Training Example: Snowflake – Review the Data, Give Your Score & Compare to the Real AI Evaluation

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[H1]
Code

Work
Bring agentic AI to all your data
Ask anything with Snowflake CoWork. Build anything with Snowflake CoCo. Welcome to your one-stop shop for everyone in the enterprise.

Discover Snowflake CoCo

Meet Snowflake CoWork

Snowflake CoCo

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Snowflake CoWork

[IMG: Good afternoon, Jennifer.]

[IMG: What insights are you looking for?]

[IMG: show me the latest /week-pulse for the entire sales team]

[IMG: show me the latest /week-pulse for the entire sales team]

[IMG: AI response with key insights]

[IMG: AI follow-up response]

[IMG: Chart visualizing the AI response data]

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[H6] WATCH ON-DEMAND
[H4] Summit 26 Opening Keynote
Snowflake's CEO, Sridhar Ramaswamy, shares how organizations are turning AI’s promise into real business transformation and how the Snowflake AI Data Cloud is enabling a new era of enterprise intelligence and agentic innovation with data at the center.Watch nowPLATFORM
[H2] Simplify Enterprise Data and AI
From ingesting and processing data to analyzing and modeling it, to building and sharing data and AI applications, Snowflake helps you innovate faster and do more with your data.
Why SnowflakeView Pricing
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[H5] EASY
[H4] Bring your data and AI strategies to life
Save time on building, configuring and tuning infrastructure with an easy, fully managed platform that’s integrated across data types and clouds.
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[H5] CONNECTED
[H4] Connect your business ecosystem
Snowflake’s rich ecosystem and interoperability with open table formats means you can maximize value from all your data, apps and models.
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[H5] TRUSTED
[H4] Achieve universal business continuity
Support your most demanding workloads with always-on, unified security, governance, observability and disaster recovery, regardless of cloud or region.
[H6] SNOWFLAKE POSTGRES IS NOW GA
[H4] Run production-ready Postgres alongside your analytics
Snowflake Postgres brings the world’s most popular database to the AI Data Cloud — no complex data pipelines needed.Explore the solutionTHE AI DATA CLOUD
[H2] Streamline your architecture. Smash data silos.
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[H4] Platform
The Snowflake platform is a fully managed service that’s truly easy to use, connected across your entire data estate and trusted by thousands of customers.
Learn more
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[H4] Data Engineering
Build reliable, continuous data pipelines for the enterprise in the language of your choice.
Learn more
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[H4] Analytics
Do data analytics faster with optimal pricing and near-zero maintenance.
Learn more
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[H4] AI
Securely create and deploy LLMs and ML models customized with your data.
Learn more
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[H4] Applications & Collaboration
Share live data across clouds and organizations, plus easily develop, distribute and scale apps.
Learn more
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[H4] Transactions
Unify transactional, analytical and AI workloads on one enterprise-ready platform.
Learn more
Fully managed service
Universal security & governance
Cross-cloud ecosystem
[H3] Snowflake CoCo
Accelerate end-to-end development with a governed AI coding agent that works wherever you build.
Discover Snowflake CoCo
[H3] Snowflake CoWork
The personal work agent that takes you from context to clarity to action, all within Snowflake's perimeter.
Explore Snowflake CoWork
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CUSTOMERS
[H2] Leading companies lead with Snowflake
View CustomersBooking.comFanaticsToyotaIndeedBlackRock
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Travel & Hospitality
Booking.com Accelerates Travel Innovation with Cortex AI
By migrating away from Hadoop, Booking.com modernizes its data and AI, democratizes insights and connects millions of travelers to their dream trips.
Watch the video

