Writing
Operator-grade thinking on production AI, agent governance, and the path from pilot to audited deployment.
Why Strategy Firms Can't Ship Production Agents
The handoff problem between roadmaps and running systems — and the one-team model that fixes it
Strategy firms excel at framing the opportunity. They don't own the last mile — observable, governed agents on real traffic. The structural reasons why — and what to do instead.
Read essay →Agent Observability: What Boards and Regulators Actually Need
Logs, traces, and evaluations aren't optional for regulated AI — they're how you prove the agent is safe to operate
Boards don't ask whether you have an AI strategy. They ask what the agent did yesterday, whether it was correct, and who is accountable when it isn't. A practical framework for making agent behavior auditable.
Read essay →The Operator Model for Enterprise AI
Why the most advanced organizations build — and what regulated enterprises should copy
Sixty percent of enterprises are stuck in pilot purgatory. The Operator Model — build don't brief, trust engineered, one team owns the outcome — is how frontier organizations actually ship AI.
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