Leila Underwood

A legally binding EU framework now carries €35 million fines for AI violations.

Most enterprises use AI daily but lack operational controls to govern it.

Logging captures breaches after they happen; enforcement policies stop them before they scale.

Most enterprises give AI agents too much access and monitor the wrong identities entirely.

Most organizations document AI governance but fail to enforce it where systems actually run.

Malicious tool components can poison AI agents at machine speed across every system they reach.

When AI agents gain system access, prompt injection attacks move from embarrassing to catastrophic.

Enterprises are deploying AI agents at scales their access controls were never designed to handle.

97% of AI agents inherit excessive permissions they don't need to function.

Agents expose permissions at machine speed, making traditional access control testing obsolete.

Leaked credentials sit active for years while agent deployments outpace security controls.