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normative",":type":"snowflake-site/components/structure/page","appliedCssClassNames":"summit-page"}],":type":"snowflake-site/components/breadcrumb"}},":itemsOrder":["breadcrumb"]},":type":"snowflake-site/components/flexible-column-container","isBlogPage":false,"isActiveTOC":false},"flexible_column_cont_1522565878":{"id":"flexible-column-container-6d805efcfc","propertiesId":"hub-hero","type":"2-column-40-60","alignColumns":"center","containerMaxWidth":"extra-large","topPadding":"small","bottomPadding":"medium","spaceBetween":"small","reverseOnMobile":false,"carouselOnMobile":false,"propertiesCSSClasses":"page-section","backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-30280986cf",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"text_1090200322":{"id":"text-c7e4f1b5f9","additionalClasses":"eyebrow-text","text":"\u003Cp style=\"padding-top: 8.0px;\"\u003EGuida di riferimento\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-size-regular text-color-text-02"},"title_v2":{"id":"title-v2-f360355f89","additionalClasses":"hub-hero__headline","type":"heading1","lines":["Conformità alle normative e controlli di governance"],":type":"snowflake-site/components/title-v2","appliedCssClassNames":"left-alignment"},"text":{"id":"text-818cd5524b","additionalClasses":"hub-hero__subheadline","text":"\u003Cp\u003ELa conformità alle normative può sembrare un obiettivo in continuo movimento, ma una solida governance dei dati trasforma gli obblighi frammentati in controlli ripetibili. Questa guida spiega come i controlli di governance aiutano le organizzazioni a dimostrare la conformità alle normative in materia di privacy, finanza, sanità, pagamenti, cybersecurity e intelligenza artificiale.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"container":{"additionalClasses":"hub-hero__authors","layout":"RESPONSIVE_GRID","columnCount":12,"columnClassNames":{"content_chip_copy":"aem-GridColumn aem-GridColumn--default--12","content_chip":"aem-GridColumn aem-GridColumn--default--12"},"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","id":"container-4bbfef5737",":type":"snowflake-site/components/container",":items":{"content_chip_copy":{"id":"content-chip-e9187d5914","cta":{"id":"cta","showOutboundIcon":false,"accessibilityLabel":"Laurie MacPherson","linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Leggi la bio"},"image":{"id":"image","height":"800","src":"https://www.snowflake.com/adobe/dynamicmedia/deliver/dm-aid--a7e9fdff-6f08-4edc-9cd1-e213bb234aaa/laurie-macpherson.jpg?quality=85&preferwebp=true","alt":"Laurie MacPherson","lazyEnabled":true,"isLcpImage":true,"width":"800",":type":"snowflake-site/components/image"},"headline":{"id":"title","type":"heading5","lines":["Laurie MacPherson","Technical Writer, Snowflake"],":type":"snowflake-site/components/title-v2"},":type":"snowflake-site/components/content-chip"},"content_chip":{"id":"content-chip-1be4253250","cta":{"id":"cta","showOutboundIcon":false,"accessibilityLabel":"Laurie MacPherson","buttonLink":{"valid":true,"url":"/it/blog/authors/david-gaule/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Leggi la bio"},"image":{"id":"image","height":"512","src":"https://www.snowflake.com/adobe/dynamicmedia/deliver/dm-aid--fd9454ea-3b59-4d19-95be-534774cbd226/david.jpg?quality=85&preferwebp=true","alt":"Laurie MacPherson","lazyEnabled":true,"isLcpImage":false,"width":"512",":type":"snowflake-site/components/image"},"headline":{"id":"title","type":"heading5","lines":["David Gaule","Technical Editor, Snowflake"],":type":"snowflake-site/components/title-v2"},":type":"snowflake-site/components/content-chip"}},":itemsOrder":["content_chip_copy","content_chip"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small"}},":itemsOrder":["text_1090200322","title_v2","text","container"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"},"flexible_column_content_container_2":{"additionalClasses":"hub-hero__video-column","layout":"SIMPLE","id":"container-535abaf448",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"youtube":{"id":"embed-15aebde7c3","youtubeVideoId":"HeZUJ1aBuz0","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":["youtube"]},":type":"snowflake-site/components/flexible-column-container","isBlogPage":false,"isActiveTOC":false},"flexible_column_cont_205440979":{"id":"flexible-column-container-96e31fc9ac","propertiesId":"hub-hero-related-topics","type":"1-column","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"extra-small","bottomPadding":"medium","spaceBetween":"small","reverseOnMobile":false,"carouselOnMobile":false,"propertiesCSSClasses":"page-section","backgroundImageOption":"none","flexible_column_content_container_1":{"additionalClasses":"related-topics-outer-container","layout":"SIMPLE","id":"container-6b70b9cb5a",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"text_894059747":{"id":"text-ccc8fd0bf4","additionalClasses":"seo-hub-hero__related-topic-label","text":"\u003Cp\u003EApprofondimenti sulla conformità alle normative:\u003C/p\u003E\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-size-regular text-color-text-05"},"text":{"id":"text-7f97019320","additionalClasses":"related-topics ","text":"\u003Cul\u003E\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/it/data-governance/\"\u003EGovernance dei dati\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/it/data-governance/regulatory-compliance/gdpr/\"\u003EGDPR\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/it/data-governance/regulatory-compliance/ccpa/\"\u003ECCPA\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/data-governance/regulatory-compliance/data-security-compliance/\"\u003EConformità alla sicurezza dei dati\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/data-governance/regulatory-compliance/governance-risk-compliance/\"\u003EGRC\u003C/a\u003E\u003C/li\u003E\u003C/ul\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-size-small"}},":itemsOrder":["text_894059747","text"]},":type":"snowflake-site/components/flexible-column-container","isBlogPage":false,"isActiveTOC":false},"flexible_column_cont_549182334":{"id":"flexible-column-container-6ad8c26255","propertiesId":"hub-body","type":"2-column-60-40","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"medium","bottomPadding":"large","spaceBetween":"small","reverseOnMobile":false,"carouselOnMobile":false,"propertiesCSSClasses":"page-section","backgroundImageOption":"none","flexible_column_content_container_1":{"additionalClasses":"longform-content","layout":"SIMPLE","id":"hub-body-content",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"callout__0":{"id":"text-93c4041794","additionalClasses":"callout callout--general","text":"\u003Cp\u003E\u003Cstrong\u003ECONFORMITÀ ALLE NORMATIVE: LA DEFINIZIONE\u003C/strong\u003E\u003C/p\u003E\n\u003Cp\u003ELa conformità alle normative consiste nel rispettare i requisiti legali, di settore, contrattuali o normativi esterni che regolano il modo in cui un’organizzazione opera, incluse le modalità di raccolta, protezione, utilizzo, conservazione ed eliminazione dei dati.