coreimg.svg/1778214724119/nav-icon--solution-center.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy":{"id":"nav-item-3748e4108a","additionalClasses":"is-light-gray-icon","linkDescription":"최신 소프트웨어 버전, 드라이버, 라이브러리 및 관련 문서","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/en/developers/downloads/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"다운로드 "},"icon":{"id":"icon","height":"28","alt":"Download icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719963657751/nav_column_container/nav_column_copy_copy/nav_item_copy/icon.coreimg.svg/1778205861103/nav-icon-download.svg","lazyEnabled":true,"isLcpImage":false,"width":"28",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"}},":itemsOrder":["nav_item","nav_item_copy_1855651246","nav_item_copy"]},"nav_column_copy_copy_1367930678":{"navColumnTitle":"학습","numberOfSubColumns":"one-column","layout":"SIMPLE","id":"container-c5216fa644",":type":"snowflake-site/components/nav/nav-column",":items":{"nav_item":{"id":"nav-item-b0d310f9b1","propertiesId":"testID","linkDescription":"참조 문서, 가이드, 자습서 및 발표 내용","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"attributes":{"target":"_blank"},"url":"https://docs.snowflake.com/ko"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_EXTERNAL","text":"설명서"},"icon":{"id":"icon","height":"64","alt":"Docs icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719963657751/nav_column_container/nav_column_copy_copy_1367930678/nav_item/icon.coreimg.svg/1740636759283/nav-icon--docs.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy":{"id":"nav-item-18ba57ac9e","additionalClasses":"is-light-gray-icon","linkDescription":"Snowflake 엔지니어들이 유지 및 지원 중인 핵심  프로젝트 ","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/en/developers/open-source/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"오픈소스"},"icon":{"id":"icon","height":"32","alt":"Open Source icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719963657751/nav_column_container/nav_column_copy_copy_1367930678/nav_item_copy/icon.coreimg.svg/1778205872502/nav-icon-open-source.svg","lazyEnabled":true,"isLcpImage":false,"width":"32",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_copy":{"id":"nav-item-754068b62d","additionalClasses":"is-light-gray-icon","linkDescription":"Snowflake 실무 능력 향상을 위한 온라인 및 대면 강좌, 워크숍 등의 업스킬 프로그램","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/en/developers/northstar/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Builder 교육 "},"icon":{"id":"icon","height":"32","alt":"Northstar logo","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719963657751/nav_column_container/nav_column_copy_copy_1367930678/nav_item_copy_copy/icon.coreimg.svg/1778205893789/nav-icon--northstar.svg","lazyEnabled":true,"isLcpImage":false,"width":"32",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"}},":itemsOrder":["nav_item","nav_item_copy","nav_item_copy_copy"]},"nav_column_copy_copy_1101894776":{"navColumnTitle":"Connect","numberOfSubColumns":"one-column","layout":"SIMPLE","id":"container-cd4873f7dd",":type":"snowflake-site/components/nav/nav-column",":items":{"nav_item":{"id":"nav-item-c9cee8c0ae","propertiesId":"testID","linkDescription":"Snowflake 기능 구축 방법 및 이유 등에 대한 기술 리더들의 설명","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"attributes":{"target":"_blank"},"url":"https://www.snowflake.com/engineering-blog/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_EXTERNAL","text":"엔지니어링 블로그"},"icon":{"id":"icon","height":"32","alt":"Developers icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719963657751/nav_column_container/nav_column_copy_copy_1101894776/nav_item/icon.coreimg.svg/1778284968921/nav-icon--developer-center.svg","lazyEnabled":true,"isLcpImage":false,"width":"32",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"},"nav_item_copy_1855651246":{"id":"nav-item-34f0d45194","linkDescription":"Snowflake 개발자들과 토론하고 비법 및 요령을 공유하는 공간","button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"attributes":{"target":"_blank"},"url":"https://community.snowflake.com/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_EXTERNAL","text":"커뮤니티"},"icon":{"id":"icon","height":"64","alt":"Partner Network icon","src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/item_1719963657751/nav_column_container/nav_column_copy_copy_1101894776/nav_item_copy_1855651246/icon.coreimg.svg/1778205910554/nav-icon--partner-network.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/nav/nav-item"}},":itemsOrder":["nav_item","nav_item_copy_1855651246"]}},":itemsOrder":["nav_column_copy_copy","nav_column_copy_copy_1367930678","nav_column_copy_copy_1101894776"]},":type":"snowflake-site/components/nav/nav-dropdown-menu","cq:panelTitle":"개발자"},"item_1718247180324":{"id":"nav-dropdown-menu-249f83b65d","enableDropdown":false,"link_url":"/ko/pricing-options/",":type":"snowflake-site/components/nav/nav-dropdown-menu","cq:panelTitle":"요금"}},":itemsOrder":["item_1719963657751_c_663444255","nav_dropdown_menu_2","item_1719963657751_c","item_1719961362824","item_1719963657751","item_1718247180324"]},"languagenavigation":{"id":"language-navigation-37b4e1267c","languageNavItems":[{"title":"English","path":"/en/artificial-intelligence/industries/ai-in-cybersecurity/","locale":"en","active":false},{"title":"日本語","path":"/ja/artificial-intelligence/industries/ai-in-cybersecurity/","locale":"ja","active":false},{"title":"한국어","path":"/ko/artificial-intelligence/industries/ai-in-cybersecurity/","locale":"ko","active":true},{"title":"中文（简体）","path":"/zh_cn/","locale":"zh-cn","active":false},{"title":"Português","path":"/pt_br/","locale":"pt-br","active":false},{"title":"Deutsch","path":"/de/","locale":"de","active":false},{"title":"Français","path":"/fr/artificial-intelligence/industries/ai-in-cybersecurity/","locale":"fr","active":false},{"title":"Español","path":"/es/","locale":"es","active":false},{"title":"Italiano","path":"/it/","locale":"it","active":false}],":type":"snowflake-site/components/nav/language-navigation"},"button":{"id":"button-08d0b03f92","heapButtonClasses":["contact_nav","heap-nav-contact"],"showOutboundIcon":true,"buttonLink":{"valid":true,"url":"/ko/contact/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","appliedCssClassNames":"snowflake-button-secondary snowflake-button-blue snowflake-button-compact","linkType":"SNOWFLAKE_INTERNAL","text":"영업 담당자에게 문의하기"},"button_288358396":{"id":"button-cf98b6028d","heapButtonClasses":["start_for_free_nav","heap-nav-start-for-free"],"showOutboundIcon":true,"buttonLink":{"valid":true,"attributes":{"target":"_blank"},"url":"https://signup.snowflake.com/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","appliedCssClassNames":"snowflake-button-primary snowflake-button-blue snowflake-button-compact","linkType":"SNOWFLAKE_EXTERNAL","text":"무료로 시작하기"}},":itemsOrder":["nav_mega","languagenavigation","button","button_288358396"],"appliedCssClassNames":"snowflake-header-container white"}},":itemsOrder":["markup_editor","mega_header"]}},":itemsOrder":["root"],"classNames":"aem-xf"},"markup_editor":{"id":"markup-editor-7d55b4858c","title":" ","cssContent":"div.snowflake-breadcrumb a.snowflake-breadcrumb-item,.snowflake-breadcrumb div.snowflake-breadcrumb-item{text-transform:none;font-weight:500}.snowflake-breadcrumb svg{display:none !important}.snowflake-breadcrumb a:has(svg)::after{content:'/';margin:0 12px;color:#666}.fundamentals-hero .display-2-v2{text-transform:none !important}@media screen and (min-width:1024px){.fundamentals-hero .snowflake-hero-system-inner snowflake-container snowflake-hero-system-layout-60-40{width:80% !important;max-width:700px !important}}.snowflake-hero-system-buttons-container+div:has(.snowflake-manual-breadcrumbs),.snowflake-hero-system-buttons-container+div:has(.fundamentals-hero__breadcrumbs),.snowflake-hero-system-buttons-container+div:has(.snowflake-breadcrumb){order:-1}.fundamentals-hero__breadcrumbs ol li:not(:last-child)::after{content:'';display:inline-block;width:12px;height:12px;background-image:url(\"data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' fill='none' viewBox='0 0 10 10' data-testid='button-link-icon' class='link-icon'%3E%3Cpath d='m1.572 9.515 4.417-4.447L1.497.548' stroke='%23666'%3E%3C/path%3E%3C/svg%3E\");background-size:contain;background-repeat:no-repeat;background-position:center;margin:0 12px}.fundamentals-hero__breadcrumbs ol{margin:0;padding:0;list-style-type:none;display:flex;flex-direction:row;align-items:center}#subNav .subnav__item.subnav__item--features{color:var(--ui-01)}#subNav .subnav__item.subnav__item--features::after{content:'';display:block;width:100%;height:4px;margin:0 12px;background:var(--ui-01);position:absolute;bottom:-18.5px;left:0}.use-case-hero__architecture{background:#fff;border-radius:8px}@media screen and (min-width:768px){.use-case-body\u003E.snowflake-flexible-column-container-items\u003Ediv:first-child{position:sticky;top:200px}}.page-toc ul{list-style-type:none;padding:0}.page-toc li{padding:8px 16px;border-left:4px solid var(--ui-01);cursor:pointer;transition:300ms ease all}.page-toc li:hover{color:var(--ui-01);border-color:#7fd3f1;transition:300ms ease all}.story-highlights{padding:48px;border-radius:4px}.logo-container{max-width:180px}.flex-container\u003E.container\u003E.cmp-container\u003E.aem-container{align-items:center;justify-content:center;gap:48px;flex-wrap:nowrap}.flex-container\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:auto;margin:0 !important}.flex-container\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:last-child{flex-grow:1}.flex-container .aem-Grid::before,.flex-container .aem-Grid::after{display:none !important}.use-case-body table{margin-top:24px;margin-bottom:24px;width:100%;background-color:var(--ui-background-01);border-collapse:collapse;border:2px solid var(--ui-background-09);font-family:'Lato',sans-serif;color:var(--ui-background-09)}.use-case-body table thead{background-color:var(--ui-01)}.use-case-body th,.use-case-body td{min-width:120px;border:2px solid var(--ui-background-09);padding:var(--spacing-01)}.use-case-body ol{margin-top:0 !important}.use-case-body ol li{margin-bottom:1rem !important}#subNav .subnav__item.subnav__item--features{color:var(--ui-01)}#subNav .subnav__item.subnav__item--features::after{content:'';display:block;width:100%;height:4px;background:var(--ui-01);position:absolute;bottom:-18.5px;left:0}.use-case-hero__architecture{background:#fff;border-radius:8px}@media screen and (min-width:768px){.use-case-body\u003E.snowflake-flexible-column-container-items\u003Ediv:first-child{position:sticky;top:200px}}.page-toc ul{list-style-type:none;padding:0}.page-toc li{padding:8px 16px;border-left:4px solid var(--ui-01);cursor:pointer;transition:300ms ease all}.page-toc li:hover{color:var(--ui-01);border-color:#7fd3f1;transition:300ms ease all}.story-highlights{padding:48px;border-radius:4px}.logo-container{max-width:180px}.flex-container\u003E.container\u003E.cmp-container\u003E.aem-container{align-items:center;justify-content:center;gap:48px;flex-wrap:nowrap}.flex-container\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:auto;margin:0 !important}.flex-container\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:last-child{flex-grow:1}.flex-container .aem-Grid::before,.flex-container .aem-Grid::after{display:none !important}.snowflake-highlights{overflow:hidden;background-color:var(--ui-background-05);padding-left:24px;padding-right:24px;border:1px solid #ccc;border-radius:8px}div.use-case-body .snowflake-text h2,div.use-case-body .snowflake-text .heading-2-v2,div.use-case-body .snowflake-text h3,div.use-case-body .snowflake-text .heading-3-v2,div.use-case-body .snowflake-title-v2 .heading-3-v2,div.use-case-body .snowflake-text h4,div.use-case-body .snowflake-text .heading-4-v2,div.use-case-body .snowflake-title-v2 .heading-4-v2,div.use-case-body .snowflake-text h5,div.use-case-body .snowflake-text .heading-5-v2,div.use-case-body .snowflake-title-v2 .heading-5-v2,div.use-case-body .snowflake-text h6,div.use-case-body .snowflake-title-v2 .heading-6-v2,div.use-case-body .snowflake-text .heading-6-v2{text-transform:none !important}div.use-case-body .snowflake-text h2,div.use-case-body .snowflake-text .heading-2-v2,div.use-case-body .snowflake-text h3,div.use-case-body .snowflake-text .heading-3-v2,div.use-case-body .snowflake-text h4,div.use-case-body .snowflake-text .heading-4-v2,div.use-case-body .snowflake-text h5,div.use-case-body .snowflake-text .heading-5-v2,div.use-case-body .snowflake-text h6,div.use-case-body .snowflake-text .heading-6-v2{margin-top:1.5rem !important;line-height:1.1 !important}div.use-case-body .snowflake-text h3,div.use-case-body .snowflake-text .heading-3-v2,div.use-case-body .snowflake-text .heading-3-v2,div.use-case-body .snowflake-title-v2 .heading-3-v2,div.use-case-body .snowflake-text h4,div.use-case-body .snowflake-text .heading-4-v2,div.use-case-body .snowflake-text .heading-4-v2,div.use-case-body .snowflake-title-v2 .heading-4-v2,div.use-case-body .snowflake-text h5,div.use-case-body .snowflake-text .heading-5-v2,div.use-case-body .snowflake-text .heading-5-v2,div.use-case-body .snowflake-title-v2 .heading-5-v2,div.use-case-body .snowflake-text h6,div.use-case-body .snowflake-text .heading-6-v2,div.use-case-body .snowflake-text .heading-6-v2,div.use-case-body .snowflake-title-v2 .heading-6-v2{font-family:Lato,sans-serif !important;font-weight:800 !important}div.use-case-body .snowflake-text h2,div.use-case-body .snowflake-text .heading-2-v2,div.use-case-body .snowflake-title-v2 .heading-2-v2{text-transform:none !important;font-size:28px !important}div.use-case-body .snowflake-text h3,div.use-case-body .snowflake-text .heading-3-v2,div.use-case-body .snowflake-title-v2 .heading-3-v2{font-size:22px !important}div.use-case-body .snowflake-text h4,div.use-case-body .snowflake-text .heading-4-v2,div.use-case-body .snowflake-title-v2 .heading-4-v2{font-size:18px !important}div.use-case-body .snowflake-text h5,div.use-case-body .snowflake-text .heading-5-v2,div.use-case-body .snowflake-title-v2 .heading-5-v2{font-size:16px !important}div.use-case-body .snowflake-text h6,div.use-case-body .snowflake-text .heading-6-v2,div.use-case-body .snowflake-title-v2 .heading-6-v2{font-size:14px !important}@media screen and (min-width:992px){div.use-case-body .snowflake-text h2,div.use-case-body .snowflake-text .heading-2-v2,div.use-case-body .snowflake-title-v2 .heading-2-v2{font-size:38px !important}div.use-case-body .snowflake-text h3,div.use-case-body .snowflake-text .heading-3-v2,div.use-case-body .snowflake-title-v2 .heading-3-v2{font-size:26px !important}div.use-case-body .snowflake-text h4,div.use-case-body .snowflake-text .heading-4-v2,div.use-case-body .snowflake-title-v2 .heading-4-v2{font-size:22px !important}div.use-case-body .snowflake-text h5,div.use-case-body .snowflake-text .heading-5-v2,div.use-case-body .snowflake-title-v2 .heading-5-v2{font-size:18px !important}div.use-case-body .snowflake-text h6,div.use-case-body .snowflake-text .heading-6-v2,div.use-case-body .snowflake-title-v2 .heading-6-v2{font-size:16px !important}}","jsContent":"window.addEventListener('click',(e)=\u003E{if(e.target.tagName==='LI'&&e.target.dataset.anchor){const target=document.getElementById(e.target.dataset.anchor);if(target){const targetPosition=target.getBoundingClientRect().top+window.pageYOffset-220;window.scrollTo({top:targetPosition,behavior:'smooth'});}}});",":type":"snowflake-site/components/markup-editor","isGSAPEnabled":false},"responsivegrid":{"columnCount":12,"columnClassNames":{"container":"aem-GridColumn aem-GridColumn--default--12","container_411970921_":"aem-GridColumn aem-GridColumn--default--12","hero_system_copy":"aem-GridColumn aem-GridColumn--default--12","container_copy":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12",":items":{"hero_system_copy":{"id":"hero-system-13214abfda","additionalClasses":"fundamentals-hero","heroStyle":"primary","headline":{"id":"headline","type":"display2","lines":["사이버 보안에서의 AI: 작동 방식과 사용 사례, 향후 전망"],":type":"snowflake-site/components/title-v2"},"subheadline":{"id":"subheadline","text":"\u003Cp\u003E이 가이드에서는 오늘날 사이버 보안에 AI가 어떻게 활용되고 어디에서 가장 큰 가치를 창출하는지 살펴봅니다. 또한 조직이 고려해야 할 한계와 보안 리더가 AI 도입을 거버넌스, 운영 설계, 현실의 위험에 맞춰 추진할 수 있는 전략을 설명합니다.