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Governance Operations
Stand up NIST AI RMF + ISO 42001-aligned governance across policy, inventory, and lifecycle controls.
Command Center · AI Governance & Risk Telemetry
AI governance and risk telemetry — delivered as a service to boards, banks, and regulated enterprises. Institutional-grade oversight without hiring a full-time chief.
GPAI obligations enter force; codes of practice binding for signatories
AI RMF Generative AI Profile v1.1 published
Updated model risk guidance clarifies scope for agentic systems
Predictive data analytics rule — final compliance date approaching
SR 11-7 supplement: third-party AI vendor lineage expectations
ISO/IEC 42005 AI impact assessment guidance released
Consumer Duty guidance extended to AI-driven pricing models
GPAI obligations enter force; codes of practice binding for signatories
AI RMF Generative AI Profile v1.1 published
Updated model risk guidance clarifies scope for agentic systems
Predictive data analytics rule — final compliance date approaching
SR 11-7 supplement: third-party AI vendor lineage expectations
ISO/IEC 42005 AI impact assessment guidance released
Consumer Duty guidance extended to AI-driven pricing models
Policies for LOD independence in agentic pipelines
AI system lifecycle risk treatment plan
Ongoing monitoring of model performance drift
Risk management system across full lifecycle
Adversarial robustness testing cadence
Sensitive information disclosure controls
Reconnaissance TTPs for foundation models
Policies for LOD independence in agentic pipelines
AI system lifecycle risk treatment plan
Ongoing monitoring of model performance drift
Risk management system across full lifecycle
Adversarial robustness testing cadence
Sensitive information disclosure controls
Reconnaissance TTPs for foundation models
Widget · Interactive
1st/2nd/3rd LOD separation for AI systems.
How much authority AI agents hold in production.
Traceability of training and inference data.
Completeness of the enterprise AI system register.
Governance depth on vendor / foundation models.
Risk Surface Map
Score 50
Developing
Material gaps. Prioritize LOD and lineage.
§ Services
04 engagement models
Stand up NIST AI RMF + ISO 42001-aligned governance across policy, inventory, and lifecycle controls.
Instrument model, agent, and vendor behavior for continuous monitoring and board-grade reporting.
Translate technical exposure into fiduciary language for boards, audit committees, and examiners.
Embedded fractional Chief AI Officer for regulated enterprises during buildout or remediation.
§ About
I operate at the intersection of AI capability and institutional risk — helping boards and executive teams understand what their AI systems actually do, where the exposure lives, and how to govern it credibly.
Prior work spans model risk, agentic system deployment, third-party AI lineage, and regulatory response across financial services, healthcare, and critical infrastructure.
Operates in
§ Briefings
Coming soonDraft · Q4 2026
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Draft · Q4 2026
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Draft · Q4 2026
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