Quantitative AI Risk Management and Governance

Calvin Risk provides an AI risk management and governance platform designed to help organizations evaluate, monitor, and control risks associated with machine learning and generative AI deployments. Its modular system supports compliance-driven workflows across private and hybrid cloud environments, enabling enterprises to tailor governance capabilities to their internal policies and regulatory requirements.

The platform performs quantitative assessments of AI models by analyzing input features, fairness metrics, robustness, and explainability. It identifies high-risk behaviors, evaluates model documentation and development practices, and generates actionable recommendations for improving model safety and performance. Calvin Risk is particularly focused on EU AI Act compliance, offering specialized tools for risk scoring, bias detection, and transparency validation across generative AI systems.

Calvin Risk is backed by more than $5 million in pre-seed and seed funding; a $4 million sed round was led by JoinCapital and seed + speed Ventures.