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-size-regular text-color-text-05"},"text__0":{"id":"text-f66e60d883","text":"\u003Cp\u003ELa maggior parte delle organizzazioni scopre il gap tra le proprie prassi di \u003Ca href=\"https://www.snowflake.com/it/data-governance/\"\u003Egovernance dei dati\u003C/a\u003E e le esigenze di conformità nel momento peggiore: arriva una richiesta di audit e il team si rende conto che le policy definite non corrispondono in modo chiaro alle prove che è in grado di produrre. La corsa che ne consegue, ricostruire la cronologia degli accessi, individuare i responsabili dei dati e documentare controlli mai definiti formalmente, si può evitare.\u003C/p\u003E\n\u003Cp\u003ELa governance fornisce il modello operativo e il piano di controllo necessari per generare e conservare le \u003Ca href=\"https://www.snowflake.com/en/data-governance/policy/audit/\"\u003Etracce di audit\u003C/a\u003E richieste dalla conformità alle normative. Un programma di governance ben gestito rende più sostenibile la conformità a diversi framework normativi. Consente di tradurre i requisiti normativi in controlli applicabili, supportare la conservazione continua delle prove e riutilizzare i controlli per adempiere a più obblighi.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"title_what-is-regulatory-compliance-in-the-data-context":{"id":"title-v2-8ab9a068ed","additionalClasses":"anchor-title anchor-title--what-is-regulatory-compliance-in-the-data-context","type":"heading2","lines":["Che cos’è la conformità alle normative nel contesto dei dati?"],":type":"snowflake-site/components/title-v2"},"text_what-is-regulatory-compliance-in-the-data-context_0_0":{"id":"text-f89497ccee","text":"\u003Cp\u003ENel contesto dei dati, per conformità alle normative si intende il rispetto degli obblighi legali, contrattuali e di settore esterni relativi alla raccolta, all’elaborazione, alla protezione, alla condivisione, alla conservazione e all’eliminazione dei dati. \u003Ca href=\"https://www.garanteprivacy.it/regolamentoue\" target=\"_blank\"\u003EGDPR (regolamento 2016/679)\u003C/a\u003E, \u003Ca href=\"https://www.garanteprivacy.it/codice\" target=\"_blank\"\u003ECodice Privacy\u003C/a\u003E, CCPA, HIPAA, PCI DSS, DORA, NIS2, \u003Ca href=\"https://www.gazzettaufficiale.it/eli/id/2024/10/01/24G00155/SG\" target=\"_blank\"\u003ED.Lgs. 138/2024\u003C/a\u003E, SOX e le nuove normative sull’AI stabiliscono aspettative legali, settoriali o operative diverse, ma in molti casi prevedono controlli analoghi: classificazione dei dati, controllo degli accessi, tracce di audit, conservazione, risposta alle violazioni e responsabilità dimostrabile.\u003C/p\u003E\r\n\u003Cp\u003EUn approccio governance-first consente di sviluppare una sola volta questi controlli, associarli a numerosi obblighi e rendere disponibili le prove prima che un auditor le richieda.\u003C/p\u003E\r\n\u003Ch3\u003EGovernance dei dati e conformità alle normative\u003C/h3\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"text_what-is-regulatory-compliance-in-the-data-context_0_1":{"id":"text-2b35e8778a","text":"\u003Ctable\u003E\u003Cthead\u003E\u003Ctr\u003E\u003Cth\u003E\u003C/th\u003E\u003Cth\u003EGovernance dei dati\u003C/th\u003E\u003Cth\u003EConformità alle normative\u003C/th\u003E\u003C/tr\u003E\u003C/thead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cstrong\u003EAmbito di applicazione\u003C/strong\u003E\u003C/td\u003E\u003Ctd\u003ECopre la titolarità, la qualità, l’accesso, la classificazione, il ciclo di vita, il data lineage e il controllo dei dati all’interno dell’organizzazione\u003C/td\u003E\u003Ctd\u003ECopre i dati e i processi soggetti a leggi, normative, contratti o obblighi di settore specifici\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cstrong\u003EDriver principale\u003C/strong\u003E\u003C/td\u003E\u003Ctd\u003EStrategia di business, propensione al rischio, modello operativo ed esigenze di gestione dei dati\u003C/td\u003E\u003Ctd\u003ERequisiti esterni imposti da autorità di regolamentazione, auditor, organismi di settore o impegni legali\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cstrong\u003EResponsabilità\u003C/strong\u003E\u003C/td\u003E\u003Ctd\u003EDi norma guidata da responsabili dei dati, comitati di governance, data steward e responsabili della piattaforma\u003C/td\u003E\u003Ctd\u003EDi norma guidata dalle funzioni compliance, legale, rischio e audit\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cstrong\u003EOrizzonte temporale\u003C/strong\u003E\u003C/td\u003E\u003Ctd\u003EContinuativo e iterativo, con l’evoluzione dei dati, dei sistemi e dei casi d’uso aziendali\u003C/td\u003E\u003Ctd\u003ESpesso legato alle date di entrata in vigore, ai cicli di audit, agli obblighi di reporting e alle nuove scadenze normative\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cstrong\u003ERisultato principale\u003C/strong\u003E\u003C/td\u003E\u003Ctd\u003EMigliore qualità, affidabilità, usabilità, coerenza e controllo dei dati\u003C/td\u003E\u003Ctd\u003EConformità dimostrabile agli obblighi previsti e minore esposizione alle sanzioni\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cstrong\u003EPostura tipica\u003C/strong\u003E\u003C/td\u003E\u003Ctd\u003EProattiva, perché controlli e standard vengono definiti prima che emergano problemi\u003C/td\u003E\u003Ctd\u003ESpesso reattiva, perché i requisiti provengono dall’esterno dell’organizzazione\u003C/td\u003E\u003C/tr\u003E\u003C/tbody\u003E\u003C/table\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"quote_what-is-regulatory-compliance-in-the-data-context_0":{"id":"quote-item-60213248ab","alignment":"left","layout":"simple","quoteSourceName":"Jennifer Belissent","quoteSourceTitle":"Principal Data Strategist at Snowflake","showQuoteIcon":true,"quote":"Governance controls are only effective when they span the entire value chain — protecting data not just at rest but in use.","showHangingPunctuation":false,":type":"snowflake-site/components/quote-item"},"title_how-data-governance-enables-regulatory-compliance":{"id":"title-v2-ff4b7315d2","additionalClasses":"anchor-title anchor-title--how-data-governance-enables-regulatory-compliance","type":"heading2","lines":["In che modo la governance dei dati abilita la conformità alle normative"],":type":"snowflake-site/components/title-v2"},"text_how-data-governance-enables-regulatory-compliance_0":{"id":"text-b9f042091d","text":"\u003Cp\u003EPer comprendere quanto governance e conformità siano strettamente connesse, è utile seguire la catena operativa come asse portante: \u003Cstrong\u003Epolicy → controllo → audit trail → evidenza.