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------------------------ --&gt;\n","\u003Ch2\u003EOverview\u003C/h2\u003E\n","\u003Cp\u003EThis hands-on lab guides you through transforming raw data into actionable insights using Snowflake Cortex AI for sentiment analysis and classification. You will get hands-on experience with Cortex AI and Dynamic Tables to automate AI enrichment and construct a reliable semantic layer. Learn the architecture required to create a Marketing &amp; Sales Intelligence Agent that leverages both structured data and enriched unstructured feedback while maintaining enterprise security standards.\u003C/p\u003E\n","\u003Ch3\u003EWhat You'll Learn\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EHow to use Cortex AI functions for sentiment analysis and text classification\u003C/li\u003E\u003Cli\u003EHow to create Dynamic Tables for automated AI enrichment pipelines\u003C/li\u003E\u003Cli\u003EHow to build a Semantic View to map technical columns to business terms\u003C/li\u003E\u003Cli\u003EHow to create and configure an AI Agent with Analyst and Search tools\u003C/li\u003E\u003Cli\u003EHow to implement Role-Based Access Control (RBAC) with Dynamic Data Masking\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EWhat You'll Build\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EAn automated AI enrichment pipeline using Cortex AI and Dynamic Tables\u003C/li\u003E\u003Cli\u003EA Semantic View that provides business-friendly abstractions over your data\u003C/li\u003E\u003Cli\u003EA Marketing &amp; Sales Intelligence Agent powered by Cortex Analyst and Cortex Search\u003C/li\u003E\u003Cli\u003EEnterprise-grade security controls with masking policies\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EPrerequisites\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EA \u003Ca href=\"https://signup.snowflake.com/\"\u003ESnowflake account\u003C/a\u003E with a role that has the ability to create database, schema, tables, and virtual warehouse objects\u003C/li\u003E\u003Cli\u003EBasic familiarity with SQL\u003C/li\u003E\u003Cli\u003EAccess to Snowsight (Snowflake's web interface)\u003C/li\u003E\u003C/ul\u003E\n&lt;!-- ------------------------ --&gt;\n","\u003Ch2\u003EEnvironment and Data Loading\u003C/h2\u003E\n","\u003Cp\u003EImagine you are on a marketing team at a fictional retail company selling sports and outdoor gear. The company has plenty of data from campaign performance from paid ads to customer feedback.\u003C/p\u003E\n","\u003Cp\u003EThe problem the team faces:\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003ECampaign performance data is siloed from customer feedback\u003C/li\u003E\u003Cli\u003ECustomer feedback is unstructured and unanalyzed\u003C/li\u003E\u003Cli\u003EAnalysts can&rsquo;t self-serve insights from these data\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003EWhat you&rsquo;ll build to solve these issues:\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003ECortex AI turns raw transcripts into structured sentiment scores\u003C/li\u003E\u003Cli\u003EDynamic Tables automate so that data stays current as new feedback arrives\u003C/li\u003E\u003Cli\u003ESemantic View bridges campaign metrics and customer feedback into one model\u003C/li\u003E\u003Cli\u003ESnowflake CoWork that allows analysts to ask natural language questions\u003C/li\u003E\u003C/ol\u003E\n","\u003Ch3\u003ESetup Instructions\u003C/h3\u003E\n","\u003Cp\u003EEstablish the secure foundation using the provided \u003Ccode\u003Esetup.sql\u003C/code\u003E script. This script automates the creation of roles, warehouses, and the ingestion of marketing data from public S3 buckets.\u003C/p\u003E\n","\u003Cp\u003ERun \u003Ca href=\"https://github.com/Snowflake-Labs/sfquickstarts/blob/master/site/sfguides/src/from-zero-to-agents/assets/setup.sql\"\u003Esetup.sql\u003C/a\u003E in a Snowsight SQL Worksheet.\u003C/p\u003E\n","\u003Ch3\u003EWhat Gets Provisioned\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EInfrastructure:\u003C/strong\u003E Provisions the \u003Ccode\u003Edash_wh_si\u003C/code\u003E warehouse and \u003Ccode\u003Esnowflake_intelligence\u003C/code\u003E database\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EIngestion:\u003C/strong\u003E Loads \u003Cstrong\u003Estructured metrics\u003C/strong\u003E (campaign spend, product sales) and \u003Cstrong\u003Eunstructured transcripts\u003C/strong\u003E (\u003Ccode\u003Esupport_cases\u003C/code\u003E)\u003C/li\u003E\u003C/ul\u003E\n&lt;!-- ------------------------ --&gt;\n","\u003Ch2\u003EAI Enrichment with Cortex AI\u003C/h2\u003E\n","\u003Cp\u003E\u003Cstrong\u003EAI Enrichment with Cortex AI\u003C/strong\u003E refers to the process of using built-in generative AI functions directly within standard SQL queries to analyze, transform, and add value to your data.\u003C/p\u003E\n","\u003Cp\u003EIn Snowflake, this is powered by \u003Cstrong\u003ESnowflake Cortex AI\u003C/strong\u003E, which allows you to run high-performance Large Language Models (LLMs) without moving your data to an external service or managing complex infrastructure.\u003C/p\u003E\n","\u003Ch3\u003EHow It Works\u003C/h3\u003E\n","\u003Cp\u003ETraditionally, if you wanted to perform sentiment analysis or extract names from text, you had to export data to a Python environment or a third-party API. With Cortex AI Functions, the LLM is treated like any other SQL function (e.g., \u003Ccode\u003ESUM()\u003C/code\u003E or \u003Ccode\u003EAVG()\u003C/code\u003E).\u003C/p\u003E\n","\u003Ch3\u003ECore Cortex AI Functions\u003C/h3\u003E\n","\u003Cp\u003ESnowflake provides several task-specific functions that make enrichment simple:\u003C/p\u003E\n\u003Ctable\u003E\u003Cthead\u003E\u003Ctr\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003EFunction\u003C/th\u003E\u003Cth colspan=\"1\" rowspan=\"1\"\u003EDescription\u003C/th\u003E\u003C/tr\u003E\u003C/thead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003ESNOWFLAKE.CORTEX.AI_SENTIMENT(text)\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EReturns a score from -1 (very negative) to 1 (very positive)\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003ESNOWFLAKE.CORTEX.AI_SUMMARIZE(text)\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ECreates a concise summary of long documents or transcripts\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003ESNOWFLAKE.CORTEX.AI_EXTRACT_ANSWER(text, question)\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EFinds a specific answer within a block of unstructured text\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003ESNOWFLAKE.CORTEX.AI_CLASSIFY(text, categories)\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003EBuckets text into predefined labels (e.g., &quot;Refund,&quot; &quot;Complaint,&quot; &quot;Sales Inquiry&quot;)\u003C/td\u003E\u003C/tr\u003E\u003Ctr\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003E\u003Ccode\u003ESNOWFLAKE.CORTEX.AI_TRANSLATE(text, source, target)\u003C/code\u003E\u003C/td\u003E\u003Ctd colspan=\"1\" rowspan=\"1\"\u003ETranslates text between languages\u003C/td\u003E\u003C/tr\u003E\u003C/tbody\u003E\u003C/table\u003E\n","\u003Ch3\u003EWhy Use AI Enrichment?