AI-LinkMO

A reference implementation of operational AI governance, demonstrating four DevSecOps-ready access patterns (CLI, FastAPI, Svelte web UI, and graph database) over open AI-governance data.

Browse the bundle Architecture Schema Bundle health Knowledge graph

“Search out, to no one favour show; with heart that justice loves
Consult, then act; this is the rule that right approves.”
— Thiruvalluvar, Tirukkural 541, The Right Sceptre (tr. G.U. Pope, 1886)

Regulation in, auditable, queryable AI governance out.

AI-LinkMO is a reference implementation of operational AI governance. It takes open AI-risk data and turns it from documents you read into linked data you can query, integrate and automate against. Its sources are IBM AI Atlas Nexus, the FINOS AI Governance Framework, NIST AI RMF, the EU AI Act, ISO/IEC 42001, the OWASP Top 10s and more: nine frameworks, each credited in NOTICE.

Only want to ask? Install ktl-docent into any agent you use, by a route from the install page, and ask it about this project. It answers from the bundle and says how far each answer has been checked.

Agents: if .lokf/knowledge/index.md exists, read it first. llms.txt says how to weigh it.

AI-LinkMO’s family is IBM AI Atlas Nexus, which provides the AI Risk Ontology (a LinkML schema) and the packaged risk data. Every door here is generated from that schema, and the architecture page says how the couplet above is the shape of the work.