31M Travel listings unified by a connected data and AI platform
175K Different travel destinations powered by Cortex AI
Read the case study
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Retail & Consumer Goods
Fanatics Personalizes the Fan Experience with Snowflake Intelligence
Fanatics builds enterprise agents with Snowflake Intelligence to unify billions of fan data points, democratize data access and enhance experiences for millions of fans.
Watch the video
2B+ daily signals from fans
100M+ fans each with hundreds of attributes
Watch the video
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Manufacturing
Toyota Motor Europe Drives Data Trust, Simplicity and Accessibility
Snowflake transformed Toyota Motor Europe's data landscape by providing a simple, secure and reliable data platform that unifies data into a single source of truth, empowering all employees with easily accessible and reusable data products.
Watch the video
Watch now
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Technology
Indeed Reimagines Architecture and Data Collaboration to Help Job Seekers and Employers
With a modern data lake architecture and Snowflake Data Clean Rooms, Indeed centralizes all its data, delivers campaigns faster, and ultimately saves the company millions of dollars.
Read the story
43-74% cost savings by querying Apache Iceberg™ tables with Snowflake
Read the case study
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Financial Services
BlackRock and Snowflake Partner to Unlock Deeper Insights on Aladdin
Snowflake is part of BlackRock’s tech stack, powering the Aladdin® Data Cloud as a single, centralized data platform that equips clients with timely insights for smart investment decisions.
Read the story
116B+ total data points processed by the Aladdin platform
1.5M+ total reports available on demand on the Aladdin platform
Read the case study
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Prev
Next
Amplify Impact
[H2] The SnowflakeEcosystem
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[H4] Snowflake Partner Network
From integrated technologies to migration experts, maximize your Snowflake deployment, with one of our partners, apps or solutions.
Learn about partners
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[H4] Developer Community
Find reference architecture, level up your Snowflake skill set or see what open source Snowflake supports.
Visit the developers centerResources and News
[H2] The Latest from Snowflake
FeaturedNewsEventsWebinars
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EBOOK
[H4] The ROI of Gen AI and Agents 2026
Read now
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Report
[H4] Startup 2026: AI Agents Mean Business
Read now
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Report
[H4] The Future of AI + Interoperability in Healthcare
Read now
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Press Release
[H4] Unlimitail Chooses Snowflake to Power Privacy-Preserving Retail Media Across Europe and Latin America
Read More
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Press Release
[H4] Thomson Reuters Powers Trusted Enterprise AI at Scale on Snowflake
Read More
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Press Release
[H4] Sanofi Chooses Snowflake to Accelerate its AI-Powered Drug Development
Read More
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[H4] Snowflake Summit 27
June 7-10, 2027San Francisco
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[H4] Dev Day Virtual
June 25Virtual
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[H4] BUILD GLOBAL | The Dev Conference for AI & Apps
On-DemandVirtual
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Webinar
[H4] Snowflake AI Pulse: Latest Features & Releases
Register now
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Webinar
[H4] The Agentic Enterprise: From Strategy to ROI
Watch now
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Webinar
[H4] Snowflake Connect: Analytics
Watch now
[H2] Where Data Does More
Start for freeWatch a demo* Private preview, † Public preview, ‡ Coming soon1As of July 31, 2025
2As of July 31, 2025. Please see our Q2FY26 earnings press release for the definition and description of our total customer count.

