Who is SAPIEN for?
For AI governance and compliance teams
You need to tell your board, your regulator, or your auditor that you’ve evaluated the behavioral safety of the AI systems your organization deploys. You need a methodology you can cite that wasn’t invented by the vendor selling you the model. And you need the evaluation to produce artifacts — reports, scores, evidence files — that survive an audit.
What SAPIEN gives you
Published methodology you can cite
A version-controlled specification with normative conformance requirements. Not a blog post. Not a vendor whitepaper. A published standard.
Reports for executives
voigt-kampff produces trace files, dimension scores, and HTML reports suitable for board presentation. The results speak for themselves.
Regulatory mapping
Maps directly to NIST AI RMF (Govern, Map, Measure, Manage), ISO 42001 Annex B controls, and EU AI Act Article 9 risk management requirements.
Audit-grade evidence
Byte-verifiable trace files. Longitudinal scoring history. Certification at Awareness, Practitioner, or Assessor level demonstrates organizational competency.