\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EScalability:\u003C/strong\u003E Process millions of rows of unstructured text using Snowflake's elastic compute (Warehouses)\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ESecurity:\u003C/strong\u003E Your data never leaves the Snowflake security perimeter, which is vital for GDPR/HIPAA compliance\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EAutomation:\u003C/strong\u003E By putting these functions inside \u003Cstrong\u003EDynamic Tables\u003C/strong\u003E, your AI enrichment happens automatically as new data arrives\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ELow Friction:\u003C/strong\u003E Analysts who know SQL can now perform advanced &quot;Data Science&quot; tasks without learning Python or PyTorch\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003EIntegration with AI Agents\u003C/h3\u003E\n","\u003Cp\u003EAI Enrichment is the &quot;Preprocessing&quot; step. By enriching your data first:\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003EThe \u003Cstrong\u003EAgent\u003C/strong\u003E doesn't have to read every raw transcript\u003C/li\u003E\u003Cli\u003EIt can simply query the \u003Ccode\u003Esentiment_score\u003C/code\u003E column to find unhappy customers\u003C/li\u003E\u003Cli\u003EThis makes the agent faster, cheaper, and more accurate\u003C/li\u003E\u003C/ol\u003E\n","\u003Ch3\u003EExtract Trends\u003C/h3\u003E\n","\u003Cp\u003ETransform &quot;dark data&quot; (raw transcripts) into analytical trends using Cortex AI Functions. Run sentiment analysis on customer feedback to create measurable features:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EUSE DATABASE DASH_DB_SI;\nUSE SCHEMA RETAIL;\nUPDATE support_cases SET product = 'Fitness Wear' WHERE product = 'ThermoJacket Pro';\nSELECT \n    title,\n    SNOWFLAKE.CORTEX.AI_SENTIMENT(transcript) AS sentiment_score,\n    SNOWFLAKE.CORTEX.AI_CLASSIFY(transcript, ['Return', 'Quality', 'Shipping']) AS issue_category\nFROM support_cases;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/extracttrends.png?v=ca0ce51e\" alt=\"Extract trends\"\u003E\u003C/p\u003E\n","\u003Ch3\u003EUpdating Marketing Data\u003C/h3\u003E\n","\u003Cp\u003EConfirm that the role is set to \u003Ccode\u003ESNOWFLAKE_INTELLIGENCE_ADMIN\u003C/code\u003E by clicking on your profile in the bottom left corner.\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003EDownload the \u003Ca href=\"https://github.com/Snowflake-Labs/sfquickstarts/blob/master/site/sfguides/src/from-zero-to-agents/assets/marketing_data.csv\"\u003Emarketing_data.csv\u003C/a\u003E\u003C/li\u003E\u003Cli\u003ENavigate to \u003Ccode\u003ECatalog\u003C/code\u003E &gt; \u003Ccode\u003EDatabase Explorer\u003C/code\u003E\u003C/li\u003E\u003Cli\u003EOpen \u003Ccode\u003EDASH_DB_SI.RETAIL.Tables.MARKETING_CAMPAIGN_METRICS\u003C/code\u003E. If you do not see the database, refresh the data.\u003C/li\u003E\u003Cli\u003EClick on \u003Ccode\u003ELoad Data\u003C/code\u003E in the top right hand corner\u003C/li\u003E\u003Cli\u003EUpload the marketing_data.csv and click \u003Ccode\u003Enext\u003C/code\u003E then \u003Ccode\u003Eload\u003C/code\u003E\u003C/li\u003E\u003Cli\u003EClick \u003Ccode\u003EView table detail\u003C/code\u003E to see the new data uploaded\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/updatingmarketing.png?v=ca0ce51e\" alt=\"Updating marketing data\"\u003E\u003C/p\u003E\n&lt;!-- ------------------------ --&gt;\n","\u003Ch2\u003ECreate Live Enrichment Pipeline\u003C/h2\u003E\n","\u003Cp\u003ETo create a &quot;Live&quot; enrichment pipeline, we combine \u003Cstrong\u003ECortex AI Functions\u003C/strong\u003E with \u003Cstrong\u003EDynamic Tables\u003C/strong\u003E. This allows Snowflake to automatically process new data as it arrives, keeping your sentiment scores and classifications up to date without manual intervention.\u003C/p\u003E\n","\u003Ch3\u003EThe Architecture of Live Enrichment\u003C/h3\u003E\n","\u003Cp\u003EInstead of running a one-time enrichment, you define a \u003Cstrong\u003EDynamic Table\u003C/strong\u003E. This table acts as a materialized view that continuously &quot;listens&quot; for changes in your raw data (e.g., new customer feedback) and runs the AI functions only on the new or changed rows.\u003C/p\u003E\n","\u003Ch3\u003ECreate the Enriched Dynamic Table\u003C/h3\u003E\n","\u003Cp\u003ECreate a Dynamic Table that automatically joins campaign metrics with AI-generated sentiment scores:\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EUSE ROLE SNOWFLAKE_INTELLIGENCE_ADMIN;\nUSE DATABASE DASH_DB_SI;\nUSE SCHEMA RETAIL;\nCREATE OR REPLACE DYNAMIC TABLE enriched_marketing_intelligence\nTARGET_LAG = '1 hours'\nWAREHOUSE = dash_wh_si\nAS\nSELECT m.campaign_name, m.clicks, s.product AS product_name,\n       SNOWFLAKE.CORTEX.SENTIMENT(s.transcript) AS avg_sentiment\nFROM marketing_campaign_metrics m\nJOIN support_cases s ON m.category = s.product;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003EConfirm the creation of the Dynamic Table by navigating to \u003Ccode\u003ECatalog\u003C/code\u003E &gt; \u003Ccode\u003EDatabase Explorer\u003C/code\u003E &gt; \u003Ccode\u003EDASH_DB_SI.RETAIL.DYNAMIC TABLES.ENRICHED_MARKETING_INTELLIGENCE\u003C/code\u003E. If you do not see your table, click on the refresh button and the table should appear.\u003C/p\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/dynamictable.png?v=ca0ce51e\" alt=\"Dynamic tbales\"\u003E\u003C/p\u003E\n&lt;!-- ------------------------ --&gt;\n","\u003Ch2\u003ESemantic Layer and Agent Creation\u003C/h2\u003E\n","\u003Cp\u003EProvide the agent with a &quot;map&quot; to understand your business logic through a \u003Cstrong\u003ESemantic View\u003C/strong\u003E.\u003C/p\u003E\n","\u003Ch3\u003ECreate a Cortex Analyst\u003C/h3\u003E\n","\u003Cp\u003EThis tool enables the agent to query structured data in Snowflake by generating SQL. It relies on semantic views, which are mappings between business concepts (e.g., &quot;product name,&quot; &quot;sales&quot;) and the underlying tables and columns in your Snowflake account. This abstraction helps the LLM understand how to query your data effectively, even if your tables have complex or arbitrary naming conventions.\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003ENavigate to \u003Cstrong\u003EAI &amp; ML &gt; Analyst\u003C/strong\u003E in Snowsight then click \u003Ccode\u003ECreate with Autopilot\u003C/code\u003E in the top right\u003C/li\u003E\u003Cli\u003EAt the top, confirm that the role is set to \u003Ccode\u003ESNOWFLAKE_INTELLIGENCE_ADMIN\u003C/code\u003E and warehouse is set to \u003Ccode\u003EDASH_WH_SI\u003C/code\u003E\u003C/li\u003E\u003Cli\u003EClick \u003Ccode\u003ESkip\u003C/code\u003E on the \u003Ccode\u003EProvide context\u003C/code\u003E page\u003C/li\u003E\u003Cli\u003EConfigure the following settings:\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EName:\u003C/strong\u003E \u003Ccode\u003ESEMANTIC_VIEW\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ELocation to store:\u003C/strong\u003E \u003Ccode\u003EDASH_DB_SI.Retail\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ESelect tables:\u003C/strong\u003E Select all tables \u003Ccode\u003EDASH_DB_SI.Retail\u003C/code\u003E (there should be 5 tables and 1 dynamic table)\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ESelect Columns:\u003C/strong\u003E Select all columns\u003C/li\u003E\u003C/ul\u003E\n\u003C/li\u003E\u003Cli\u003EClick \u003Ccode\u003ECreate\u003C/code\u003E\u003C/li\u003E\u003Cli\u003EScroll to the \u003Ccode\u003EMARKETING_CAMPAIGN_METRICS\u003C/code\u003E section and click \u003Ccode\u003EEdit\u003C/code\u003E\u003C/li\u003E\u003Cli\u003ESet \u003Ccode\u003E+ Primary Key\u003C/code\u003E to \u003Ccode\u003ECategory\u003C/code\u003E and click \u003Ccode\u003ESave\u003C/code\u003E\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/primarykey.png?v=ca0ce51e\" alt=\"Primary key\"\u003E\u003C/p\u003E\n\u003Col start=\"7\"\u003E\u003Cli\u003E\n","\u003Cp\u003EScroll down and click + on \u003Ccode\u003ERelationships\u003C/code\u003E\u003C/p\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003EConfigure the following settings:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EFrom Table:\u003C/strong\u003E \u003Ccode\u003EENRICHED_MARKETING_INTELLIGENCE\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ETo Table:\u003C/strong\u003E \u003Ccode\u003EMARKETING_CAMPAIGN_METRICS\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ERelationship Type:\u003C/strong\u003E \u003Ccode\u003EMany to One\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EFrom Column:\u003C/strong\u003E \u003Ccode\u003EPRODUCT_NAME\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ETo Column:\u003C/strong\u003E \u003Ccode\u003ECATEGORY\u003C/code\u003E\u003C/li\u003E\u003C/ul\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003EAdd the relationship, then save the Analyst in the top right corner\u003C/p\u003E\n\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/relationship.png?v=ca0ce51e\" alt=\"Relationship\"\u003E\u003C/p\u003E\n","\u003Ch3\u003ECreate a Cortex Search Service\u003C/h3\u003E\n","\u003Cp\u003EThis tool allows the agent to search and retrieve information from unstructured text data, such as customer support tickets, Slack conversations, or contracts. It leverages Cortex Search to index and query these text &quot;chunks,&quot; enabling the agent to perform Retrieval Augmented Generation (RAG).