Why AI governance must think five steps ahead

Collibra
79 views August 21, 2026

The fundamentals of AI governance haven't changed. Identify, use, protect. But Adobe's Joe Wallace just added a fourth: Orchestrate. Because in an agentic world, knowing your data isn't enough. You need to know where your agents are, what's feeding your LLMs and have it all baked into the foundation before anyone has to ask permission to use it. The goal, in Joe's own words is "to not have to go talk to anyone." 🎧 Hear the full conversation on Data Citizens Dialogues: https://www.collibra.com/podcasts/from-catching-up-to-leading-why-ai-governance-must-think-five-steps-ahead #AIGovernance #DataGovernance

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