Skip to contentSummit Builder Keynote DebutBroadcast live on June 23Register nowNEWS Snowflake Intelligence is now Snowflake CoWork
[H1] Snowflake CoworkThe personal agent for every knowledge worker
Turn everyday tasks into outcomes with one agent that lives next to your data, learns how you work, runs in the background and acts across the tools your business already uses.
Try Snowflake CoWorkwatch the demo
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Benefits
[H2] From data to decisions to action in one governed conversation
Most agents cross boundaries — APIs, credentials and execution environments — to reach your data. Snowflake CoWork runs where your data already lives.
Deep Analysis, Drive Real Action
[H4] Work with AI in a single place
CoWork reasons across complex enterprise data, runs Deep Research when needed and takes action through MCP.
Built for How Work Happens
[H4] Automate, share and work anywhere
Save and share Artifacts your team can build on,  stay productive on mobile and email, and turn multi-step work into reusable Skills (public preview soon).
Designed for Enterprise Scale
[H4] Scale securely on governance you already trust
Apply existing access controls, identity and budget governance automatically — so business users move fast inside Snowflake's secure perimeter.
Demo
[H2] See it in action: A morning with Snowflake CoWork
Watch how a VP of Sales could start the day with their AI work agent: a shared dashboard, Deep Research, a Slack to the field and a meeting-prep Skill turned into a weekly Automation.
[H2] Understand more. Act faster.
Answer the "why" questions that used to take days. Deep Research investigates across your full data estate and returns cited reports in minutes.
Slack, Gmail, Jira and Salesforce sit one MCP call away, and Microsoft Teams, Outlook and Exchange connect today through custom MCP.  Skip the tab switching and act right from the chat.
Get a personal agent that’s useful from day one. User Memory tailors to how you work, while auto-routing handles the right tools and skills (both public preview soon).
Cortex Sense (private preview soon) assembles your data, definitions and operational knowledge into one shared context layer every CoWork and CoCo agent reads.
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[IMG: Snowflake Intelligence dashboard showing thinking and explanation of sales trends and generating a bar chart]
[IMG: Snowflake Intelligence agent dashboard and team permissions]
[H2] Keep momentum going from wherever you are
Turn siloed answers into shared knowledge with saved charts and conversations that live as Artifacts your team can reuse.
Read morning briefs in Slack, approve agent-drafted emails and ask follow-ups from anywhere. Native iOS (including Face ID for login), the same governance framework as your desktop session.
Ask CoWork to make almost any file type — a PowerPoint deck, a PDF, a Google Doc — and get a finished product back without leaving the conversation (public preview soon).
Describe a multi-step process in plain English to create a Skill, share it with teammates in a catalog (public preview soon) and run it on demand.
Download for iOS
[H2] Maintain trust while scaling impact
Apply existing access controls, row-level policies and data masking automatically to every agent interaction.
Roll out to thousands of users with less manual setup via Okta or Microsoft Entra ID through SCIM.
Build, evaluate and monitor every agent from Agent Studio (generally available soon) with budget controls* to track usage costs at the team or workflow level.
Try Snowflake CoWork
[IMG: Fanatics logo]
Retail and consumer goods
“With Snowflake CoWork, we're empowering business users across Fanatics to unlock easy and highly accurate segmentation, accelerate enterprise cross-sell opportunities, and fuel our advertising business by building addressable audiences from our richest data.”
Maddy Want,
VP of Data, Fanatics
2B+ daily signals across Fanatics’ operational companies
100M+ fans, each with hundreds of attributes
Read the case study
[H2]
Snowflake CoWork Launch PartnersTECHNOLOGY PARTNERS & DATA PROVIDERSCONSULTING PARTNERS
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show moreGet Started
[H2] Get Snowflake CoWork in Your Enterprise Today
Try it free, build your first Cortex Agent or connect your enterprise systems. Over 9,100 customers use Snowflake AI products every week.**
[H2] Start your 30-daySnowflake trial today
$400 in free credits
Immediate access to the AI Data Cloud
Enable your most critical data workloads
Start for free
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[H5] Try Snowflake CoWorkAsk your enterprise data anything, take action across your tools and get answers grounded in Snowflake data. Start today.
Try now
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[H5] Build your first Snowflake Cortex agent Walk through Cortex Agent setup, MCP connection and a test deployment in our quickstart guide.
View the quickstart
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[H5] Stay in the know Join the community forum to ask questions, get product updates, and explore use cases across sales, finance, operations and beyond.
Join the conversationSnowflake CoWork
[H2] Frequently Asked Questions
Snowflake CoWork (formerly Snowflake Intelligence) is the personal work agent where you work smarter. Available at ai.snowflake.com, it gives knowledge workers one place to ask questions of their enterprise data, get cited answers, automate multi-step work as Skills (public preview soon), and take action across Gmail, Jira, Slack, Salesforce and more — all within Snowflake's governed platform.
Snowflake Intelligence is now Snowflake CoWork. The name evolved alongside the product, which has expanded from conversational analytics to a personal work agent that reasons across your data, automates routine tasks and acts in the tools your business already uses. Existing customers do not need to take any action because of the name change.
Snowflake CoWork gives every user one personal agent that automatically routes each question to the right data, tools and skills with user-centric memory (Agent Memory, public preview soon) and connections (MCP) that follow you across sessions. Auto-generated business context (Cortex Sense, private preview soon) means the agent understands your data from day one without manual semantic-model setup.
Deep Research runs multiple agents in parallel to analyze structured data, documents and external context together, producing a fully cited report that explains what is happening, why and what to do next. It complements Extended Thinking's precise, single-turn analysis with broader, cross-enterprise context.
Data agents are specialized AI entities within Snowflake CoWork. The Agent Router (private preview soon) automatically directs each request to the most relevant data agent. Each agent is scoped to specific data sources and domains, interprets user questions, securely analyzes relevant data, and returns more accurate, governed responses.
Yes. User Skills will let any user capture a repeatable workflow in natural language — a Monday recap, a variance analysis, a follow-up email — and run it on demand. Automations (public preview soon) and time-based subscriptions can deliver scheduled briefs and anomaly alerts to email, Slack or mobile, so the agent proactively surfaces what matters.
Snowflake CoWork inherits Snowflake's existing access controls, row-level policies, and data masking automatically. Admins may provision users via Okta or Microsoft Entra ID through SCIM, and can manage AI costs with budget controls, and build, eval and monitor every agent from Agent Studio (public preview soon).
[H2] Where Data Does More
Start for freeWatch a demo*Public preview
**The average of the last 4 weeks of the quarter ended January 31, 2026, counted based on capacity and on-demand accounts using Snowflake AI features on a weekly basis via our internal classification.
Forward-looking statement: This content contains forward-looking statements, including about our future product offerings, and are not commitments to deliver any product offerings. Actual results and offerings may differ and are subject to known and unknown risk and uncertainties. See our latest 10-Q for more information.