\u003C/p\u003E\n","richText":true,":type":"snowflake-site/components/text"},"layout":"60-40","buttons_container":{"layout":"SIMPLE","id":"container-2b1ce469c3",":type":"snowflake-site/components/button/buttons-container",":items":{},":itemsOrder":[]},"flexible_container":{"layout":"SIMPLE","id":"container-5822b39233",":type":"snowflake-site/components/container",":items":{"breadcrumb":{"id":"breadcrumb-976ffa9be6","items":[{"id":"breadcrumb-976ffa9be6-item-bbf96f220b","link":{"valid":true,"url":"/ko/artificial-intelligence/"},"active":false,"current":false,"title":"인공지능",":type":"snowflake-site/components/structure/page","appliedCssClassNames":"summit-page"},{"id":"breadcrumb-976ffa9be6-item-9dfb50b4d3","link":{"valid":true,"url":"/ko/artificial-intelligence/industries/"},"active":false,"current":false,"title":"산업별 AI",":type":"snowflake-site/components/structure/page","appliedCssClassNames":"summit-page"},{"id":"breadcrumb-976ffa9be6-item-429db6be95","link":{"valid":true,"url":"/ko/artificial-intelligence/industries/ai-in-cybersecurity/"},"active":true,"current":true,"title":"사이버 보안에서의 AI",":type":"snowflake-site/components/structure/fundamentals-page","appliedCssClassNames":"summit-page"}],":type":"snowflake-site/components/breadcrumb"}},":itemsOrder":["breadcrumb"]},":type":"snowflake-site/components/hero-system","appliedCssClassNames":"snowflake-hero-system-background-grad-white"},"container_copy":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"container":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-23cc73a161",":type":"snowflake-site/components/container",":items":{"container":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"flexible_column_cont":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-276263197a",":type":"snowflake-site/components/container",":items":{"flexible_column_cont":{"id":"flexible-column-container-fa6c57f911","type":"2-column-25-75","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"medium","bottomPadding":"medium","spaceBetween":"small","reverseOnMobile":false,"carouselOnMobile":false,"propertiesCSSClasses":"use-case-body","backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-5335602d91",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"text":{"id":"text-ac3e8084d5","additionalClasses":"page-toc","text":"\u003Cul\u003E\u003Cli data-anchor=\"what-is-ai-in-cybersecurity\"\u003E사이버 보안에서의 AI란?\u003C/li\u003E\u003Cli data-anchor=\"why-ai-in-cybersecurity-matters-now\"\u003E지금 사이버 보안 AI가 중요한 이유\u003C/li\u003E\u003Cli data-anchor=\"how-ai-is-used-in-cybersecurity\"\u003E사이버 보안에서 AI를 활용하는 방법\u003C/li\u003E\u003Cli data-anchor=\"ai-powered-cybersecurity-tools-and-technologies\"\u003EAI 기반 사이버 보안 도구와 기술\u003C/li\u003E\u003Cli data-anchor=\"the-rise-of-agentic-ai-in-cyber-defense\"\u003E사이버 방어 분야에서 부상하는 에이전틱 AI\u003C/li\u003E\u003Cli data-anchor=\"how-attackers-use-ai-and-how-defenders-should-respond\"\u003E공격자의 AI 활용과 방어자의 대응 전략\u003C/li\u003E\u003Cli data-anchor=\"benefits-of-ai-in-cybersecurity\"\u003E사이버 보안에서 AI가 제공하는 이점\u003C/li\u003E\u003Cli data-anchor=\"challenges-and-limitations-of-ai-in-cybersecurity\"\u003E사이버 보안 AI의 과제와 한계\u003C/li\u003E\u003Cli data-anchor=\"building-an-ai-cybersecurity-strategy-a-practical-roadmap\"\u003EAI 사이버 보안 전략 수립을 위한 실질적인 로드맵\u003C/li\u003E\u003Cli data-anchor=\"where-ai-in-cybersecurity-is-heading-next\"\u003E사이버 보안 AI의 향후 발전 방향\u003C/li\u003E\u003Cli data-anchor=\"what-it-takes-to-use-ai-well-in-cybersecurity\"\u003E사이버 보안에서 AI를 효과적으로 활용하기 위한 조건\u003C/li\u003E\u003Cli data-anchor=\"ai-in-cybersecurity-faqs\"\u003E사이버 보안 AI FAQ\u003C/li\u003E\u003Cli data-anchor=\"resources\"\u003E리소스\u003C/li\u003E\u003C/ul\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-size-regular text-color-text-05"},"experiencefragment":{"id":"experiencefragment-52b27730db","localizedFragmentVariationPath":"/content/experience-fragments/snowflake-site/language-masters/ko/site/share-icons/share-icons-no-title/jcr:content","configured":true,":type":"snowflake-site/components/experiencefragment",":items":{"root":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"container_949147658":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-b3e6d0771f",":type":"snowflake-site/components/container",":items":{"container_949147658":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"markup_editor":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-c7a9ba0101",":type":"snowflake-site/components/container",":items":{"markup_editor":{"id":"markup-editor-36df3d47a3","title":" ","htmlContent":"\u003Cdiv class=\"share-icon-group\"\u003E\r\n\u003Cspan class=\"share-icon share-icon--linkedin\"\u003E\r\n\u003Csvg class=\"share-icon__svg share-icon--linkedin\" viewBox=\"0 0 26 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"\u003E\r\n\u003Cpath d=\"M23.741 0H1.89287C0.846282 0 0 0.773438 0 1.72969V22.2656C0 23.2219 0.846282 24 1.89287 24H23.741C24.7876 24 25.6388 23.2219 25.6388 22.2703V1.72969C25.6388 0.773438 24.7876 0 23.741 0ZM7.60653 20.4516H3.80076V8.99531H7.60653V20.4516ZM5.70364 7.43438C4.48179 7.43438 3.4953 6.51094 3.4953 5.37187C3.4953 4.23281 4.48179 3.30937 5.70364 3.30937C6.92049 3.30937 7.90698 4.23281 7.90698 5.37187C7.90698 6.50625 6.92049 7.43438 5.70364 7.43438ZM21.8481 20.4516H18.0473V14.8828C18.0473 13.5563 18.0223 11.8453 16.0693 11.8453C14.0914 11.8453 13.7909 13.2938 13.7909 14.7891V20.4516H9.99515V8.99531H13.6407V10.5609H13.6907C14.1965 9.66094 15.4384 8.70938 17.2862 8.70938C21.137 8.70938 21.8481 11.0813 21.8481 14.1656V20.4516V20.4516Z\" fill=\"#249EDC\"/\u003E\r\n\u003C/svg\u003E\r\n\u003C/span\u003E\r\n\u003Cspan class=\"share-icon share-icon--facebook\"\u003E\u003Csvg class=\"share-icon__svg share-icon--facebook\" viewBox=\"0 0 27 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"\u003E\r\n\u003Cpath d=\"M26.2775 12C26.2775 5.37258 20.5381 0 13.4581 0C6.37812 0 0.638672 5.37258 0.638672 12C0.638672 17.9895 5.32652 22.954 11.4551 23.8542V15.4688H8.20013V12H11.4551V9.35625C11.4551 6.34875 13.369 4.6875 16.2971 4.6875C17.6993 4.6875 19.1667 4.92188 19.1667 4.92188V7.875H17.5503C15.9579 7.875 15.4611 8.80008 15.4611 9.75V12H19.0165L18.4482 15.4688H15.4611V23.8542C21.5897 22.954 26.2775 17.9895 26.2775 12Z\" fill=\"#249EDC\"/\u003E\r\n\u003C/svg\u003E\r\n\u003C/span\u003E\r\n\u003Cspan class=\"share-icon share-icon--twitter\"\u003E\u003Csvg class=\"share-icon__svg share-icon--twitter\"  viewBox=\"0 0 25 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"\u003E\r\n\u003Cpath d=\"M14.9219 10.1624L23.8565 0H21.7393L13.9814 8.82384L7.78523 0H0.638672L10.0085 13.3432L0.638672 24H2.75599L10.9485 14.6817L17.4921 24H24.6387L14.9214 10.1624H14.9219ZM12.022 13.4608L11.0726 12.1321L3.51889 1.55962H6.77097L12.8669 10.0919L13.8163 11.4206L21.7403 22.5113H18.4882L12.022 13.4613V13.4608Z\" fill=\"#249EDC\"/\u003E\r\n\u003C/svg\u003E\r\n\u003C/span\u003E\r\n\u003Cspan class=\"share-icon share-icon--email\"\u003E\u003Csvg class=\"share-icon__svg share-icon--email\" viewBox=\"0 0 33 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"\u003E\r\n\u003Cpath fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M4.41235 0H28.4011C30.4998 0 32.1923 1.70379 32.1923 3.79124V20.2088C32.1923 22.3075 30.4885 24 28.4011 24H4.41235C2.31362 24 0.621094 22.2962 0.621094 20.2088V3.79124C0.621094 1.69251 2.3249 0 4.41235 0ZM28.4011 21.4612C29.1007 21.4612 29.6648 20.897 29.6648 20.1975V3.77995C29.6648 3.08037 29.1007 2.5162 28.4011 2.5162H4.41235C3.71277 2.5162 3.14859 3.08037 3.14859 3.77995V20.1975C3.14859 20.897 3.71277 21.4612 4.41235 21.4612H28.4011Z\" fill=\"#249EDC\"/\u003E\r\n\u003Cpath fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M29.6648 20.1975C29.6648 20.897 29.1007 21.4612 28.4011 21.4612H4.41235C3.71277 21.4612 3.14859 20.897 3.14859 20.1975V3.77995C3.14859 3.08037 3.71277 2.5162 4.41235 2.5162H28.4011C29.1007 2.5162 29.6648 3.08037 29.6648 3.77995V20.1975ZM27.7466 6.49927C28.04 6.17205 28.0174 5.66432 27.6902 5.35966V5.34837C27.363 5.055 26.8552 5.07755 26.5506 5.40477L18.7311 13.9577C18.686 14.0141 18.6296 14.0592 18.5731 14.1156C17.2981 15.3117 15.3009 15.2327 14.1162 13.9577L6.2854 5.39351C5.98075 5.05501 5.47299 5.03242 5.14577 5.33708C4.80727 5.64173 4.7847 6.1495 5.08935 6.47672L10.8327 12.7503L5.6084 17.4217C5.2699 17.7151 5.24733 18.2228 5.5407 18.5613C5.83407 18.8998 6.35311 18.9224 6.68033 18.629L11.9159 13.9464L12.9201 15.0409C13.8454 16.0564 15.0865 16.6093 16.418 16.6093C17.7495 16.6093 18.9906 16.0564 19.9159 15.0409L20.8637 14.0028L26.0428 18.6516H26.0654C26.4039 18.945 26.9117 18.9111 27.205 18.5726C27.4984 18.2341 27.4645 17.7264 27.126 17.433L21.9695 12.818L27.7466 6.49927Z\" fill=\"#249EDC\"/\u003E\r\n\u003C/svg\u003E\u003C/span\u003E\r\n\u003C/div\u003E","cssContent":".share-icon__svg *{pointer-events:none}.share-icon-group{display:flex;gap:24px;align-items:center}.share-icon{display:inline-block}.share-icon svg{height:32px}.share-icon__svg:hover path{fill:var(--ui-02);transition:300ms ease fill}.share-icon__svg path{transition:300ms ease fill}","jsContent":"const pageURL=window.location.href;document.addEventListener('click',(e)=\u003E{const targetClassesArr=[...e.target.classList];console.log(targetClassesArr);if(targetClassesArr.includes('share-icon--linkedin')){const shareURL=`https://www.linkedin.com/sharing/share-offsite/?url=${pageURL}`;window.open(shareURL,'_blank');}if(targetClassesArr.includes('share-icon--facebook')){const shareURL=`http://www.facebook.com/sharer/sharer.php?u=${pageURL}`;window.open(shareURL,'_blank');}if(targetClassesArr.includes('share-icon--twitter')){const shareURL=`https://twitter.com/intent/tweet?url=${pageURL}`;window.open(shareURL,'_blank');}if(targetClassesArr.includes('share-icon--email')){const shareURL=`mailto:?subject=Check out this news from Snowflake&body=${pageURL}`;window.open(shareURL);}});",":type":"snowflake-site/components/markup-editor","isGSAPEnabled":false}},":itemsOrder":["markup_editor"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small"}},":itemsOrder":["container_949147658"]},"cq:LiveSyncConfig":{"cq:isDeep":true,"cq:rolloutConfigs":[],"cq:master":"/content/experience-fragments/snowflake-site/language-masters/ko/site/share-icons/share-icons",":type":"cq:LiveCopy"}},":itemsOrder":["root","cq:LiveSyncConfig"],"classNames":"aem-xf"}},":itemsOrder":["text","experiencefragment"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small"},"flexible_column_content_container_2":{"layout":"SIMPLE","id":"fundamentals-main-content",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"section_0":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"text_0":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12","text":"aem-GridColumn aem-GridColumn--default--12","text_696922189":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"what-is-ai-in-cybersecurity",":type":"snowflake-site/components/container",":items":{"text":{"id":"text-2466e1beaf","text":"\u003Cp\u003E\u003Cu\u003E\u003C/u\u003E일반적인 엔터프라이즈 보안 환경에서는 어떤 팀도 수동 프로세스로 모두 처리하기 어려울 만큼 방대한 신호가 생성됩니다. 팀의 대응을 늦추는 요인은 단순히 많은 경고가 아닙니다. 여러 시스템의 이벤트를 연결하고 실제 위험을 나타내는 패턴을 가려내는 데도 상당한 노력이 필요합니다. 알려진 사용자의 로그인은 일상적으로 보일 수 있습니다. 하지만 새로운 디바이스, 평소와 다른 접속 시간, 민감한 시스템에 대한 갑작스러운 대량 쿼리와 함께 살펴보면 상황은 달라집니다. 여러 도구에서 이러한 신호를 수동으로 연결하는 동안 조기에 개입할 기회는 이미 사라지고 있을 수 있습니다.\u003C/p\u003E\n\u003Cp\u003E사이버 보안에 AI를 활용하면 시스템 전반의 신호를 연계하고 주의가 필요한 사안을 식별해 데이터가 의사 결정으로 이어지는 시간을 단축할 수 있습니다.\u003C/p\u003E\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"title_v2":{"id":"title-v2-29d00bac0c","type":"heading2","lines":["사이버 보안에서의 AI란?"],":type":"snowflake-site/components/title-v2"},"text_696922189":{"id":"text-a2ae48b970","text":"\u003Cp\u003E\u003Cu\u003E\u003C/u\u003E사이버 보안에서의 AI란 \u003Ca href=\"https://www.snowflake.com/ko/artificial-intelligence/machine-learning/\"\u003E머신러닝\u003C/a\u003E, 자연어 처리, 행동 분석 및 관련 기법을 활용해 의심스러운 활동을 감지하고 위험의 우선순위를 정하며 보안 운영의 일부를 자동화하는 것을 의미합니다. 실제로는 인증 이벤트, 엔드포인트 텔레메트리, 네트워크 트래픽, 클라우드 로그, 이메일 신호, 취약성 피드, 쿼리 이력, 자산 메타데이터 등 보안 관련 데이터를 처리하도록 모델을 학습하거나 조정한 후, 조사할 가치가 있는 패턴을 식별하는 데 활용합니다.\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"text_0":{"id":"text-a4e5cb9941","additionalClasses":"list--blue-bullets","text":"\u003Cul\u003E\r\n\u003Cli\u003E\u003Cb\u003E행동 모델\u003C/b\u003E은 정상적인 액세스 패턴의 기준선을 설정하고 여기에서 벗어나는 활동을 감지할 수 있습니다.\u003C/li\u003E\r\n\u003Cli\u003E\u003Cb\u003E분류 모델\u003C/b\u003E은 이메일이 알려진 피싱 시도와 얼마나 유사한지 점수화할 수 있습니다.\u003C/li\u003E\r\n\u003Cli\u003E\u003Cb\u003E우선순위 지정 모델\u003C/b\u003E은 악용 가능성, 자산 노출도, 비즈니스 중요도를 종합적으로 평가해 취약성 대기열이 단순한 \u003Ca rel=\"noopener noreferrer\" target=\"_blank\" href=\"https://nvd.nist.gov/vuln-metrics/cvss\"\u003ECVSS\u003C/a\u003E 점수가 아닌 실제 위험을 반영하도록 합니다.\u003C/li\u003E\r\n\u003Cli\u003E\u003Cb\u003E자연어 인터페이스\u003C/b\u003E를 사용하면 분석가가 검색문을 일일이 작성하지 않고도 \u003Ca href=\"https://www.irs.gov/privacy-disclosure/security-information-and-event-management-siem-systems\"\u003ESIEM\u003C/a\u003E에 쿼리하거나 인시던트를 요약할 수 있습니다.\u003C/li\u003E\r\n\u003C/ul\u003E\r\n\u003Cp\u003E이러한 기능은 대개 \u003Ca href=\"https://www.snowflake.com/en/fundamentals/ai-security/systems/\"\u003EAI 보안 시스템\u003C/a\u003E에 통합되어 있으며, 감지와 분석, 대응 기능을 개별적으로 수행하는 대신 보안 워크플로우의 여러 단계에 걸쳐 적용합니다.\u003C/p\u003E\r\n\u003Cp\u003E이 글은 위협 감지와 예방, 대응에 AI를 적용하는 ‘사이버 보안을 위한 AI’에 초점을 맞춥니다. 이는 모델과 프롬프트, 학습 데이터, AI 애플리케이션 자체를 보호하는 ‘AI를 위한 사이버 보안’과는 다릅니다. 보안과 관련된 모든 AI 주제를 하나의 버킷으로 묶어 논의하는 경우가 많지만, 두 분야는 해결하는 문제와 활용하는 데이터, 필요한 통제 방식이 서로 다릅니다.\u003C/p\u003E\r\n\u003Cp\u003E\u003Ci\u003EAI 시스템 자체를 보호하는 방법에 대해 자세히 알아보려면 \u003Ca href=\"https://www.snowflake.com/en/fundamentals/ai-security/\"\u003EAI 보안 가이드\u003C/a\u003E를 참조하세요.\u003C/i\u003E\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"}},":itemsOrder":["text","title_v2","text_696922189","text_0"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"},"section_1":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"text_0":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"why-ai-in-cybersecurity-matters-now",":type":"snowflake-site/components/container",":items":{"title_v2":{"id":"title-v2-c23835b103","type":"heading2","lines":["지금 사이버 보안 AI가 중요한 이유"],":type":"snowflake-site/components/title-v2"},"text_0":{"id":"text-5e3863ad58","text":"\u003Cp\u003E보안 팀이 다루는 환경에서는 엔드포인트 이벤트, 아이덴티티 로그, SaaS 액세스 기록, 클라우드 컨트롤 플레인 활동, 네트워크 흐름, 코드 및 파이프라인 신호, 데이터 액세스 이력, 서드 파티 경고 등 방대한 데이터가 생성됩니다. 이러한 데이터는 서로 다른 스키마와 보존 정책, 신뢰도 수준으로 유입됩니다.\u003C/p\u003E\u003Cp\u003E소규모 환경에서는 숙련된 분석가가 경험을 바탕으로 도구 분산에 따른 문제를 보완할 수 있습니다. 하지만 엔터프라이즈 환경에서는 같은 아이덴티티가 한 시간 안에 SaaS 앱과 웨어하우스, 엔드포인트, 클라우드 워크로드를 오갈 수 있습니다. 따라서 수동 검토보다 빠르고 일관되게 연관성을 분석해야 합니다.\u003C/p\u003E\u003Cp\u003E동시에 공격자들도 AI를 활용해 공격의 완성도와 속도를 높이고 있습니다. \u003Ca href=\"https://www.mckinsey.com/about-us/new-at-mckinsey-blog/ai-is-the-greatest-threat-and-defense-in-cybersecurity-today\"\u003EMcKinsey의 2025 RSA 요약 보고서\u003C/a\u003E에 따르면 AI가 사이버 공격을 가속하면서 침투 후 확산까지 걸리는 시간이 1시간 미만으로 단축되고 있습니다. 해커들은 AI 도구를 이용해 기존 탐지 메커니즘을 우회하는 정교한 피싱 이메일과 가짜 웹사이트, 악성 프롬프트를 기하급수적으로 만들어 내고 있습니다.\u003C/p\u003E\u003Cp\u003E이러한 시급성의 배경에는 인력 문제도 있습니다. 보안 프로그램은 전문 역량과 대응 범위의 제약 속에서 계속 운영되고 있으며, 분석가와 엔지니어, 사고 대응 담당자의 공석을 채우는 데 어려움을 겪는 경우가 많습니다. AI가 주목받는 이유는 고도로 숙련된 보안 팀을 반복 업무에서 해방하기 때문입니다. 경고 중복 제거, 사례 정보 보강, 위험 순위 지정, 증거 요약, 적절한 워크플로우로의 인시던트 라우팅 등을 AI가 대신할 수 있습니다.\u003C/p\u003E\u003Cp\u003E비용 부담도 이러한 압박을 가중합니다. \u003Ca href=\"https://www.ibm.com/reports/data-breach\"\u003EIBM의 2025년 데이터 유출 비용 보고서\u003C/a\u003E에 따르면 전 세계 평균 데이터 유출 비용은 440만 달러(USD)에 달합니다. 반면 보안 AI와 자동화를 도입한 조직은 AI 보안 솔루션을 사용하지 않는 조직보다 190만 달러의 비용 절감 효과를 거두는 것으로 나타났습니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"}},":itemsOrder":["title_v2","text_0"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"},"section_2":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"h3_title_7":"aem-GridColumn aem-GridColumn--default--12","h3_title_3":"aem-GridColumn aem-GridColumn--default--12","h3_title_4":"aem-GridColumn aem-GridColumn--default--12","text_1":"aem-GridColumn aem-GridColumn--default--12","h3_title_5":"aem-GridColumn aem-GridColumn--default--12","text_0":"aem-GridColumn aem-GridColumn--default--12","h3_title_6":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12","h3_title_0":"aem-GridColumn aem-GridColumn--default--12","h3_title_1":"aem-GridColumn aem-GridColumn--default--12","h3_title_2":"aem-GridColumn aem-GridColumn--default--12","text_3":"aem-GridColumn aem-GridColumn--default--12","text_2":"aem-GridColumn aem-GridColumn--default--12","text_5":"aem-GridColumn aem-GridColumn--default--12","text_4":"aem-GridColumn aem-GridColumn--default--12","text_7":"aem-GridColumn aem-GridColumn--default--12","text_6":"aem-GridColumn aem-GridColumn--default--12","text_8":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"how-ai-is-used-in-cybersecurity",":type":"snowflake-site/components/container",":items":{"title_v2":{"id":"title-v2-ce90d55e16","type":"heading2","lines":["사이버 보안에서 AI를 활용하는 방법"],":type":"snowflake-site/components/title-v2"},"text_0":{"id":"text-2def3adf75","text":"\u003Cp\u003E오늘날 사이버 보안 팀이 AI를 어떻게 활용하는지 이해하려면 실제 업무 흐름을 살펴보는 것이 가장 효과적입니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_0":{"id":"title-v2-8f5704d05b","type":"heading3","lines":["위협 감지와 이상 징후 식별"],":type":"snowflake-site/components/title-v2"},"text_1":{"id":"text-fbed78c330","text":"\u003Cp\u003E위협 감지는 여전히 가장 대표적인 AI 사용 사례입니다. 현대적인 환경에서는 아이덴티티 이벤트, API 호출, 프로세스 실행, 파일 액세스 패턴, DNS 요청, 네트워크 흐름, 데이터 쿼리 등이 끊임없이 발생합니다. 각각을 따로 보면 모두 평범해 보일 수 있습니다. AI는 개별 이벤트를 더 폭넓은 행동 컨텍스트와 비교해 이상 징후를 포착합니다.\u003C/p\u003E\r\n\u003Cp\u003E이러한 접근 방식은 특히 \u003Ca href=\"https://www.crowdstrike.com/en-us/cybersecurity-101/malware/malware-detection/\"\u003E시그니처 기반 방식\u003C/a\u003E의 한계가 드러나는 영역에서 효과적입니다. 시그니처 및 규칙 기반 감지는 알려진 악성 소프트웨어를 식별하는 데 여전히 중요한 역할을 합니다. 하지만 공격자가 사용자 지정 페이로드를 만들거나 정상적인 자격 증명을 사용하고, 정상 운영과 유사한 방식으로 움직이면 효과가 떨어집니다. 사용자 및 엔터티 행동 분석(UEBA)은 보안 팀이 예상 범위를 벗어난 활동을 식별하도록 지원합니다.\u003C/p\u003E\r\n\u003Cp\u003E감지 범위를 평가하는 데 유용한 프레임워크로는 공격자의 전술, 기법, 절차를 정리해 널리 활용되는 지식 기반인 \u003Ca href=\"https://attack.mitre.org/\"\u003EMITRE ATT&CK\u003C/a\u003E가 있습니다. 보안 팀은 ATT&CK를 활용해 현재 도구가 실제로 감지할 수 있는 활동을 매핑하고, 감지 공백을 파악하며, AI 보조 감지가 관련 기법 범주의 활동을 포착하는 역량을 높이고 있는지 평가합니다.\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_1":{"id":"title-v2-9d5f51e154","type":"heading3","lines":["선제적 위협 헌팅"],":type":"snowflake-site/components/title-v2"},"text_2":{"id":"text-98b2fe9708","text":"\u003Cp\u003E위협 헌터는 공격자가 아직 어떤 경고도 유발하지 않은 방식으로 환경에 침투해 활동 중일 수 있다는 가설을 세우고, 이를 입증하거나 배제할 증거를 찾습니다. 분석가가 주도하는 조사 중심의 업무지만, AI는 프로세스의 여러 단계에서 속도를 높입니다.