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Blog

Control planes, audit trails, and how to stay in control

Real cases, integration tips, and why one gate for AI agents changes the outcome.

February 7, 2025
Real-world AI agent failures—and how a control plane would have helped
Public incidents where AI agents got it wrong: wrong policy, wrong refunds, wrong data. One gate would have changed the outcome.
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February 1, 2025
Why AI agents need a control plane
AI agents can take irreversible actions. A single gate—your policies, full audit—is the only way to stay in control.
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January 28, 2025
Audit trails that satisfy compliance and insurers
What makes an audit trail defensible to regulators and insurers? Determinism, immutability, and human-override visibility.
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