Skip to contentSummit Builder Keynote DebutBroadcast live on June 23Register nowPricing OptionsOverviewCost & Performance OptimizationPricing Calculator
[H6] Resources
[H1] Snowflake Pricing
We keep pricing simple with a consumption-based pricing model. Explore the details of our pricing model and how you can easily understand costs. For a view of all specific pricing related information, view the consumption table.
[H6] Platform:
[H6] Region:
[H4] Standard
An entry-level, introductory offering providing access to core functionality.
Get StartedIncludes
All core platform functionality with fully managed elastic compute
Security with automatic encryption of all data
Snowpark
Data sharing
Optimized storage with compression and Time Travel
+ more
View All Features
[H4] Enterprise
Most popular and addresses the needs of high-growth, large-scale customers.
Get StartedALL STANDARD EDITION FEATURES +
Ability to use multi-cluster compute
Granular governance and privacy controls
Extended Time Travel windows
+ more
View All FeaturesMost Popular
[H4] Business Critical
Offers functionality for highly regulated industries with regulations of sensitive data.
Get StartedALL ENTERPRISE EDITION FEATURES +
Tri-Secret Secure
Access to private connectivity
Failover and failback for backup and disaster recovery
+ more
View All Features
[H4] Virtual Private Snowflake
Virtual Private Snowflake (VPS) includes all the features of Business Critical Edition, but in a completely separate Snowflake environment, isolated from all other Snowflake accounts.
Talk to Sales
[H2] Optimized Storage
A monthly fee for data stored in Snowflake is calculated using the average amount of storage used per month, after compression, for data ingested into Snowflake.
There are two ways to buy the Snowflake Service: On-demand or pre-paid capacity.
Download Snowflake Pricing Guide
[H4] On-Demand Storage
Pay for usage month-to-month.
Price shown above reflects the list price. To view capacity storage discounts, please refer to Table 3(a) in the Snowflake Service Consumption Table.
[H2] A fully managed product delivers simplicity and better TCO
Snowflake takes care of infrastructure management and provides the ease-of-use that only a unified, fully managed product can deliver.
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Over 7,200 brands mobilize their data with Snowflake
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[H2] Drive more efficiency with Snowflake
Whether you’re just getting started with Snowflake or looking to get the most out of your existing deployment, check out these resources to help you forecast, understand and optimize costs.
Modernize your data ecosystem
[H2] Migrate to the AI Data Cloud
Moving from on-premises to the cloud or between clouds, Snowflake helps you have a seamless journey with low-risk and cost-effective AI-powered solutions.
Free code conversion tools
Ecosystem of migration partners
Most critical data workloads enabled
Visit the Migration Hub
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White Paper
[H5] Definitive Guide to Managing Spend in Snowflake
Read now
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Course
[H5] Cost Management Bootcamp - AI Data Cloud Academy
Register now
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Docs
[H5] Manage Costs in Snowflake
Read now
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Docs
[H5] Optimizing Performance on Snowflake
Read now
[H2] Where Data Does More
Start for freeWatch a demo

