---
title: "Discussion on \"Your AI Agent Isn’t Hallucinating. Your Enterprise Context Is Broken.\" | Hashnode"
description: "Discussion on \"Your AI Agent Isn’t Hallucinating. Your Enterprise Context Is Broken.\". Most AI agent hallucinations in enterprise systems start with broken context, not bad models. ✅ Learn how to design a context layer that keeps agents grounded."
url: "https://hashnode.com/posts/your-ai-agent-isn-t-hallucinating-your-enterprise-context-is-broken/6af319c6042fa071f0035146"
---

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# [Your AI Agent Isn’t Hallucinating. Your Enterprise Context Is Broken.](https://denis-salatin-lumitech.hashnode.dev/your-ai-agent-isn-t-hallucinating-your-enterprise-context-is-broken?utm_source=hashnode&utm_medium=feed)

Most AI agent hallucinations in enterprise systems start with broken context, not bad models. ✅ Learn how to design a context layer that keeps agents grounded.

3d ago · 8 min read · denis-salatin-lumitech.hashnode.dev  
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-   [#lumitech](https://hashnode.com/tag/lumitech)
-   [#denis-salatin](https://hashnode.com/tag/denis-salatin)
-   [#ai-agent](https://hashnode.com/tag/ai-agent)
-   [#hallucination](https://hashnode.com/tag/hallucination)

## Written by

[Denis Salatin | Founder & CEO at Lumitech](https://hashnode.com/@denis-salatin)

@denis-salatin · Dubai, UAE

  
[View profile](https://hashnode.com/@denis-salatin)

I used my DevOps experience to build Lumitech, a company built on impact, not features.

I started as a hands‑on engineer in custom software development, working with fast‑growing and enterprise clients. Over time, I learned how complex and painful software delivery can be, even for Fortune 100 companies. I used that experience to build Lumitech in Dubai, which has grown 850% since 2022. Today, we help companies solve complex problems and deliver real business impact through custom, AI‑driven software. We don’t aim to change the world — just to create meaningful impact where it matters.

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