\u003C/p\u003E\u003Cp\u003E가설 수립은 AI를 가장 먼저 효과적으로 활용할 수 있는 지점 중 하나입니다. AI는 수동적 감지가 포착하지 못한 과거 텔레메트리의 미약한 신호 패턴을 찾아 조사할 가치가 있는 활동을 식별합니다. 예를 들어 비정상적인 액세스 순서, 휴면 계정에서 나타나는 미세한 활동 징후, 행동 임계값 바로 아래에서 진행된 측면 이동 등을 찾아낼 수 있습니다. 기존에는 데이터를 가져와 필터링하는 데 몇 시간씩 소요했던 위협 헌터도 이제 추적할 가치가 높은 단서의 짧은 목록부터 조사를 시작할 수 있습니다.\u003C/p\u003E\u003Cp\u003E쿼리 지원도 실용적인 AI 애플리케이션 중 하나입니다. 대규모 데이터 세트에서 헌팅하려면 유용할 만큼 정밀하면서도 변형된 활동을 놓치지 않을 정도로 범위가 넓은 검색을 구성해야 합니다. AI는 분석가가 가설을 효과적인 쿼리로 전환하도록 지원하고, 연관된 검색 관점을 제안하며, 조사 과정에서 발생하는 결과가 노이즈인지 유의미한 신호인지 구분합니다.\u003C/p\u003E\u003Cp\u003EAI는 긴 시간과 방대한 규모에 걸친 패턴 인식에 탁월합니다. 정상 행동을 모방해 감지 임계값 아래에서 서서히 진행되는 침입을 추적할 때 AI는 공격을 더 쉽게 포착하도록 지원합니다. 수작업으로 조사하는 분석가보다 더 긴 시간 범위와 더 많은 데이터 소스에 걸친 컨텍스트를 유지할 수 있기 때문입니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_2":{"id":"title-v2-08bf800537","type":"heading3","lines":["인시던트 대응 자동화"],":type":"snowflake-site/components/title-v2"},"text_3":{"id":"text-fb82d33d02","text":"\u003Cp\u003E인시던트 대응에는 반드시 필요하지만 반복적이고 수작업 비용이 많이 드는 단계가 많습니다. 경고가 접수되면 분석가는 전후 활동을 수집하고, 자산 소유권을 확인하며, 관련 지표와 이전 인시던트를 검토해야 합니다. 여기에 위협 인텔리전스를 추가하고 메모를 작성한 뒤, 해당 이벤트를 격리 워크플로우로 보낼지 우선순위가 낮은 대기열에 배치할지 결정해야 합니다. 이러한 업무의 상당 부분은 매번 동일한 패턴으로 반복됩니다.\u003C/p\u003E\u003Cp\u003EAI는 이 과정을 단축합니다. 티켓이 생성되기 전에 관련 증거를 수집하고, 변경 사항을 요약하며, 중복 항목을 클러스터로 묶을 수 있습니다. 또한 예상 심각도를 판단하고 사례를 미리 구성해 분석가가 파편화된 원시 정보가 아닌 충분한 컨텍스트를 바탕으로 업무를 시작하도록 지원합니다. 신뢰도 임계값과 비즈니스 영향이 명확히 파악된 환경에서는 토큰 취소, 디바이스 격리, 인증 강화, 대응 작업 생성 등 제한된 범위의 조치를 자동으로 실행할 수도 있습니다.\u003C/p\u003E\u003Cp\u003E이때 운영상의 이점은 대개 업무 지연 요인을 줄이는 데서 나옵니다. 명백한 오탐을 조기에 걸러내고 반복되는 경고를 한데 묶으면 1차 대응 대기열의 처리 속도가 빨라집니다. 담당자는 사례를 구성하는 데 들이는 시간을 줄이고 해당 이벤트의 의미를 판단하는 데 더 집중할 수 있습니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_3":{"id":"title-v2-344bb923cc","type":"heading3","lines":["취약성 관리와 우선순위 지정"],":type":"snowflake-site/components/title-v2"},"text_4":{"id":"text-3b8fc9907e","text":"\u003Cp\u003E취약성 스캐너는 엔드포인트, 워크로드, 컨테이너, 애플리케이션 전반에서 수천 건의 문제를 보고할 수 있습니다. 하지만 이론적으로 심각한 결함과 현재 환경에서 실제 악용 가능성이 있고 관련성도 높은 결함을 구분할 수 있어야 대기열을 실질적인 조치로 연결할 수 있습니다. AI는 정적 심각도만으로는 포착할 수 없는 컨텍스트를 더합니다. 자산이 인터넷에 노출되어 있는지, 익스플로잇 코드가 유포 중인지, 취약한 시스템이 권한 액세스 수단을 보유하고 있는지, 취약점이 외부 노출 경로에 존재하는지, 최근 위협 활동으로 인해 조만간 악용될 가능성이 커졌는지 등을 종합적으로 평가합니다.\u003C/p\u003E\u003Cp\u003E예를 들어 매출에 핵심적인 서비스를 지원하는 외부 노출 시스템의 중간 심각도 결함은 즉시 조치해야 할 수 있습니다. 반면 격리된 내부 환경에 있는 더 높은 점수의 문제는 대응을 미뤄도 될 수 있습니다. 보안 팀은 이미 경험을 통해 이러한 차이를 알고 있었습니다. AI는 이 지식을 광범위한 IT 자산 전반에 더욱 일관되게 적용하도록 지원합니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_4":{"id":"title-v2-3b8def76e3","type":"heading3","lines":["피싱 및 소셜 엔지니어링 방어"],":type":"snowflake-site/components/title-v2"},"text_5":{"id":"text-7e628fb627","text":"\u003Cp\u003E많은 조직이 공격자의 AI 활용을 가장 직접적으로 체감하는 영역은 피싱입니다. \u003Ca href=\"https://www.snowflake.com/ko/fundamentals/large-language-model/\"\u003E대규모 언어 모델\u003C/a\u003E(LLM)을 사용하면 자연스럽고 조직 내부의 어조를 모방하며, 그럴듯한 비즈니스 활동을 언급하고, 표적의 역할이나 지역에 맞춘 이메일을 손쉽게 생성할 수 있습니다. 공격에 성공하기 위해 메시지가 완벽할 필요는 없습니다. 링크를 클릭하거나 자격 증명을 입력하고 승인 문서에 서명하도록 순간적인 판단을 유도할 만큼만 정상적으로 보이면 충분한 경우가 많습니다.\u003C/p\u003E\r\n\u003Cp\u003EAI 기반 방어는 키워드나 차단 목록에만 의존하지 않습니다. 발신자 행동, 도메인 생성 시점, 메시지 내용, 링크 구조, 과거 커뮤니케이션 패턴, 관련 사용자 컨텍스트를 종합적으로 평가합니다.\u003C/p\u003E\r\n\u003Cp\u003E이 기능은 악성 메시지가 일상적인 업무처럼 보이는 비즈니스 이메일 침해와 스피어 피싱 시나리오에서 특히 중요합니다. 송장 검토, 비밀번호 재설정, 송금 승인 요청은 문구만으로는 의심스럽게 보이지 않을 수 있습니다. 발신자가 해당 도메인을 사용한 적이 없고, 표적이 이런 유형의 요청을 거의 받지 않으며, 삽입된 링크가 새로 생성된 호스트로 연결되고, 수신자가 높은 수준의 승인 역할을 맡고 있다는 사실을 시스템이 종합적으로 파악해야 비로소 의심스러운 메시지로 표시될 수 있습니다.\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_5":{"id":"title-v2-66cd743db3","type":"heading3","lines":["위협 인텔리전스 분석"],":type":"snowflake-site/components/title-v2"},"text_6":{"id":"text-e725ace569","text":"\u003Cp\u003E위협 인텔리전스 팀에는 지표, 권고 사항, 피드 업데이트, 내부 신호가 끊임없이 유입됩니다. 형식은 제각각이고 신뢰도도 일정하지 않으며, 유효 기간이 매우 짧은 정보도 많습니다. AI는 여러 소스의 지표를 연계하고, 관련 활동을 잠재적 캠페인이나 공격 주체 패턴으로 그룹화하며, 명백한 중복을 제거합니다. 또한 조직의 환경과 자산 특성, 현재 노출 상태에 가장 밀접한 위협 클러스터를 식별해 이러한 정보를 더욱 유용하게 활용하도록 지원합니다.\u003C/p\u003E\n\u003Cp\u003E그 결과 분석가는 데이터 정규화와 수집에 들이는 시간을 줄이고, 해석과 대응에 더 집중할 수 있습니다. AI는 수동 검토로 놓치기 쉬운 지표 간 관계도 찾아냅니다. 예를 들어 새롭게 발견된 도메인을 과거 캠페인에 사용된 인프라와 연결하거나, 특정 산업에서 보고된 \u003Ca href=\"https://csrc.nist.gov/glossary/term/Tactics_Techniques_and_Procedures\"\u003ETTPs 클러스터\u003C/a\u003E가 다른 산업에서도 나타나기 시작한 시점을 식별할 수 있습니다. 업계 위협 정보 공유 프로그램에 참여하는 조직에서는 AI 기반 상관분석을 통해 정보가 대기열에 머무르지 않고 실행 가능한 컨텍스트로 전환되는 사례가 늘고 있습니다.\u003C/p\u003E\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_6":{"id":"title-v2-a10c227abc","type":"heading3","lines":["아이덴티티 및 액세스(IAM)"],":type":"snowflake-site/components/title-v2"},"text_7":{"id":"text-0c0f4fb81d","text":"\u003Cp\u003EIAM 워크플로우에는 디바이스 상태, 로그인 시점, 위치, 인증 방법, 권한 수준, 세션 지속 시간, 네트워크 컨텍스트, 이후의 액세스 활동 등 다양한 행동 신호가 포함됩니다. AI는 이러한 신호를 종합적으로 평가해 정적인 통과 여부가 아닌 동적인 위험 판단을 내릴 수 있습니다. 이를 기반으로 적응형 액세스를 구현할 수 있습니다. 예상된 행동을 보이는 사용자는 거의 방해받지 않고 작업을 이어가는 반면, 비정상적인 패턴이 감지된 세션에는 추가 인증을 요구하거나 액세스를 제한하고 상위 단계로 에스컬레이션합니다.\u003C/p\u003E\u003Cp\u003E아이덴티티를 다운스트림 활동과 연계하면 효과는 더욱 커집니다. 위험한 로그인 이후 비정상적인 쿼리 급증, 권한 변경, 토큰 생성 또는 사용자가 평소 거의 이용하지 않는 데이터에 대한 액세스가 이어진다면 위험도는 한층 높아집니다. 이 단계에서 아이덴티티 보호는 데이터 보안 및 광범위한 텔레메트리 분석과 결합해 더욱 강력한 방어 양식으로 발전합니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_7":{"id":"title-v2-e95a5ca7ad","type":"heading3","lines":["네트워크 트래픽과 클라우드 환경 분석"],":type":"snowflake-site/components/title-v2"},"text_8":{"id":"text-fa32a00ff4","text":"\u003Cp\u003E아이덴티티와 SaaS의 확산이 아키텍처를 지배하는 환경에서도 네트워크 트래픽은 여전히 중요한 단서를 제공합니다. 침투 거점을 확보한 공격자는 내부에서 이동하고 통신하며 가치를 탈취해야 합니다. 따라서 명령 및 제어 패턴, 측면 이동, 비코닝, 데이터 유출 행동은 여전히 중요한 탐지 대상입니다.\u003C/p\u003E\u003Cp\u003EAI 기반 네트워크 탐지 및 대응 도구는 단일 패킷이나 연결만으로는 악성으로 보이지 않는 활동의 시점, 시퀀스, 관계 패턴을 종합적으로 평가할 수 있습니다. 장기간에 걸친 저강도 데이터 유출 경로, 워크로드 간 비정상적인 동서 방향 통신 패턴, 기준선에서 벗어난 내부 호출 시퀀스는 시간에 따른 정상 행동과 비교할 때 더 선명하게 드러납니다.\u003C/p\u003E\u003Cp\u003E클라우드 환경에서는 같은 원리가 컨트롤 플레인과 워크로드 텔레메트리에도 적용됩니다. 역할, 워크로드 또는 서비스 계정의 활동은 해당 주체가 위치한 경계보다 더 중요할 때가 많습니다. AI 클라우드 보안이 독립적인 카테고리로 자리 잡는 이유도 여기에 있습니다. 이제 해석해야 할 데이터에는 기존 네트워크 트래픽뿐 아니라 API 행동, 임시 리소스, 구성 드리프트, 워크로드 간 관계까지 포함됩니다.\u003C/p\u003E\u003Cp\u003E\u003Cem\u003E현대적인 \u003Ca href=\"https://www.snowflake.com/en/solutions/departments/cybersecurity/\"\u003E사이버 보안 운영\u003C/a\u003E을 위한 Snowflake 솔루션을 살펴보세요.\u003C/em\u003E\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"}},":itemsOrder":["title_v2","text_0","h3_title_0","text_1","h3_title_1","text_2","h3_title_2","text_3","h3_title_3","text_4","h3_title_4","text_5","h3_title_5","text_6","h3_title_6","text_7","h3_title_7","text_8"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"},"section_3":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"youtube":"aem-GridColumn aem-GridColumn--default--12","text_0":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12","text":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"ai-powered-cybersecurity-tools-and-technologies",":type":"snowflake-site/components/container",":items":{"title_v2":{"id":"title-v2-ced8898c6f","type":"heading2","lines":["AI 기반 사이버 보안 도구와 기술"],":type":"snowflake-site/components/title-v2"},"text":{"id":"text-037d8f6289","text":"\u003Cp\u003E\u003Cu\u003E\u003C/u\u003E대부분의 조직은 이미 사용 중인 제품이나 익숙한 카테고리를 통해 사이버 보안 분야의 AI를 접하게 됩니다. 해당 예로는 다음을 들 수 있습니다.\u003C/p\u003E\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"text_0":{"id":"text-9c8fea101e","additionalClasses":"list--blue-bullets","text":"\u003Cul\u003E\r\n\u003Cli\u003ESIEM은 AI 기반 상관분석과 조사를 지원할 수 있습니다.\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.crowdstrike.com/en-us/cybersecurity-101/endpoint-security/edr-vs-mdr-vs-xdr/\"\u003EEDR 또는 XDR 플랫폼\u003C/a\u003E은 엔드포인트와 크로스 도메인 활동에 행동 모델을 적용할 수 있습니다.\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.servicenow.com/products/security-operations/what-is-soar.html\"\u003ESOAR\u003C/a\u003E 워크플로우는 AI로 알림에 정보를 보강하고, 인시던트를 분류하며, 대응 기록을 요약할 수 있습니다.\u003C/li\u003E\r\n\u003Cli\u003E네트워크 탐지 플랫폼은 모델을 활용해 기준선에서 벗어난 통신 패턴을 식별할 수 있습니다.\u003C/li\u003E\r\n\u003Cli\u003E아이덴티티 분석 도구는 세션 위험을 평가하고 계정 오용을 탐지할 수 있습니다.\u003C/li\u003E\r\n\u003C/ul\u003E\r\n\u003Cp\u003E보안 팀이 원시 텔레메트리를 기반으로 맞춤형 탐지 모델을 직접 구축하는 것부터 시작하는 경우는 드뭅니다. 대신 기존 스택 전반에 AI를 도입한 뒤, 실제로 성과를 개선하는 영역과 더 엄격한 통제 또는 더 나은 데이터가 필요한 영역을 파악합니다. 클라우드 보안 제품에서도 수동 검토가 감당하기 어려워진 환경의 노출과 정책 드리프트를 우선순위화하기 위해 AI를 활용하는 사례가 늘고 있습니다.\u003C/p\u003E\r\n\u003Cp\u003E\u003Ca href=\"https://www.snowflake.com/ko/artificial-intelligence/generative-ai/\"\u003E생성형 AI\u003C/a\u003E는 분석가 인터페이스도 바꾸고 있습니다. 대응 담당자는 조사하려는 활동을 자연어로 설명하고, 여러 스테이지에 걸친 인시던트의 요약 초안을 받거나, 작성에 많은 시간이 걸리던 사례 증거 기반의 1차 보고서를 생성할 수 있습니다.\u003C/p\u003E\r\n\u003Cp\u003E\u003Ci\u003E선도적인 사이버 보안 기업이 차세대 사이버 보안의 실제 모습을 논의하는 영상을 확인하세요.\u003C/i\u003E\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"youtube":{"id":"embed-33132bb32a","youtubeVideoId":"UD6fkNU2fIM","layout":"responsive","youtubeAspectRatio":"56.25","youtubeAutoPlay":false,"youtubeLoop":false,"youtubeMute":false,"youtubePlaysInline":false,"youtubeRel":false,"embeddableResourceType":"core/wcm/components/embed/v1/embed/embeddable/youtube","type":"EMBEDDABLE",":type":"snowflake-site/components/youtube"}},":itemsOrder":["title_v2","text","text_0","youtube"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"},"section_4":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"text_0":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"the-rise-of-agentic-ai-in-cyber-defense",":type":"snowflake-site/components/container",":items":{"title_v2":{"id":"title-v2-48c8f417b4","type":"heading2","lines":["사이버 방어 분야에서 부상하는 에이전틱 AI"],":type":"snowflake-site/components/title-v2"},"text_0":{"id":"text-08a6c12f28","text":"\u003Cp\u003E보안 업무에는 여러 도구를 아우르는 계획과 실행이 필요한, 명확한 범위의 다단계 작업이 많습니다. 이는 \u003Ca href=\"https://www.snowflake.com/ko/artificial-intelligence/agents/\"\u003E에이전틱 AI 시스템\u003C/a\u003E이 역량을 발휘하기에 적합한 환경입니다. 그러나 현실적인 단기 모델은 완전 자율 방어가 아니라 사람의 감독을 전제로 한 지원입니다. 조직은 영향력이 큰 대응 권한을 에이전트에 맡긴 채 개입을 중단해서는 안 되며, 실제로도 그렇게 하지 않습니다. 대신 분석가가 증거를 더 빠르게 수집하고, 사례를 더욱 충실하게 구성하며, 명확한 범위 안에서 다음 조치를 제안받도록 지원하는 에이전트를 실험하고 있습니다.\u003C/p\u003E\r\n\u003Cp\u003E다만 에이전트는 운영 범위를 넓히는 동시에 공격 표면도 확대하므로 신중한 접근이 필요합니다. AI 에이전트가 컨텍스트를 검색하고, 도구를 호출하며, 티켓에 액세스하거나 워크플로우를 실행할 수 있게 되면 권한, 그라운딩, 검증의 품질이 결과물의 유창성만큼 중요해집니다. 광범위한 액세스 권한을 가진 에이전트가 프롬프트 인젝션 공격을 받으면 심각한 위험을 초래할 수 있습니다. 따라서 사람의 승인 게이트, 도구 범위 제한, 감사 로그, \u003Ca href=\"https://www.snowflake.com/ko/artificial-intelligence/ai-governance/\"\u003E거버넌스 통제\u003C/a\u003E를 처음부터 설계에 포함해야 합니다.\u003C/p\u003E\r\n\u003Cp\u003E\u003Ci\u003E프로덕션 환경에서 에이전틱 AI를 보호하는 방법은 \u003Ca href=\"https://www.snowflake.com/en/fundamentals/ai-security/agents/\"\u003E에이전트를 위한 AI 보안\u003C/a\u003E에서 확인하세요.\u003C/i\u003E\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"}},":itemsOrder":["title_v2","text_0"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"},"section_5":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"text_0":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"how-attackers-use-ai-and-how-defenders-should-respond",":type":"snowflake-site/components/container",":items":{"title_v2":{"id":"title-v2-6c4145b6ff","type":"heading2","lines":["공격자의 AI 활용과 방어자의 대응 전략"],":type":"snowflake-site/components/title-v2"},"text_0":{"id":"text-a3c0a41c49","text":"\u003Cp\u003E\u003Ca href=\"https://www.weforum.org/publications/global-cybersecurity-outlook-2026/\"\u003EWEF 글로벌 사이버 보안 전망 2026\u003C/a\u003E에 따르면 CEO들은 2026년 가장 우려되는 사안으로 사이버 기반 사기와 피싱을 #1로 꼽았습니다. 공격자들은 공격 비용을 낮추고 성과를 앞당길 수 있는 모든 영역에서 AI를 활용하고 있습니다.\u003C/p\u003E\n\u003Cp\u003E대표적인 사례가 피싱입니다. LLM은 과거의 저비용 캠페인보다 훨씬 정교하게 표적화된 메시지를 생성할 수 있습니다. 딥페이크는 이러한 위협을 음성과 영상으로 확장합니다. 원격 승인, 경영진의 요청 또는 검증 절차가 허술한 내부 커뮤니케이션에 의존하는 조직에는 특히 중요한 문제입니다. AI는 공격자가 정찰 속도를 높이고, 다양한 공격 방식을 더 빠르게 시험하며, 식별 가능한 패턴에 의존하는 탐지 로직을 우회할 방법을 찾는 데도 활용될 수 있습니다.\u003C/p\u003E\n\u003Cp\u003E모든 공격자의 수법이 비약적으로 정교해진 것은 아닙니다. 하지만 더 많은 공격자가 짧은 시간에 그럴듯한 기만 전술을 구사할 수 있게 되면서, 방어자의 과제도 허술한 공격을 걸러내는 것에서 정교한 시도의 진위를 검증하는 것으로 바뀌고 있습니다.\u003C/p\u003E\n\u003Cp\u003E방어 대응팀은 승인 절차의 검증 체계를 강화하고, ID 관리 수준을 높이며, 액세스 제어를 더욱 엄격하게 적용해야 합니다. 또한 적대적 조건에서 모델을 테스트하고 AI 기반 워크플로우 자체가 어디에서 조작될 수 있는지 명확히 파악해야 합니다. 불충분한 컨텍스트, 취약한 프로비넌스 또는 지나치게 광범위한 권한에 의존하는 시스템은 문제가 이미 확산된 뒤에야 장애가 드러날 수 있습니다.\u003C/p\u003E\n\u003Cp\u003E데이터 계층이 중요한 이유도 여기에 있습니다. 모델이 텔레메트리, 로그, 계보, 액세스 메타데이터 또는 검색된 문서를 바탕으로 작동한다면, 해당 입력의 품질과 신뢰성도 보안 태세를 좌우하는 핵심 요소가 됩니다.\u003C/p\u003E\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"}},":itemsOrder":["title_v2","text_0"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"},"section_6":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"h3_title_3":"aem-GridColumn aem-GridColumn--default--12","h3_title_4":"aem-GridColumn aem-GridColumn--default--12","text_1":"aem-GridColumn aem-GridColumn--default--12","text_0":"aem-GridColumn aem-GridColumn--default--12","text_3":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12","h3_title_0":"aem-GridColumn aem-GridColumn--default--12","text_2":"aem-GridColumn aem-GridColumn--default--12","h3_title_1":"aem-GridColumn aem-GridColumn--default--12","text_5":"aem-GridColumn aem-GridColumn--default--12","h3_title_2":"aem-GridColumn aem-GridColumn--default--12","text_4":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"benefits-of-ai-in-cybersecurity",":type":"snowflake-site/components/container",":items":{"title_v2":{"id":"title-v2-492ebca706","type":"heading2","lines":["사이버 보안에서 AI가 제공하는 이점"],":type":"snowflake-site/components/title-v2"},"text_0":{"id":"text-6ffee65cf1","text":"\u003Cp\u003E사이버 보안에서 AI의 효과는 반복적이고 시간에 민감하며 많은 컨텍스트를 처리해야 하는 보안 운영 영역에서 가장 두드러집니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_0":{"id":"title-v2-5736dd139c","type":"heading3","lines":["더 빠른 탐지와 대응"],":type":"snowflake-site/components/title-v2"},"text_1":{"id":"text-a264a797ad","text":"\u003Cp\u003EAI가 신뢰도가 낮은 알림을 분류하고 관련 증거를 연결하며 연관된 활동을 조기에 포착하면, 분석가는 더욱 빠르게 유의미한 판단을 내릴 수 있습니다. 공격자가 침투 거점을 확보한 뒤에는 대응 지연에 따른 경제적, 운영적 비용이 빠르게 불어나므로 속도가 무엇보다 중요합니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_1":{"id":"title-v2-321d372d9c","type":"heading3","lines":["효과적인 우선순위 지정"],":type":"snowflake-site/components/title-v2"},"text_2":{"id":"text-960290bcf5","text":"\u003Cp\u003EAI는 정적 점수 체계보다 폭넓은 조건을 활용해 취약점, 인시던트, 액세스 이상 징후의 우선순위를 정함으로써 처리 대기열의 실행 가능성을 높입니다. 개별적으로는 사소해 보이더라도 자산 노출도, 권한 수준, 공격자 활동을 함께 고려하면 중대한 결과를 초래할 수 있는 문제를 찾아낼 수 있습니다. 반대로 이론상 심각해 보여도 실제 맥락에서는 영향이 크지 않은 문제에 투입되는 불필요한 노력도 줄여 줍니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_2":{"id":"title-v2-42e08b9aa5","type":"heading3","lines":["텔레메트리 활용 극대화"],":type":"snowflake-site/components/title-v2"},"text_3":{"id":"text-20d8786609","text":"\u003Cp\u003E모델이 로그와 이벤트를 지속적으로 여러 도메인에 걸쳐 평가하면, 기존에 충분히 활용되지 못했던 데이터의 가치가 높아집니다. 특히 하나의 인시던트가 짧은 시간 안에 엔드포인트, ID, 클라우드, 데이터 액세스 시스템 전반에 영향을 미치는 환경에서 중요합니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_3":{"id":"title-v2-b1dcc5a93c","type":"heading3","lines":["더 일관된 트리아지"],":type":"snowflake-site/components/title-v2"},"text_4":{"id":"text-2c8a324b04","text":"\u003Cp\u003E분석가의 업무가 과중하거나 워크플로우가 분절되어 있거나 필요한 컨텍스트가 늦게 제공되면 트리아지 품질이 흔들리기 쉽습니다. AI는 매번 동일한 보강 및 순위 지정 로직을 적용해 일상적인 검토의 일관성을 높이고, 사람이 판단할 수 있는 더욱 안정적인 출발점을 제공합니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_4":{"id":"title-v2-68aa115d13","type":"heading3","lines":["희소한 전문 역량의 효율적 활용"],":type":"snowflake-site/components/title-v2"},"text_5":{"id":"text-3dfed1e24d","text":"\u003Cp\u003E숙련된 대응 전문가와 보안 아키텍트는 확보 비용이 높고 대체하기도 어렵습니다. AI가 사례 구성, 증거 수집, 초기 요약과 같은 반복 작업을 더 많이 맡으면, 이들은 조사, 위협 헌팅, 아키텍처, 통제 설계에 더 많은 시간을 집중할 수 있습니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"}},":itemsOrder":["title_v2","text_0","h3_title_0","text_1","h3_title_1","text_2","h3_title_2","text_3","h3_title_3","text_4","h3_title_4","text_5"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"},"section_7":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"h3_title_3":"aem-GridColumn aem-GridColumn--default--12","h3_title_4":"aem-GridColumn aem-GridColumn--default--12","text_1":"aem-GridColumn aem-GridColumn--default--12","text_0":"aem-GridColumn aem-GridColumn--default--12","text_3":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12","h3_title_0":"aem-GridColumn aem-GridColumn--default--12","text_2":"aem-GridColumn aem-GridColumn--default--12","h3_title_1":"aem-GridColumn aem-GridColumn--default--12","text_5":"aem-GridColumn aem-GridColumn--default--12","h3_title_2":"aem-GridColumn aem-GridColumn--default--12","text_4":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"challenges-and-limitations-of-ai-in-cybersecurity",":type":"snowflake-site/components/container",":items":{"title_v2":{"id":"title-v2-ac0efe590e","type":"heading2","lines":["사이버 보안 AI의 과제와 한계"],":type":"snowflake-site/components/title-v2"},"text_0":{"id":"text-a382f9afa2","text":"\u003Cp\u003EAI는 만능이 아니며, 그 한계가 미치는 영향도 결코 가볍지 않습니다. 따라서 이러한 과제는 운영 설계 단계부터 해결해야 합니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_0":{"id":"title-v2-d5f66dbbd8","type":"heading3","lines":["설명 가능성과 할루시네이션"],":type":"snowflake-site/components/title-v2"},"text_1":{"id":"text-e79271b7c2","text":"\u003Cp\u003E분석가는 모델이 특정 문제를 포착하거나 결과를 생성하고 조치를 실행한 이유, 판단에 반영된 입력, 시스템의 실제 신뢰 수준을 파악할 수 있어야 합니다. 이러한 정보가 없으면 신뢰를 구축하고 유지하기 어렵습니다.\u003C/p\u003E\n\u003Cp\u003E이와 밀접하게 연관된 중대한 실패 유형이 바로 할루시네이션입니다. 보안 워크플로우에 사용되는 LLM은 그럴듯하지만 사실과 다른 결과를 생성할 수 있습니다. 인시던트를 잘못 해석한 요약, 부정확한 문제 해결 단계, 겉보기에는 타당하지만 논리적 오류가 포함된 탐지 규칙이 대표적입니다. 보안 운영에서 할루시네이션이 포함된 결과는 대응을 지연시키고 잘못된 확신을 심어 주거나 통제가 잘못 구성되는 결과로 이어질 수 있습니다.\u003C/p\u003E\n\u003Cp\u003E따라서 보안용 AI를 배포할 때는 근거 기반 설계와 검증이 특히 중요합니다. 대응 의사 결정에 영향을 미치는 결과는 그 근거가 된 증거까지 추적할 수 있어야 합니다. 분석가 역시 요약된 결론을 그대로 받아들이지 않고 주장의 타당성을 직접 확인할 수 있어야 합니다. 위험의 본질은 AI 시스템이 항상 틀린다는 데 있지 않습니다. 