Playbook: AI Governance, Compliance & Risk Management

Practical governance patterns, policy templates, and audit‑ready controls to balance safe, compliant, and innovative AI use.


Checklist

AI Governance & Policy Quick-Start Checklist

An interactive, saveable checklist to establish and track core AI governance elements: roles, policies, model registry, review gates, logging, third-party model handling, monitoring, and next steps.

Members:
Audit

Model Risk Assessment & Audit Template

Interactive, structured audit template to evaluate model risk across model description, data lineage, explainability, performance, access and operational controls, monitoring, remediation steps, and overall risk rating. Saves structured responses to support governance, audits, and regulatory needs.

Members:
Audit

Model Risk Assessment Workbook

An interactive, saveable workbook to assess model risk across lifecycle stages, document controls and explainability needs, score criticality, and capture prioritized mitigation actions for governance and audit evidence.

Members: