Governance for AI at scale

Risk frameworks that boards can use

AI risk is business risk. I translate technical complexity into board-ready risk categories — security, privacy, bias, reliability, and regulatory exposure — with clear ownership and mitigation plans.

• AI risk taxonomy by business function
• Mitigation playbooks and escalation criteria
• Third-party model and vendor assessments

Policy design that keeps pace with regulation

Regulation is moving fast. I help you build AI policies that satisfy current compliance requirements and adapt as the rulebook evolves — from EU AI Act readiness to sector-specific guidance.

• Acceptable-use and data governance policies
• Human oversight and approval workflows
• Documentation templates for audits and regulators

Board and executive education

I run tailored briefings and workshops that give board members and executives the vocabulary, mental models, and questions they need to govern AI effectively — without drowning in jargon.