Free Playbook
The AI Governance Committee Playbook
The AI Governance Committee Playbook
You have the committee. But do you have the process? This playbook covers everything your AI governance committee needs to actually work: intake, risk scoring, documented approvals, and post-deployment monitoring.
You have the committee. But do you have the process? This playbook covers everything your AI governance committee needs to actually work: intake, risk scoring, documented approvals, and post-deployment monitoring.
What's inside
A complete operational framework, not just theory
Every chapter is built around what actually needs to exist in your organization: the processes, documentation, and accountability structures that satisfy regulators.
Why Most AI Committees Fail
he six failure modes that turn governance into compliance theater and how to build a committee that actually has teeth, accountability, and a process regulators can audit.
Why Most AI Committees Fail
he six failure modes that turn governance into compliance theater and how to build a committee that actually has teeth, accountability, and a process regulators can audit.
Who Should Be on Your Committee
The right mix of legal, risk, technology, and business. Plus the quorum model that keeps reviews moving without creating a bottleneck.
Who Should Be on Your Committee
The right mix of legal, risk, technology, and business. Plus the quorum model that keeps reviews moving without creating a bottleneck.
The Intake-to-Approval Workflow
Five stages from submission to post-deployment monitoring, with key requirements and documentation standards at each gate.
The Intake-to-Approval Workflow
Five stages from submission to post-deployment monitoring, with key requirements and documentation standards at each gate.
Meeting Cadence & Escalation
Weekly through quarterly rhythm, expedited paths for high-risk cases, and how to handle business unit pushback through a defined process.
Meeting Cadence & Escalation
Weekly through quarterly rhythm, expedited paths for high-risk cases, and how to handle business unit pushback through a defined process.
KPIs: 11 Metrics to Track
Inventory coverage, review quality, post-deployment accountability, and risk metrics, with targets and what each one actually measures.
KPIs: 11 Metrics to Track
Inventory coverage, review quality, post-deployment accountability, and risk metrics, with targets and what each one actually measures.
Maturity Model + Audit Checklist
Self-assess your governance maturity from Ad Hoc to Optimized, plus a complete checklist of what regulators will ask for in an exam.
Maturity Model + Audit Checklist
Self-assess your governance maturity from Ad Hoc to Optimized, plus a complete checklist of what regulators will ask for in an exam.
Ready to Govern AI with Confidence?
See how LucidTrust helps regulated institutions build defensible, audit-ready AI governance programs.
Ready to Govern AI with Confidence?
See how LucidTrust helps regulated institutions build defensible, audit-ready AI governance programs.
Ready to Govern AI with Confidence?
See how LucidTrust helps regulated institutions build defensible, audit-ready AI governance programs.