
AI Agent Evaluation Gap: Five Findings from Enterprise Production Failures
A VentureBeat survey of 157 enterprises published in July 2026 found that half of organisations have shipped an AI agent to production that passed internal evaluations but then failed in front of a real customer. The finding exposes a systemic gap between evaluation coverage and real-world alignment that the industry has not yet solved.
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