GovernanceOps Labs publishes practical AI governance, risk, and assurance tools — grounded in real frameworks and designed for security and compliance professionals who need to get things done.
Browse ResourcesGovernanceOps Labs exists because most AI governance resources are built for consultants, not practitioners. They're abstract, audit-focused, and disconnected from how compliance and security teams actually operate.
Every document published here comes from hands-on work with NIST AI RMF, ISO 42001, OWASP LLM Top 10, and EU AI Act obligations — mapped to real-world controls, real risk decisions, and repeatable operational processes.
These are the tools we wish existed when we started.
Modular document sets organized by governance phase — buy what you need, when you need it.
Identify, assess, and classify AI risk consistently across your organization with intake forms, triage scorecards, and classification guidance.
Get on GumroadConvert risk awareness into accountability, ownership, and defensible decisions with formal acceptance documentation and control mapping.
Get on GumroadOperationalize ongoing AI risk oversight with monitoring frameworks, metrics registers, incident logs, and lifecycle status reporting.
Get on GumroadSecurity-focused intake tooling for AI features and capabilities — designed for teams that need structured security review before AI goes to production.
Get on GumroadFull framework bundles for teams that want everything in one place.
All three phase packs — intake through lifecycle management — in a single download.
Intake, triage, risk acceptance, and control alignment — the first two phases bundled for teams building their governance foundation.