\u003C/strong\u003E\u003C/p\u003E\n\u003Cp\u003EUn requisito legale o normativo nasce generalmente dal linguaggio di una legge, di uno standard, di un contratto o di un framework di audit. Per il team dati, quel linguaggio deve tradursi in una serie di decisioni: quali colonne contengono dati personali, quali tabelle includono informazioni sanitarie protette, quali ruoli possono eseguire query sui valori in chiaro, quali righe devono essere visibili in base all’area geografica, per quanto tempo conservare un record e chi può approvare un’eccezione.\u003C/p\u003E\n\u003Cp\u003ELa governance fornisce il sistema di riferimento per queste decisioni. Ad esempio, quando un data steward classifica una colonna come sensibile, vi associa un tag per la privacy, definisce un proprietario e associa il data set a una regola di conservazione, i team della piattaforma possono tradurre questi standard in policy di masking, policy di accesso alle righe, controllo degli accessi basato sui ruoli e monitoraggio. Chi si occupa della compliance può quindi ricondurre il controllo operativo all’obbligo che supporta, indipendentemente dal fatto che riguardi la minimizzazione dei dati, l’accesso con privilegi minimi, la separazione dei compiti, la conservazione, la cancellazione o la risposta a una violazione.\u003C/p\u003E\n\u003Cp\u003ELa maturità per gli audit deriva dalla stessa catena. Anziché raccogliere le evidenze a posteriori, l’organizzazione può conservare il data lineage, la cronologia delle classificazioni, la cronologia degli accessi, le modifiche alle policy e le approvazioni nell’ambito delle normali operazioni sui dati. Questo non rende gli audit privi di difficoltà né elimina la necessità di un’interpretazione giuridica, ma rende la raccolta delle evidenze più rapida e affidabile, perché conserva gli audit trail, la cronologia delle policy e i registri delle approvazioni necessari prima che un auditor li richieda.\u003C/p\u003E\n\u003Cp\u003E\u003Cem\u003EScopri come DraftKings gestisce la conformità alle normative su larga scala:\u003C/em\u003E\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"yt_how-data-governance-enables-regulatory-compliance_0":{"id":"embed-69ab52ca5d","youtubeVideoId":"F01IEeM3I-Y","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"},"title_what-regulations-require-of-your-data":{"id":"title-v2-ab3fee20dc","additionalClasses":"anchor-title anchor-title--what-regulations-require-of-your-data","type":"heading2","lines":["Cosa richiedono le normative sui tuoi dati"],":type":"snowflake-site/components/title-v2"},"text_what-regulations-require-of-your-data_0_0":{"id":"text-4195fd3c7f","text":"\u003Cp\u003ELe normative differiscono per linguaggio, ambito e modello di applicazione, ma molte pongono le stesse domande di fondo sui dati:\u003C/p\u003E\n\u003Cul\u003E\n\u003Cli\u003EQuali dati possiedi?\u003C/li\u003E\n\u003Cli\u003EDove sono archiviati e utilizzati?\u003C/li\u003E\n\u003Cli\u003EChi può accedervi?\u003C/li\u003E\n\u003Cli\u003ECome vengono protetti i dati sensibili?\u003C/li\u003E\n\u003Cli\u003EPer quanto tempo vengono conservati?\u003C/li\u003E\n\u003Cli\u003EÈ possibile dimostrare che cosa è accaduto quando qualcosa cambia, si verifica un errore o qualcuno accede ai dati?\u003C/li\u003E\n\u003Cli\u003EÈ possibile rispondere quando una persona, un’autorità di regolamentazione, un auditor o un cliente chiede una prova?\u003C/li\u003E\n\u003C/ul\u003E\n\u003Cp\u003ERispondere adeguatamente a queste domande richiede un insieme comune di famiglie di controlli:\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"text_what-regulations-require-of-your-data_0_1":{"id":"text-0d076c49f3","text":"\u003Cul\u003E\n\u003Cli\u003E\u003Cstrong\u003EClassificazione e inventario dei dati:\u003C/strong\u003E Prima di applicare le policy corrette, le organizzazioni devono identificare dati personali, dati di pagamento, dati sanitari, dati per la rendicontazione finanziaria, dati critici per le operazioni e altre categorie sensibili. La classificazione aiuta anche a definire l’ambito degli obblighi normativi, perché una tabella che contiene identificativi dei clienti, cronologia delle transazioni o informazioni sanitarie protette può essere soggetta a requisiti diversi rispetto a una tabella contenente metriche operative aggregate.\u003C/li\u003E\n\u003Cli\u003E\u003Cstrong\u003EControllo degli accessi e applicazione delle policy:\u003C/strong\u003E Le normative si basano spesso sulla limitazione dell’accesso alle persone autorizzate e per lo scopo corretto. L’accesso con privilegi minimi, l’accesso basato sui ruoli, il masking, le restrizioni a livello di riga e i workflow di approvazione trasformano questo principio in controlli applicabili.\u003C/li\u003E\n\u003Cli\u003E\u003Cstrong\u003EAudit trail ed evidenze:\u003C/strong\u003E I programmi di compliance richiedono registri che mostrino chi ha effettuato l’accesso ai dati, quando lo ha fatto, che cosa è cambiato e quali controlli erano applicati. Gli audit trail supportano anche l’attestazione, l’analisi degli incidenti e la responsabilizzazione interna.\u003C/li\u003E\n\u003Cli\u003E\u003Cstrong\u003EConservazione e smaltimento:\u003C/strong\u003E Le normative sulla privacy, finanziarie, sanitarie e di settore spesso impongono alle organizzazioni di conservare determinati record per un periodo definito e di smaltire altri dati quando non sono più necessari. La governance consente di associare la logica di conservazione alle categorie di dati, ai proprietari e alle policy del ciclo di vita, invece di lasciare le decisioni sulla cancellazione a valutazioni ad hoc.\u003C/li\u003E\n\u003Cli\u003E\u003Cstrong\u003EWorkflow di risposta e gestione delle violazioni:\u003C/strong\u003E Quando si verifica un incidente, è necessario comprendere quali dati sono stati interessati, quali sistemi sono stati coinvolti, chi vi aveva accesso e quali notifiche potrebbero essere necessarie. La classificazione, il data lineage e la cronologia degli accessi aiutano i team di sicurezza, legali e compliance a passare da un record generico dell’incidente a un workflow di risposta specifico per i dati.\u003C/li\u003E\n\u003C/ul\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"text_what-regulations-require-of-your-data_0_2":{"id":"text-49ca53a15f","text":"\u003Cp\u003EQuesto livello comune di controllo consente a un singolo programma di governance di supportare più normative contemporaneamente. Le denominazioni possono cambiare da un obbligo all’altro, ma l’organizzazione deve comunque sapere quali dati possiede, come sono controllati e quali evidenze dimostrano che il controllo ha funzionato come previsto.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"title_data-privacy-regulations":{"id":"title-v2-bd113cc044","additionalClasses":"anchor-title anchor-title--data-privacy-regulations","type":"heading2","lines":["Normative sulla privacy dei dati"],":type":"snowflake-site/components/title-v2"},"text_data-privacy-regulations_0_0":{"id":"text-79ff4e527a","text":"\u003Cp\u003ELe normative sulla privacy dei dati si concentrano sui diritti delle persone rispetto ai propri dati, non soltanto sulla sicurezza dei sistemi. Ad esempio, quando un record cliente, un fascicolo del personale o un identificativo del dispositivo attraversa workflow di marketing, assistenza, AI o altro tipo, l’organizzazione deve sapere dove risiedono i dati, perché vengono trattati, chi può utilizzarli e per quanto tempo devono essere conservati.