21 years behind the badge.
Now I build the tools I wished it had.
Verification and commissioning tools for physical security.
- 21 years law enforcement
- Director of LE BD, AI video analytics
- Builder: onvif-mcp, AAR, EdgeProof
- Author, Notes from the Field
Agent Action Receipts
Signed, replayable proof of what an AI agent actually did.
Notes from the Field
What AI in physical security looks like from someone who spent 21 years as the end user.