---
title: "Discussion on \"95% of AI Pilots Fail. Here's What I See From the Inside.\" | Hashnode"
description: "Discussion on \"95% of AI Pilots Fail. Here's What I See From the Inside.\". Why most enterprise AI pilots never reach production, and the 5 patterns the teams that actually ship are getting right"
url: "https://hashnode.com/posts/95-of-ai-pilots-fail-here-s-what-i-see-from-the-inside/69f962d446610fd606582f09"
---

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# [95% of AI Pilots Fail. Here's What I See From the Inside.](https://karthikk.hashnode.dev/95-of-ai-pilots-fail-here-s-what-i-see-from-the-inside?utm_source=hashnode&utm_medium=feed)

Why most enterprise AI pilots never reach production, and the 5 patterns the teams that actually ship are getting right

May 5 · 6 min read · karthikk.hashnode.dev  
Updated May 7  
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-   [#ai-agenticai-enterpriseai-productionai-aiarchitecture](https://hashnode.com/tag/ai-agenticai-enterpriseai-productionai-aiarchitecture)

## Written by

[Karthik Karunanithi](https://hashnode.com/@karthik006)

@karthik006 · California

  
[View profile](https://hashnode.com/@karthik006)

Solution Architect at IBM | Production Agentic AI, MCP, Enterprise Architecture

Solution Architect at IBM with 12+ years in enterprise software, cloud, and applied AI. I write about what production agentic AI actually looks like, the parts that don't fit the marketing. Senior Member, IEEE.

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