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[ Journal ]/Avanor field notes

Governing the agents
your enterprise already ships.

Writing on AI agent governance, audit-grade evidence, and the regulations rewriting what compliance means for autonomous software.

Latest/August 23, 2026

Why insurers (and most regulated companies) still can't let agents decide

Risk owners want the gains from agentic AI. What stops them is not regulation or model quality, but the inability to prove what an agent did at scale.

ai-governanceagentic-aiinsuranceaudit-evidence
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More writing
June 2, 2026

The Production Gap Isn't a Model Problem

59% of enterprise AI never reaches production. The model is rarely the blocker. What stops AI at the threshold is the inability to govern what an agent does and prove what it did. Here's the evidence, and what closes the gap.

AI governanceagentic AIcomplianceaudit
Avanor blog cover: a translucent glass triquetra on a black background, with the title "The Production Gap Isn't a Model Problem."
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