\u003C/p\u003E\r\n\u003Ch3\u003EGDPR\u003C/h3\u003E\r\n\u003Cp\u003EIl Regolamento Generale europeo sulla Protezione dei Dati (RGPD o GDPR) disciplina il trattamento dei dati personali nell’Unione europea e include principi quali liceità, correttezza, trasparenza, limitazione delle finalità, minimizzazione dei dati, esattezza, limitazione della conservazione, integrità, riservatezza e responsabilizzazione. I controlli di governance aiutano le organizzazioni a identificare i dati personali, documentare il contesto del trattamento, limitare gli accessi, applicare le policy di conservazione e preservare le evidenze a supporto della responsabilizzazione.\u003C/p\u003E\r\n\u003Cp\u003E\u003Ca href=\"https://www.snowflake.com/it/data-governance/regulatory-compliance/gdpr/\"\u003EScopri di più sul GDPR →\u003C/a\u003E\u003C/p\u003E\r\n\u003Ch3\u003ECCPA e CPRA\u003C/h3\u003E\r\n\u003Cp\u003EIl California Consumer Privacy Act (CCPA) riconosce ai consumatori della California diritti relativi alle informazioni personali, tra cui il diritto di sapere, cancellare e rifiutare determinati utilizzi o vendite delle proprie informazioni personali. Il 1° gennaio 2023 il CCPA è stato modificato dal California Privacy Rights Act (CPRA) con l’introduzione di ulteriori obblighi relativi alle informazioni personali sensibili e istituendo la California Privacy Protection Agency. I programmi di governance supportano i requisiti del CCPA e del CPRA classificando le informazioni personali sensibili, applicando restrizioni agli accessi e allineando l’utilizzo dei dati alle finalità dichiarate.\u003C/p\u003E\r\n\u003Cp\u003E\u003Ca href=\"https://www.snowflake.com/it/data-governance/regulatory-compliance/ccpa/\"\u003ELeggi di più sul CCPA e sul CPRA →\u003C/a\u003E\u003C/p\u003E\r\n\u003Ch3\u003ELGPD del Brasile\u003C/h3\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"text_data-privacy-regulations_0_1":{"id":"text-5c6416041a","text":"\u003Cp\u003ELa Lei Geral de Proteção de Dados brasiliana disciplina il trattamento dei dati personali e condivide numerosi concetti con il GDPR, tra cui le basi giuridiche del trattamento, i diritti degli interessati e i requisiti in materia di sicurezza e responsabilità. La classificazione, il monitoraggio dei consensi, il controllo degli accessi e le policy di conservazione aiutano le organizzazioni a rendere operativi questi obblighi nei sistemi di dati.\u003C/p\u003E\n\u003Ch3\u003EPDPA di Singapore e della Thailandia\u003C/h3\u003E\n\u003Cp\u003ELe leggi sulla protezione dei dati personali di Singapore e Thailandia impongono alle organizzazioni di gestire responsabilmente i dati personali, includendo spesso informativa, consenso, limitazione delle finalità, protezione, conservazione e diritti di accesso. Un programma di governance aiuta a collegare questi requisiti agli inventari dei dati, al controllo degli accessi basato sui ruoli, al masking e ai controlli del ciclo di vita.\u003C/p\u003E\n\u003Ch3\u003EPOPIA del Sudafrica\u003C/h3\u003E\n\u003Cp\u003EIl Protection of Personal Information Act del Sudafrica disciplina il trattamento delle informazioni personali e stabilisce condizioni relative a responsabilità, limitazione del trattamento, specificazione delle finalità, misure di sicurezza e partecipazione degli interessati. La governance supporta il POPIA documentando il contesto del trattamento, assegnando la titolarità, applicando i controlli di protezione dei dati e conservando le evidenze di audit.\u003C/p\u003E\n\u003Ch3\u003EPIPL della Cina\u003C/h3\u003E\n\u003Cp\u003ELa legge cinese sulla protezione dei dati personali disciplina il trattamento delle informazioni personali e stabilisce requisiti relativi a consenso, trasparenza, limitazione delle finalità, diritti degli interessati, informazioni personali sensibili e trasferimenti transfrontalieri. I controlli di governance aiutano le organizzazioni a classificare le informazioni personali, monitorare le finalità del trattamento, applicare le policy di accesso e documentare le decisioni relative a trasferimenti o condivisione.\u003C/p\u003E\n\u003Ch3\u003EDPDP dell’India\u003C/h3\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"text_data-privacy-regulations_0_2":{"id":"text-902f79b195","text":"\u003Cp\u003EIl Digital Personal Data Protection Act indiano del 2023 ha istituito un framework per il trattamento dei dati personali digitali, riconoscendo sia il diritto delle persone a proteggere i propri dati personali, sia la necessità di trattarli per finalità lecite. Per le organizzazioni, l’implicazione della governance è chiara: i dati personali digitali devono essere identificati, protetti, utilizzati per finalità definite, conservati in modo appropriato e collegati a workflow che supportino i diritti individuali e la responsabilità dell’organizzazione.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"title_financial-services-and-operational-resilience-regulations":{"id":"title-v2-098598e332","additionalClasses":"anchor-title anchor-title--financial-services-and-operational-resilience-regulations","type":"heading2","lines":["Normative sui servizi finanziari e sulla resilienza operativa"],":type":"snowflake-site/components/title-v2"},"text_financial-services-and-operational-resilience-regulations_0_0":{"id":"text-3927ea1083","text":"\u003Cp\u003ELe normative sui servizi finanziari si concentrano in genere sull’integrità del reporting, sulla resilienza delle operazioni critiche e sulla capacità di dimostrare che i controlli funzionano in ambienti complessi di dati e tecnologici. Un modello di rischio, un calcolo del capitale, un report sulle operazioni o una dashboard sulla resilienza operativa possono acquisire dati da numerosi sistemi. Per questo, la conformità dipende dal lineage, dalla mappatura dei controlli, dalla cronologia degli accessi, dalla qualità dei dati e dalla titolarità documentata.\u003C/p\u003E\n\u003Cp\u003EQuanto più il patrimonio di dati finanziari è distribuito, tanto più è importante mantenere un livello coerente di governance per il reporting, l’analytics, la gestione del rischio, la supervisione dei fornitori terzi e la resilienza operativa.\u003C/p\u003E\n\u003Ch3\u003EDORA\u003C/h3\u003E\n\u003Cp\u003EIl \u003Ca href=\"https://eur-lex.europa.eu/eli/reg/2022/2554/oj?locale=it\" target=\"_blank\"\u003ERegolamento sulla resilienza operativa digitale (DORA)\u003C/a\u003E dell’Unione europea si applica alle entità finanziarie e all’ambiente di rischio relativo ai fornitori terzi ICT che le supportano. Si concentra sulla capacità di resistere alle interruzioni dei sistemi informativi e di comunicazione, di rispondervi e di ripristinare le operazioni. DORA è entrato in applicazione il 17 gennaio 2025. La governance supporta DORA aiutando le organizzazioni finanziarie a comprendere quali dati, sistemi e dipendenze da fornitori terzi sostengono le operazioni critiche, come vengono controllati gli accessi e quali evidenze sono disponibili per la risposta agli incidenti, i test e la supervisione.\u003C/p\u003E\n\u003Ch3\u003ESOX\u003C/h3\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"text_financial-services-and-operational-resilience-regulations_0_1":{"id":"text-047e6348e3","text":"\u003Cp\u003EIl Sarbanes-Oxley Act si concentra sull’integrità del reporting finanziario e sui controlli interni. Pur essendo una normativa americana, può essere direttamente applicabile alle aziende italiane in casi specifici: azienda quotata in una borsa valori USA, controllata di azienda quotata negli Stati Uniti. L’equivalente italiano è la \u003Ca href=\"https://def.finanze.it/DocTribFrontend/getAttoNormativoDetail.do?ACTION=getSommario&id=%7B6CD322F0-7580-44FF-9AE4-F5F5104D44E1%7D\" target=\"_blank\"\u003ELegge 28 dicembre 2005, n. 262\u003C/a\u003E. Per i team che gestiscono i dati, i controlli rilevanti ai fini del SOX riguardano spesso i sistemi, i flussi di dati e i diritti di accesso che supportano il reporting finanziario, i processi di chiusura contabile e le evidenze di audit. La governance aiuta a identificare le fonti dati autorevoli, documentare il lineage, applicare la separazione dei compiti e conservare la cronologia delle modifiche ai dati chiave per il reporting.\u003C/p\u003E\r\n\u003Ch3\u003EBasilea III\u003C/h3\u003E\r\n\u003Cp\u003EBasilea III stabilisce standard bancari internazionali per l’adeguatezza patrimoniale, gli stress test e il rischio di liquidità. Sebbene non sia una normativa esclusivamente sui dati, la sua applicazione dipende da dati affidabili relativi a rischi, esposizioni, liquidità e capitale. La governance aiuta le banche a definire fonti autorevoli, mantenere la qualità dei dati, documentare le trasformazioni e supportare processi di reporting ripetibili.\u003C/p\u003E\r\n\u003Ch3\u003EBCBS 239\u003C/h3\u003E\r\n\u003Cp\u003EIl BCBS 239 è un insieme di principi emanato da Comitato di Basilea per l’aggregazione dei dati di rischio e il reporting dei rischi. Lo standard è particolarmente rilevante per la governance perché dipende da accuratezza, completezza, tempestività, adattabilità e tracciabilità dei dati nei processi di reporting dei rischi. I controlli di governance, come il lineage, la titolarità, il monitoraggio della qualità dei dati e gli audit trail, aiutano a soddisfare queste aspettative.\u003C/p\u003E\r\n\u003Ch3\u003EAPRA CPS 234\u003C/h3\u003E\r\n\u003Cp\u003EAPRA CPS 234 è uno standard di sicurezza delle informazioni emanato dall’Australian Prudential Regulation Authority (APRA), che richiede identificazione degli asset informativi, efficacia dei controlli, notifica degli incidenti e gestione dei fornitori terzi. La governance dei dati supporta CPS 234 aiutando le organizzazioni a identificare gli asset di dati sensibili e critici, assegnare la titolarità, applicare le policy di accesso e conservare le evidenze del funzionamento dei controlli.\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"callout_financial-services-and-operational-resilience-regulations_0":{"id":"text-ff3fd042b6","additionalClasses":"callout callout--warning","text":"\u003Cp\u003E\u003Cstrong\u003EL’ERRORE COMUNE\u003C/strong\u003E\u003C/p\u003E\n\u003Cp\u003EMolte organizzazioni considerano la conformità alle normative un’attività documentale invece di una disciplina operativa. Le policy possono esistere sulla carta, ma senza controlli mappati, titolarità, cronologia degli accessi ed evidenze conservate, ci si trova impreparati quando gli auditor chiedono le prove.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-size-regular text-color-text-05"},"title_healthcare-and-payment-data-regulations":{"id":"title-v2-ee3bc5bd5c","additionalClasses":"anchor-title anchor-title--healthcare-and-payment-data-regulations","type":"heading2","lines":["Normative sui dati sanitari e sui pagamenti"],":type":"snowflake-site/components/title-v2"},"text_healthcare-and-payment-data-regulations_0":{"id":"text-02a73a5bd1","text":"\u003Cp\u003EAlcuni obblighi di conformità sono definiti dal tipo di dati sensibili gestiti da un’organizzazione, anziché da un ampio regime in materia di privacy o da un framework di reporting finanziario. L’HIPAA si applica negli Stati Uniti alle informazioni sanitarie protette. L’equivalente italiano è il \u003Ca href=\"https://eur-lex.europa.eu/eli/reg/2016/679/oj/ita\" target=\"_blank\"\u003EGDPR, in particolare l’articolo 9\u003C/a\u003E sui dati relativi alla salute. Il PCI DSS si applica a livello globale agli ambienti che gestiscono i dati dei titolari di carte. La conformità dipende dalla conoscenza della posizione dei dati regolamentati, dei ruoli che possono accedervi, delle modalità di protezione dei valori sensibili e della possibilità di riesaminare in seguito le attività di accesso.\u003C/p\u003E\r\n\u003Ch3\u003EHIPAA\u003C/h3\u003E\r\n\u003Cp\u003EHIPAA disciplina le informazioni sanitarie protette nell’ecosistema sanitario statunitense. La governance per l’HIPAA identifica le informazioni sanitarie protette, limitando l’accesso in base al ruolo e alla finalità, documentando i flussi di dati, applicando protezioni adeguate e conservando i record di audit che mostrano come sono stati effettuati l’accesso e l’utilizzo dei dati sanitari sensibili.\u003C/p\u003E\r\n\u003Ch3\u003EPCI DSS\u003C/h3\u003E\r\n\u003Cp\u003ELo standard PCI DSS (Payment Card Industry Data Security Standard) è l'insieme di requisiti tecnici e operativi obbligatori per tutte le organizzazioni che gestiscono, elaborano, memorizzano o trasmettono dati relativi alle carte di pagamento. La versione 4.0.1 del PCI DSS pubblicata a giugno 2024 è oggi pienamente in vigore. La governance consente ai team che gestiscono i pagamenti di definire l’ambito degli ambienti contenenti dati dei titolari di carta, classificare i dati di pagamento, limitare gli accessi, monitorare le attività e conservare le evidenze necessarie per la valutazione.\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"title_cybersecurity-and-data-quality-regulations":{"id":"title-v2-94600da25c","additionalClasses":"anchor-title anchor-title--cybersecurity-and-data-quality-regulations","type":"heading2","lines":["Normative sulla cybersecurity e sulla qualità dei dati"],":type":"snowflake-site/components/title-v2"},"text_cybersecurity-and-data-quality-regulations_0":{"id":"text-316df76a11","text":"\u003Cp\u003EAlcuni obblighi di conformità si concentrano meno su un singolo tipo di dati regolamentati e più sulla capacità dell’organizzazione di considerare affidabili i sistemi, i controlli e i dati che supportano le attività regolamentate. La direttiva europea NIS2 stabilisce obblighi di gestione dei rischi di cybersecurity e di segnalazione degli incidenti per i settori interessati nell’Uione europea, mentre ISO 8000 fornisce uno standard per la qualità dei dati in grado di supportare processi di reporting, audit ed evidenze più solidi.