How to run AI governance at scale
Find answers to the AI governance questions your team faces. These guides give compliance officers, lawyers, GRC teams, and risk managers the steps to put each control in place.
Compare AI governance tools by control domain when you need software. Use the AI governance maturity model to assess your program.
Get the free AI Governance Control Tracker
Get the free Excel tracker for all 136 governance controls. Score maturity, assign owners, and set deadlines, with EU AI Act, NIST and ISO 42001 coverage on a dashboard.
- 136 controls in Excel
- Score maturity and assign owners
- Track deadlines and regulation coverage
Includes AI Governance Weekly every Thursday. Unsubscribe anytime.
How do we document AI decision-making for auditability?
Use logs, version control, and model cards to explain AI decisions when regulators or litigants request evidence.
What is our explainability standard for AI decisions?
Match transparency requirements to system risk. Build the technical tools and review procedures needed to meet them.
How does the EU AI Act affect our global operations?
Assess how EU requirements affect organizations outside Europe. Decide whether to use its risk-based approach as a global internal standard.
What does audit-ready AI documentation look like in practice?
Keep evidence of responsible AI development, deployment, and monitoring. Prepare for regulatory scrutiny, board questions, and litigation throughout the lifecycle.
How do we comply with the EU AI Act?
Work through EU AI Act classification, high-risk obligations, GPAI requirements, and phased enforcement dates.
What does AI governance look like for a company with under 50 employees?
Build a startup governance program around essential protections. Keep the process manageable for an early-stage team.
What AI regulations apply to a US-based SaaS company?
Identify federal, state, and international AI requirements for a US SaaS business. Map obligations by use case and customer location.
How do we build an AI governance program from scratch?
Start an AI governance program with a system inventory. Follow the steps through to ongoing operations.
What AI documentation do we actually need?
Identify legally required AI documentation by risk tier. Distinguish those duties from useful voluntary records and unnecessary paperwork.
How do we audit an AI system for compliance?
Audit an individual AI system for compliance. Review evidence and write findings that give owners specific remediation work.
How do we prepare for AI regulation over the next 12 months?
Identify regulations becoming enforceable in your jurisdictions over the next year. Assess gaps and fund a remediation plan.
How do we comply with China's AI regulations?
Review requirements for AI services accessible in China. Cover CAC regulation, security assessments, content labels, and differences from Western approaches.