\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003ENavigate to \u003Cstrong\u003EAI &amp; ML &gt; Search\u003C/strong\u003E in Snowsight\u003C/li\u003E\u003Cli\u003EConfirm that role is set to \u003Ccode\u003ESNOWFLAKE_INTELLIGENCE_ADMIN\u003C/code\u003E\u003C/li\u003E\u003Cli\u003ESelect \u003Cstrong\u003ECreate\u003C/strong\u003E\u003C/li\u003E\u003Cli\u003EConfigure the following settings:\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EService database &amp; schema:\u003C/strong\u003E \u003Ccode\u003EDASH_DB_SI.Retail\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EService name:\u003C/strong\u003E \u003Ccode\u003Ecampaign_search\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ESelect data:\u003C/strong\u003E \u003Ccode\u003Emarketing_campaign_metrics\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ESelect search column:\u003C/strong\u003E \u003Ccode\u003Ecampaign name\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ESelect attribute:\u003C/strong\u003E \u003Ccode\u003ESelect all\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ESelect columns:\u003C/strong\u003E \u003Ccode\u003ESelect all\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EWarehouse for indexing:\u003C/strong\u003E \u003Ccode\u003EDASH_WH_SI\u003C/code\u003E\u003C/li\u003E\u003C/ul\u003E\n\u003C/li\u003E\u003Cli\u003EClick \u003Ccode\u003Ecreate\u003C/code\u003E and click the refresh icon in the top right corner. \u003Ccode\u003EServing\u003C/code\u003E will update from \u003Ccode\u003EINITALIZING\u003C/code\u003E to \u003Ccode\u003EACTIVE\u003C/code\u003E\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/servingactive.png?v=ca0ce51e\" alt=\"Active Cortex Search\"\u003E\u003C/p\u003E\n","\u003Ch2\u003ECreate the Agent\u003C/h2\u003E\n","\u003Cp\u003EAn agent is an intelligent entity within Snowflake CoWork that acts on behalf of the user. Agents are configured with specific tools and orchestration logic to answer questions and perform tasks on top of your data.\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003ENavigate to \u003Cstrong\u003EAI &amp; ML &gt; Agents\u003C/strong\u003E in Snowsight\u003C/li\u003E\u003Cli\u003EOn the top right, click on \u003Cstrong\u003ECreate agent\u003C/strong\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EDatabase and schema\u003C/strong\u003E: \u003Ccode\u003EDASH_DB_SI.Retail\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EAgent object name\u003C/strong\u003E: \u003Ccode\u003EMarketingAgent\u003C/code\u003E\u003C/li\u003E\u003C/ul\u003E\n\u003C/li\u003E\u003Cli\u003ECreate the agent\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/marketingagent.png?v=ca0ce51e\" alt=\"Creating agent\"\u003E\u003C/p\u003E\n","\u003Ch3\u003EAdd Instructions:\u003C/h3\u003E\n","\u003Cp\u003EConfigure to the following:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EDescription\u003C/strong\u003E: I am a specialized Marketing &amp; Sales Intelligence Assistant. My  primary role is to provide accurate, data-driven insights by analyzing structured marketing metrics (spend, clicks, conversions) and unstructured customer feedback (support transcripts). I bridge the gap between 'what happened' (the numbers) and 'why it happened' (customer sentiment). Always maintain a professional, analytical tone and provide clear citations for information retrieved from support transcripts.\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EExample question\u003C/strong\u003E: What are the top 5 campaigns by clicks?\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/Instructions.png?v=ca0ce51e\" alt=\"Instructions\"\u003E\u003C/p\u003E\n","\u003Ch3\u003EAdd Tools\u003C/h3\u003E\n","\u003Cp\u003ETools are the capabilities an agent can use to accomplish a task. Think of them as the agent's skillset and note that you can add one or more of each of the following tools.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003ECortex Analyst\u003C/strong\u003E\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003EClick on \u003Cstrong\u003E+ Add &gt; Add semantic view\u003C/strong\u003E\u003C/li\u003E\u003Cli\u003EConfigure the following settings:\u003C/li\u003E\u003C/ol\u003E\n\u003Cul\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003EService database &amp; schema:\u003C/strong\u003E \u003Ccode\u003EDASH_DB_SI.Retail\u003C/code\u003E\u003C/p\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003ESelect semantic view:\u003C/strong\u003E \u003Ccode\u003ESEMANTIC_VIEW\u003C/code\u003E\u003C/p\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003EName:\u003C/strong\u003E \u003Ccode\u003Esemantic_view\u003C/code\u003E\u003C/p\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003EDescription:\u003C/strong\u003E\u003C/p\u003E\n","\u003Cp\u003ERetail analytics semantic view in DASH_DB_SI.RETAIL connecting 6 tables:\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003EENRICHED_MARKETING_INTELLIGENCE: Campaign performance + sentiment (CAMPAIGN_NAME, PRODUCT_NAME, CLICKS, AVG_SENTIMENT)\u003C/li\u003E\u003Cli\u003EMARKETING_CAMPAIGN_METRICS: Campaign KPIs by category/date (CAMPAIGN_NAME, CATEGORY, CLICKS, IMPRESSIONS, DATE)\u003C/li\u003E\u003Cli\u003EPRODUCTS: Product catalog (PRODUCT_ID, PRODUCT_NAME, CATEGORY)\u003C/li\u003E\u003Cli\u003ESALES: Sales transactions by region (PRODUCT_ID, REGION, UNITS_SOLD, SALES_AMOUNT, DATE)\u003C/li\u003E\u003Cli\u003ESOCIAL_MEDIA: Influencer mentions by platform/category (CATEGORY, INFLUENCER, MENTIONS, PLATFORM, DATE)\u003C/li\u003E\u003Cli\u003ESUPPORT_CASES: Customer support interactions (ID, PRODUCT, TITLE, TRANSCRIPT, DATE)\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003EKey joins: ENRICHED_MARKETING_INTELLIGENCE.PRODUCT_NAME &rarr; MARKETING_CAMPAIGN_METRICS.CATEGORY; PRODUCTS.PRODUCT_ID &rarr; SALES.PRODUCT_ID. Enables end-to-end     analysis from marketing exposure &rarr; sales performance &rarr; post-sale support.