AI Lifecycle Tooling Library v1.0

The tools used at every stage of building, securing & governing an AI system — mapped to the controls they satisfy

A governance-aligned map of the AI tooling landscape.

Every stage and cross-cutting concern, its tool categories, representative open-source & commercial tools, what to evaluate, and the NIST AI RMF, ISO/IEC 42001, and EU AI Act controls each category helps satisfy.