TensorFlow Extended (TFX)
Production ML pipeline framework with model governance and monitoring capabilities.
TensorFlow Extended (TFX) is an end-to-end ML platform for building, validating, and deploying production systems. It provides data validation, model analysis, and continuous monitoring components that support compliance requirements. Organizations use TFX to manage model quality, detect data drift, and maintain audit trails throughout the ML lifecycle.
Adjacent tooling.
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.
Dataiku EU AI Act Readiness
Platform helping organizations assess and manage EU AI Act compliance risks.
DataRobot
Real-time AI governance, monitoring and compliance platform for enterprises.
Earthian AI
Enterprise risk management platform purpose-built for AI systems.
IBM watsonx.governance
Unified AI governance platform for model lifecycle management and compliance tracking.