WhyLabs
Monitor AI models in production for data drift, quality issues, and performance degradation.
WhyLabs provides observability for machine learning systems, tracking data quality, model performance, and detecting anomalies in production. Used by data teams and ML engineers to identify issues before they impact business outcomes. Differentiates through integration with model registries and automated anomaly detection for regulatory compliance documentation.
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.
Centraleyes
AI-powered risk register and policy management for EU AI Act compliance.
Certa
AI-driven third-party risk assessments and compliance management.
Credo AI
Map AI initiatives to regulatory frameworks with compliance scoring.