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Collibra introduced Live Map, Maestro, Guardian Agents and Agent Contracts to govern enterprise AI agents at runtime. Maestro automates up to 80% of governance work, while Guardian Agents enforce contracts before actions occur. The tools aim to cut manual verification and risk, a cost CEO Felix Van de Maele calls the hallucination tax, as autonomous agents move from answering to acting.
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