\u003C/p\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003EWarehouse:\u003C/strong\u003E \u003Ccode\u003ECustom\u003C/code\u003E &gt; \u003Ccode\u003EDASH_WH_SI\u003C/code\u003E\u003C/p\u003E\n\u003C/li\u003E\u003Cli\u003E\n","\u003Cp\u003E\u003Cstrong\u003EQuery timeout:\u003C/strong\u003E 60\u003C/p\u003E\n\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003E\u003Cstrong\u003ECortex Search Services\u003C/strong\u003E\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003EClick on \u003Cstrong\u003E+Add\u003C/strong\u003E\u003C/li\u003E\u003Cli\u003EConfigure the following settings:\u003C/li\u003E\u003C/ol\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EService database &amp; schema:\u003C/strong\u003E \u003Ccode\u003EDASH_DB_SI.Retail\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ECortex Search Services:\u003C/strong\u003E \u003Ccode\u003EDASH_DB_SI.RETAIL.CAMPAIGN_SEARCH\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EMax Results:\u003C/strong\u003E \u003Ccode\u003E4\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EID Column:\u003C/strong\u003E \u003Ccode\u003ECAMPAIGN_NAME\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ETitle Column:\u003C/strong\u003E \u003Ccode\u003ECLICKS\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EName:\u003C/strong\u003E \u003Ccode\u003ESearch\u003C/code\u003E\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/cortexsearchtool.png?v=ca0ce51e\" alt=\"Cortex Search Tool\"\u003E\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003ECustom tools\u003C/strong\u003E\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003EClick on \u003Cstrong\u003E+Add\u003C/strong\u003E\u003C/li\u003E\u003Cli\u003EConfigure the following settings:\u003C/li\u003E\u003C/ol\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EResource type:\u003C/strong\u003E \u003Ccode\u003Eprocedure\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EService database &amp; schema:\u003C/strong\u003E \u003Ccode\u003EDASH_DB_SI.Retail\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ECustom tool identifier:\u003C/strong\u003E \u003Ccode\u003EDASH_DB_SI.RETAIL.SEND_EMAIL()\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EName:\u003C/strong\u003E \u003Ccode\u003ESend_Email\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EWarehouse:\u003C/strong\u003E \u003Ccode\u003ECustom\u003C/code\u003E &gt; \u003Ccode\u003EDASH_WH_SI\u003C/code\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EQuery timeout:\u003C/strong\u003E 60\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EParamter: body\u003C/strong\u003E\n\u003Cul\u003E\u003Cli\u003EDescription: Use HTML-Syntax for this. If the content you get is in markdown, translate it to HTML. If body is not provided, summarize the last question and use that as content for the email.\u003C/li\u003E\u003C/ul\u003E\n\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EParamter: recipient_email\u003C/strong\u003E\n\u003Cul\u003E\u003Cli\u003EDescription: If the email is not provided, send it to the current user's email address.\u003C/li\u003E\u003C/ul\u003E\n\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EParamter: subject\u003C/strong\u003E\n\u003Cul\u003E\u003Cli\u003EDescription: If the subject is not provided, use &quot;Snowflake CoWork&quot;.\u003C/li\u003E\u003C/ul\u003E\n\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003E\u003Cstrong\u003EOrchestration Instructions:\u003C/strong\u003E Whenever you can answer visually with a chart, always choose to generate a chart even if the user didn't specify to.\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003EAccess:\u003C/strong\u003E \u003Ccode\u003ESNOWFLAKE_INTELLIGENCE_ADMIN\u003C/code\u003E\u003C/p\u003E\n","\u003Cp\u003E\u003Cstrong\u003EClick \u003Ccode\u003ESave\u003C/code\u003E in the top right corner\u003C/strong\u003E\u003C/p\u003E\n&lt;!-- ------------------------ --&gt;\n","\u003Ch2\u003EValidation\u003C/h2\u003E\n","\u003Cp\u003EInteract with the agent and verify that it respects enterprise-grade governance.\u003C/p\u003E\n","\u003Ch3\u003EAccessing the Agent\u003C/h3\u003E\n","\u003Cp\u003EOnce your agent is created and enabled for \u003Cstrong\u003ESnowflake CoWork\u003C/strong\u003E, it appears in a dedicated workspace:\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003EIn Snowsight, go to \u003Cstrong\u003EAI &amp; ML &gt; Snowflake CoWork\u003C/strong\u003E\u003C/li\u003E\u003Cli\u003EYou will see a list of agents you have access to\u003C/li\u003E\u003Cli\u003ESelect your \u003Cstrong\u003EMarketingAgent\u003C/strong\u003E\u003C/li\u003E\u003C/ol\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/SI.png?v=ca0ce51e\" alt=\"Snowflake CoWork\"\u003E\u003C/p\u003E\n","\u003Ch3\u003EThe Conversational Interface\u003C/h3\u003E\n","\u003Cp\u003EThe UI is designed to handle natural language queries. It doesn't just return data; it provides a narrative response.\u003C/p\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ENatural Language Input:\u003C/strong\u003E Users type questions like, \u003Cem\u003E&quot;Which campaigns had a low budget but high customer sentiment last month?&quot;\u003C/em\u003E\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ESuggested Prompts:\u003C/strong\u003E Based on your Semantic View and Agent Description, the UI often provides &quot;starter&quot; questions to guide the user\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EMultimodal Answers:\u003C/strong\u003E The agent will combine text (summarizing feedback from Cortex Search) with tables or charts (visualizing metrics from Cortex Analyst)\u003C/li\u003E\u003C/ul\u003E\n","\u003Cp\u003ELet's ask the following questions\u003C/p\u003E\n","\u003Ch3\u003EQ1. What are the top 5 campaigns by clicks?\u003C/h3\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/topclicks.png?v=ca0ce51e\" alt=\"Top 5\"\u003E\u003C/p\u003E\n","\u003Ch3\u003EQ2. Show me all campaign performance metrics and it's relationship to the product\u003C/h3\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/metricsproduct.png?v=ca0ce51e\" alt=\"Metrics\"\u003E\u003C/p\u003E\n","\u003Ch3\u003EQ3. What is the relationship between campaign clicks and customer satisfaction by category?\u003C/h3\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/clicksatisficiation.png?v=ca0ce51e\" alt=\"Click Satisfaction\"\u003E\u003C/p\u003E\n","\u003Ch3\u003EQ4. What are the main customer complains in support cases?\u003C/h3\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/supportcase.png?v=ca0ce51e\" alt=\"Support cases\"\u003E\u003C/p\u003E\n","\u003Ch2\u003ESecurity (optional)\u003C/h2\u003E\n","\u003Ch3\u003ETrace Monitoring\u003C/h3\u003E\n","\u003Cp\u003EFor lab participants, the Trace is the most critical UI interaction. It allows you to debug the agent's logic:\u003C/p\u003E\n\u003Col\u003E\u003Cli\u003E\u003Cstrong\u003EThe Plan:\u003C/strong\u003E The UI displays how the agent broke down your prompt (e.g., &quot;Step 1: Identify campaigns with budget &lt; 5000. Step 2: Retrieve sentiment scores for those campaigns.&quot;)\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003ETool Selection:\u003C/strong\u003E You can see which tool was invoked for which step&mdash;whether it chose the Analyst for the budget or Search for the &quot;Why&quot;\u003C/li\u003E\u003Cli\u003E\u003Cstrong\u003EReflection:\u003C/strong\u003E You can see if the agent caught its own errors and re-ran a query to get a better result\u003C/li\u003E\u003C/ol\u003E\n&lt;!-- ------------------------ --&gt;\n","\u003Ch3\u003ESecurity Showcase\u003C/h3\u003E\n","\u003Cp\u003EApply \u003Cstrong\u003EDynamic Data Masking\u003C/strong\u003E to specific metrics to ensure the agent respects \u003Cstrong\u003ERBAC\u003C/strong\u003E (Role-Based Access Control).\u003C/p\u003E\n","\u003Ch3\u003ECreate the Marketing Role and Granting Access\u003C/h3\u003E\n","\u003Cp\u003EIf you ran the \u003Ccode\u003Esetup.sql\u003C/code\u003E exactly as provided in the GitHub repo, it created \u003Ccode\u003Esnowflake_intelligence_admin\u003C/code\u003E. Let's create the \u003Ccode\u003Emarketing_intelligence_role\u003C/code\u003E to represent your &quot;Restricted Team&quot; and give it the necessary access. Be sure to have your role set to \u003Ccode\u003Esnowflake_intelligence_admin\u003C/code\u003E and warehouse to \u003Ccode\u003EDASH_WH_SI\u003C/code\u003E.