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Models, margins and the business decisions behind applied AI. Reporting and analysis from Fathom Tech.

AI governance moves from observability to provable control
AI Business

From Logs to Proof: How Enterprise AI Governance Must Evolve for Autonomous Agents

As AI agents move into production and begin delegating tasks across systems, enterprises face a new governance challenge: proving not just what agents did, but what they were authorized to do. The shift demands contextual authorization, cryptographic evidence and sovereign infrastructure.

·8 min read

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