Enterprise AI Exposes Security Visibility And Control Gap

A briefing published by the AIUC-1 Consortium, developed with Stanford’s Trustworthy AI Research Lab and input from more than 40 security executives, reports that in 2025 enterprise AI moved from pilots to production systems handling customer data and business transactions. The report documents a resulting gap between autonomous AI agents’ capabilities and security teams’ ability to observe or control them, raising operational and compliance risks.