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EUSE DATABASE DASH_DB_SI;\nUSE SCHEMA RETAIL;\n\n-- Create the Semantic View\nCREATE OR REPLACE SECURE VIEW marketing_intelligence_view AS\nSELECT \n    campaign_name AS &quot;Ad Campaign&quot;,\n    category AS &quot;Product Category&quot;,\n    clicks AS &quot;Engagement Clicks&quot;,\n    -- avg_sentiment will come from the Dynamic Table\n    0 AS &quot;Customer Sentiment Score&quot; \nFROM marketing_campaign_metrics;\n\n-- Check which roles have access to your database and schema\nSHOW GRANTS ON DATABASE dash_db_si;\nSHOW GRANTS ON SCHEMA dash_db_si.retail;\n\n-- Check specifically for your Semantic View\nSHOW GRANTS ON VIEW marketing_intelligence_view;\n\nUSE ROLE snowflake_intelligence_admin;\nUSE WAREHOUSE dash_wh_si;\n\n-- You should see the actual budget/click numbers\nSELECT * FROM marketing_intelligence_view LIMIT 5;\n\nUSE ROLE ACCOUNTADMIN;\n\n-- Create the role\nCREATE OR REPLACE ROLE marketing_intelligence_role;\n\n-- Grant usage on the warehouse and database\nGRANT USAGE ON WAREHOUSE dash_wh_si TO ROLE marketing_intelligence_role;\nGRANT USAGE ON DATABASE dash_db_si TO ROLE marketing_intelligence_role;\nGRANT USAGE ON SCHEMA dash_db_si.retail TO ROLE marketing_intelligence_role;\n\n-- Grant access to the AI functions and the specific views\nGRANT DATABASE ROLE SNOWFLAKE.CORTEX_USER TO ROLE marketing_intelligence_role;\nGRANT SELECT ON VIEW dash_db_si.retail.marketing_intelligence_view TO ROLE marketing_intelligence_role;\n\n-- Assign to yourself for testing\nSET current_user = CURRENT_USER();\nGRANT ROLE marketing_intelligence_role TO USER IDENTIFIER($CURRENT_USER);\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003EApply the Masking Policy\u003C/h3\u003E\n","\u003Cp\u003EA masking policy exists in Snowflake but isn't &quot;active&quot; until it is \u003Cstrong\u003Eapplied\u003C/strong\u003E to a specific column. We will mask the \u003Ccode\u003ECLICKS\u003C/code\u003E column so the marketing role sees \u003Ccode\u003E0\u003C/code\u003E while the admin sees the real data.\u003C/p\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EUSE ROLE snowflake_intelligence_admin;\nUSE SCHEMA dash_db_si.retail;\n\n-- 1. Create the policy\nCREATE OR REPLACE MASKING POLICY mask_engagement_clicks AS (val number) \nRETURNS number -&gt;\n  CASE \n    WHEN CURRENT_ROLE() IN ('SNOWFLAKE_INTELLIGENCE_ADMIN', 'ACCOUNTADMIN') THEN val \n    ELSE 0 -- Masked value for other roles\n  END;\n\n-- 2. Apply the policy to the base table column\nALTER TABLE marketing_campaign_metrics MODIFY COLUMN clicks SET MASKING POLICY mask_engagement_clicks;\n\n-- 3. Verify the policy is active\nSELECT * FROM TABLE(INFORMATION_SCHEMA.POLICY_REFERENCES(\n    policy_name =&gt; 'mask_engagement_clicks'\n));\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Ch3\u003EVerify as Admin\u003C/h3\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003E-- Re-run the view to ensure it picks up the table-level masking\nCREATE OR REPLACE SECURE VIEW marketing_intelligence_view AS\nSELECT \n    campaign_name AS &quot;Ad Campaign&quot;,\n    category AS &quot;Product Category&quot;,\n    clicks AS &quot;Engagement Clicks&quot;,\n    -- avg_sentiment will come from the Dynamic Table\n    0 AS &quot;Customer Sentiment Score&quot; \nFROM marketing_campaign_metrics;\n\nUSE ROLE snowflake_intelligence_admin;\nUSE SCHEMA dash_db_si.retail;\n-- You should see numbers like 11103\nSELECT &quot;Ad Campaign&quot;, &quot;Engagement Clicks&quot; FROM marketing_intelligence_view;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/engagementclicks.png?v=ca0ce51e\" alt=\"Admin Role\"\u003E\u003C/p\u003E\n","\u003Ch3\u003EVerify as Marketing Role\u003C/h3\u003E\n\u003Cpre\u003E\u003Ccode class=\"language-sql\"\u003EUSE ROLE marketing_intelligence_role;\nUSE SCHEMA dash_db_si.retail;\n-- You should see 0 for all clicks\nSELECT &quot;Ad Campaign&quot;, &quot;Engagement Clicks&quot; FROM marketing_intelligence_view;\n\u003C/code\u003E\u003C/pre\u003E\n","\u003Cp\u003E\u003Cimg src=\"https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/zeroclicks.png?v=ca0ce51e\" alt=\"Marketing Role\"\u003E\u003C/p\u003E\n","\u003Cp\u003EBy applying Dynamic Data Masking alongside RBAC, you ensured that the data serves different teams with appropriate access &mdash; admins see real click data while the marketing role sees masked values.\u003C/p\u003E\n&lt;!-- ------------------------ --&gt;\n","\u003Ch2\u003EConclusion And Resources\u003C/h2\u003E\n","\u003Cp\u003ECongratulations! You've successfully built an end-to-end data pipeline for an AI agent in Snowflake. You transformed raw marketing data and unstructured customer feedback into actionable insights using Cortex AI, automated the enrichment process with Dynamic Tables, and created a governed Marketing Intelligence Agent.\u003C/p\u003E\n","\u003Ch3\u003EWhat You Learned\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003EHow to use Cortex AI functions (\u003Ccode\u003EAI_SENTIMENT\u003C/code\u003E, \u003Ccode\u003EAI_CLASSIFY\u003C/code\u003E) for text analysis directly in SQL\u003C/li\u003E\u003Cli\u003EHow to create Dynamic Tables for automated, real-time AI enrichment\u003C/li\u003E\u003Cli\u003EHow to build Semantic Views that map technical schemas to business-friendly terms\u003C/li\u003E\u003Cli\u003EHow to configure AI Agents with Cortex Analyst and Cortex Search tools\u003C/li\u003E\u003Cli\u003EHow to implement enterprise security using Dynamic Data Masking and RBAC\u003C/li\u003E\u003C/ul\u003E\n","\u003Ch3\u003ERelated Resources\u003C/h3\u003E\n\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/snowflake-cortex/aisql\"\u003ESnowflake Cortex AI Documentation\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/dynamic-tables-about\"\u003EDynamic Tables Overview\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/en/user-guide/views-semantic/overview\"\u003ESemantic Views Documentation\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://github.com/Snowflake-Labs/sfguide-getting-started-with-snowflake-intelligence\"\u003EGetting Started with Snowflake CoWork\u003C/a\u003E\u003C/li\u003E\u003Cli\u003E\u003Ca href=\"https://docs.snowflake.com/\"\u003ESnowflake Documentation\u003C/a\u003E\u003C/li\u003E\u003C/ul\u003E"],"description":"Build governed AI agents in Snowflake by transforming raw data into actionable insights using Cortex AI for sentiment analysis and Dynamic Tables for automated enrichment.","title":"From Zero to Agents: Building End-to-End Data Pipelines for an AI Agent","elements":{"quickstartArticleBody":{"dataType":"string","value":"\u003C!-- ------------------------ --\u003E\n\n## Overview\n\nThis hands-on lab guides you through transforming raw data into actionable insights using Snowflake Cortex AI for sentiment analysis and classification. You will get hands-on experience with Cortex AI and Dynamic Tables to automate AI enrichment and construct a reliable semantic layer. Learn the architecture required to create a Marketing & Sales Intelligence Agent that leverages both structured data and enriched unstructured feedback while maintaining enterprise security standards.\n\n### What You'll Learn\n- How to use Cortex AI functions for sentiment analysis and text classification\n- How to create Dynamic Tables for automated AI enrichment pipelines\n- How to build a Semantic View to map technical columns to business terms\n- How to create and configure an AI Agent with Analyst and Search tools\n- How to implement Role-Based Access Control (RBAC) with Dynamic Data Masking\n\n### What You'll Build\n- An automated AI enrichment pipeline using Cortex AI and Dynamic Tables\n- A Semantic View that provides business-friendly abstractions over your data\n- A Marketing & Sales Intelligence Agent powered by Cortex Analyst and Cortex Search\n- Enterprise-grade security controls with masking policies\n\n### Prerequisites\n- A [Snowflake account](https://signup.snowflake.com/) with a role that has the ability to create database, schema, tables, and virtual warehouse objects\n- Basic familiarity with SQL\n- Access to Snowsight (Snowflake's web interface)\n\n\u003C!