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AssetsNew AI Development LifecycleContext Engineering
today

Govern and Deploy the Semantic Context Your Cortex Analyst Agents Depend On

πŸŽ‰ What's new

Snowflake semantic views are now cataloged directly into Atlan as an open context layer home for the metric definitions that Cortex Analyst, Talk-to-Data and more agents depend on.

Atlan ingests the full hierarchy: the semantic view plus its logical tables, dimensions, facts, and metrics as discoverable, governable assets.

Because these views are the same objects Cortex Analyst runs on, cataloging them closes the gap between your governed metric definitions and the agents querying them.

And Atlan Context StudioΒ lets you build and deploy new agents and semantic views from Atlan with the context they for agents that return accurate, governed answers

✨ Let's dig deeper

Here's what this looks like in practice and how it connects to Context Studio.

  • Search for any semantic view and open its asset profile to see its logical tables, dimensions, facts, and metrics in one place.
  • Feed these cataloged views directly into Context Studio, where they act as the primary execution surface. Context Studio either attaches to an existing semantic view or generates and updates its definition, with Atlan staying the source of truth.
  • Apply the same governance you use elsewhere, like certification, ownership, README, and tags, to make a view trusted before it powers a production agent.
  • Note: if your crawler role lacks the required grants, semantic views are skipped without failing the workflow, so an existing crawl won't break.

πŸ‘ Give it a shot

To start using semantic views:

  1. Check the Snowflake permissions on your Atlan<>Snowflake connection
  2. Run or schedule a metadata sync for your Snowflake connection.
  3. Use global search and filter by asset type β†’ Semantic view.
  4. Open a semantic view to explore its Entities, Relationships, and Metrics tabs.
  5. From there, point a Context Studio context product at the view to power an AI analyst.

πŸ“˜ Full setup guide here.Β 

Finally, if you are at Snowflake Summit this week, come say hello and learn more about Snowflake+Atlan together!