\u003C/p\u003E\n\u003Ch3\u003ENIS2\u003C/h3\u003E\n\u003Cp\u003ELa direttiva NIS2 estende gli obblighi di cybersecurity a tutti i settori critici e importanti nell’UE. Gli Stati membri dell’UE dovevano recepire NIS2 nel diritto nazionale entro il 17 ottobre 2024, con misure applicabili dal 18 ottobre 2024. La governance dei dati supporta NIS2 identificando dati e sistemi collegati ai servizi essenziali, supportando i flussi di lavoro per la risposta agli incidenti e consentendo alle organizzazioni di documentare accessi, responsabilità e copertura dei controlli.\u003C/p\u003E\n\u003Ch3\u003EISO 8000\u003C/h3\u003E\n\u003Cp\u003ELa norma ISO 8000 è uno standard per la qualità dei dati incentrato sulla qualità e sullo scambio dei dati. Per i programmi dati orientati alla conformità, ISO 8000 è utile perché la solidità delle evidenze normative dipende dalla qualità dei dati che le supportano. Responsabilità, definizioni dei dati, regole di qualità, data lineage e gestione dei problemi contribuiscono a garantire che report, audit e attestazioni si basino su dati affidabili.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"title_ai-data-governance-regulations-and-frameworks":{"id":"title-v2-d3854e4343","additionalClasses":"anchor-title anchor-title--ai-data-governance-regulations-and-frameworks","type":"heading2","lines":["Normative e framework per la governance dei dati dell’AI"],":type":"snowflake-site/components/title-v2"},"text_ai-data-governance-regulations-and-frameworks_0_0":{"id":"text-e861c5d47f","text":"\u003Cp\u003ELe organizzazioni devono essere in grado di dimostrare l’accuratezza, i bias, la spiegabilità e la sicurezza dei propri sistemi di AI, compresi i dati utilizzati per addestrare, convalidare, testare o fondare il sistema, la loro provenienza, le modalità di preparazione e i controlli che ne hanno regolato l’utilizzo.\u003C/p\u003E\n\u003Cp\u003EPer i team dati, la conformità alle normative sull’AI trasforma i dati di training, i dati di convalida, i prompt, le fonti di retrieval e gli output dei modelli in risorse governate. L’insieme dei controlli è lo stesso, ma l’obiettivo della conformità è il sistema AI, il cui comportamento dipende dalle scelte effettuate sui dati a monte.\u003C/p\u003E\n\u003Ch3\u003ERegolamento europeo sull’intelligenza artificiale (AI Act)\u003C/h3\u003E\n\u003Cp\u003EL’\u003Ca href=\"https://eur-lex.europa.eu/eli/reg/2024/1689/oj?locale=it\" target=\"_blank\"\u003EAI Act dell’UE\u003C/a\u003E rende esplicito il legame tra compliance dell’AI e governance dei dati per i sistemi AI ad alto rischio. L’articolo 10 richiede che i sistemi di AI ad alto rischio che utilizzano dati di training siano sviluppati sulla base di set di dati di training, convalida e test conformi a criteri di qualità, con pratiche di governance e gestione dei dati che comprendano aspetti come la raccolta e la preparazione dei dati, l’analisi dei bias, le lacune nei dati e la pertinenza e rappresentatività dei dati rispetto al contesto previsto per il sistema.\u003C/p\u003E\n\u003Ch3\u003EAI RMF del NIST\u003C/h3\u003E\n\u003Cp\u003EL’\u003Ca href=\"https://www.nist.gov/itl/ai-risk-management-framework\" target=\"_blank\"\u003EAI Risk Management Framework del National Institute of Standards and Technology (NIST)\u003C/a\u003E statunitense non è una normativa, ma fornisce alle organizzazioni una struttura utile per gestire i rischi dell’AI. Le sue funzioni principali, governare, mappare, misurare e gestire, collegano policy, contesto del sistema, misurazione e risposta continua ai rischi.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"text_ai-data-governance-regulations-and-frameworks_0_1":{"id":"text-90e22dc658","text":"\u003Cp\u003EIn pratica, queste funzioni dipendono da dati governati. È necessario mappare l’uso previsto di un sistema AI, misurare prestazioni e bias rispetto a dati pertinenti, gestire i rischi quando cambiano i dati e il comportamento del modello e conservare evidenze che i soggetti responsabili degli aspetti legali, del rischio, della conformità e dell’audit possano esaminare. Un inventario dei modelli, da solo, non è sufficiente se l’organizzazione non riesce a tracciare le origini dei dati, le trasformazioni, le policy di accesso e i dati di valutazione che hanno plasmato il sistema.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"title_governance-risk-and-compliance":{"id":"title-v2-f71c3f1bb2","additionalClasses":"anchor-title anchor-title--governance-risk-and-compliance","type":"heading2","lines":["Governance, rischio e conformità"],":type":"snowflake-site/components/title-v2"},"text_governance-risk-and-compliance_0":{"id":"text-d6fac9c6b3","text":"\u003Cp\u003EGovernance, rischio e conformità (GRC) collega tre discipline correlate: il modo in cui un’organizzazione definisce e applica gli standard operativi, il modo in cui identifica e gestisce i rischi e il modo in cui dimostra il rispetto degli obblighi esterni. In un contesto dati, GRC dipende dagli stessi dettagli operativi che i team dati gestiscono ogni giorno: responsabili, classificazioni, policy di accesso, percorsi di data lineage, approvazioni, eccezioni e audit trail.\u003C/p\u003E\n\u003Cp\u003EUn programma GRC può definire la tassonomia dei rischi, il framework dei controlli e la cadenza del reporting, ma è la governance dei dati a fornire le evidenze. Se un controllo richiede un accesso limitato ai dati regolamentati, l’organizzazione deve sapere quali dati sono regolamentati, quali ruoli possono accedervi, quali policy si applicano e se rimangono eccezioni aperte. Se un controllo richiede la conservazione dei dati per il reporting finanziario, l’organizzazione deve disporre di regole del ciclo di vita, responsabilità chiare dei proprietari e prove che i record siano stati conservati o eliminati secondo la policy.\u003C/p\u003E\n\u003Cp\u003E\u003Ca href=\"https://www.snowflake.com/en/data-governance/regulatory-compliance/governance-risk-compliance/\"\u003EScopri di più sulla governance, il rischio e la conformità →\u003C/a\u003E\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"title_how-one-governance-program-satisfies-many-regulations":{"id":"title-v2-fa9d662fed","additionalClasses":"anchor-title anchor-title--how-one-governance-program-satisfies-many-regulations","type":"heading2","lines":["In che modo un unico programma di governance soddisfa numerose normative"],":type":"snowflake-site/components/title-v2"},"text_how-one-governance-program-satisfies-many-regulations_0":{"id":"text-72c18f2066","text":"\u003Cp\u003EUn programma di governance ben gestito diventa più prezioso con l’ampliarsi degli obblighi normativi, perché lo stesso controllo può supportare numerosi requisiti. Ad esempio, il \u003Ca href=\"https://www.snowflake.com/en/data-governance/data-lineage/\"\u003Edata lineage\u003C/a\u003E può supportare l’auditabilità del reporting finanziario, la spiegabilità dei modelli di rischio, l’analisi d’impatto per la risposta agli incidenti e la documentazione dei sistemi di AI. Il controllo degli accessi può supportare la riservatezza, la segregazione dei compiti, l’accesso con il minimo privilegio e la minimizzazione dei dati.