-- ------------------------ --\u003E\n\n## Environment and Data Loading\n\nImagine you are on a marketing team at a fictional retail company selling sports and outdoor gear. The company has plenty of data from campaign performance from paid ads to customer feedback. \n\nThe problem the team faces:\n1. Campaign performance data is siloed from customer feedback\n2. Customer feedback is unstructured and unanalyzed\n3. Analysts can’t self-serve insights from these data\n\nWhat you’ll build to solve these issues:\n1. Cortex AI turns raw transcripts into structured sentiment scores\n2. Dynamic Tables automate so that data stays current as new feedback arrives\n3. Semantic View bridges campaign metrics and customer feedback into one model\n4. Snowflake CoWork that allows analysts to ask natural language questions \n\n\n### Setup Instructions\nEstablish the secure foundation using the provided `setup.sql` script. This script automates the creation of roles, warehouses, and the ingestion of marketing data from public S3 buckets.\n\nRun [setup.sql](https://github.com/Snowflake-Labs/sfquickstarts/blob/master/site/sfguides/src/from-zero-to-agents/assets/setup.sql) in a Snowsight SQL Worksheet.\n\n### What Gets Provisioned\n\n- **Infrastructure:** Provisions the `dash_wh_si` warehouse and `snowflake_intelligence` database\n- **Ingestion:** Loads **structured metrics** (campaign spend, product sales) and **unstructured transcripts** (`support_cases`)\n\n\u003C!-- ------------------------ --\u003E\n\n## AI Enrichment with Cortex AI\n\n**AI Enrichment with Cortex AI** refers to the process of using built-in generative AI functions directly within standard SQL queries to analyze, transform, and add value to your data.\n\nIn Snowflake, this is powered by **Snowflake Cortex AI**, which allows you to run high-performance Large Language Models (LLMs) without moving your data to an external service or managing complex infrastructure.\n\n### How It Works\n\nTraditionally, if you wanted to perform sentiment analysis or extract names from text, you had to export data to a Python environment or a third-party API. With Cortex AI Functions, the LLM is treated like any other SQL function (e.g., `SUM()` or `AVG()`).\n\n### Core Cortex AI Functions\n\nSnowflake provides several task-specific functions that make enrichment simple:\n\n| Function | Description |\n|----------|-------------|\n| `SNOWFLAKE.CORTEX.AI_SENTIMENT(text)` | Returns a score from -1 (very negative) to 1 (very positive) |\n| `SNOWFLAKE.CORTEX.AI_SUMMARIZE(text)` | Creates a concise summary of long documents or transcripts |\n| `SNOWFLAKE.CORTEX.AI_EXTRACT_ANSWER(text, question)` | Finds a specific answer within a block of unstructured text |\n| `SNOWFLAKE.CORTEX.AI_CLASSIFY(text, categories)` | Buckets text into predefined labels (e.g., \"Refund,\" \"Complaint,\" \"Sales Inquiry\") |\n| `SNOWFLAKE.CORTEX.AI_TRANSLATE(text, source, target)` | Translates text between languages |\n\n### Why Use AI Enrichment?\n\n- **Scalability:** Process millions of rows of unstructured text using Snowflake's elastic compute (Warehouses)\n- **Security:** Your data never leaves the Snowflake security perimeter, which is vital for GDPR/HIPAA compliance\n- **Automation:** By putting these functions inside **Dynamic Tables**, your AI enrichment happens automatically as new data arrives\n- **Low Friction:** Analysts who know SQL can now perform advanced \"Data Science\" tasks without learning Python or PyTorch\n\n### Integration with AI Agents\n\nAI Enrichment is the \"Preprocessing\" step. By enriching your data first:\n\n1. The **Agent** doesn't have to read every raw transcript\n2. It can simply query the `sentiment_score` column to find unhappy customers\n3. This makes the agent faster, cheaper, and more accurate\n\n### Extract Trends\n\nTransform \"dark data\" (raw transcripts) into analytical trends using Cortex AI Functions. Run sentiment analysis on customer feedback to create measurable features:\n\n```sql\nUSE DATABASE DASH_DB_SI;\nUSE SCHEMA RETAIL;\nUPDATE support_cases SET product = 'Fitness Wear' WHERE product = 'ThermoJacket Pro';\nSELECT \n    title,\n    SNOWFLAKE.CORTEX.AI_SENTIMENT(transcript) AS sentiment_score,\n    SNOWFLAKE.CORTEX.AI_CLASSIFY(transcript, ['Return', 'Quality', 'Shipping']) AS issue_category\nFROM support_cases;\n```\n![Extract trends](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/extracttrends.png?v=ca0ce51e)\n\n\n### Updating Marketing Data\nConfirm that the role is set to `SNOWFLAKE_INTELLIGENCE_ADMIN` by clicking on your profile in the bottom left corner.\n1. Download the [marketing_data.csv](https://github.com/Snowflake-Labs/sfquickstarts/blob/master/site/sfguides/src/from-zero-to-agents/assets/marketing_data.csv)\n2. Navigate to `Catalog` \u003E `Database Explorer`\n3. Open `DASH_DB_SI.RETAIL.Tables.MARKETING_CAMPAIGN_METRICS`. If you do not see the database, refresh the data.\n4. Click on `Load Data` in the top right hand corner\n5. Upload the marketing_data.csv and click `next` then `load`\n6. Click `View table detail` to see the new data uploaded\n\n![Updating marketing data](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/updatingmarketing.png?v=ca0ce51e)\n\n\n\u003C!-- ------------------------ --\u003E\n\n## Create Live Enrichment Pipeline\n\nTo create a \"Live\" enrichment pipeline, we combine **Cortex AI Functions** with **Dynamic Tables**. This allows Snowflake to automatically process new data as it arrives, keeping your sentiment scores and classifications up to date without manual intervention.\n\n### The Architecture of Live Enrichment\n\nInstead of running a one-time enrichment, you define a **Dynamic Table**. This table acts as a materialized view that continuously \"listens\" for changes in your raw data (e.g., new customer feedback) and runs the AI functions only on the new or changed rows.\n\n### Create the Enriched Dynamic Table\n\nCreate a Dynamic Table that automatically joins campaign metrics with AI-generated sentiment scores:\n\n```sql\nUSE ROLE SNOWFLAKE_INTELLIGENCE_ADMIN;\nUSE DATABASE DASH_DB_SI;\nUSE SCHEMA RETAIL;\nCREATE OR REPLACE DYNAMIC TABLE enriched_marketing_intelligence\nTARGET_LAG = '1 hours'\nWAREHOUSE = dash_wh_si\nAS\nSELECT m.campaign_name, m.clicks, s.product AS product_name,\n       SNOWFLAKE.CORTEX.SENTIMENT(s.transcript) AS avg_sentiment\nFROM marketing_campaign_metrics m\nJOIN support_cases s ON m.category = s.product;\n```\nConfirm the creation of the Dynamic Table by navigating to `Catalog` \u003E `Database Explorer` \u003E `DASH_DB_SI.RETAIL.DYNAMIC TABLES.ENRICHED_MARKETING_INTELLIGENCE`. If you do not see your table, click on the refresh button and the table should appear. \n\n![Dynamic tbales](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/dynamictable.png?v=ca0ce51e)\n\n\u003C!-- ------------------------ --\u003E\n\n## Semantic Layer and Agent Creation\n\nProvide the agent with a \"map\" to understand your business logic through a **Semantic View**.\n\n### Create a Cortex Analyst\nThis tool enables the agent to query structured data in Snowflake by generating SQL. It relies on semantic views, which are mappings between business concepts (e.g., \"product name,\" \"sales\") and the underlying tables and columns in your Snowflake account. This abstraction helps the LLM understand how to query your data effectively, even if your tables have complex or arbitrary naming conventions.