Collibra Tackles AI Agent Risk With Runtime Governance

Collibra is addressing the growing risks of autonomous enterprise AI agents through four runtime governance tools: Live Map, Maestro, Guardian Agents and Agent Contracts. CEO Felix Van de Maele calls unchecked agent errors the hallucination tax, warning that human oversight has largely disappeared from AI workflows. Live Map builds reusable context from unstructured documents to boost token efficiency. Maestro automates up to 80% of governance tasks. Guardian Agents enforce Agent Contracts by blocking non-compliant actions before they occur, preventing agents from operating outside defined boundaries.