\u003C/p\u003E\n\u003Cp\u003ESi consideri un’organizzazione sanitaria italiana che deve allinearsi al GDPR per le categorie particolari di dati (art. 9), al Codice Privacy (D.Lgs. 196/2003), ai provvedimenti del Garante Privacy in materia di dati sanitari, alle normative regionali applicabili e agli obblighi contrattuali con i partner del Servizio Sanitario Nazionale. Senza un programma di governance condiviso, ogni obbligo potrebbe richiedere un inventario separato, una revisione separata degli accessi e una richiesta separata di evidenze. Con un ambiente di controllo comune, tuttavia, l’organizzazione può classificare una sola volta le informazioni sanitarie protette e gli altri dati personali, associare responsabili e policy a tali classificazioni, applicare il masking o l’accesso a livello di riga dove appropriato, documentare i flussi di dati e riutilizzare le stesse evidenze in più revisioni.\u003C/p\u003E\n\u003Cp\u003EQuesto non significa che un singolo controllo soddisfi automaticamente ogni requisito. L’interpretazione giuridica resta importante e normative diverse possono richiedere soglie, documentazione e cicli di revisione differenti. La conformità basata sulla governance fornisce però una base riutilizzabile: i controlli possono essere associati agli obblighi, le evidenze possono essere conservate continuamente e le nuove normative possono essere valutate rispetto ai controlli già esistenti.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"title_regulatory-compliance-on-snowflake":{"id":"title-v2-e4a00e39b1","additionalClasses":"anchor-title anchor-title--regulatory-compliance-on-snowflake","type":"heading2","lines":["Conformità alle normative con Snowflake"],":type":"snowflake-site/components/title-v2"},"text_regulatory-compliance-on-snowflake_0":{"id":"text-89d2b1b00c","text":"\u003Cp\u003ESnowflake consente alle organizzazioni di collegare i controlli di governance ai flussi di lavoro per la conformità, avvicinando metadati, applicazione delle policy e auditabilità ai dati stessi. Con \u003Ca href=\"https://www.snowflake.com/en/product/features/horizon/\"\u003ESnowflake Horizon Catalog\u003C/a\u003E, i team possono scoprire, classificare, governare e proteggere i dati in tutto Snowflake, inclusi controlli per l’accesso, il mascheramento, restrizioni a livello di riga, derivazione e classificazione dei dati sensibili.\u003C/p\u003E\n\u003Cp\u003ELa \u003Ca href=\"https://docs.snowflake.com/en/user-guide/access-history\"\u003Ecronologia degli accessi Snowflake \u003C/a\u003E aggiunge un ulteriore anello alla catena operativa registrando quando le query leggono i dati e quando le istruzioni SQL eseguono operazioni di scrittura, come inserimenti, aggiornamenti, eliminazioni e copie. Per i team che si occupano di conformità, questa cronologia degli accessi collega l’applicazione delle policy alle tracce di audit e alle evidenze.\u003C/p\u003E\n\u003Cp\u003EInoltre, \u003Ca href=\"https://trust.snowflake.com/\"\u003ESnowflake Compliance Center\u003C/a\u003E supporta il monitoraggio della postura mostrando informazioni di sintesi sulla postura di sicurezza di un account, inclusi i risultati delle scansioni, la maturità dell’autenticazione sicura e la sicurezza dei dati. Snowflake fornisce anche documentazione e certificazioni sulla conformità attraverso le proprie risorse dedicate, incluse certificazioni globali come SOC 1 Type II, SOC 2 Type II e le certificazioni ISO, oltre a ulteriori informazioni sulla conformità disponibili in base alla regione e al programma.\u003C/p\u003E\n\u003Cp\u003ENel complesso, queste funzionalità consentono alle organizzazioni di passare dalle intenzioni scritte all’operatività governata e dall’operatività governata a evidenze utili per audit, attestazioni e verifiche normative.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"title_governance-makes-compliance-reusable":{"id":"title-v2-dd506c2bf5","additionalClasses":"anchor-title anchor-title--governance-makes-compliance-reusable","type":"heading2","lines":["La governance rende riutilizzabile la conformità"],":type":"snowflake-site/components/title-v2"},"text_governance-makes-compliance-reusable_0":{"id":"text-076903674a","text":"\u003Cp\u003ELe normative definiscono obblighi diversi, ma spesso si basano sugli stessi fatti: quali dati esistono, dove vengono trasferiti, chi può accedervi, come sono protetti e se l’organizzazione può dimostrare che il controllo ha funzionato.\u003C/p\u003E\n\u003Cp\u003EUn programma di governance ben gestito acquisisce questi fatti nell’ambito delle normali operazioni sui dati. La classificazione, la proprietà dei dati, il data lineage, le policy di accesso, le regole di conservazione e le tracce di audit diventano controlli riutilizzabili, che possono essere associati alle leggi sulla privacy, ai requisiti di rendicontazione finanziaria, alle regole sulla resilienza operativa, agli standard sanitari e di pagamento e ai framework per la governance dell’AI.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"},"callout_governance-makes-compliance-reusable_0":{"id":"text-634c236a6b","additionalClasses":"callout callout--general","text":"\u003Cp\u003E\u003Cstrong\u003EIN SINTESI\u003C/strong\u003E\u003C/p\u003E\n\u003Cp\u003ELa governance dei dati rende più ripetibili i processi di conformità. Trasformando i requisiti normativi in controlli riutilizzabili, come classificazione, policy di accesso, data lineage, regole di conservazione e tracce di audit, le organizzazioni possono soddisfare più obblighi contemporaneamente e conservare le evidenze prima dell’inizio di un audit.