FATML Principles and Best Practices
Community-driven principles and practices for fair, transparent, accountable ML.
FATML (Fairness, Accountability, and Transparency in Machine Learning) provides open-source frameworks and best practices for responsible AI development. Organizations use it to implement governance standards, assess AI systems for fairness and transparency, and align with regulatory requirements. Community-maintained resources offer practical guidance without vendor lock-in.
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.