명백한 오류보다 발견하기 어려운, 권위 있어 보이는 방식으로 잘못된 결과를 제시할 수 있다는 점에 있습니다.\u003C/p\u003E\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_1":{"id":"title-v2-752fcd901e","type":"heading3","lines":["데이터 품질과 모델 드리프트"],":type":"snowflake-site/components/title-v2"},"text_2":{"id":"text-45be72a8fe","text":"\u003Cp\u003EAI 워크플로우는 기반 데이터의 취약점까지 그대로 물려받습니다. 불완전한 로그, 일관되지 않은 ID 매핑, 오래된 자산 컨텍스트, 미흡한 보존 정책, 불분명한 소유권은 모두 성능을 저하시킬 수 있습니다. 시간이 지나 환경과 공격자의 행동, 정상적인 비즈니스 프로세스가 변화하면 모델에도 드리프트가 발생할 수 있습니다.\u003C/p\u003E\u003Cp\u003E예를 들어 지난해의 액세스 패턴으로 학습한 모델은 뚜렷한 실패 신호 없이도 현재의 공격 행태나 재편된 환경에서 성능이 저하될 수 있습니다. 이 때문에 드리프트는 특히 위험합니다. 시스템은 계속 작동하지만 탐지 범위는 서서히 약화되며, 탐지를 놓친 뒤에야 문제가 드러날 수 있습니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_2":{"id":"title-v2-d41ce0a0f4","type":"heading3","lines":["오탐, 미탐, 과도한 자동화"],":type":"snowflake-site/components/title-v2"},"text_3":{"id":"text-e9c466dde5","text":"\u003Cp\u003E보안팀은 불필요한 노이즈가 초래하는 비용을 이미 잘 알고 있습니다. AI는 노이즈를 줄일 수 있지만, 모델이 제대로 조정되지 않았거나 충분한 피드백 루프 없이 배포되면 새로운 노이즈를 만들 수도 있습니다. 또한 자동화를 과신하면 이례적인 인시던트가 시스템이 처리하도록 설계된 워크플로우 범위를 벗어날 때 조직이 위험에 노출될 수 있습니다. 정기적인 사람의 검토와 예외 처리 워크플로우는 바로 이러한 상황에 대응하기 위한 장치입니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_3":{"id":"title-v2-02be79203b","type":"heading3","lines":["적대적 위협에 대한 대응"],":type":"snowflake-site/components/title-v2"},"text_4":{"id":"text-ae3b44f288","text":"\u003Cp\u003E가치 있는 탐지 방법은 언제든 공격자의 회피 대상이 될 수 있습니다. 공격자는 모델의 경계를 탐색하고 입력 검증의 허점을 악용하거나 학습 및 추론에 사용되는 데이터의 품질을 저하시키려 할 수 있습니다. 따라서 보안에 AI를 활용하려면 일회성 롤아웃에 그치지 않고 지속적으로 평가해야 합니다.\u003C/p\u003E\u003Cp\u003E여기서 특히 주목해야 할 위협은 프롬프트 인젝션입니다. 공격자가 문서, 티켓, 검색된 로그 항목 등 AI 시스템의 프로세스 대상 콘텐츠에 명령을 삽입하면, 기반 모델의 정확성과는 무관하면서도 탐지하기 어려운 방식으로 시스템 동작을 조작할 수 있습니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_4":{"id":"title-v2-52544f7a31","type":"heading3","lines":["거버넌스 및 책임성"],":type":"snowflake-site/components/title-v2"},"text_5":{"id":"text-7d4cb258c8","text":"\u003Cp\u003EAI 시스템이 액세스, 분류, 대응에 미치는 영향이 커질수록 조직은 시스템 동작의 책임 주체, 의사결정 기록 방식, 예외 처리 절차, 문제 발생 시 적용할 통제를 명확히 정해야 합니다. \u003Ca href=\"https://www.nist.gov/itl/ai-risk-management-framework\"\u003ENIST AI 리스크 관리 프레임워크\u003C/a\u003E가 마련된 배경에도 이러한 질문을 미해결 상태나 암묵적 합의로 남겨둘 수 없다는 인식이 자리 잡고 있습니다.\u003C/p\u003E\u003Cp\u003E실무적으로는 AI 시스템이 자율적으로 수행할 수 있는 작업과 사람의 승인이 필요한 작업을 구분하고, 모델의 의사결정을 감사와 검토가 가능한 양식으로 기록해야 합니다. 또한 시스템 성능이 기대에 미치지 못할 때 피드백 프로세스를 책임질 주체를 정하고, 설계 시 가정한 시나리오를 넘어 현실적인 적대적 조건에서도 시스템이 견고하게 작동하는지 검증할 수 있도록 정기적인 \u003Ca href=\"https://csrc.nist.gov/glossary/term/red_team\"\u003E레드팀\u003C/a\u003E 평가를 실시해야 합니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"}},":itemsOrder":["title_v2","text_0","h3_title_0","text_1","h3_title_1","text_2","h3_title_2","text_3","h3_title_3","text_4","h3_title_4","text_5"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"},"section_8":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"h3_title_3":"aem-GridColumn aem-GridColumn--default--12","h3_title_4":"aem-GridColumn aem-GridColumn--default--12","text_1":"aem-GridColumn aem-GridColumn--default--12","text_0":"aem-GridColumn aem-GridColumn--default--12","text_3":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12","h3_title_0":"aem-GridColumn aem-GridColumn--default--12","text_2":"aem-GridColumn aem-GridColumn--default--12","h3_title_1":"aem-GridColumn aem-GridColumn--default--12","text_5":"aem-GridColumn aem-GridColumn--default--12","h3_title_2":"aem-GridColumn aem-GridColumn--default--12","text_4":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"building-an-ai-cybersecurity-strategy-a-practical-roadmap",":type":"snowflake-site/components/container",":items":{"title_v2":{"id":"title-v2-04ebe6fdac","type":"heading2","lines":["AI 사이버 보안 전략 수립을 위한 실질적인 로드맵"],":type":"snowflake-site/components/title-v2"},"text_0":{"id":"text-33404c6e3d","text":"\u003Cp\u003E강력한 AI 사이버 보안 전략을 구축하려면 AI를 기존 도구와 프로세스 위에 추가하는 계층이 아니라 보안 운영 설계의 핵심 요소로 다뤄야 합니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_0":{"id":"title-v2-7fd7ef66c5","type":"heading3","lines":["1. 기반 준비 상태 평가"],":type":"snowflake-site/components/title-v2"},"text_1":{"id":"text-aa262cd9c4","text":"\u003Cp\u003EAI로 보안 운영을 개선하려면 먼저 기반 환경이 AI가 이해하고 활용할 수 있을 만큼 명확하게 정비되어 있어야 합니다. 로그 수집 범위, 아이덴티티 위생, 자산 소유권, 데이터 거버넌스, 워크플로우 운영 원칙에 따라 모델이 활용 가능한 컨텍스트를 바탕으로 작동할지, 불완전한 신호에 의존할지가 결정됩니다. 데이터 세트의 소유자가 누구인지, 어떤 서비스 계정이 변경을 실행했는지, 핵심 로그 소스가 완전한지 확실하게 추적할 수 없다면 워크플로우의 속도는 빨라져도 판단이 더 명확해지지는 않습니다.\u003C/p\u003E\u003Cp\u003EAI 기반 보안 의사결정의 신뢰도는 기반 컨텍스트의 품질에 좌우됩니다. 따라서 보안팀은 데이터 이동, 액세스 패턴, 정책 컨텍스트, 거버넌스가 적용된 사용 방식에 대한 가시성을 확보해야 합니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_1":{"id":"title-v2-d9c18a1651","type":"heading3","lines":["2. 비즈니스 효과가 큰 사용 사례부터 시작"],":type":"snowflake-site/components/title-v2"},"text_2":{"id":"text-070d06a0a1","text":"\u003Cp\u003E초기 AI 도입은 병목이 명확하고 워크플로우가 정립되어 있으며 성과를 분명하게 측정할 수 있는 보안 운영 영역에서 가장 효과적입니다. 이러한 이유로 경고 분류, 피싱 분석, 아이덴티티 리스크 평가, 취약성 우선순위 지정이 대표적인 출발점으로 꼽힙니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_2":{"id":"title-v2-6341b66143","type":"heading3","lines":["3. 거버넌스와 규정 준수의 조기 정렬"],":type":"snowflake-site/components/title-v2"},"text_3":{"id":"text-f1b70ecb75","text":"\u003Cp\u003E이니셔티브를 확대하기 전에 관련 통제 요건과의 부합 여부를 먼저 검토해야 합니다. NIST AI RMF는 거버넌스 구조를 제시하며, \u003Ca href=\"https://www.iso.org/standard/42001\"\u003EISO/IEC 42001\u003C/a\u003E은 관리 시스템 차원의 운영 원칙을 제공합니다. \u003Ca href=\"https://artificialintelligenceact.eu/\"\u003EEU 인공지능법\u003C/a\u003E에 따라 일부 조직은 AI 사용을 문서화하고 관리하는 기준을 한층 강화해야 합니다. 특정 맥락에서 법적 구속력이 없는 프레임워크라도 이해관계자의 기대 수준을 형성하는 경우가 많습니다.\u003C/p\u003E\n\u003Cp\u003E\u003Ci\u003E책임 있는 AI 사용을 뒷받침하는 정책, 통제, 감독 체계를 자세히 알아보려면 \u003Ca href=\"https://www.snowflake.com/en/artificial-intelligence/ai-governance/\"\u003EAI 거버넌스 가이드\u003C/a\u003E를 확인해 보세요.\u003C/i\u003E\u003C/p\u003E\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_3":{"id":"title-v2-9fb063513d","type":"heading3","lines":["4. 인간과 AI의 운영 모델 정의"],":type":"snowflake-site/components/title-v2"},"text_4":{"id":"text-15cbda6193","text":"\u003Cp\u003E보안팀이 효과적으로 협업하려면 자동으로 실행할 수 있는 작업, 승인이 필요한 작업, 예외 검토를 촉발하는 조건, 모델 피드백을 담당할 역할 등 에스컬레이션 경계를 명확히 정해야 합니다. 지속 가능한 AI 배포를 위해서는 적용 범위를 신중하게 설정해야 합니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"h3_title_4":{"id":"title-v2-f5559730f8","type":"heading3","lines":["5. 측정, 검토, 조정"],":type":"snowflake-site/components/title-v2"},"text_5":{"id":"text-c054b0c0f1","text":"\u003Cp\u003E평균 탐지 시간(MTTD), 평균 대응 시간(MTTR), 오탐률, 문제 해결 속도, 분석가 처리량, 워크플로우 도입률 등 실제 운영에서 달라진 지표를 추적해야 합니다. 컨텍스트가 부족한 영역, 모델에 대한 신뢰가 낮은 영역, 담당자가 모델을 조용히 우회하는 영역 등 시스템의 취약 지점을 검토하는 일도 그만큼 중요합니다.\u003C/p\u003E\r\n\u003Cp\u003E\u003Ci\u003E클라우드 워크로드를 운영하는 조직은 플랫폼별 지침을 담은 \u003Ca href=\"https://www.snowflake.com/en/fundamentals/ai-security/cloud/\"\u003EAI 클라우드 보안\u003C/a\u003E 가이드를 확인해 보세요.\u003C/i\u003E\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"}},":itemsOrder":["title_v2","text_0","h3_title_0","text_1","h3_title_1","text_2","h3_title_2","text_3","h3_title_3","text_4","h3_title_4","text_5"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"},"section_9":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"text_0":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"where-ai-in-cybersecurity-is-heading-next",":type":"snowflake-site/components/container",":items":{"title_v2":{"id":"title-v2-a28a9921dc","type":"heading2","lines":["사이버 보안 AI의 향후 발전 방향"],":type":"snowflake-site/components/title-v2"},"text_0":{"id":"text-35ceb43235","text":"\u003Cp\u003EAI 사이버 보안의 다음 단계는 적용 범위가 더 정교해지는 동시에 그 영향력은 더욱 커질 것으로 보입니다. 공격자와 방어자 모두 적대적 전술을 더 빠르게 반복하고 개선하는 방향으로 진화할 것입니다. \u003Ca href=\"http://weforum.org/publications/global-cybersecurity-outlook-2026/\"\u003E세계경제포럼의 2026년 전망\u003C/a\u003E은 AI를 사이버 환경을 재편하는 핵심 동력으로 설명합니다. 실제 운영에서는 의사결정 시간이 짧아지고 공격 수준의 편차가 커지며, 방어자는 익숙한 Artifacts뿐 아니라 미세한 행동 변화까지 탐지해야 한다는 압박을 받게 됩니다.\u003C/p\u003E\u003Cp\u003E예측형 보안에서도 AI 활용이 더욱 확대될 전망입니다. 이벤트가 이미 진행된 뒤 통제가 작동하기를 기다리는 대신, 위협 인텔리전스, 노출 데이터, 비즈니스 중요도, 행동 신호를 결합해 다음 침해가 발생할 가능성이 가장 높은 지점을 예측하려는 시도가 늘고 있습니다.\u003C/p\u003E\u003Cp\u003E더욱 엄격한 규제와 거버넌스가 필요하다는 점은 분명합니다. AI가 운영 시스템에 깊이 통합될수록 기업은 학습 가정, 모델 동작, 의사결정 경계, 감사 가능성을 문서화해야 한다는 압박을 더 크게 받게 됩니다. 이러한 압박은 현재의 거버넌스 프레임워크에서도 이미 가시화되고 있습니다. AI 관리 실패는 통제 불능의 리스크, 신뢰 훼손, 재정적 손실 등 여러 양식으로 나타나며, 그 비즈니스 파급 효과는 결코 간과할 수 없습니다.\u003C/p\u003E\u003Cp\u003E앞으로 엔터프라이즈 아키텍처의 핵심 과제 중 하나는 데이터 중심 보안이 될 것입니다. 자격 증명, 엔드포인트, 워크로드가 직접적인 침해 지점일 수 있지만, 공격자가 궁극적으로 노리는 것은 고객 기록, 모델, 지식재산권, 재무 정보, 규제 대상 필드, 운영 컨텍스트와 같은 데이터인 경우가 많습니다. 이에 따라 보안 논의의 중심도 데이터 액세스 패턴, 계보, 정책 적용, 텔레메트리 통합, 거버넌스 기반 공유로 빠르게 이동하고 있습니다.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"}},":itemsOrder":["title_v2","text_0"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"},"section_10":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"text_0":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"what-it-takes-to-use-ai-well-in-cybersecurity",":type":"snowflake-site/components/container",":items":{"title_v2":{"id":"title-v2-3a6ffe74a9","type":"heading2","lines":["사이버 보안에서 AI를 효과적으로 활용하기 위한 조건"],":type":"snowflake-site/components/title-v2"},"text_0":{"id":"text-f17176b48d","text":"\u003Cp\u003EAI가 사이버 보안의 일부로 자리 잡는 이유는 다른 수많은 운영 시스템과 같습니다. 보안 업무에서 생성되는 신호와 컨텍스트, 의사결정의 양이 이미 사람이 스스로 효과적으로 프로세스할 수 있는 수준을 넘어섰기 때문입니다.\u003C/p\u003E\r\n\u003Cp\u003E다만 보안에서 AI의 유용성은 훨씬 엄격한 기준으로 평가해야 합니다. 모델은 일상적인 활동과 실질적인 위험을 구분하고, 판단력을 잃지 않으면서 더 빠르게 대응하며, 신뢰할 수 있는 통제 체계 안에서 운영되도록 지원해야 합니다. 따라서 가장 강력한 AI 보안 프로그램은 자율성에 대한 거창한 주장보다 구체적인 워크플로우와 엄격한 통제 체계에서 출발합니다. AI를 신뢰할 수 있는 데이터, 실용적인 워크플로우, 강력한 인간의 감독과 결합하는 조직이 가장 큰 효과를 거둘 수 있습니다.\u003C/p\u003E\r\n\u003Cp\u003E\u003Ca href=\"https://www.snowflake.com/ko/artificial-intelligence/industries/\"\u003E다른 산업의 AI 활용 사례 보기 >\u003C/a\u003E\u003C/p\u003E\r\n\u003Cp\u003E\u003Ci\u003E산업별 AI 허브 살펴보기.\u003C/i\u003E\u003C/p\u003E\r\n\u003Cul\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/artificial-intelligence/industries/ai-in-advertising\"\u003E광고에서의 AI\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/artificial-intelligence/industries/ai-in-finance/\"\u003E금융 서비스 분야의 AI\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/artificial-intelligence/industries/ai-in-healthcare/\"\u003E헬스케어 및 라이프사이언스 분야의 AI\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/artificial-intelligence/industries/ai-in-manufacturing/\"\u003E제조 분야의 AI\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/artificial-intelligence/industries/ai-in-retail/\"\u003E리테일 분야의 AI\u003C/a\u003E\u003C/li\u003E\r\n\u003C/ul\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"}},":itemsOrder":["title_v2","text_0"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"},"section_11":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"title_v2":"aem-GridColumn aem-GridColumn--default--12","simple_snowflake_acc":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"ai-in-cybersecurity-faqs",":type":"snowflake-site/components/container",":items":{"title_v2":{"id":"title-v2-9b61e8098e","type":"heading2","lines":["사이버 보안 AI FAQ"],":type":"snowflake-site/components/title-v2"},"simple_snowflake_acc":{"id":"simple-snowflake-accordion-188c1121df","showDivider":false,"accordionItemsList":[{"title":"사이버 보안에서의 AI란?","richText":"\u003Cp\u003E사이버 보안 AI는 머신러닝, 행동 분석, 자연어 처리 등의 AI 기술을 활용해 의심스러운 활동을 탐지하고 위험의 우선순위를 지정하며 보안 운영의 일부를 자동화하는 것을 의미합니다. 실무에서는 주로 아이덴티티, 엔드포인트, 네트워크, 클라우드, 데이터 액세스 전반의 워크플로우에 활용됩니다.\u003C/p\u003E"},{"title":"AI는 사이버 위협 탐지를 어떻게 지원하나요?","richText":"\u003Cp\u003EAI는 활동을 행동 기준선과 비교하고 여러 시스템의 신호를 연계해 분석하며, 수작업으로는 파악하기 어려운 패턴을 찾아 사이버 위협 탐지를 지원합니다. 비정상적인 로그인, 의심스러운 쿼리 동작, 측면 이동, 피싱 징후, 비정상적인 네트워크 통신 등이 이에 해당합니다.\u003C/p\u003E"},{"title":"AI가 인간 사이버 보안 분석가를 대체할 수 있나요?","richText":"\u003Cp\u003E아닙니다. AI는 수작업 워크로드를 줄이고 팀의 대응 속도를 높일 수 있지만, 영향력이 큰 의사 결정과 이례적인 인시던트 처리, 워크플로우 설계에는 여전히 인간의 판단이 필요합니다. 보다 현실적인 모델은 AI가 분류, 보강, 요약을 지원하고 인간이 감독하는 협업 방식입니다.\u003C/p\u003E"},{"title":"사이버 보안에 AI를 사용할 때 어떤 위험이 있나요?","richText":"\u003Cp\u003E주요 위험으로는 낮은 설명 가능성, 미흡한 데이터 품질, 모델 드리프트, 오탐과 미탐, 적대적 조작, 불충분한 거버넌스가 있습니다. AI가 인시던트 대응이나 액세스 제어에 활용될 경우 권한 범위와 감사 가능성도 함께 관리해야 합니다.\u003C/p\u003E"},{"title":"공격자는 AI를 어떻게 활용하나요?","richText":"\u003Cp\u003E공격자는 AI를 활용해 더욱 그럴듯한 피싱 콘텐츠를 생성하고, 정찰 속도를 높이며, 사칭 시도의 정교함을 강화하고, 악성 활동을 더 빠르게 변화시킵니다.\u003C/p\u003E"}],":type":"snowflake-site/components/simple-snowflake-accordion","appliedCssClassNames":"snowflake-responsive-component-bottom-padding-small"}},":itemsOrder":["title_v2","simple_snowflake_acc"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"},"section_12":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"flexible_column_cont":"aem-GridColumn aem-GridColumn--default--12","title_v2":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"resources",":type":"snowflake-site/components/container",":items":{"title_v2":{"id":"title-v2-390ea7d416","type":"heading2","lines":["사이버 보안 AI 관련 자료"],":type":"snowflake-site/components/title-v2"},"flexible_column_cont":{"id":"flexible-column-container-f4c7951dcc","type":"2-column-even","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"extra-small","bottomPadding":"none","spaceBetween":"small","reverseOnMobile":false,"carouselOnMobile":false,"backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-c7e6fbfde4",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"content_chip_0":{"id":"content-chip-57c7cbd1c9","tagText":"백서","tagColor":"#29B5E8","cta":{"id":"cta","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"https://www.snowflake.com/en/resources/white-paper/snowflake-ai-security-framework/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_EXTERNAL","text":"백서 읽기"},"headline":{"id":"title","type":"heading5","lines":["Snowflake AI 보안 프레임워크"],":type":"snowflake-site/components/title-v2"},":type":"snowflake-site/components/content-chip"},"content_chip_1":{"id":"content-chip-0343db1cbd","tagText":"웨비나","tagColor":"#29B5E8","cta":{"id":"cta","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"https://www.snowflake.com/webinars/thought-leadership/best-practices-for-ai-governance-and-security-in-snowflake-2025-08-27/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_EXTERNAL","text":"온디맨드로 보기"},"headline":{"id":"title-v2-0f188d70ee","type":"heading5","lines":["Snowflake의 AI 거버넌스 및 보안 모범 사례"],":type":"snowflake-site/components/title-v2"},":type":"snowflake-site/components/content-chip"}},":itemsOrder":["content_chip_0","content_chip_1"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-medium"},"flexible_column_content_container_2":{"layout":"SIMPLE","id":"container-7b0872dc3b",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"content_chip_0":{"id":"content-chip-cd0f777ff0","tagText":"기능","tagColor":"#71D3DC","cta":{"id":"cta","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"https://www.snowflake.com/ko/product/features/horizon/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_EXTERNAL","text":"기능 살펴보기"},"headline":{"id":"title-v2-8918ceb53d","type":"heading5","lines":["Snowflake Horizon Catalog"],":type":"snowflake-site/components/title-v2"},":type":"snowflake-site/components/content-chip"},"content_chip_1":{"id":"content-chip-ca1550b2c2","tagText":"블로그","tagColor":"#71D3DC","cta":{"id":"cta","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"https://www.snowflake.com/en/blog/security-governance-practices-snowflake-intelligence/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_EXTERNAL","text":"게시물 읽기"},"headline":{"id":"title-v2-254445f972","type":"heading5","lines":["Snowflake Intelligence 배포를 위한 보안 및 거버넌스 모범 사례"],":type":"snowflake-site/components/title-v2"},":type":"snowflake-site/components/content-chip"}},":itemsOrder":["content_chip_0","content_chip_1"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-medium"},":type":"snowflake-site/components/flexible-column-container","isBlogPage":false,"isActiveTOC":false}},":itemsOrder":["title_v2","flexible_column_cont"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"}},":itemsOrder":["section_0","section_1","section_2","section_3","section_4","section_5","section_6","section_7","section_8","section_9","section_10","section_11","section_12"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-large"},":type":"snowflake-site/components/flexible-column-container","isBlogPage":false,"isActiveTOC":false}},":itemsOrder":["flexible_column_cont"],"appliedCssClassNames":"snowflake-container snowflake-responsive-container-inner-padding-small"}},":itemsOrder":["container"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small"},"container":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"container":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-48790bddd8",":type":"snowflake-site/components/container",":items":{"container":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"related_content":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-bc890db17f",":type":"snowflake-site/components/container",":items":{"related_content":{"id":"related-content-9e47f62da0","relatedContent":[],":type":"snowflake-site/components/blog/related-content","isBlogPage":false}},":itemsOrder":["related_content"],"appliedCssClassNames":"snowflake-container