\n\n1. Navigate to **AI & ML \u003E Analyst** in Snowsight then click `Create with Autopilot` in the top right\n2. At the top, confirm that the role is set to `SNOWFLAKE_INTELLIGENCE_ADMIN` and warehouse is set to `DASH_WH_SI`\n3. Click `Skip` on the `Provide context` page \n5. Configure the following settings:\n   - **Name:** `SEMANTIC_VIEW`\n   - **Location to store:** `DASH_DB_SI.Retail`\n   - **Select tables:** Select all tables `DASH_DB_SI.Retail` (there should be 5 tables and 1 dynamic table)\n   - **Select Columns:** Select all columns\n6. Click `Create`\n7. Scroll to the `MARKETING_CAMPAIGN_METRICS` section and click `Edit`\n8. Set `+ Primary Key` to `Category` and click `Save`\n\n![Primary key](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/primarykey.png?v=ca0ce51e)\n\n7. Scroll down and click + on `Relationships`\n8. Configure the following settings:\n   - **From Table:** `ENRICHED_MARKETING_INTELLIGENCE`\n   - **To Table:** `MARKETING_CAMPAIGN_METRICS`\n   - **Relationship Type:** `Many to One`\n   - **From Column:** `PRODUCT_NAME`\n   - **To Column:** `CATEGORY`\n\n9. Add the relationship, then save the Analyst in the top right corner\n\n![Relationship](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/relationship.png?v=ca0ce51e)\n\n   \n### Create a Cortex Search Service\nThis tool allows the agent to search and retrieve information from unstructured text data, such as customer support tickets, Slack conversations, or contracts. It leverages Cortex Search to index and query these text \"chunks,\" enabling the agent to perform Retrieval Augmented Generation (RAG).\n\n1. Navigate to **AI & ML \u003E Search** in Snowsight\n2. Confirm that role is set to `SNOWFLAKE_INTELLIGENCE_ADMIN`\n3. Select **Create**\n4. Configure the following settings:\n   - **Service database & schema:** `DASH_DB_SI.Retail`\n   - **Service name:** `campaign_search`\n   - **Select data:** `marketing_campaign_metrics`\n   - **Select search column:** `campaign name`\n   - **Select attribute:** `Select all`\n   - **Select columns:** `Select all`\n   - **Warehouse for indexing:** `DASH_WH_SI`\n5. Click `create` and click the refresh icon in the top right corner. `Serving` will update from `INITALIZING` to `ACTIVE`\n\n![Active Cortex Search](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/servingactive.png?v=ca0ce51e)\n\n\n## Create the Agent\nAn agent is an intelligent entity within Snowflake CoWork that acts on behalf of the user. Agents are configured with specific tools and orchestration logic to answer questions and perform tasks on top of your data.\n\n1. Navigate to **AI & ML \u003E Agents** in Snowsight\n2. On the top right, click on **Create agent**\n   - **Database and schema**: `DASH_DB_SI.Retail`\n   - **Agent object name**: `MarketingAgent`\n3. Create the agent\n\n![Creating agent](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/marketingagent.png?v=ca0ce51e)\n\n\n### Add Instructions: \nConfigure to the following:\n- **Description**: I am a specialized Marketing & Sales Intelligence Assistant. My  primary role is to provide accurate, data-driven insights by analyzing structured marketing metrics (spend, clicks, conversions) and unstructured customer feedback (support transcripts). I bridge the gap between 'what happened' (the numbers) and 'why it happened' (customer sentiment). Always maintain a professional, analytical tone and provide clear citations for information retrieved from support transcripts.\n- **Example question**: What are the top 5 campaigns by clicks?\n\n![Instructions](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/Instructions.png?v=ca0ce51e)\n\n\n### Add Tools\nTools are the capabilities an agent can use to accomplish a task. Think of them as the agent's skillset and note that you can add one or more of each of the following tools.\n\n**Cortex Analyst**\n1. Click on **+ Add \u003E Add semantic view**\n2. Configure the following settings:\n- **Service database & schema:** `DASH_DB_SI.Retail`\n- **Select semantic view:** `SEMANTIC_VIEW`\n- **Name:** `semantic_view`\n- **Description:**\n\n  Retail analytics semantic view in DASH_DB_SI.RETAIL connecting 6 tables:\n    - ENRICHED_MARKETING_INTELLIGENCE: Campaign performance + sentiment (CAMPAIGN_NAME, PRODUCT_NAME, CLICKS, AVG_SENTIMENT)\n    - MARKETING_CAMPAIGN_METRICS: Campaign KPIs by category/date (CAMPAIGN_NAME, CATEGORY, CLICKS, IMPRESSIONS, DATE)\n    - PRODUCTS: Product catalog (PRODUCT_ID, PRODUCT_NAME, CATEGORY)\n    - SALES: Sales transactions by region (PRODUCT_ID, REGION, UNITS_SOLD, SALES_AMOUNT, DATE)\n    - SOCIAL_MEDIA: Influencer mentions by platform/category (CATEGORY, INFLUENCER, MENTIONS, PLATFORM, DATE)\n    - SUPPORT_CASES: Customer support interactions (ID, PRODUCT, TITLE, TRANSCRIPT, DATE)\n\n    Key joins: ENRICHED_MARKETING_INTELLIGENCE.PRODUCT_NAME → MARKETING_CAMPAIGN_METRICS.CATEGORY; PRODUCTS.PRODUCT_ID → SALES.PRODUCT_ID. Enables end-to-end     analysis from marketing exposure → sales performance → post-sale support.\n  \n- **Warehouse:** `Custom` \u003E `DASH_WH_SI`\n- **Query timeout:** 60\n\n**Cortex Search Services**\n1. Click on **+Add**\n2. Configure the following settings:\n- **Service database & schema:** `DASH_DB_SI.Retail`\n- **Cortex Search Services:** `DASH_DB_SI.RETAIL.CAMPAIGN_SEARCH`\n- **Max Results:** `4`\n- **ID Column:** `CAMPAIGN_NAME`\n- **Title Column:** `CLICKS`\n- **Name:** `Search`\n\n![Cortex Search Tool](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/cortexsearchtool.png?v=ca0ce51e)\n\n\n**Custom tools**\n1. Click on **+Add**\n2. Configure the following settings:\n- **Resource type:** `procedure`\n- **Service database & schema:** `DASH_DB_SI.Retail`\n- **Custom tool identifier:** `DASH_DB_SI.RETAIL.SEND_EMAIL()`\n- **Name:** `Send_Email`\n- **Warehouse:** `Custom` \u003E `DASH_WH_SI`\n- **Query timeout:** 60\n- **Paramter: body**\n  - Description: Use HTML-Syntax for this. If the content you get is in markdown, translate it to HTML. If body is not provided, summarize the last question and use that as content for the email.\n- **Paramter: recipient_email**\n  - Description: If the email is not provided, send it to the current user's email address.\n- **Paramter: subject**\n  - Description: If the subject is not provided, use \"Snowflake CoWork\".\n \n**Orchestration Instructions:** Whenever you can answer visually with a chart, always choose to generate a chart even if the user didn't specify to.\n\n**Access:** `SNOWFLAKE_INTELLIGENCE_ADMIN`\n\n**Click `Save` in the top right corner**\n\n\u003C!-- ------------------------ --\u003E\n\n## Validation\n\nInteract with the agent and verify that it respects enterprise-grade governance.\n\n### Accessing the Agent\n\nOnce your agent is created and enabled for **Snowflake CoWork**, it appears in a dedicated workspace:\n\n1. In Snowsight, go to **AI & ML \u003E Snowflake CoWork**\n2. You will see a list of agents you have access to\n3. Select your **MarketingAgent**\n\n![Snowflake CoWork](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/SI.png?v=ca0ce51e)\n\n\n### The Conversational Interface\n\nThe UI is designed to handle natural language queries. It doesn't just return data; it provides a narrative response.\n\n- **Natural Language Input:** Users type questions like, *\"Which campaigns had a low budget but high customer sentiment last month?\"*\n- **Suggested Prompts:** Based on your Semantic View and Agent Description, the UI often provides \"starter\" questions to guide the user\n- **Multimodal Answers:** The agent will combine text (summarizing feedback from Cortex Search) with tables or charts (visualizing metrics from Cortex Analyst)\n\nLet's ask the following questions\n\n### Q1. What are the top 5 campaigns by clicks?\n\n![Top 5](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/topclicks.png?v=ca0ce51e)\n\n### Q2. Show me all campaign performance metrics and it's relationship to the product\n\n![Metrics](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/metricsproduct.png?v=ca0ce51e)\n\n### Q3. What is the relationship between campaign clicks and customer satisfaction by category?\n\n![Click Satisfaction](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/clicksatisficiation.png?v=ca0ce51e)\n\n### Q4. What are the main customer complains in support cases?