ABOUT ML Reference Document
Framework for documenting ML system transparency, accountability, and governance requirements.
ABOUT ML provides a structured reference document for organizations to systematically document AI system characteristics, design decisions, and potential harms. It enables teams to create transparency reports and conduct AI audits by mapping system attributes against governance principles. Used by researchers, practitioners, and compliance teams building responsible AI practices.
Adjacent tooling.
AI Governance & Compliance (EY Global)
Enterprise AI governance and compliance framework aligned with EU AI Act requirements.
AI Trust Services (KPMG)
KPMG's trusted AI framework for governance, risk, and compliance.
Aporia
Monitor, test, and safeguard LLMs in production with observability and guardrails.
Atlan
Data lineage and governance for AI systems with policy enforcement.
Centraleyes
AI-powered risk register and policy management for EU AI Act compliance.
Certa
AI-driven third-party risk assessments and compliance management.