---
title: "Why AI Pilots Fail in Production - And How Context Fixes It"
url: "https://atlan.com/know/enterprise-context-layer/videos/why-ai-pilots-fail-in-production/"
description: "See how Atlan's context layer turns AI pilots that work in demos into production systems people actually trust."
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/

See how Atlan's context layer turns AI pilots that work in demos into production systems people actually trust.

## About this video

- Watch: [https://www.youtube.com/watch?v=5vQ0lNB2hfQ](https://www.youtube.com/watch?v=5vQ0lNB2hfQ)
- Length: 10 min
- Part of the [Enterprise Context Layer hub](https://atlan.com/know/enterprise-context-layer/).

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- [What Is a Context Layer for AI Systems? Complete Guide [2026]](https://atlan.com/know/enterprise-context-layer/videos/what-is-a-context-layer/) (video, 10 min)
- [Why Context - Not Smarter Models - Is the Next Frontier of AI](https://atlan.com/know/enterprise-context-layer/videos/why-context-not-smarter-models/) (video, 8 min)

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