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Use Case

AI-PoweredBusiness Intelligence

Transform the way you work with LLM-powered SQL, chat applications and scalable business intelligence. 

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751 of Forbes Global 2000 Companies Use Snowflake*

Overview

Building self-service analytics that stakeholders can use takes time. Speed it up by integrating AI into your everyday workflows.

Building pipelines and gold layers so that teams can get useful information from enterprise data can be tough — especially when it’s scattered across solutions. Boosted by AI capabilities and easy integration with leading tools, Snowflake delivers one platform to process all types of data at scale so you can deliver meaningful insights. 

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Easily transform multimodal data into business understanding

Effortlessly query structured and unstructured data together for deep intelligence using intuitive AI-powered SQL.

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Bolster your organization with intelligent conversational insights

Empower smarter decisions with intuitive, conversational data exploration. Start asking, start discovering.

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Power your largest BI workloads with unwavering accuracy and lightning-fast performance

Gain insights faster with intuitive interfaces and ensure consistent results across all your favorite tools — AI apps, BI platforms and notebooks.

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Snowflake Announces Semantic View Autopilot: AI-Powered Semantic Modeling in Minutes

Benefits

Use a single source of truth for AI, BI and beyond

Supercharge analysts

Turn data analysts into AI superheroes

Cortex AISQL is a new AI query language that brings the most powerful LLMs to your SQL interface. Scale batch analytics with multimodal data through LLM-powered SQL for forecasting, audio transcription, sentiment analysis, anomaly detection and more. 

Learn about Cortex AISQL
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Chat with docs and more

Talk to your data in natural language

  •  Interact with self-service analytics applications. Ask questions in natural language and effortlessly follow up for deeper insights through a seamless native experience with Snowflake Intelligence. 

  • Enable access and action to enterprise data for everyone in your organization through a text-to-SQL service with Cortex Analyst and Streamlit.

  • Go beyond structured data. Chat with unstructured data with Cortex Search, a fully managed RAG engine.
Learn about Snowflake Intelligence

Unified Semantics

Define metrics once, trust them everywhere

  • Define complex metrics and relationships directly within Snowflake using native Semantic Views, eliminating the chaos of fragmented logic across different dashboards.

  • Enhance consistency, helping every query — whether from a dashboard, an AI agent or an analyst — return the same answer.

  • Deliver more accurate responses that minimize hallucinations by providing the governed, business-aware foundation required for Cortex Analyst and Snowflake Intelligence.
Learn more about Semantic Views
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AI-Powered Modeling

Accelerate time to insight with automated data modeling

  • Eliminate weeks of manual coding with Semantic View Autopilot, which uses AI to instantly generate comprehensive semantic models based on your actual data patterns.

  • Align your model with how your business actually uses data by letting Semantic View Autopilot identify the most relevant metrics and dimensions from your query history.

  • Automatically refine and update your semantic layer as your data evolves, reducing the maintenance burden on data engineering teams.

Try SVA in your account today

Open Semantic Standard

Foster innovation with interoperability across AI and BI platforms

  • Reduce vendor lock-in and enhance flexibility by using the open, neutral Open Semantic Interchange (OSI) framework to provide consistent metrics across dashboards, notebooks and ML models.

  • Build your metrics in Snowflake and deliver them natively to tools like Tableau and Sigma, without redefining logic.

  • Drive faster performance by facilitating shared business context across your entire ecosystem, ensuring your AI and BI tools always speak the same language.

Learn more about the Open Semantic Interchange
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Industry-leading LLMs at your fingertips

AI-powered business intelligence

Frequently Asked Questions

Learn about real-time analytics, NLP for insights, integrating AI models with BI tools, and data governance for your dashboards.