\n\n![Support cases](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/supportcase.png?v=ca0ce51e)\n\n\n## Security (optional)\n### Trace Monitoring\n\nFor lab participants, the Trace is the most critical UI interaction. It allows you to debug the agent's logic:\n\n1. **The Plan:** The UI displays how the agent broke down your prompt (e.g., \"Step 1: Identify campaigns with budget \u003C 5000. Step 2: Retrieve sentiment scores for those campaigns.\")\n2. **Tool Selection:** You can see which tool was invoked for which step—whether it chose the Analyst for the budget or Search for the \"Why\"\n3. **Reflection:** You can see if the agent caught its own errors and re-ran a query to get a better result\n\n\u003C!-- ------------------------ --\u003E\n### Security Showcase\n\nApply **Dynamic Data Masking** to specific metrics to ensure the agent respects **RBAC** (Role-Based Access Control).\n\n### Create the Marketing Role and Granting Access\n\nIf you ran the `setup.sql` exactly as provided in the GitHub repo, it created `snowflake_intelligence_admin`. Let's create the `marketing_intelligence_role` to represent your \"Restricted Team\" and give it the necessary access. Be sure to have your role set to `snowflake_intelligence_admin` and warehouse to `DASH_WH_SI`.\n\n```sql\nUSE DATABASE DASH_DB_SI;\nUSE SCHEMA RETAIL;\n\n-- Create the Semantic View\nCREATE OR REPLACE SECURE VIEW marketing_intelligence_view AS\nSELECT \n    campaign_name AS \"Ad Campaign\",\n    category AS \"Product Category\",\n    clicks AS \"Engagement Clicks\",\n    -- avg_sentiment will come from the Dynamic Table\n    0 AS \"Customer Sentiment Score\" \nFROM marketing_campaign_metrics;\n\n-- Check which roles have access to your database and schema\nSHOW GRANTS ON DATABASE dash_db_si;\nSHOW GRANTS ON SCHEMA dash_db_si.retail;\n\n-- Check specifically for your Semantic View\nSHOW GRANTS ON VIEW marketing_intelligence_view;\n\nUSE ROLE snowflake_intelligence_admin;\nUSE WAREHOUSE dash_wh_si;\n\n-- You should see the actual budget/click numbers\nSELECT * FROM marketing_intelligence_view LIMIT 5;\n\nUSE ROLE ACCOUNTADMIN;\n\n-- Create the role\nCREATE OR REPLACE ROLE marketing_intelligence_role;\n\n-- Grant usage on the warehouse and database\nGRANT USAGE ON WAREHOUSE dash_wh_si TO ROLE marketing_intelligence_role;\nGRANT USAGE ON DATABASE dash_db_si TO ROLE marketing_intelligence_role;\nGRANT USAGE ON SCHEMA dash_db_si.retail TO ROLE marketing_intelligence_role;\n\n-- Grant access to the AI functions and the specific views\nGRANT DATABASE ROLE SNOWFLAKE.CORTEX_USER TO ROLE marketing_intelligence_role;\nGRANT SELECT ON VIEW dash_db_si.retail.marketing_intelligence_view TO ROLE marketing_intelligence_role;\n\n-- Assign to yourself for testing\nSET current_user = CURRENT_USER();\nGRANT ROLE marketing_intelligence_role TO USER IDENTIFIER($CURRENT_USER);\n```\n\n### Apply the Masking Policy\n\nA masking policy exists in Snowflake but isn't \"active\" until it is **applied** to a specific column. We will mask the `CLICKS` column so the marketing role sees `0` while the admin sees the real data.\n\n```sql\nUSE ROLE snowflake_intelligence_admin;\nUSE SCHEMA dash_db_si.retail;\n\n-- 1. Create the policy\nCREATE OR REPLACE MASKING POLICY mask_engagement_clicks AS (val number) \nRETURNS number -\u003E\n  CASE \n    WHEN CURRENT_ROLE() IN ('SNOWFLAKE_INTELLIGENCE_ADMIN', 'ACCOUNTADMIN') THEN val \n    ELSE 0 -- Masked value for other roles\n  END;\n\n-- 2. Apply the policy to the base table column\nALTER TABLE marketing_campaign_metrics MODIFY COLUMN clicks SET MASKING POLICY mask_engagement_clicks;\n\n-- 3. Verify the policy is active\nSELECT * FROM TABLE(INFORMATION_SCHEMA.POLICY_REFERENCES(\n    policy_name =\u003E 'mask_engagement_clicks'\n));\n```\n\n### Verify as Admin\n\n```sql\n-- Re-run the view to ensure it picks up the table-level masking\nCREATE OR REPLACE SECURE VIEW marketing_intelligence_view AS\nSELECT \n    campaign_name AS \"Ad Campaign\",\n    category AS \"Product Category\",\n    clicks AS \"Engagement Clicks\",\n    -- avg_sentiment will come from the Dynamic Table\n    0 AS \"Customer Sentiment Score\" \nFROM marketing_campaign_metrics;\n\nUSE ROLE snowflake_intelligence_admin;\nUSE SCHEMA dash_db_si.retail;\n-- You should see numbers like 11103\nSELECT \"Ad Campaign\", \"Engagement Clicks\" FROM marketing_intelligence_view;\n```\n![Admin Role](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/engagementclicks.png?v=ca0ce51e)\n\n\n### Verify as Marketing Role\n\n```sql\nUSE ROLE marketing_intelligence_role;\nUSE SCHEMA dash_db_si.retail;\n-- You should see 0 for all clicks\nSELECT \"Ad Campaign\", \"Engagement Clicks\" FROM marketing_intelligence_view;\n```\n![Marketing Role](https://www.snowflake.com/content/dam/snowflake-site/developers/guides/from-zero-to-agents/zeroclicks.png?v=ca0ce51e)\n\nBy applying Dynamic Data Masking alongside RBAC, you ensured that the data serves different teams with appropriate access — admins see real click data while the marketing role sees masked values.\n\n\n\u003C!-- ------------------------ --\u003E\n\n## Conclusion And Resources\n\nCongratulations! You've successfully built an end-to-end data pipeline for an AI agent in Snowflake. You transformed raw marketing data and unstructured customer feedback into actionable insights using Cortex AI, automated the enrichment process with Dynamic Tables, and created a governed Marketing Intelligence Agent.\n\n### What You Learned\n- How to use Cortex AI functions (`AI_SENTIMENT`, `AI_CLASSIFY`) for text analysis directly in SQL\n- How to create Dynamic Tables for automated, real-time AI enrichment\n- How to build Semantic Views that map technical schemas to business-friendly terms\n- How to configure AI Agents with Cortex Analyst and Cortex Search tools\n- How to implement enterprise security using Dynamic Data Masking and RBAC\n\n### Related Resources\n- [Snowflake Cortex AI Documentation](https://docs.snowflake.com/en/user-guide/snowflake-cortex/aisql)\n- [Dynamic Tables Overview](https://docs.snowflake.com/en/user-guide/dynamic-tables-about)\n- [Semantic Views Documentation](https://docs.snowflake.com/en/user-guide/views-semantic/overview)\n- [Getting Started with Snowflake CoWork](https://github.com/Snowflake-Labs/sfguide-getting-started-with-snowflake-intelligence)\n- [Snowflake Documentation](https://docs.snowflake.com/)\n","title":"Quickstart Article Body","multiValue":false,":type":"text/x-markdown"},"quickstartArticleLogoImage":{"dataType":"string","title":"Quickstart Article Logo Image","multiValue":false,":type":"text/plain"}},"elementsOrder":["quickstartArticleBody","quickstartArticleLogoImage"],":type":"snowflake-site/components/contentfragment","isDeveloperGuidesPage":false,":items":{},":itemsOrder":[],"model":"snowflake-site/models/quickstart-article"},"flexible_column_cont":{"id":"flexible-column-container-26eb785b01","type":"2-column-75-25","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"none","bottomPadding":"none","spaceBetween":"none","reverseOnMobile":false,"carouselOnMobile":false,"backgroundImageOption":"none","flexible_column_content_container_1":{"id":"container-76df7573b2","layout":"SIMPLE",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container",":items":{"quickstart_last_modi":{"id":"quickstart-last-modified-a1b0bf20b6","icon":{"id":"icon","icon":"calendar",":type":"snowflake-site/components/icon","appliedCssClassNames":"snowflake-icon-blue"},"lastModifiedDatePrefix":"Updated","lastModifiedDate":"2026-04-03",":type":"snowflake-site/components/quickstart/quickstart-last-modified","appliedCssClassNames":"snowflake-responsive-component-top-padding-small"},"text":{"id":"text-1edf2b4346","additionalClasses":"qs-disclaimer-text","text":"\u003Cp\u003E\u003Cspan style=\"color: #666;\"\u003EThis content is provided as is, and is not maintained on an ongoing basis. 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