Counsel at the seam between law and technology. For when you need someone who understands how the business, legal, and engineering questions intersect; who can read the code, draft the license, and tell you which risks actually matter.
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Practice
Two disciplines, one office
AI Governance
AI governance transforms the unpredictable nature of probabilistic, opaque models into a manageable business risk. It moves beyond reactive tracking of technical and legal shifts; instead, it embeds compliance into the system’s architecture. This ensures that every deployment aligns with policy and remains legally defensible through structural safeguards.
- Risk frameworks
- Policy automation
- Copyright and model analysis
- Deployment controls
Open Source
Effective open source governance treats community-driven code as a strategic asset. On the defense, it secures the supply chain and automates license compliance to eliminate "hidden" legal and technical debt. On the offense, a high-functioning OSPO turns open source participation into engineering leverage and faster time-to-market.
- OSPO design
- License strategy
- Conflict resolution
- Supply-chain audits
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Recent writing
19 entries · 2014 – 2023
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Ventures & collaborations
Model Monster
Corporate AI liability management. We use it with clients to turn system designs into risk reports and reusable evidence.
OSPOCO
Open Source Program Office, as-a-service. We partner on policy, automation, and community strategy.