---
title: "57% of enterprises have watched AI agents be confidently wrong. The fix is an agentic context layer, but who has one?"
date: 2026-07-10
source: http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a5174d046e14685a5f8ae6f60e924a3&url=https%3a%2f%2fventurebeat.com%2fdata%2f57-of-enterprises-have-watched-ai-agents-be-confidently-wrong-the-fix-is-an-agentic-context-layer-but-who-has-one&c=5166890999615239813&mkt=en-us
description: "A VB Pulse survey of 101 enterprises finds 57% traced a wrong AI agent answer to bad context, and only 25% have a governed context layer in production."
---

# 57% of enterprises have watched AI agents be confidently wrong. The fix is an agentic context layer, but who has one?

A VB Pulse survey of 101 enterprises finds 57% traced a wrong AI agent answer to bad context, and only 25% have a governed context layer in production.

*Published: 2026-07-10*