Create a single source of truth from all your customer, product, supplier, asset, financial, reference data in your Snowflake Hybrid Tables or Postgres. Enrich data from our 150+ prebuilt SemQL functions, the Snowflake Marketplace, or your 3rd-party data providers. Enforce data quality and governance policies with deterministic rules and Cortex AI functions automatically or with workflows requiring human stewardship. 

Collaboratively build and deliver data products like software using tools your engineers and developers already trust. Design Experience (DXP) is a VS Code extension that provides SQL-like, visual modeling, form-based or agentic data engineering with custom, prebuilt skills. Integrate directly with your CI/CD pipelines and use any Git tool (GitHub, GitLab etc.) for source control, versioning, and rollbacks.

Allow any team, application or AI agent to easily find and consume data products with access governed by Snowflake RBAC and policies configured at design time in DXP. Consumption interfaces and documentation are dynamically generated for multiple users (web-based data apps), applications (APIs) and AI agents (MCP servers) – all in a single data product and reusable everywhere without leaving Snowflake.

Let your data scientists train ML models and deploy production features faster. Ground Snowflake Intelligence answers, Cortex Agents data retrieval and Gen AI applications with certified golden records embedded with semantic context, domain-specific reasoning instructions and fully explainable lineage of every data transformation or agent action – no black box.