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

10 Jul 2026 1 source

An enterprise AI agent answers with total confidence, but the number is wrong. Nobody catches it until someone traces it back to a stale metric definition or a document the retrieval system never pulled. The model did not fail. The context it was given did.In the past six months, 57% of enterprises

Sources

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

VentureBeat 10 Jul 2026

An enterprise AI agent answers with total confidence, but the number is wrong. Nobody catches it until someone traces it back to a stale metric definition or a document the retrieval system never pulled. The model did not fail. The context it was given did.In the past six months, 57% of enterprises