# Enterprise AI survey finds production failures persist after internal approval

_Tuesday, August 18, 2026 at 11:35 AM EDT · AI · Latest · Tier 2 — Notable_

![Enterprise AI survey finds production failures persist after internal approval — Primary](https://images.ctfassets.net/jdtwqhzvc2n1/4SgXUYzHiyxkbOaJ4IzQsD/e241188ade4753ec20b014140fde3656/Carl_Franzen_minimalist_flat_retromodern_expressionist_simple_s_e483f3e4-ed45-45e5-9b15-37c175cd7b87.png?w=800&q=75)

VentureBeat's July survey of 108 enterprises found that 49% had seen an AI agent or LLM feature pass company testing and later create a customer-visible problem. Among respondents reporting such an incident, 85% were pursuing limited or planned deployments that can change systems or push code without human approval. The survey says 26% used automated inline quality assertions for live output checks, while its sample was self-selected and should be read directionally.

## Sources

- [VentureBeat](https://venturebeat.com/data/85-of-companies-burned-by-an-ai-mistake-are-racing-to-cut-the-humans-who-might-catch-the-next-one)

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Retrieved: 2026-08-18T19:32:48.790Z
Publisher: Tech & Business (techandbusiness.org)