01
Technical judgment.
Testing commercial AI claims against the evidence and the mission.
AI & data · Strategy · Operations
Leading the business of AI.
I help leaders decide which AI is worth pursuing and what it will take to deliver. I’ve built the teams, operating model, and business behind that work.
Cryptologic linguist, then NLP builder, then AI practice leader. Today I help national security leaders decide which commercial AI is worth adopting.
02
Teams that deliver.
Connecting engineering, product delivery, and workforce capability.
03
The business of AI.
Building the operating model and organization behind repeatable delivery.
Selected writing
All writing & research- AI governanceUpdated September 20263 min readRead essay
Governance as a clearance system
Oversight is real when the conditions for approval are published in advance and a denial tells the team exactly what to do next.
- Organizational capabilityUpdated September 20263 min readRead essay
The hidden cost of automating expertise
When automation removes routine work, teams can also lose the practice that develops future experts.