---
title: "Context for AI Analysts: See Atlan's Context Studio in Action"
url: "https://atlan.com/live-demo-series-context-studio-ai-analysts-2026/"
description: "See how Atlan's Context Studio helps teams bootstrap enterprise context, escape testing hell, and ship AI analysts that understand your business. Register for the live demo."
---

> Atlan is hosting Context Conference, bringing together the leaders and builders at the frontier of giving AI the context it needs to understand their business. It runs online on October 28, 2026, from 11:00 AM to 2:00 PM ET. Atlan co-founder Prukalpa Sankar opens and closes the day. Leaders from AstraZeneca, BNY and Verizon share why they invest in context and what they get from it. Registrants get early access to The AI Context Gap, a new study from MIT Technology Review Insights. Register: https://atlan.com/context-conference/

**Atlan in Action live demo with Snowflake: Context for AI Analysts.** See how Atlan's Context Studio helps teams bootstrap enterprise context, escape testing hell, and ship AI analysts that understand your business. For data and analytics teams getting AI analysts into production.

**Status as listed on the page:** Concluded / Mar 11 / Virtual. Recording: [https://atlan.com/live-demo-series-context-studio-demo-recording/](https://atlan.com/live-demo-series-context-studio-demo-recording/).

## About this session

Atlan's Context Studio team is joined by Josh Klahr, who leads AI-Powered BI at Snowflake and helped build Open Semantic Interchange, for a live walkthrough of what it takes to get AI analysts into production.

You get a clear view of why context is so hard to get right, a practical introduction to semantic views and Open Semantic Interchange (OSI), and live demos showing how to build context, validate it, and deploy it across any AI interface: Snowflake Cortex, Claude, or your own agents.

## Speakers

- Josh Klahr, Head of Product Management for AI-Powered BI, Snowflake
- Deb RoyChowdhury, Staff Product Manager, Atlan
- Anirudh Agarwal, Senior Software Engineer II, Atlan

## What you'll see

1. **Why context is the real bottleneck.** Why AI analysts fail in production: not because of the model, but because the context is scattered, inconsistent, and impossible for AI to consume as-is. A framework for what "solving context" means at the enterprise level.
2. **What is a semantic view and why does it matter?** How Open Semantic Interchange (OSI) creates a standard for expressing business semantics, so the same context can be understood by any AI system: what a semantic view is, how OSI was designed, and why standardizing this layer matters for scalable AI-powered BI.
3. **Atlan's Context Studio in action.** A live demo of how Context Studio bootstraps enterprise context from what you already have (auto-generating column descriptions, linking business terms, surfacing key metrics) and then validates it through simulation-based testing so you can ship with confidence.
4. **Context travels across interfaces: Atlan + OSI in action.** Context built in Context Studio flows through OSI and surfaces in different AI interfaces without rebuilding it for each one. Standardize once and deploy anywhere: Snowflake Cortex, Claude, or a custom-built agent.

## Customers

Trusted by 500+ AI-forward enterprises. Customers shown: Mastercard, HubSpot, Zoom, Dropbox, Autodesk, Nasdaq, Fox, GitLab, Unilever, Workday, Elastic, NHS, Affirm, General Motors, easyJet, Medtronic, New York Life, Grainger.

Customer videos ("The only proven way to create context"): DigiKey: Context Readiness (Sridher Arumugham) / CME Group: Context at Speed (Kiran Panja) / Mastercard: Context by Design (Andrew Reiskind) / Virgin Media O2: Context for All (Mauro Flores).