---
title: "Watch Two AI Agents Handle the Same Refund: Atlan Context Demo"
url: "https://atlan.com/know/enterprise-context-layer/videos/two-agents-same-refund-context-demo/"
description: "A live Activate 2026 demo: two agents on the same LLM answer the same customer refund question - one powered by Atlan's context layer, one without - showing why context is what makes agents production-grade."
keywords: "atlan, context layer, video"
---

> 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/

A live Activate 2026 demo: two agents on the same LLM answer the same customer refund question - one powered by Atlan's context layer, one without - showing why context is what makes agents production-grade.

## About this video

- Watch: [https://www.youtube.com/watch?v=0HAXbIAtHSI](https://www.youtube.com/watch?v=0HAXbIAtHSI)
- Length: 5 min
- Part of the [Enterprise Context Layer hub](https://atlan.com/know/enterprise-context-layer/).

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