snowflake-responsive-container-inner-padding-small"}},":itemsOrder":["container"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small"},"container_411970921_":{"additionalClasses":"section__prefooter-25","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"container":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-508d650d95",":type":"snowflake-site/components/container",":items":{"container":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"flexible_column_cont":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-88ab4d6582",":type":"snowflake-site/components/container",":items":{"flexible_column_cont":{"id":"flexible-column-container-4f414f2f5d","type":"1-column","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"none","bottomPadding":"none","spaceBetween":"small","reverseOnMobile":false,"carouselOnMobile":false,"propertiesCSSClasses":"front-container","backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-57313c18dc",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"experiencefragment":{"id":"experiencefragment-731e3a1dd1","localizedFragmentVariationPath":"/content/experience-fragments/snowflake-site/language-masters/ko/site/promos/pre-footer-promos/master/jcr:content","configured":true,":type":"snowflake-site/components/experiencefragment",":items":{"root":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"flexible_column_cont":"aem-GridColumn aem-GridColumn--default--12","markup_editor":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-cc9e77a778",":type":"snowflake-site/components/container",":items":{"flexible_column_cont":{"id":"flexible-column-container-596bfe3875","type":"1-column","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"extra-small","bottomPadding":"extra-small","spaceBetween":"small","reverseOnMobile":false,"carouselOnMobile":false,"propertiesCSSClasses":"prefooter-banner-25","backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-2797b9e3fb",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"container":{"additionalClasses":"prefooter-banner-25__inner","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"container":"aem-GridColumn aem-GridColumn--default--12","container_2038850020":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-4f09a02786",":type":"snowflake-site/components/container",":items":{"container_2038850020":{"additionalClasses":"prefooter-banner-25__left","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"title_v2":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-65bb6c9dfe",":type":"snowflake-site/components/container",":items":{"title_v2":{"id":"title-v2-a973a08a75","additionalClasses":"prefooter-banner-25__headline","type":"heading2","lines":["Where Data ","Does More"],":type":"snowflake-site/components/title-v2","appliedCssClassNames":"left-alignment black-white-text-color"}},":itemsOrder":["title_v2"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-none"},"container":{"additionalClasses":"prefooter-banner-25__buttons","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"button":"aem-GridColumn aem-GridColumn--default--12","button_1571336851":"aem-GridColumn aem-GridColumn--default--12","button_copy":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-af1b3eab47",":type":"snowflake-site/components/container",":items":{"button":{"id":"button-aa4795f2be","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"https://signup.snowflake.com"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","appliedCssClassNames":"snowflake-button-primary snowflake-button-white snowflake-button-regular","linkType":"SNOWFLAKE_EXTERNAL","text":"Snowflake 시작하기"},"button_copy":{"id":"button-bc7496e205","showOutboundIcon":false,"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","appliedCssClassNames":"snowflake-button-secondary snowflake-button-white snowflake-button-regular","linkType":"SNOWFLAKE_INTERNAL","text":"데모 시청하기"},"button_1571336851":{"id":"button-2dad1ba79d","showOutboundIcon":true,"buttonLink":{"valid":true,"url":"https://author-p57963-e462109.adobeaemcloud.com/content/snowflake-site/global/ko/resources.html"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","appliedCssClassNames":"snowflake-button-primary snowflake-button-blue snowflake-button-regular","linkType":"SNOWFLAKE_EXTERNAL","text":"데모 시청하기"}},":itemsOrder":["button","button_copy","button_1571336851"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small"}},":itemsOrder":["container_2038850020","container"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-none"}},":itemsOrder":["container"]},":type":"snowflake-site/components/flexible-column-container","isBlogPage":false,"isActiveTOC":false,"appliedCssClassNames":"snowflake-flexible-column-container-sf-blue-100-bg"},"markup_editor":{"id":"markup-editor-fb1b5d9cd0","title":" ","cssContent":".section__prefooter-25{position:relative}.section__prefooter-25::after{content:'';display:block;position:absolute;bottom:0;left:0;width:100%;height:50%;background:#042130;z-index:0}.prefooter-banner-25{position:relative;z-index:2;border-radius:16px}.prefooter-banner-25__inner\u003E.container\u003E.cmp-container\u003E.aem-container{padding:24px}.prefooter-banner-25__left{text-align:center}.prefooter-banner-25__left ul{display:inline-block;text-align:left}.prefooter-banner-25__left .snowflake-text.checklist{text-align:left}.prefooter-banner-25__headline{align-items:center;flex-wrap:nowrap;justify-content:center}.prefooter-banner-25__headline span.snowflake-title-v2-line{line-height:.85 !important;white-space:nowrap;font-size:clamp(2.75rem,5vw,3rem);text-align:center}.prefooter-banner-25__headline::before{content:'';display:inline-block;width:100px;margin:0 0 16px 0;height:100px;background-image:url(\"data:image/svg+xml,%3Csvg width='107' height='106' viewBox='0 0 107 106' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M102.787 45.3677L90.2258 52.5274L102.787 59.6645C105.96 61.4696 107.041 65.4573 105.209 68.584C103.378 71.6956 99.3309 72.7605 96.1732 70.963L73.671 58.1616C72.1688 57.3006 71.1265 55.9562 70.6666 54.4382C70.4444 53.7434 70.3447 53.0259 70.3677 52.316C70.383 51.8024 70.4597 51.2888 70.5976 50.7753C71.0498 49.1817 72.0998 47.7543 73.6633 46.8555L96.1579 34.0692C99.3155 32.2717 103.37 33.3366 105.194 36.4633C107.041 39.5825 105.96 43.5626 102.787 45.3677ZM90.8925 80.0562L68.4057 67.2774C67.1947 66.5826 65.8611 66.3182 64.5736 66.424C61.14 66.6656 58.4498 69.4903 58.4498 72.9266V98.5144C58.4498 102.124 61.4006 105.04 65.0641 105.04C68.7276 105.04 71.686 102.117 71.686 98.5144V84.2025L84.2783 91.3622C87.4436 93.1748 91.4904 92.1024 93.3144 88.9832C95.1385 85.864 94.0655 81.8612 90.8925 80.0562ZM64.9414 55.0273L55.5911 64.2262C55.3228 64.4981 54.8093 64.7171 54.4184 64.7171H53.744H52.3644H51.6746C51.2991 64.7171 50.7703 64.4981 50.502 64.2262L41.1516 55.0273C40.8834 54.7705 40.6688 54.2494 40.6688 53.8793V53.1996V51.8402V51.168C40.6688 50.7904 40.8834 50.2692 41.1516 50.0049L50.4944 40.806C50.7626 40.5341 51.2914 40.3226 51.667 40.3226H52.3568H53.7363H54.4184C54.8017 40.3226 55.3228 40.5341 55.5911 40.806L64.9414 50.0049C65.2097 50.2692 65.4243 50.7904 65.4243 51.168V51.8402V53.1996V53.8793C65.4243 54.2418 65.2097 54.763 64.9414 55.0273ZM57.4688 52.4746C57.4688 52.1045 57.2389 51.5834 56.9706 51.3115L54.2652 48.653C53.9969 48.3887 53.4757 48.1697 53.0925 48.1697H52.9852C52.6097 48.1697 52.0808 48.3887 51.8203 48.653L49.1148 51.3115C48.8465 51.5834 48.6396 52.1045 48.6396 52.4746V52.5803C48.6396 52.9504 48.8465 53.4639 49.1148 53.7283L51.8203 56.3943C52.0885 56.6586 52.6097 56.8776 52.9852 56.8776H53.0925C53.4681 56.8776 53.9969 56.6586 54.2652 56.3943L56.9706 53.7283C57.2389 53.4639 57.4688 52.9504 57.4688 52.5803V52.4746ZM15.2006 24.9685L37.6951 37.7623C38.906 38.4496 40.2473 38.7215 41.5349 38.6158C44.9608 38.3665 47.6586 35.5419 47.6586 32.1055V6.51778C47.6586 2.92281 44.6925 0 41.0443 0C37.3808 0 34.4225 2.92281 34.4225 6.51778V20.8373L21.8225 13.6624C18.6648 11.8574 14.6181 12.9298 12.7863 16.049C10.9546 19.1833 12.0352 23.1634 15.2006 24.9685ZM64.5736 38.6158C65.8611 38.7215 67.2024 38.4496 68.4057 37.7623L90.8925 24.9685C94.0579 23.1634 95.1385 19.1757 93.3144 16.049C91.4904 12.9298 87.4436 11.8649 84.2783 13.6624L71.686 20.8373V6.51778C71.686 2.92281 68.7276 0 65.0641 0C61.4006 0 58.4498 2.92281 58.4498 6.51778V32.1055C58.4422 35.5419 61.14 38.3665 64.5736 38.6158ZM41.5349 66.424C40.2396 66.3182 38.8984 66.5826 37.6951 67.2774L15.2006 80.0562C12.0352 81.8612 10.9546 85.864 12.7787 88.9832C14.6104 92.0948 18.6571 93.1673 21.8148 91.3622L34.4148 84.2025V98.5144C34.4148 102.124 37.3732 105.04 41.0367 105.04C44.6849 105.04 47.6509 102.117 47.6509 98.5144V72.9266C47.6586 69.4903 44.9608 66.6656 41.5349 66.424ZM35.4341 54.4382C35.6564 53.7434 35.7484 53.0259 35.733 52.316C35.71 51.8024 35.6411 51.2888 35.4954 50.7753C35.0509 49.1817 33.9933 47.7543 32.4144 46.8555L9.93522 34.0692C6.76223 32.2717 2.71551 33.3366 .899086 36.4633C-.94033 39.5825 .147991 43.5626 3.32098 45.3677L15.8827 52.5274L3.31332 59.6645C.140327 61.4696 -.940331 65.4573 .891422 68.584C2.71551 71.6956 6.75456 72.7605 9.92756 70.963L32.4068 58.1616C33.9319 57.3081 34.959 55.9562 35.4341 54.4382Z' fill='white'/%3E%3C/svg%3E%0A\");background-size:contain;background-repeat:no-repeat}.prefooter-banner-25__buttons\u003E.container\u003E.cmp-container\u003E.aem-container{flex-direction:column;gap:16px;justify-content:center;margin-top:24px}.prefooter-banner-25__buttons\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:auto !important;margin:0 !important}.prefooter-banner-25 .checklist ul{padding:0;margin:0}.prefooter-banner-25 .checklist ul li{list-style-type:none;padding-left:32px;position:relative}.prefooter-banner-25 .checklist ul li:not(:last-child){margin-bottom:.5em}.prefooter-banner-25 .checklist ul li::before{content:'';display:inline-block;width:20px;height:20px;background-image:url(\"data:image/svg+xml,%3Csvg width='24' height='25' viewBox='0 0 24 25' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Crect y='.985352' width='24' height='24' rx='12' fill='%23D4F0FA'/%3E%3Cpath d='M7.28613 13.2967L10.7147 16.7253L17.5718 9.86816' stroke='%2329B5E8' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'/%3E%3C/svg%3E%0A\");background-size:contain;background-repeat:no-repeat;position:absolute;top:3px;left:0}.prefooter-banner-25__buttons\u003E.container\u003E.cmp-container\u003E.aem-container::before,.prefooter-banner-25__buttons\u003E.container\u003E.cmp-container\u003E.aem-container::after,.prefooter-banner-25__left \u003E.container\u003E.cmp-container\u003E.aem-container::before,.prefooter-banner-25__inner\u003E.container\u003E.cmp-container\u003E.aem-container::before,.prefooter-banner-25__left \u003E.container\u003E.cmp-container\u003E.aem-container::after,.prefooter-banner-25__inner\u003E.container\u003E.cmp-container\u003E.aem-container::after{display:none}@media screen and (min-width:640px){.prefooter-banner-25__headline::before{margin:0 24px 0 0}.prefooter-banner-25__headline span.snowflake-title-v2-line{text-align:left}.prefooter-banner-25__headline{flex-direction:row !important}}@media screen and (min-width:768px){.prefooter-banner-25__buttons\u003E.container\u003E.cmp-container\u003E.aem-container{flex-direction:row;display:flex;gap:24px;align-items:center}.prefooter-banner-25 .checklist ul li{white-space:nowrap}}@media screen and (min-width:1024px){.prefooter-banner-25__headline{justify-content:flex-start}}@media screen and (min-width:1024px){.prefooter-banner-25__buttons\u003E.container\u003E.cmp-container\u003E.aem-container{margin-top:0 !important;justify-content:flex-end !important}.prefooter-banner-25__inner\u003E.container\u003E.cmp-container\u003E.aem-container{flex-direction:row;flex-wrap:nowrap;display:flex;align-items:center;gap:24px;padding:24px 48px}.prefooter-banner-25__inner\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:auto !important;margin:0 !important}.prefooter-banner-25__inner\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:first-child{flex-grow:1}}@media screen and (min-width:1200px){.prefooter-banner-25__left \u003E .container \u003E .cmp-container \u003E .aem-container \u003E div{width:auto !important;margin:0 !important}.prefooter-banner-25__left \u003E .container \u003E .cmp-container \u003E .aem-container{flex-wrap:nowrap;flex-direction:row;gap:48px}}@media screen and (max-width:649px){.prefooter-banner-25__left ul{display:none !important}}@media screen and (min-width:640px) and (max-width:1200px){.prefooter-banner-25__left ul{display:flex;justify-content:center;gap:16px;margin-top:24px !important}}@media screen and (max-width:991px){.prefooter-banner-25 .snowflake-button-container{width:100%}}@media screen and (min-width:992px) and (max-width:1199px){.prefooter-banner-25__left ul{justify-content:flex-start}}",":type":"snowflake-site/components/markup-editor","isGSAPEnabled":false}},":itemsOrder":["flexible_column_cont","markup_editor"]}},":itemsOrder":["root"],"classNames":"aem-xf"}},":itemsOrder":["experiencefragment"]},":type":"snowflake-site/components/flexible-column-container","isBlogPage":false,"isActiveTOC":false}},":itemsOrder":["flexible_column_cont"],"appliedCssClassNames":"snowflake-container snowflake-responsive-component-bottom-padding-extra-small snowflake-responsive-container-inner-padding-small"}},":itemsOrder":["container"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small"}},":itemsOrder":["hero_system_copy","container_copy","container","container_411970921_"],":type":"wcm/foundation/components/responsivegrid"},"modal_container":{"layout":"SIMPLE","id":"container-ff0e79e985",":type":"snowflake-site/components/modal/modal-container",":items":{},":itemsOrder":[]},"experiencefragment-footer":{"id":"experiencefragment-788fc6e7b8","localizedFragmentVariationPath":"/content/experience-fragments/snowflake-site/language-masters/ko/site/footer/master/jcr:content","configured":true,":type":"snowflake-site/components/experiencefragment",":items":{"root":{"additionalClasses":"sf-footer","layout":"SIMPLE","id":"container-46e0a7272b",":type":"snowflake-site/components/container",":items":{"container_copy_1901439591":{"additionalClasses":"sf-footer__inner","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"flexible_column_cont":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-6321433be5",":type":"snowflake-site/components/container",":items":{"flexible_column_cont":{"id":"flexible-column-container-bb56d1e66b","type":"1-column","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"medium","bottomPadding":"extra-small","spaceBetween":"small","reverseOnMobile":false,"carouselOnMobile":false,"propertiesCSSClasses":"sf-footer-grid","backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-33d62c9661",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"container":{"additionalClasses":"sf-footer-grid__inner","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"container":"aem-GridColumn aem-GridColumn--default--12","container_1622723482":"aem-GridColumn aem-GridColumn--default--12","container_copy_copy_":"aem-GridColumn aem-GridColumn--default--12","container_copy_copy":"aem-GridColumn aem-GridColumn--default--12","container_copy":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-54fae8ce7a",":type":"snowflake-site/components/container",":items":{"container_1622723482":{"additionalClasses":"sf-footer__column","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"container":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-d31553e912",":type":"snowflake-site/components/container",":items":{"container":{"additionalClasses":"sf-footer__newsletter-group","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"text":"aem-GridColumn aem-GridColumn--default--12","marketo_v2":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-285782b5e3",":type":"snowflake-site/components/container",":items":{"text":{"id":"text-cbd12008f9","additionalClasses":"sf-footer__newsletter-title","text":"\u003Cp\u003E\u003Cb\u003E월간 뉴스레터 구독하기\u003C/b\u003E\u003C/p\u003E\r\n\u003Cp\u003ESnowflake의 최신 제품 정보, 전문가 인사이트 및 유용한 리소스를 이메일로 편리하게 받아보세요.