\u003C/p\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-size-regular 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dati\u003C/li\u003E\u003Cli data-anchor=\"data-privacy-regulations\"\u003ENormative sulla privacy dei dati\u003C/li\u003E\u003Cli data-anchor=\"financial-services-and-operational-resilience-regulations\"\u003ENormative sui servizi finanziari e sulla resilienza operativa\u003C/li\u003E\u003Cli data-anchor=\"healthcare-and-payment-data-regulations\"\u003ENormative sui dati sanitari e sui pagamenti\u003C/li\u003E\u003Cli data-anchor=\"cybersecurity-and-data-quality-regulations\"\u003ENormative sulla cybersecurity e sulla qualità dei dati\u003C/li\u003E\u003Cli data-anchor=\"ai-data-governance-regulations-and-frameworks\"\u003ENormative e framework per la governance dei dati dell’AI\u003C/li\u003E\u003Cli data-anchor=\"governance-risk-and-compliance\"\u003EGovernance, rischio e conformità\u003C/li\u003E\u003Cli data-anchor=\"how-one-governance-program-satisfies-many-regulations\"\u003EIn che modo un unico programma di governance soddisfa numerose normative\u003C/li\u003E\u003Cli data-anchor=\"regulatory-compliance-on-snowflake\"\u003EConformità alle normative con Snowflake\u003C/li\u003E\u003Cli data-anchor=\"governance-makes-compliance-reusable\"\u003ELa governance rende riutilizzabile la conformità\u003C/li\u003E\u003C/ul\u003E","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-size-small 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frequenti"],":type":"snowflake-site/components/title-v2","appliedCssClassNames":"left-alignment"},"text_copy":{"id":"text-a2c59407c7","additionalClasses":"hub-faq__subheadline","text":"\u003Cp\u003ELe risposte degli esperti Snowflake alle domande più comuni sulla conformità dell’AI.\u003C/p\u003E\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"}},":itemsOrder":["title_v2_copy","text_copy"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"},"flexible_column_content_container_2":{"layout":"SIMPLE","id":"hub-faq-accordions",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"simple_snowflake_acc":{"id":"simple-snowflake-accordion-4166cb1e4a","additionalClasses":"seo-hub__faqs","showDivider":false,"accordionItemsList":[{"title":"Qual è la differenza tra governance dei dati e data stewardship?","richText":"\u003Cp\u003ELa governance dei dati è la disciplina costante per la gestione della proprietà, della qualità, dell’accesso, della classificazione, del ciclo di vita e del controllo dei dati. La conformità è l’obbligo di soddisfare specifici requisiti esterni. La governance è solitamente proattiva e operativa, mentre la conformità è spesso legata a leggi, audit, date di applicazione e obblighi di segnalazione.\u003C/p\u003E"},{"title":"In che modo la governance dei dati abilita la conformità alle normative","richText":"\u003Cp\u003ELa governance dei dati supporta la conformità alle normative traducendo i requisiti esterni in controlli operativi interni. Una normativa può richiedere la minimizzazione dei dati o l’accesso con il principio del privilegio minimo; la governance definisce quali dati sono sensibili, chi ne è responsabile, quali ruoli possono accedervi, quali policy si applicano e quali evidenze dimostrano l’efficacia del controllo.\u003C/p\u003E"},{"title":"Quali controlli dei dati sono comuni a più normative?","richText":"\u003Cp\u003EI controlli comuni sui dati includono la classificazione dei dati, il controllo degli accessi, il masking, le restrizioni a livello di riga, le tracce di audit, le policy di conservazione e smaltimento, il data lineage, i workflow di risposta agli incidenti e la gestione delle evidenze. Questi controlli ricorrono nei diversi requisiti relativi a privacy, servizi finanziari, sanità, pagamenti e cybersecurity.\u003C/p\u003E"},{"title":"La normativa sull’AI richiede la governance dei dati?","richText":"\u003Cp\u003ELe normative e i framework per l’AI spesso richiedono alle organizzazioni di comprendere i dati utilizzati per addestrare, testare, convalidare e monitorare i sistemi di AI, soprattutto quando tali sistemi incidono su decisioni regolamentate o casi d’uso ad alto rischio. La governance dei dati aiuta a documentare le origini dei dati, valutarne qualità e pertinenza, tracciare il data lineage, gestire gli accessi, identificare i dati sensibili e conservare le evidenze relative all’utilizzo dei dati. Il regolamento europeo sull’intelligenza artificiale (AI Act) rende questo requisito particolarmente esplicito per i sistemi di AI ad alto rischio.\u003C/p\u003E"}],":type":"snowflake-site/components/simple-snowflake-accordion"}},":itemsOrder":["simple_snowflake_acc"]},":type":"snowflake-site/components/flexible-column-container","isBlogPage":false,"isActiveTOC":false},"flexible_column_cont_623474982":{"id":"flexible-column-container-c8445aac60","propertiesId":"hub-explore-resources-header","type":"1-column","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"large","bottomPadding":"none","spaceBetween":"small","reverseOnMobile":false,"carouselOnMobile":false,"backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-18d56bc068",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"title_v2":{"id":"title-v2-3e799a854b","additionalClasses":"hub-explore-resources-header__headline","type":"heading2","lines":["Esplora le risorse sulla data 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complete"],":type":"snowflake-site/components/title-v2"},":type":"snowflake-site/components/content-chip","appliedCssClassNames":"snowflake-content-chip-white-bg"},"resource_chip_3":{"id":"content-chip-b186a9e7c8","tagText":"WEBINAR","tagColor":"#29B5E8","cta":{"id":"cta","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"https://www.snowflake.com/webinars/virtual-hands-on-labs/unify-your-governance-strategy-with-snowflake-horizon-2024-09-25/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_EXTERNAL","text":"Guarda ora"},"headline":{"id":"title-v2-caff2acae1","type":"heading5","lines":["Unify Your Governance Strategy with Snowflake Horizon 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i temi della data governance"],":type":"snowflake-site/components/title-v2","appliedCssClassNames":"left-alignment"},"text_copy_copy":{"id":"text-7ea0849471","additionalClasses":"hub-explore-topics-header__subheadline","text":"\u003Cp\u003EApprofondimenti su ogni aspetto della data governance\u003C/p\u003E\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-color-text-05"}},":itemsOrder":["title_v2_copy_copy","text_copy_copy"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-extra-small"},":type":"snowflake-site/components/flexible-column-container","isBlogPage":false,"isActiveTOC":false,"appliedCssClassNames":"snowflake-flexible-column-container-gray-10-bg"},"flexible_column_cont_1727946909":{"id":"flexible-column-container-db5b16d817","propertiesId":"hub-explore-topics-header","type":"3-column-even","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"small","bottomPadding":"large","spaceBetween":"small","reverseOnMobile":false,"carouselOnMobile":false,"backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-095bfa329a",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"card_v2":{"id":"card-v2-d8006d6c9a","configurationStatus":{"configured":true,"message":""},":type":"snowflake-site/components/card-v2","title":{"id":"title","type":"heading4","lines":["GDPR"],":type":"snowflake-site/components/title-v2"},"button":{"id":"button","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"https://www.snowflake.com/it/data-governance/regulatory-compliance/gdpr/"},"linkTargetContentType":"GENERIC",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_EXTERNAL","text":"Scopri 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