Building Production-Ready AI Analysts
In this session, Atlan and Snowflake show you how to bootstrap enterprise context from your existing data estate, standardize it with Open Semantic Interchange, and ship AI analysts that actually understand your business.
What you'll see
01
Production-Ready AI Analysts Framework
Why AI analysts fail in production — not because of the model, but because the context is scattered and inconsistent — and a framework for solving enterprise context challenges.
02
Semantic Views & Open Semantic Interchange
How OSI creates standardized business semantic expression, enabling any AI system to understand the same context without rebuilding for each platform.
03
Context Studio Demonstration
Live demos showing how Context Studio auto-generates column descriptions, links business terms, identifies metrics, and validates context through simulation-based testing.
04
Cross-Platform Context Deployment
See context flow through OSI across different AI interfaces including Snowflake Cortex, Claude, and custom agents, demonstrating standardize-once-deploy-anywhere capabilities.
Explore the context layer with Atlan
WTF is the Context Layer?
A bi-weekly live series for AI leaders. One burning question per episode, an open AMA, and guests who've actually built context layers.
Register for the Series
The Enterprise Context Layer
Guides on what the context layer is, how it works, and how teams are building it for AI agents on Snowflake, Databricks, and dbt.
Explore the Guide
See the Context Layer in Action
Watch how Atlan bootstraps enterprise context from your existing data estate, standardizes it, and deploys an AI analyst.
Watch Demos