\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-size-regular text-color-text-04"},"marketo_v2":{"id":"marketo-v2-5c00d965cf","marketoForm":{"hidden":null,"edit":false,"formId":"45871","successUrl":null,"script":null,"values":null},"munchkinId":"252-RFO-227","serverInstance":"252-RFO-227.mktoweb.com","partnerCampaignPage":false,"marketoConfigured":true,"formConfigured":true,":type":"snowflake-site/components/form/marketo-v2"}},":itemsOrder":["text","marketo_v2"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small"}},":itemsOrder":["container"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small"},"container":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"text_copy":"aem-GridColumn aem-GridColumn--default--12","text":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-e46d2e78af",":type":"snowflake-site/components/container",":items":{"text":{"id":"text-12cbcf5946","additionalClasses":"sf-footer__link-group","text":"\u003Cp class=\"sf-footer__column-title\"\u003E제품\u003C/p\u003E\r\n\u003Cul\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/product/platform/\"\u003EPlatform\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/product/data-engineering/\"\u003EData Engineering\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/product/analytics/\"\u003EAnalytics\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/product/ai/\"\u003EAI\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/product/applications-and-collaboration/\"\u003EApplications & Collaboration\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/pricing-options/\"\u003E요금\u003C/a\u003E\u003C/li\u003E\r\n\u003C/ul\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-size-small text-color-text-04"},"text_copy":{"id":"text-82b0e42222","additionalClasses":"sf-footer__link-group","text":"\u003Cp class=\"sf-footer__column-title\"\u003ESupport\u003C/p\u003E\r\n\u003Cul\u003E\r\n\u003Cli\u003E\u003Ca href=\"/en/support/\"\u003ESupport (EN)\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"/en/support/\"\u003E우선 지원 (EN)\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://status.snowflake.com/\" target=\"_blank\" rel=\"noopener noreferrer\"\u003E지원 현황 (EN)\u003C/a\u003E\u003C/li\u003E\r\n\u003C/ul\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-size-small text-color-text-04"}},":itemsOrder":["text","text_copy"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-medium"},"container_copy_copy":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"text":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-2c3695f808",":type":"snowflake-site/components/container",":items":{"text":{"id":"text-ae850b93af","additionalClasses":"sf-footer__link-group","text":"\u003Cp class=\"sf-footer__column-title\"\u003E산업용\u003C/p\u003E\r\n\u003Cul\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/solutions/industries/advertising-media-entertainment/\"\u003E광고, 미디어 및 엔터테인먼트\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/solutions/industries/financial-services/\"\u003E금융 서비스\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/solutions/industries/healthcare-and-life-sciences/\"\u003E헬스케어 및 라이프사이언스\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/solutions/industries/manufacturing/\"\u003E제조\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/solutions/industries/public-sector/\"\u003E공공 부문\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/solutions/industries/retail-consumer-goods/\"\u003E리테일/소비재\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/solutions/industries/technology/\"\u003E테크놀로지\u003C/a\u003E\u003C/li\u003E\r\n\u003C/ul\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-size-small text-color-text-04"}},":itemsOrder":["text"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small"},"container_copy":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"text":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-5e1bb78721",":type":"snowflake-site/components/container",":items":{"text":{"id":"text-aad4afca27","additionalClasses":"sf-footer__link-group","text":"\u003Cp class=\"sf-footer__column-title\"\u003E회사\u003C/p\u003E\r\n\u003Cul\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/company/overview/about-snowflake/\"\u003ESnowflake 소개\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/company/overview/leadership-and-board/\"\u003E리더십 및 이사진 (EN)\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://careers.snowflake.com/us/en?_ga=2.189098923.1024280027.1746985324-1783381883.1746382047\"\u003E채용 (EN)\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca rel=\"noopener noreferrer\" target=\"_blank\" href=\"https://investors.snowflake.com/overview/default.aspx\"\u003E투자자 관계 (EN)\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://trust.snowflake.com/\"\u003ETrust Center (EN)\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/brand-guidelines/\"\u003E브랜드 가이드라인 (EN)\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/contact/\"\u003E연락처\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/news/\"\u003E뉴스룸\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/company/overview/esg/\"\u003EESG (EN)\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/company/overview/snowflake-ventures/\"\u003ESnowflake Ventures (EN)\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/company/overview/end-data-disparity/\"\u003E데이터 불평등 종식 (EN)\u003C/a\u003E\u003C/li\u003E\r\n\u003C/ul\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-size-small text-color-text-04"}},":itemsOrder":["text"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small"},"container_copy_copy_":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"text":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-b57f0e3506",":type":"snowflake-site/components/container",":items":{"text":{"id":"text-5086ad653a","additionalClasses":"sf-footer__link-group","text":"\u003Cp class=\"sf-footer__column-title\"\u003E학습\u003C/p\u003E\r\n\u003Cul\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://snowflake.com/ko/resources/\"\u003E리소스 라이브러리\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"/en/webinars/demo/\"\u003E라이브 데모 (EN)\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"/ko/fundamentals/\"\u003EFundamentals\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/resources/learn/training/\"\u003E교육 (EN)\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/resources/learn/certifications/\"\u003E자격 인증\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca rel=\"noopener noreferrer\" target=\"_blank\" href=\"https://learn.snowflake.com/en/\"\u003ESnowflake University (EN)\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca rel=\"noopener noreferrer\" target=\"_blank\" href=\"https://www.snowflake.com/ko/developers/guides/\"\u003E개발자가이드\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca rel=\"noopener noreferrer\" target=\"_blank\" href=\"https://docs.snowflake.com/\"\u003E설명서 (EN)\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"/ko/data-governance/\"\u003E데이터 거버넌스\u003C/a\u003E\u003C/li\u003E\r\n\u003C/ul\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-size-small text-color-text-04"}},":itemsOrder":["text"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small"}},":itemsOrder":["container_1622723482","container","container_copy_copy","container_copy","container_copy_copy_"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small"}},":itemsOrder":["container"]},":type":"snowflake-site/components/flexible-column-container","isBlogPage":false,"isActiveTOC":false}},":itemsOrder":["flexible_column_cont"],"appliedCssClassNames":"snowflake-container snowflake-responsive-container-inner-padding-small"},"container_573483281_":{"additionalClasses":"sf-footer__bottom","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"container_112062425":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-b637c40c53",":type":"snowflake-site/components/container",":items":{"container_112062425":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"flexible_column_cont":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-0a6c29d1b1",":type":"snowflake-site/components/container",":items":{"flexible_column_cont":{"id":"flexible-column-container-af373e96b2","type":"1-column","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"none","bottomPadding":"none","spaceBetween":"small","reverseOnMobile":false,"carouselOnMobile":false,"backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-f0e5ab3edf",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"container":{"additionalClasses":"sf-footer__legal-container","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"container":"aem-GridColumn aem-GridColumn--default--12","text_copy_copy_16360_258165670":"aem-GridColumn aem-GridColumn--default--12","markup_editor":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-71ea2489c3",":type":"snowflake-site/components/container",":items":{"container":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"image":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-567568053b",":type":"snowflake-site/components/container",":items":{"image":{"id":"image-338cde6b8f","additionalClasses":"sf-footer__logo","height":"64","alt":"Snowflake logo","imageLink":{"valid":true,"url":"/en/"},"src":"https://www.snowflake.com/content/experience-fragments/snowflake-site/language-masters/ko/site/footer/master/_jcr_content/root/container_573483281_/container_112062425/flexible_column_cont/flexible_column_content_container_1/container/container/image.coreimg.svg/1747882370694/nav-icon-snowflake-bug.svg","lazyEnabled":true,"isLcpImage":false,"width":"64",":type":"snowflake-site/components/image"}},":itemsOrder":["image"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"},"text_copy_copy_16360_258165670":{"id":"text-1269e7bceb","additionalClasses":"sf-footer__legal-links","text":"\u003Cul\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/legal/privacy/privacy-policy/\"\u003E개인정보 처리방침\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/legal/snowflake-site-terms/\"\u003E사이트 이용 약관\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://info.snowflake.com/Preference-center.html\"\u003E이메일 수신 설정\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Cbutton id=\"ot-sdk-btn\" class=\"ot-sdk-show-settings\"\u003E쿠키 설정\u003C/button\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/legal/privacy/privacy-policy/#12\"\u003E개인 정보를 공유하지 않습니다.\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/ko/legal/\"\u003E법률\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E© 2026 Snowflake Inc. All Rights Reserved ㅣ 스노우플레이크코리아 유한회사 ㅣ 대표자: 마이클파스콸스카펠리 ㅣ 주소: 서울특별시 강남구 테헤란로 134, 10층(역삼동, 포스코타워 역삼) ㅣ 사업자등록번호: 523-87-02399\u003C/li\u003E\r\n\u003C/ul\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-size-small text-color-text-04"},"markup_editor":{"id":"markup-editor-542313d7aa","title":" ","htmlContent":"\u003Cdiv class=\"sf-footer__social\"\u003E\r\n\u003Cdiv data-testid=\"snowflake-footer-twitter\" class=\"snowflake-button-icon snowflake-button-white snowflake-footer-social-item\"\u003E\u003Cdiv class=\"snowflake-button-icon \"\u003E\u003Ca href=\"https://x.com/Snowflake\" data-testid=\"button-external\" aria-label=\"X (Twitter)\" role=\"button\" class=\"snowflake-button-container\" title=\"X (Twitter)\" tabindex=\"0\" target=\"_blank\" rel=\"noreferrer\"\u003E\u003Cdiv data-testid=\"button-icon-wrapper\"\u003E\u003Csvg xmlns=\"http://www.w3.org/2000/svg\" fill=\"none\" viewBox=\"0 0 59 53\" class=\"button-icon\"\u003E\u003Cpath fill=\"currentColor\" d=\"M46.614 0h9.044L35.8 22.49 59 53H40.795L26.54 34.46 10.223 53H1.18l21.036-24.055L0 0h18.657l12.878 16.937zM43.45 47.72h5.013L16.023 5.085h-5.387z\"\u003E\u003C/path\u003E\u003C/svg\u003E\u003C/div\u003E\u003C/a\u003E\u003Cdiv\u003E\u003C/div\u003E\u003C/div\u003E\u003C/div\u003E\u003Cdiv data-testid=\"snowflake-footer-linkedin\" class=\"snowflake-button-icon snowflake-button-white snowflake-footer-social-item\"\u003E\u003Cdiv class=\"snowflake-button-icon \"\u003E\u003Ca href=\"https://www.linkedin.com/company/3653845\" data-testid=\"button-external\" aria-label=\"LinkedIn\" role=\"button\" class=\"snowflake-button-container\" title=\"LinkedIn\" tabindex=\"0\" target=\"_blank\" rel=\"noreferrer\"\u003E\u003Cdiv data-testid=\"button-icon-wrapper\"\u003E\u003Csvg xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" viewBox=\"0 0 24 24\" class=\"button-icon\"\u003E\u003Cpath d=\"M22.223 0H1.772C.792 0 0 .773 0 1.73v20.536C0 23.222.792 24 1.772 24h20.451c.98 0 1.777-.778 1.777-1.73V1.73C24 .773 23.203 0 22.223 0ZM7.12 20.452H3.558V8.995H7.12v11.457ZM5.34 7.434a2.064 2.064 0 1 1 0-4.125 2.063 2.063 0 0 1 0 4.125Zm15.112 13.018h-3.558v-5.57c0-1.326-.024-3.037-1.852-3.037-1.851 0-2.133 1.449-2.133 2.944v5.663H9.356V8.995h3.413v1.566h.047c.473-.9 1.636-1.852 3.365-1.852 3.605 0 4.27 2.372 4.27 5.457v6.286Z\"\u003E\u003C/path\u003E\u003C/svg\u003E\u003C/div\u003E\u003C/a\u003E\u003Cdiv\u003E\u003C/div\u003E\u003C/div\u003E\u003C/div\u003E\u003Cdiv data-testid=\"snowflake-footer-facebook\" class=\"snowflake-button-icon snowflake-button-white snowflake-footer-social-item\"\u003E\u003Cdiv class=\"snowflake-button-icon \"\u003E\u003Ca href=\"https://www.facebook.com/snowflakedb/\" data-testid=\"button-external\" aria-label=\"Facebook\" role=\"button\" class=\"snowflake-button-container\" title=\"Facebook\" tabindex=\"0\" target=\"_blank\" rel=\"noreferrer\"\u003E\u003Cdiv data-testid=\"button-icon-wrapper\"\u003E\u003Csvg xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" viewBox=\"0 0 24 24\" class=\"button-icon\"\u003E\u003Cpath d=\"M24 12c0-6.627-5.373-12-12-12S0 5.373 0 12c0 5.99 4.388 10.954 10.125 11.854V15.47H7.078V12h3.047V9.356c0-3.007 1.792-4.668 4.533-4.668 1.312 0 2.686.234 2.686.234v2.953H15.83c-1.491 0-1.956.925-1.956 1.875V12h3.328l-.532 3.469h-2.796v8.385C19.612 22.954 24 17.99 24 12Z\"\u003E\u003C/path\u003E\u003C/svg\u003E\u003C/div\u003E\u003C/a\u003E\u003Cdiv\u003E\u003C/div\u003E\u003C/div\u003E\u003C/div\u003E\u003Cdiv data-testid=\"snowflake-footer-youtube\" class=\"snowflake-button-icon snowflake-button-white snowflake-footer-social-item\"\u003E\u003Cdiv class=\"snowflake-button-icon \"\u003E\u003Ca href=\"https://www.youtube.com/user/snowflakecomputing\" data-testid=\"button-external\" aria-label=\"YouTube\" role=\"button\" class=\"snowflake-button-container\" title=\"YouTube\" tabindex=\"0\" target=\"_blank\" rel=\"noreferrer\"\u003E\u003Cdiv data-testid=\"button-icon-wrapper\"\u003E\u003Csvg xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" viewBox=\"0 0 24 24\" class=\"button-icon\"\u003E\u003Cpath d=\"M23.76 7.2s-.233-1.655-.955-2.381c-.914-.956-1.936-.961-2.405-1.017-3.356-.244-8.395-.244-8.395-.244h-.01s-5.039 0-8.395.244c-.469.056-1.49.06-2.405 1.017C.473 5.545.244 7.2.244 7.2S0 9.145 0 11.086v1.819c0 1.94.24 3.886.24 3.886s.233 1.654.95 2.38c.915.957 2.115.924 2.65 1.027 1.92.183 8.16.24 8.16.24s5.044-.01 8.4-.249c.469-.056 1.49-.06 2.405-1.017.722-.727.956-2.381.956-2.381S24 14.85 24 12.905v-1.819c0-1.94-.24-3.886-.24-3.886ZM9.52 15.113V8.367l6.483 3.385-6.483 3.36Z\"\u003E\u003C/path\u003E\u003C/svg\u003E\u003C/div\u003E\u003C/a\u003E\u003Cdiv\u003E\u003C/div\u003E\u003C/div\u003E\u003C/div\u003E\r\n\u003C/div\u003E","cssContent":".sf-footer #ot-sdk-btn.ot-sdk-show-settings,.sf-footer #ot-sdk-btn.optanon-show-settings{color:rgba(255,255,255,.7) !important;text-underline-offset:4px;border-top:none;border-left:none;border-right:none;border-bottom:1px dotted transparent;background-color:transparent !important;background-image:none !important;transition:300ms ease text-decoration-color;padding:0 !important;font-size:12px;font-family:'Lato',sans-serif}.sf-footer #ot-sdk-btn.ot-sdk-show-settings:hover,.sf-footer #ot-sdk-btn.optanon-show-settings:hover{color:rgba(255,255,255,1) !important;border-bottom:1px dotted var(--ui-01);transition:300ms ease text-decoration-color}.sf-footer__legal-container\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:last-child{flex-shrink:0}.sf-footer__disclaimers{background-color:#042130}.sf-footer__disclaimers .snowflake-simple-stat-disclaimer p a{color:inherit;text-decoration:none !important}.sf-footer__disclaimers .snowflake-simple-stat-disclaimer p sup{margin-right:2px}.sf-footer__disclaimers .snowflake-simple-stat-disclaimer p{text-indent:-5px;padding-left:5px}.sf-footer__disclaimers-inner{border-top:1px solid rgba(255,255,255,.25);padding:40px 0}.sf-footer__disclaimers .snowflake-simple-stat{align-items:flex-start;text-align:left;color:rgba(255,255,255,.7);margin-bottom:10px}.sf-footer__social{display:flex;justify-content:center;gap:12px}.sf-footer .snowflake-footer-social-item{margin:0 !important}.sf-footer .snowflake-footer-social-item a{line-height:0;background-color:rgba(3,24,35,.8);display:inline-block;width:48px !important;height:48px;border-radius:8px;display:inline-flex;justify-content:center;align-items:center;transition:300ms ease background-color}.sf-footer .snowflake-footer-social-item a:hover{background-color:var(--ui-01) !important;transition:300ms ease background-color}.sf-footer__bottom{padding-bottom:40px}.sf-footer .snowflake-marketo-form .mktoFormRow .mktoFieldWrap .mktoError .mktoErrorMsg{max-width:100%;color:#fff}.sf-footer .mktoForm .mktoError .mktoErrorMsg .mktoErrorDetail{display:inline-block}.sf-footer .mktoFormRow:has(.mktoHtmlText:empty){display:none}.sf-footer .mktoFormRow .mktoHtmlText span{color:#fff !important}.sf-footer{background-color:#042130}.sf-footer .optanon-toggle-display:hover{text-decoration-color:var(--ui-01) !important;cursor:pointer !important;text-underline-offset:4px;text-decoration-style:dotted !important;text-decoration-color:var(--ui-01);color:#fff !important;transition:300ms ease text-decoration-color;text-decoration:underline;opacity:1}.sf-footer__logo{width:40px}.sf-footer-grid__inner\u003E.container\u003E.cmp-container\u003E.aem-container{row-gap:32px}.sf-footer__legal-container\u003E.container\u003E.cmp-container\u003E.aem-container{display:flex;justify-content:space-between;align-items:center;text-align:center;row-gap:16px}.sf-footer__legal-container\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:nth-child(2){text-align:center;flex-grow:1}.sf-footer__legal-links li button,.sf-footer__legal-links li a,.sf-footer__legal-links li{margin:0;color:rgba(255,255,255,.7) !important;font-weight:500}.sf-footer__legal-links li a:hover{color:rgba(255,255,255,1) !important}.sf-footer div.sf-footer__copyright p,.sf-footer div.sf-footer__legal-links li,.sf-footer div.sf-footer__legal-links a,.sf-footer div.sf-footer__legal-links p{font-size:12px !important}.sf-footer__legal-links ul{list-style-type:none;margin:0;padding:0;display:flex;gap:20px;row-gap:4px;justify-content:center;flex-wrap:wrap;text-align:center}.sf-footer__legal-links li:last-child{width:100%}.sf-footer .mktoFormRow:has(.mktoPlaceholder),.sf-footer .mktoFormRow:has(input[type=\"hidden\"]){display:none !important}.sf-footer .mktoFormCol{margin-bottom:0 !important}.sf-footer label[for=\"adhoc1\"]{width:auto !important;flex-grow:1;margin-left:16px}.sf-footer .mktoFieldWrap:has(label[for=\"adhoc1\"]){display:flex;flex-direction:row-reverse;margin-top:22px}.snowflake-marketo-form .mktoFormRow .mktoFieldWrap .mktoCheckboxList input[type=checkbox]{background-color:transparent !important;border:1px solid rgba(255,255,255,.4) !important;border-radius:4px !important}.sf-footer .snowflake-marketo-form .mktoFormRow .mktoFieldWrap .mktoEmailField,.sf-footer .snowflake-marketo-form .mktoFormRow .mktoFieldWrap .mktoTelField,.sf-footer .snowflake-marketo-form .mktoFormRow .mktoFieldWrap .mktoTextField,.sf-footer .snowflake-marketo-form .mktoFormRow .mktoFieldWrap select{background-color:transparent !important;color:#fff !important;height:auto !important;border:1px solid rgba(255,255,255,.4) !important;border-radius:4px !important;padding:12px 18px !important}.sf-footer .snowflake-marketo-form .mktoFormRow .mktoFieldWrap .mktoEmailField:focus,.sf-footer .snowflake-marketo-form .mktoFormRow .mktoFieldWrap .mktoTelField:focus,.sf-footer .snowflake-marketo-form .mktoFormRow .mktoFieldWrap .mktoTextField:focus,.sf-footer .snowflake-marketo-form .mktoFormRow .mktoFieldWrap select:focus{border-color:var(--ui-01) !important}.sf-footer .mktoForm *{padding:0 !important}.sf-footer .mktoForm,.sf-footer .snowflake-marketo-form-container{padding:0 !important;background:transparent;margin-bottom:0;box-shadow:none}.sf-footer .mktoHtmlText.mktoHasWidth{width:100% !important;margin:24px 0}.sf-footer .mktoFormRow{flex-direction:column}.sf-footer .mktoForm .mktoButtonWrap{margin:0 !important}.sf-footer select{background-image:url(\"data:image/svg+xml,%3Csvg width='14' height='8' viewBox='0 0 14 8' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath d='M.981445 1.43496L6.90897 7.32496L12.9314 1.33496' stroke='white' stroke-width='1.33333' stroke-miterlimit='10' stroke-linecap='round' stroke-linejoin='round'/%3E%3C/svg%3E%0A\") !important}.sf-footer .snowflake-marketo-form .mktoButtonWrap.mktoNative{justify-content:flex-start}.sf-footer *::placeholder{color:#fff !important;opacity:.8}.sf-footer .mktoForm .mktoButtonWrap.mktoSimple .mktoButton{background-color:var(--ui-01) !important;color:#fff !important;width:100% !important;padding:12px 16px !important;border:1px solid var(--ui-01) !important;background-image:none !important;border-radius:48px;text-transform:uppercase;font-weight:800 !important;font-family:'Texta',sans-serif !important;font-size:16px !important;line-height:1.2}.sf-footer .snowflake-marketo-form .mktoFormRow .mktoFieldWrap .mktoHtmlText\u003Espan,.sf-footer .snowflake-marketo-form .mktoFormRow .mktoFieldWrap .mktoLabel\u003Espan,.sf-footer .snowflake-marketo-form .mktoFormRow .mktoFieldWrap label.mktoLabel{color:#fff !important}.sf-footer__newsletter-title p:not(:first-child){margin-top:8px !important}.sf-footer__newsletter-title p b{font-weight:800 !important;font-family:'Texta',sans-serif !important;font-size:22px !important;line-height:1.2}.sf-footer__newsletter-title p:last-child{font-size:14px !important;opacity:.8}.sf-footer__link-group li a[target=\"_blank\"]::after{content:'';display:inline-block;width:10px;height:10px;margin-left:5px;background-image:url(\"data:image/svg+xml,%3Csvg width='11' height='11' viewBox='0 0 11 11' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath d='M6.72222 1.22222C6.38471 1.22222 6.11111 .948616 6.11111 .611111C6.11111 .273607 6.38471 0 6.72222 0H10.3889C10.551 0 10.7064 .0643867 10.821 .178988C10.9356 .293596 11 .449032 11 .611111V4.27778C11 4.61529 10.7264 4.88889 10.3889 4.88889C10.0514 4.88889 9.77778 4.61529 9.77778 4.27778V2.08647L4.09879 7.76545C3.86013 8.00409 3.4732 8.00409 3.23454 7.76545C2.99589 7.52681 2.99589 7.13986 3.23454 6.90122L8.91355 1.22222H6.72222ZM0 2.44444C0 1.76943 .547207 1.22222 1.22222 1.22222H4.27778C4.61529 1.22222 4.88889 1.49583 4.88889 1.83333C4.88889 2.17084 4.61529 2.44444 4.27778 2.44444H1.22222V9.77778H8.55556V6.72222C8.55556 6.38471 8.82915 6.11111 9.16667 6.11111C9.50418 6.11111 9.77778 6.38471 9.77778 6.72222V9.77778C9.77778 10.4528 9.23059 11 8.55556 11H1.22222C.547207 11 0 10.4528 0 9.77778V2.44444Z' fill='white'/%3E%3C/svg%3E%0A\");background-size:contain;background-repeat:no-repeat;background-position:center}.sf-footer__link-group ul,.sf-footer__link-group li{margin:0;padding:0;list-style-type:none}.sf-footer__link-group ul{margin-top:20px !important}.sf-footer__link-group li{margin-top:15px}.sf-footer div.sf-footer__link-group\u003Espan\u003Ep\u003Ea,.sf-footer div.sf-footer__link-group\u003Espan\u003Ep{color:var(--ui-01) !important;font-weight:800 !important;font-family:'Texta',sans-serif !important;font-size:20px !important;line-height:1.2}.sf-footer__link-group li a{opacity:.9;color:#fff !important;font-weight:500 !important;font-size:15px !important;line-height:1.3}.sf-footer__link-group li a:hover{opacity:1}.sf-footer-grid__inner\u003E.container\u003E.cmp-container\u003E.aem-container::before,.sf-footer-grid__inner\u003E.container\u003E.cmp-container\u003E.aem-container::after{display:none}.sf-footer__column{flex-grow:1}.sf-footer-grid__inner\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:not(:first-child){width:50%}@media (min-width:800px){.sf-footer__legal-links ul{justify-content:flex-start;text-align:left}.sf-footer__social{justify-content:flex-end}.sf-footer__legal-links ul{padding-left:24px}.sf-footer__legal-container\u003E.container\u003E.cmp-container\u003E.aem-container{text-align:right;flex-wrap:nowrap}.sf-footer__legal-links.align-left ul{justify-content:flex-start}.sf-footer-grid__inner\u003E.container\u003E.cmp-container\u003E.aem-container{display:flex;justify-content:space-between;flex-direction:row}.sf-footer-grid__inner\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:auto !important;max-width:200px}.sf-footer-grid__inner\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:first-child{flex-grow:1;order:2;width:100% !important;max-width:none}.sf-footer__legal-container\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:auto}}@media screen and (min-width:1380px){.sf-footer-grid__inner\u003E.container\u003E.cmp-container\u003E.aem-container{flex-wrap:nowrap}.sf-footer-grid__inner\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:first-child{padding-right:48px;max-width:380px;background-color:rgba(3,24,35,.4);padding:32px;margin-left:48px;border-radius:16px}.sf-footer__link-group li,.sf-footer__link-group li a{font-size:14px !important;line-height:1.3}}@media screen and (max-width:991px){.sf-footer-grid__inner\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:first-child{order:2;margin-top:24px !important}}@media screen and (max-width:420px){.is-reduced-mobile .heading-1-v2,.is-reduced-mobile .heading-1-v2-sm{font-size:32px;line-height:28px}}",":type":"snowflake-site/components/markup-editor","isGSAPEnabled":false}},":itemsOrder":["container","text_copy_copy_16360_258165670","markup_editor"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-none"}},":itemsOrder":["container"]},":type":"snowflake-site/components/flexible-column-container","isBlogPage":false,"isActiveTOC":false}},":itemsOrder":["flexible_column_cont"],"appliedCssClassNames":"snowflake-container snowflake-responsive-container-inner-padding-small"}},":itemsOrder":["container_112062425"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-none"},"markup_editor_copy":{"id":"markup-editor-1f6601edc6","title":"New css","cssContent":".snowflake-flexible-column-container-items-alignment-match-height .download-card,.snowflake-flexible-column-container-items-alignment-match-height .download-card\u003E.container{height:100%}.download-card div.code-toolbar\u003E.toolbar .copy-to-clipboard-button{background-color:white;border:1px solid #a9e1f6;margin-right:4px;top:6px;border-radius:16px;height:26px;width:40px}.download-card .snowflake-code-snippet\u003Ediv.code-toolbar\u003E.toolbar\u003E.toolbar-item\u003Ebutton:before{content:'';background-image:url(\"data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='16' height='16' viewBox='0 0 24 24' fill='none' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'%3E%3Crect x='9' y='9' width='13' height='13' rx='2' ry='2' style='stroke:%23249EDC;'%3E%3C/rect%3E%3Cpath d='M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1' style='stroke:%23249EDC;'%3E%3C/path%3E%3C/svg%3E\");background-size:auto 65%;background-position:center;background-repeat:no-repeat;top:0;left:0;width:100%;height:100%}.download-card .snowflake-code-snippet\u003Ediv.code-toolbar\u003E.toolbar\u003E.toolbar-item\u003Ebutton:hover:before{background-image:url(\"data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='16' height='16' viewBox='0 0 24 24' fill='none' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'%3E%3Crect x='9' y='9' width='13' height='13' rx='2' ry='2' style='stroke:%23fff;'%3E%3C/rect%3E%3Cpath d='M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1' style='stroke:%23fff;'%3E%3C/path%3E%3C/svg%3E\")}.download-card\u003Ediv{background-color:#fff;border:1px solid #ccc;border-radius:8px;padding:24px}.download-chip__headline{border-bottom:1px solid #ccc;padding-bottom:16px;margin-bottom:16px}.download-chip{padding:8px 12px !important;border-radius:4px;transition:300ms ease background-color}.download-chip .black-blue-text-color .snowflake-title-v2-line{color:#000 !important;padding-right:24px;font-family:'Lato',sans-serif;font-size:14px !important;font-weight:500 !important}.download-chip .black-blue-text-color .snowflake-title-v2-line:not(:first-child){opacity:.6;font-style:italic !important}.download-chip .snowflake-content-chip-button{display:none}.download-chip.is-external-link{background-size:16px 16px;background-image:url(\"data:image/svg+xml,%3Csvg width='15' height='15' viewBox='0 0 15 15' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath d='M1.06055 13.0607L11.8605 2.26067M13.0605 10.6607V1.06067H3.46055' stroke='%23249EDC' stroke-width='2.12132' stroke-linecap='round' stroke-linejoin='round'/%3E%3C/svg%3E%0A\")}.download-chip{background-image:url(\"data:image/svg+xml,%3Csvg width='18' height='18' viewBox='0 0 18 18' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cg clip-path='url(%23clip0_883_7979)'%3E%3Cpath d='M3.375 16.875H14.625' stroke='%23249EDC' stroke-width='1.40625' stroke-linecap='round' stroke-linejoin='round'/%3E%3Cpath d='M9 1.125V11.25' stroke='%23249EDC' stroke-width='1.40625' stroke-linecap='round' stroke-linejoin='round'/%3E%3Cpath d='M4.5 7.875L9 12.375L13.5 7.875' stroke='%23249EDC' stroke-width='1.40625' stroke-linecap='round' stroke-linejoin='round'/%3E%3C/g%3E%3Cdefs%3E%3CclipPath id='clip0_883_7979'%3E%3Crect width='18' height='18' fill='white'/%3E%3C/clipPath%3E%3C/defs%3E%3C/svg%3E%0A\");background-size:24px auto;background-repeat:no-repeat;background-position:calc(100% - 12px) center}.download-chip__headline{display:flex;gap:16px;flex-direction:row !important;flex-wrap:nowrap}.download-chip__headline::before{content:'';display:inline-block;width:24px;height:24px;background-position:center;background-image:url(\"data:image/svg+xml,%3Csvg width='21' height='21' viewBox='0 0 21 21' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M7.50005 9.89999C8.13657 9.89999 8.74702 9.64713 9.19711 9.19704C9.64719 8.74696 9.90005 8.13651 9.90005 7.49999V2.69999C9.90005 2.06347 9.64719 1.45302 9.19711 1.00293C8.74702 .552844 8.13657 .299988 7.50005 .299988H2.70005C2.06353 .299988 1.45308 .552844 1.00299 1.00293C.552905 1.45302 .300049 2.06347 .300049 2.69999V7.49999C.300049 8.13651 .552905 8.74696 1.00299 9.19704C1.45308 9.64713 2.06353 9.89999 2.70005 9.89999H7.50005ZM7.50005 7.49999H2.70005V2.69999H7.50005V7.49999Z' fill='%23249EDC' stroke='white' stroke-width='.6'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M7.50005 20.3C8.13657 20.3 8.74702 20.0472 9.19711 19.5971C9.64719 19.147 9.90005 18.5365 9.90005 17.9V13.1C9.90005 12.4635 9.64719 11.853 9.19711 11.403C8.74702 10.9529 8.13657 10.7 7.50005 10.7H2.70005C2.06353 10.7 1.45308 10.9529 1.00299 11.403C.552905 11.853 .300049 12.4635 .300049 13.1V17.9C.300049 18.5365 .552905 19.147 1.00299 19.5971C1.45308 20.0472 2.06353 20.3 2.70005 20.3H7.50005ZM7.50005 17.9H2.70005V13.1H7.50005V17.9Z' fill='%23249EDC' stroke='white' stroke-width='.6'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M17.9001 9.89999C18.5366 9.89999 19.147 9.64713 19.5971 9.19704C20.0472 8.74696 20.3001 8.13651 20.3001 7.49999V2.69999C20.3001 2.06347 20.0472 1.45302 19.5971 1.00293C19.147 .552844 18.5366 .299988 17.9001 .299988H13.1001C12.4636 .299988 11.8531 .552844 11.403 1.00293C10.9529 1.45302 10.7001 2.06347 10.7001 2.69999V7.49999C10.7001 8.13651 10.9529 8.74696 11.403 9.19704C11.8531 9.64713 12.4636 9.89999 13.1001 9.89999H17.9001ZM17.9001 7.49999H13.1001V2.69999H17.9001V7.49999Z' fill='%23249EDC' stroke='white' stroke-width='.6'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M17.9001 20.3C18.5366 20.3 19.147 20.0472 19.5971 19.5971C20.0472 19.147 20.3001 18.5365 20.3001 17.9V13.1C20.3001 12.4635 20.0472 11.853 19.5971 11.403C19.147 10.9529 18.5366 10.7 17.9001 10.7H13.1001C12.4636 10.7 11.8531 10.9529 11.403 11.403C10.9529 11.853 10.7001 12.4635 10.7001 13.1V17.9C10.7001 18.5365 10.9529 19.147 11.403 19.5971C11.8531 20.0472 12.4636 20.3 13.1001 20.3H17.9001ZM17.9001 17.9H13.1001V13.1H17.9001V17.9Z' fill='%23249EDC' stroke='white' stroke-width='.6'/%3E%3C/svg%3E%0A\");background-size:contain;background-repeat:no-repeat}.download-chip__headline.is-cli::before{background-image:url(\"data:image/svg+xml,%3Csvg width='24' height='24' viewBox='0 0 24 24' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath d='M4 17L10 11L4 5' stroke='%23000' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'/%3E%3Cpath d='M12 19H20' stroke='%23000' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'/%3E%3C/svg%3E%0A\")}.download-card pre[class*=language-]{padding:8px 12px;background-color:var(--ui-background-05);overflow:hidden}.download-chip__headline.is-windows,.download-chip__headline.is-mac{gap:12px}.download-chip__headline.is-windows::before{width:16px;height:20px;background-image:url(\"data:image/svg+xml,%3Csvg width='4875' height='4875' viewBox='0 0 4875 4875' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cg clip-path='url(%23clip0_122_201)'%3E%3Cpath d='M0 0H2311V2310H0V0ZM2564 0H4875V2310H2564V0ZM0 2564H2311V4875H0V2564ZM2564 2564H4875V4875H2564' fill='%23000'/%3E%3C/g%3E%3C/svg%3E\")}.download-chip__headline.is-mac::before{width:16px;height:20px;background-image:url(\"data:image/svg+xml,%3Csvg version='1.1' id='Layer_1' xmlns:x='ns_extend;' xmlns:i='ns_ai;' xmlns:graph='ns_graphs;' xmlns='http://www.w3.org/2000/svg' xmlns:xlink='http://www.w3.org/1999/xlink' x='0' y='0' viewBox='0 0 41.5 51' style='enable-background:new 0 0 41.5 51;' xml:space='preserve'%3E%3Cmetadata%3E%3Csfw xmlns='ns_sfw;'%3E%3Cslices%3E%3C/slices%3E%3CsliceSourceBounds bottomLeftOrigin='true' height='51' width='41.5' x='166.1' y='-208.1'%3E%3C/sliceSourceBounds%3E%3C/sfw%3E%3C/metadata%3E%3Cg%3E%3Cpath d='M40.2,17.4c-3.4,2.1-5.5,5.7-5.5,9.7c0,4.5,2.7,8.6,6.8,10.3c-.8,2.6-2,5-3.5,7.2c-2.2,3.1-4.5,6.3-7.9,6.3s-4.4-2-8.4-2 c-3.9,0-5.3,2.1-8.5,2.1s-5.4-2.9-7.9-6.5C2,39.5,.1,33.7,0,27.6c0-9.9,6.4-15.2,12.8-15.2c3.4,0,6.2,2.2,8.3,2.2 c2,0,5.2-2.3,9-2.3C34.1,12.2,37.9,14.1,40.2,17.4z M28.3,8.1C30,6.1,30.9,3.6,31,1c0-.3,0-.7-.1-1c-2.9,.3-5.6,1.7-7.5,3.9 c-1.7,1.9-2.7,4.3-2.8,6.9c0,.3,0,.6,.1,.9c.2,0,.5,.1,.7,.1C24.1,11.6,26.6,10.2,28.3,8.1z'%3E%3C/path%3E%3C/g%3E%3C/svg%3E\")}.download-chip__headline.is-desktop::before{background-image:url(\"data:image/svg+xml,%3Csvg width='24' height='24' viewBox='0 0 24 24' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cg opacity='.8'%3E%3Cpath d='M1.5 21H22.5V18H1.5V21Z' fill='%23000' stroke='white' stroke-width='.75'/%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M19.5 15C20.2956 15 21.0587 14.6839 21.6213 14.1213C22.1839 13.5587 22.5 12.7956 22.5 12V6C22.5 5.20435 22.1839 4.44129 21.6213 3.87868C21.0587 3.31607 20.2956 3 19.5 3H4.5C3.70435 3 2.94129 3.31607 2.37868 3.87868C1.81607 4.44129 1.5 5.20435 1.5 6V12C1.5 12.7956 1.81607 13.5587 2.37868 14.1213C2.94129 14.6839 3.70435 15 4.5 15H19.5ZM19.5 12H4.5V6H19.5V12Z' fill='%23000' stroke='white' stroke-width='.75'/%3E%3C/g%3E%3C/svg%3E%0A\")}.download-card .snowflake-code-snippet,.download-card .snowflake-code-snippet code,.download-card .snowflake-code-snippet pre{font-size:14px;color:#000;text-shadow:none !important}.download-chip:hover{background-color:var(--ui-background-05) !important;transition:300ms ease background-color}body:has(.snowflake-skip-to-content[style]) #subNav,.pushdown-banner-dismissed #subNav{top:var(--scroll-padding-top) !important;transition:300ms ease top}body:has(.snowflake-skip-to-content[style*=\"58\"]) #subNav{top:34px !important}body:has(.snowflake-skip-to-content[style*=\"82\"]) #subNav{top:58px !important}body:has(.snowflake-skip-to-content[style*=\"130\"]) #subNav{top:106px !important}body:has(.snowflake-skip-to-content[style*=\"138\"]) #subNav{top:114px !important}body:has(.snowflake-skip-to-content[style*=\"146\"]) #subNav{top:122px !important}.sf-footer .mktoFormRow .mktoHtmlText span{font-family:'Lato',sans-serif !important}.snowflake-button-primary.snowflake-button-blue .snowflake-button-container{justify-content:center}.related-chip-25{background-color:#fff;border:1px solid