Skip to contentSummit Builder Keynote DebutBroadcast live on June 23Register nowPlatformOverview
[H6] Features
[H6] Use Cases
ResourcesNEW Snowflake CoCo: Available where you build
[H2] Snowflake CoCo
Your data-native AI coding agent. Turn your complex data engineering, analytics and AI workflows into simple conversations.
Start building for freeMac / LinuxWindows (Native)
[H5] Install CoCo CLI
curl -LsS https://ai.snowflake.com/static/cc-scripts/install.sh | sh
[H5] Download CoCo Desktop
[H5] Mac with Apple silicon
Download
[H5] Mac with Intel processor
Download
[H5] Install CoCo CLI
irm https://ai.snowflake.com/static/cc-scripts/install.ps1 | iex
[H5] Download CoCo Desktop
[H5] Windows (Intel/AMD) (User)Most Windows PCs
Download
[H5] Windows (Intel/AMD) (System)Most Windows PCs
Download
[H5] Windows (ARM) (User)Surface Pro X and similar devices
Download
[H5] Windows (ARM) (System)Surface Pro X and similar devices
DownloadGet started in your browser
[H5] Use in Snowsight
[H5] Sign in to your Snowflake account
Sign in
[H5] Sign up for a Snowflake account
Download
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[H6] TUESDAY, JULY 21 | 10 AM PT
[H4] This month's AI breakthroughs, in 60 minutes
Check out what's new in Snowflake AI, see it run in a demo, go deep on a real use case, ask our team anything — then put it all to work.Save my seatOverview
[H2] Build with Snowflake CoCo wherever you work
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Desktop
[H4] Snowflake CoCo Desktop
A Snowflake-native desktop IDE that offers one governed surface to build across your data stack.
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Terminal
[H4] Snowflake CoCo CLI
A terminal-native AI coding agent that connects your local development environment to your data stack.
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Browser
[H4] Snowflake CoCo in Snowsight
A persistent coding agent available across Snowflake Workspaces, Notebooks and other Snowsight UI workflows.
[IMG: Verified by agent owner badge]
Existing Tools
[H4] Snowflake CoCo Extensions
Run CoCo directly in your IDE, bringing data-native agentic coding into tools you already use.
Benefits
[H2] Accelerate Your Enterprise Data Lifecycle with Snowflake CoCo
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[H4] Build exponentially faster from a simple conversation
Create data pipelines, analytics, ML models, apps and AI agents in plain language.
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[H4] Do reliable work with an agent that knows your stack
CoCo can read your catalog, lineage and RBAC policies, so generated code references real objects with correct permissions.
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[H4] Fit into your tools and workflows without imposing new ones
Work wherever you already work — Snowflake, your terminal, or IDE — with a governed agent for enterprise scale.
Faster innovation
[H2] Imagine, build and ship at the speed of your ideas
Identify data and build pipelines across dbt, Apache Airflow,®1  Postgres, Spark and AWS Glue in natural conversations.
Generate fully executable ML pipelines autonomously, ready to run directly in Snowflake Notebooks.
Create apps and agents grounded in your enterprise data, governance and compute context.
"Snowflake CoCo is becoming a core part of how we operate as a company. We’re rolling it out across the entire organization, not just our data team. Because it understands our data, our environment, and our governance, teams can build and automate workflows on top of trusted data without needing specialized expertise."
[H5] Matt Luizzi
VP of Analytics, WHOOP
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Strong data foundation
[H2] Tap into an agent harness designed for data, not just code
CoCo’s behavior is grounded from the first prompt because it’s familiar with your enterprise context including catalog, lineage, RBAC, compute and pipeline dependencies.
Ditch generic code wrappers for built-in, Snowflake-specialized tooling like semantic catalog search, data diffing, sandboxed runtimes and more.
Simplify complex multi-step data tasks automatically. Orchestration coordinates sub-agents and routes between models to balance cost and accuracy automatically.
Explore the documentationNative and embedded
[H2] CoCo is available where you build
Work natively in Desktop, CLI or Snowsight, with full enterprise data context across different surfaces.
Integrate into your existing IDE or tools through the CoCo extension for VS Code, CoCo plugin for Claude Code or Agent Client Protocol, supporting 30+ editors.
Embed CoCo into agents and automated workflows via the SDK, MCP server and Async API.
[IMG: Shelter Insurance logo]
“CoCo helps us reduce friction in everyday data and AI development while maintaining the controls and oversight we need in a regulated environment. Our teams can build faster with the context they need to be successful.”
