Collibra AI Governance vs Modulos

Collibra AI Governance is a platform that centralizes management of AI use cases, models, and agents with full visibility, trusted data, automated documentation, and built-in compliance features. It supports teams in scaling AI responsibly by providing end-to-end lineage from source data through model training, inference, deployment, and usage across platforms like AWS, Azure, Google, Databricks, SAP, and MLflow. The solution facilitates risk assessment using templates for EU AI Act and NIST AI RMF, policy enforcement, model registries, and ongoing monitoring to ensure audit-readiness and regulatory adherence, particularly for regulated industries such as financial services and healthcare. Distinct from narrower tools, it integrates data governance with AI oversight in a unified system of record, enabling cross-team collaboration between AI, data, and risk functions while recommending governed data products to reduce risks from poor data quality or bias.

Modulos AG develops the Modulos AI Governance Platform, a software solution that unifies compliance officers, data scientists, risk managers, and business users to manage AI governance, risk, and compliance. The platform provides AI lifecycle tracking, project dashboards, ownership workflows, audit trails, and a shared control graph connecting frameworks, requirements, controls, and evidence, powered by agentic AI like Scout for automation. It supports regulated enterprises by enabling continuous monitoring, monetary risk quantification, evidence collection from engineering stacks, and alignment with multiple regulatory frameworks including EU AI Act, ISO 42001, and NIST AI RMF, reducing compliance effort through shared controls. Targeted at sectors like financial services, insurance, and critical infrastructure, it addresses challenges in multi-framework compliance without silos or duplicate work. Distinct from others, Modulos is the first AI governance platform certified to ISO 42001 and emphasizes human-in-the-loop AI agents for operational efficiency.https://modulos.ai, LinkedIn, AI compliance blog