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Introducing IAIMS: Building the Evidence Layer for AI Governance

Why measurement science matters for responsible AI deployment, and what we are building to make it accessible.

January 13, 2026
5 min read

The Institute for AI Measurement Science (IAIMS) launches with a clear mission: build the infrastructure that makes AI governance auditable.

The Problem We Are Solving

AI governance frameworks tell organizations what to do. NIST AI RMF provides risk management guidance. ISO 42001 defines management system requirements. The EU AI Act mandates compliance obligations.

But none of them tell you how to prove you did it.

What We Are Building

IAIMS is building three things:

  • Open evidence schemas — Standardized formats for governance artifacts that work across frameworks
  • Control-to-evidence maps — Clear connections between framework requirements and the documentation that satisfies them
  • Documentation templates — Ready-to-use artifacts that produce audit-ready records

Our Commitment

Build once. Audit everywhere.

The evidence layer that survives every framework.

Get Involved

Follow our work on LinkedIn or explore our resources.

Tags:
IAIMSAI GovernanceMeasurement ScienceLaunch

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