# Why AI Agents Fail In Production And What The Execution Gap Means

> Source: <https://www.machinebrief.com/news/why-ai-agents-fail-in-production-and-what-the-execution-gap-4et5>
> Published: 2026-08-14 10:00:00+00:00

# Why AI Agents Fail In Production And What The Execution Gap Means

By Asen Lei, Forbes Councils MemberSource:

[Forbes Innovation](https://www.forbes.com/innovation/)What actually stalls

[agentic AI](/glossary/agentic-ai)projects is that even when the model knows what to do, the system can't reliably do it.Get AI news in your inbox

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