[H5] Vibhor Gupta
VP of Enterprise Data & AI, Shelter Mutual Insurance
[IMG: Interact with Snowflake CoCo wherever you work]
[IMG: Shelter Mutual Insurance logo]
Enterprise-ready by design
[H2] Leverage built-in extensibility, interoperability and customization
Manage permissions and usage policies through centralized configuration and fine-grained controls.
Connect to Jira, GitHub and other agents in your developer toolchain via out-of-the-box Model Context Protocol (MCP) support. Embed into agents and automated workflows via the SDK, MCP server and Async API.
Build, share and refine specialized agent skills, or migrate existing workflows from other coding agents using the open agents.md framework.
Choose between models, including Claude Opus 4.7, Claude Sonnet 4.7 and GPT 5.4, for quality, latency and cost.
[IMG: United Rentals logo]
“CoCo helps our engineers improve the performance of our business intelligence tools, meaningfully reducing the time it takes to improve quality and speed of natural language query responses.”
[H5] Tony Leopold
Chief Technology and Strategy Officer, United Rentals
[H3] Ready to get started with Snowflake CoCo?
Start for freeView the docsResources
[H2] Explore CoCo Developer Guides
Learn how to build using Snowflake's native AI capabilities, with CoCo as your AI coding assistant.Quickstart
[H4] Build an End-to-End Application Using CoCo on Snowflake
JUN 08, 2026AIApplications & CollaborationData EngineeringQuickstart
[H4] Build Routing Solution in Snowflake with Snowflake CoCo
MAR 08, 2026AIApplications & CollaborationAnalyticsQuickstartCertified Solution
[H4] Deploy Route Optimization Demo with Snowflake CoCo
FEB 26, 2026AIApplications & CollaborationAnalyticsView all guidesGet Started
[H2] Take the next step with Snowflake
[H2] Start your introductory trial with $40 in free credits²
Accelerate end-to-end development
Context-aware by default
Open, extensible and production-ready
Start for freeAlready have a Snowflake account?
[IMG: Screenshot of CoCo in Snowsight]
[H5] Download CoCo Desktop
Explore the docs
[IMG: Screenshot of CoCo CLI]
[H5] Install CoCo CLI
Explore the docs
[IMG: Screenshot of CoCo in Snowsight]
[H5] Use CoCo in Snowsight
Explore the docsSnowflake CoCo
[H2] Frequently Asked Questions
Snowflake CoCo is the first truly Data-native AI coding agent, built to speed time to value across modern data stack. Deeply aware of your enterprise's data, compute, governance, and operational semantics. It works directly inside Snowflake, using your governed data, metadata and permissions to generate accurate, production-ready code so you can move from idea to execution faster.
Yes. Snowflake CoCo is simply the new name for Cortex Code. The product functionality and architecture remain the same. The rename reflects a broader vision for AI-powered development within Snowflake, but existing capabilities and workflows are unchanged.
Together with Snowflake CoWork, CoCo provides customers with an agentic control plane that lets them manage and orchestrate agent behavior.
Snowflake CoCo is billed based on token consumption. Snowflake also offers trial access with free credits for new users. For the latest pricing details: View Snowflake pricing for the latest details.
CoCo is available across multiple interfaces so you can work where you already build:
Desktop App: Full agentic development on data available in a native desktop IDE
Snowsight: Built into Snowflake for SQL, notebooks and analytics workflows
CLI: Runs in your terminal for local development, automation and CI pipelines
All interfaces share the same core capability: CoCo understands your Snowflake environment and generates code grounded in your real data and permissions.
CoCo Skills are built-in specialized workflows that allow CoCo to complete complex data and development tasks for you. These include things like:
Searching your data catalog
Generating and running SQL
Parsing dbt projects
Comparing datasets and validating outputs
You do not need to (although you can) invoke Skills manually. Simply describe what you want in natural language and CoCo automatically selects and coordinates the right tools. To learn more, explore Snowflake CoCo documentation.
[H2] Build Faster with Cortex Code CLI
Accelerate end-to-end development
Open, extensible and production-ready
Secure by design
Start for free* Private preview, † Public preview, ‡ Coming soon¹ "Apache Airflow” is a registered trademark or trademark of the Apache® Software Foundation in the United States and/or other countries.
²Includes $40 USD for inference credits for the first 30 days of trial. After 30 days, you will be charged a $20 USD monthly subscription fee. Standard Snowflake data platform consumption (e.g., compute or storage) fees apply and are billed separately per the Snowflake Self-Service On-Demand Terms. You may cancel anytime.