rgba(204,204,204,.5);border-radius:8px;padding:20px;position:relative}.related-chip-25:hover{box-shadow:rgba(152,162,179,.1) 0 10px 20px 0}.related-chip-25:hover::after{right:24px;transition:300ms ease right}.related-chip-25::after{content:'';display:block;transition:300ms ease right;background-image:url(\"data:image/svg+xml,%3Csvg width='8' height='14' viewBox='0 0 8 14' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M7.66699 7C7.66699 6.6571 7.53559 6.32825 7.30169 6.08578L2.34446 .947072C1.84529 .429617 1.0164 .429617 .517219 .947072C.0427878 1.43887 .042788 2.21798 .517219 2.70978L4.65591 7L.51722 11.2902C.0427889 11.782 .0427887 12.5611 .51722 13.0529C1.0164 13.5704 1.84529 13.5704 2.34447 13.0529L7.30169 7.91421C7.53559 7.67175 7.66699 7.34289 7.66699 7Z' fill='%2329B5E8'/%3E%3C/svg%3E%0A\");width:8px;height:14px;display:block;position:absolute;right:30px;top:50%;transform:translateY(-50%);background-size:contain;background-position:center;background-repeat:no-repeat}.related-chip-25 .heading-5-v2{font-size:22px;line-height:1.4}.related-chip-25 .snowflake-content-chip-image{width:48px}.related-chip-25 .snowflake-content-chip-image__image{aspect-ratio:1;height:auto;object-fit:contain}.related-chip-25 .snowflake-content-chip-button{display:none}.related-chip-25:hover::after{right:24px;transition:300ms ease right}.related-chip-25 .snowflake-content-chip-content-without-tag{flex-grow:1;padding-right:24px}.related-chip-25::after{content:'';display:block;transition:300ms ease right;background-image:url(\"data:image/svg+xml,%3Csvg width='8' height='14' viewBox='0 0 8 14' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M7.66699 7C7.66699 6.6571 7.53559 6.32825 7.30169 6.08578L2.34446 .947072C1.84529 .429617 1.0164 .429617 .517219 .947072C.0427878 1.43887 .042788 2.21798 .517219 2.70978L4.65591 7L.51722 11.2902C.0427889 11.782 .0427887 12.5611 .51722 13.0529C1.0164 13.5704 1.84529 13.5704 2.34447 13.0529L7.30169 7.91421C7.53559 7.67175 7.66699 7.34289 7.66699 7Z' fill='%2329B5E8'/%3E%3C/svg%3E%0A\");width:8px;height:14px;display:block;position:absolute;right:30px;top:50%;transform:translateY(-50%);background-size:contain;background-position:center;background-repeat:no-repeat}.related-chip-25 .heading-5-v2{font-size:22px;line-height:1.1}.related-chip-25 .snowflake-content-chip-image{width:48px;flex-shrink:0}.related-chip-25 .snowflake-content-chip-image__image{aspect-ratio:1;height:auto;object-fit:contain}.related-chip-25 .snowflake-content-chip-button{display:none}.case-study-25.small-logo .snowflake-case-study-card-logo img{width:60px !important}.swiper-slide .case-study-25{width:95%;margin-left:auto;margin-right:auto}.case-study-25 .snowflake-case-study-card-logo img{width:140px !important;height:auto !important;transform:none !important;margin:24px 0 8px 0}.case-study-25 .snowflake-case-study-card-image__image{object-position:left center}.case-study-25 .snowflake-case-study-card-information-container{padding-right:24px}.case-study-25 ul{list-style-type:none;padding:0;margin:8px 0 0 0}.case-study-25 li{font-size:15px !important;line-height:1.3 !important;display:flex;flex-direction:column;border-left:4px solid var(--ui-01);padding-left:24px;margin-top:24px;color:#535862;gap:4px}.case-study-25 li b{display:block;font-family:'Texta',sans-serif;font-weight:900 !important;font-size:48px !important;line-height:.9 !important;color:var(--ui-01)}.case-study-25 .snowflake-case-study-card-description p{color:#535862}.case-study-25 .snowflake-case-study-card-description p:nth-child(2):not(:has(a)){color:#000;font-family:Texta;font-size:30px !important;line-height:1 !important;font-style:normal;font-weight:700;text-indent:-8px}.case-study-25.is-story .snowflake-case-study-card-description p:nth-child(2):not(:has(a)){text-indent:0}.case-study-25 .snowflake-case-study-card-key-card{background-color:transparent}.case-study-25 .snowflake-case-study-card-button{display:none}.case-study-25{border-radius:24px;overflow:hidden}@media screen and (min-width:1024px){.case-study-25 .snowflake-case-study-card-left-container{position:static;width:60%;min-height:0}.case-study-25 .snowflake-case-study-card-right-container::after{content:'';display:block;width:60%;max-width:340px;padding-bottom:50%;background-image:url(\"data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' fill='none' viewBox='0 0 22 16' class='snowflake-pushdown-banner-placeholder-arrow'%3E%3Cpath fill='%2329B5E8' fill-rule='evenodd' d='M17.865 8.756c.088-.274.124-.555.118-.834a2.551 2.551 0 0 0-1.3-2.142L7.887.76C6.645.055 5.063.475 4.35 1.7a2.535 2.535 0 0 0 .947 3.494l4.916 2.809-4.916 2.801a2.543 2.543 0 0 0-.947 3.502c.713 1.222 2.295 1.64 3.537.934l8.796-5.024a2.541 2.541 0 0 0 1.182-1.46Z' clip-rule='evenodd'%3E%3C/path%3E%3C/svg%3E\");background-size:contain;background-repeat:no-repeat;position:absolute;top:-10%;left:-20%}.case-study-25 .snowflake-case-study-card-right-container{max-width:none;width:40%;position:absolute;top:-5%;right:-5%;z-index:0;height:110%}}@media screen and (min-width:768px){.case-study-25 li{max-width:50%}.case-study-25 ul{display:flex;gap:48px}}.snowflake-text.section-eyebrow p{margin-left:auto;margin-right:auto;margin-bottom:16px !important}.snowflake-text.section-eyebrow p,.snowflake-text.eyebrow-text p{text-transform:uppercase;font-family:'Texta',sans-serif !important;font-weight:800 !important;letter-spacing:.025em;margin-bottom:12px;line-height:1.1 !important}.snowflake-title-v2.dynamic .heading-2-v2 span.snowflake-title-v2-line{font-size:clamp(2.5rem,3.5vw,4rem) !important;line-height:.85 !important}.checklist ul{padding:0;margin:0}.checklist ul li{list-style-type:none;padding-left:32px;position:relative}.checklist ul li:not(:last-child){margin-bottom:1em}.checklist ul li::before{content:'';display:inline-block;width:20px;height:20px;background-image:url(\"data:image/svg+xml,%3Csvg width='24' height='25' viewBox='0 0 24 25' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Crect y='.985352' width='24' height='24' rx='12' fill='%23D4F0FA'/%3E%3Cpath d='M7.28613 13.2967L10.7147 16.7253L17.5718 9.86816' stroke='%2329B5E8' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'/%3E%3C/svg%3E%0A\");background-size:contain;background-repeat:no-repeat;position:absolute;top:3px;left:0}.last-line-blue .snowflake-typographyv2 .snowflake-title-v2-line:last-child{color:var(--ui-01)}.snowflake-text p sup{line-height:0}.snowflake-title-v2.lowercase .heading-3-v2{font-size:28px;line-height:1;text-transform:none;font-weight:700}.snowflake-title-v2.lowercase .heading-2-v2{font-size:32px;line-height:1;text-transform:none;font-weight:700}.content-chip-new{border:1px solid rgba(204,204,204,.5);border-radius:16px;overflow:hidden}.content-chip-new .snowflake-image-container{border-radius:0;display:none}.content-chip-new .snowflake-content-chip-image{margin-right:0;max-width:180px;flex-shrink:0}.content-chip-new .snowflake-content-chip-content{padding:24px}.content-chip-new .black-blue-text-color .snowflake-title-v2-line:first-child{font-size:24px;line-height:1.1}.content-chip-new .black-blue-text-color .snowflake-title-v2-line:not(:first-child){font-family:'Lato',sans-serif;font-size:17px;color:#535862 !important;font-weight:500;line-height:1.45;margin-top:8px;display:none}div.snowflake-text a{font-weight:normal;color:var(--ui-01);text-decoration:underline;text-underline-offset:4px;text-decoration-style:dotted !important;text-decoration-color:transparent;transition:300ms ease text-decoration-color}div.snowflake-text a:hover{text-decoration-color:var(--ui-01);transition:300ms ease text-decoration-color}.footer-nav__link-group .snowflake-button-container,.subnav__item--button,.snowflake-card-v2-advanced-button .snowflake-button-container{justify-content:flex-start}.button-container\u003E.container\u003E.cmp-container\u003E.aem-container{align-items:center}.button-container\u003E.container\u003E.cmp-container\u003E.aem-container .snowflake-button-primary+.snowflake-button-link{margin-left:12px !important}.snowflake-button-regular.snowflake-button-link .snowflake-button-container{font-size:18px !important;text-align:left;justify-content:flex-start;line-height:1.4 !important}body .snowflake-card-v2-advanced{border:1px solid rgba(204,204,204,.5);border-radius:var(--spacing-02);transition:300ms ease all}body .snowflake-card-v2-advanced:hover{transform:translateY(-10px);box-shadow:rgba(152,162,179,.1) 0 10px 20px 0;transition:300ms ease all}body .snowflake-card-v2-advanced-inner{border-bottom:none}body .snowflake-card-v2-advanced-image{line-height:0}body .snowflake-card-v2-advanced-image__image{aspect-ratio:16 / 9}body .snowflake-card-v2-advanced-content{position:relative}body .snowflake-card-v2-advanced-content::after{content:'';display:block;position:absolute;bottom:0;left:0;transition:300ms ease all;width:20%;height:4px;background-color:var(--ui-01);opacity:0}body .snowflake-card-v2-advanced:hover .snowflake-card-v2-advanced-content::after{width:100%;opacity:1;transition:300ms ease all}body .snowflake-card-v2-advanced .snowflake-button-link.snowflake-button-blue .snowflake-button-container\u003E.link-icon{transition:300ms ease transform}body .snowflake-card-v2-advanced:hover .snowflake-button-link.snowflake-button-blue .snowflake-button-container\u003E.link-icon{transform:translateX(4px);transition:300ms ease transform}.six-columns\u003E.container\u003E.cmp-container\u003E.aem-container,.three-columns\u003E.container\u003E.cmp-container\u003E.aem-container,.four-columns\u003E.container\u003E.cmp-container\u003E.aem-container,.five-columns\u003E.container\u003E.cmp-container\u003E.aem-container{display:flex;flex-wrap:wrap;gap:24px}.six-columns.align-center\u003E.container\u003E.cmp-container\u003E.aem-container,.three-columns.align-center\u003E.container\u003E.cmp-container\u003E.aem-container,.four-columns.align-center\u003E.container\u003E.cmp-container\u003E.aem-container,.five-columns.align-center\u003E.container\u003E.cmp-container\u003E.aem-container{justify-content:center}.three-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:100%;margin:0 !important}.six-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv,.four-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv,.five-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:calc(50% - 12px);margin:0 !important}@media screen and (min-width:768px){.three-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:calc(50% - 12px)}.six-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv,.four-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv,.five-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:calc(33.333% - 16px)}}@media screen and (min-width:1024px){.snowflake-title-v2.lowercase .heading-3-v2{font-size:34px}.snowflake-title-v2.lowercase.larger .heading-2-v2{font-size:44px;line-height:.95}.three-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:calc(33.333% - 16px)}.four-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:calc(25% - 18px)}.five-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:calc(20% - 19.2px)}.six-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:calc(16.6666% - 20px)}.snowflake-title-v2.lowercase .heading-3-v2{font-size:28px !important}}@media screen and (min-width:1200px){.snowflake-title-v2.lowercase .heading-2-v2{font-size:40px}.content-chip-new .snowflake-content-chip-content{padding:32px}.content-chip-new .snowflake-image-container,.content-chip-new .black-blue-text-color .snowflake-title-v2-line:not(:first-child){display:block}}.promo-banner-25{border-radius:16px;overflow:hidden}.promo-banner-25 .snowflake-premium-content-banner-image-container{position:relative;max-width:380px}.promo-banner-25 .snowflake-text{color:#535862}.promo-banner-25 .snowflake-premium-content-banner-image__image{transform:translateY(8px);transition:300ms ease transform;border-radius:0;width:85%;margin:0 auto;display:block;position:relative;z-index:1}.promo-banner-25 .snowflake-premium-content-banner-image__link:hover .snowflake-premium-content-banner-image__image{transform:translateY(0);transition:300ms ease transform}.promo-banner-25 .snowflake-premium-content-banner-image__inner{height:auto;padding-top:24px}.promo-banner-25 .snowflake-premium-content-banner-image__link{position:relative;z-index:1;height:auto}.promo-banner-25 .snowflake-premium-content-banner-image__link::after{content:'';display:block;position:absolute;clip-path:polygon(0 0,66% 0,100% 100%,0 100%);bottom:0;left:0;width:100%;height:100%;background:var(--ui-01);transition:300ms ease width}.promo-banner-25 .snowflake-premium-content-banner-image__link:hover::after{width:110%;transition:300ms ease width}.sf-footer .snowflake-marketo-form .mktoFormRow .mktoFieldWrap select{background-position:95% 50%}.sf-footer__disclaimers .text-size-small .snowflake-text p{color:#fff !important;font-size:10px !important;opacity:.8}@media screen and (min-width:768px){.sf-footer__disclaimers .text-size-small .snowflake-text p{font-size:12px !important}}@media screen and (max-width:1023px){.mobile-top-padding{padding-top:64px}}@media (max-width:799px){.sf-footer .snowflake-marketo-form .mktoButtonWrap.mktoNative .mktoButton{width:100% !important}.sf-footer__logo{text-align:center;display:block;margin:0 auto}}.customer-card .snowflake-card-v2-advanced-image{aspect-ratio:4.35 / 1}.customer-card .snowflake-card-v2-advanced-image__image{width:100%;height:100%;padding-left:8px;object-fit:contain;object-position:left center;margin:0 !important;aspect-ratio:initial}.customer-card .snowflake-card-v2-advanced-image__inner{height:110px}.customer-card .snowflake-card-v2-advanced-tag-indicator{display:none}.pc-hero .snowflake-container-arrow-small-gray-image{top:-34% !important;width:18% !important}.pc-hero .snowflake-container-arrow-small-gray-image path{fill:var(--ui-01);opacity:1}@media screen and (max-width:767px){.mobile-padding-top{padding-top:64px}.hide-mobile{display:none !important}.pc-hero{padding-top:52px}.pc-hero p,.pc-hero .left-alignment .snowflake-title-v2-line,.pc-hero h1 span{text-align:center !important}}div.snowflake-pushdown-banner-button{margin-top:0}",":type":"snowflake-site/components/markup-editor","isGSAPEnabled":false}},":itemsOrder":["container_copy_1901439591","container_573483281_","markup_editor_copy"],"appliedCssClassNames":"ui-background-02"}},":itemsOrder":["root"],"classNames":"aem-xf"},"experiencefragment":{"id":"experiencefragment-16c3bbbaf8","localizedFragmentVariationPath":"/content/experience-fragments/snowflake-site/language-masters/ko/site/footer-legal-disclaimers/master/jcr:content","configured":true,":type":"snowflake-site/components/experiencefragment",":items":{"root":{"additionalClasses":"sf-footer__disclaimers","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"container":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-d47a5b9b19",":type":"snowflake-site/components/container",":items":{"container":{"layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"flexible_column_cont":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-60c1b94639",":type":"snowflake-site/components/container",":items":{"flexible_column_cont":{"id":"flexible-column-container-89d9df94cc","type":"1-column","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"none","bottomPadding":"none","spaceBetween":"small","reverseOnMobile":false,"carouselOnMobile":false,"backgroundImageOption":"none","flexible_column_content_container_1":{"additionalClasses":"sf-footer__disclaimers-inner","layout":"SIMPLE","id":"container-78792a5ff3",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"simple_stat_referenc_1538552089":{"configurationStatus":{"configured":true,"message":""},":type":"snowflake-site/components/simple-stat","statNumber":null,"statDescription":null,"statDisclaimer":{"id":"cf-disclaimer","text":"\u003Cp dir=\"ltr\"\u003E*PrPr, † PuPr, ‡ 출시 예정\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text"}}},":itemsOrder":["simple_stat_referenc_1538552089"]},":type":"snowflake-site/components/flexible-column-container","isBlogPage":false,"isActiveTOC":false}},":itemsOrder":["flexible_column_cont"],"appliedCssClassNames":"snowflake-container snowflake-responsive-container-inner-padding-small"}},":itemsOrder":["container"]}},":itemsOrder":["root"],"classNames":"aem-xf"}},":itemsOrder":["experiencefragment-banner","experiencefragment-header","markup_editor","responsivegrid","modal_container","experiencefragment-footer","experiencefragment"],":type":"wcm/foundation/components/responsivegrid"}},":itemsOrder":["root"],":hierarchyType":"page",":path":"/content/snowflake-site/global/ko/artificial-intelligence/industries/ai-in-cybersecurity","isPasswordProtected":false,"coveoConfig":{"organizationId":"snowflakecomputingproduction8neljofn","apiKey":"xx335921a6-2a0a-40f2-a167-e390b4766c3d","pipeline":"snowflake.com","searchHub":"snowflake.com"},"analyticsDebugMode":false,"analyticsData":{"excludeFromAnalytics":false,"subCategory":"","pageType":"homepage","templateName":"fundamentals-template","siteName":"snowflake","pageUrl":"/content/snowflake-site/global/ko/artificial-intelligence/industries/ai-in-cybersecurity","language":"ko","category":"general","pageName":"사이버 보안에서의 AI: 작동 방식과 사용 사례, 향후 전망","contentTags":["snowflake-site:taxonomy/content-type/fundamentals"]},"analyticsContentTags":["snowflake-site:taxonomy/content-type/fundamentals"],"analyticsEnabled":true,"locale":"ko"}