AI workflows move fast, sometimes too fast. Agents and copilots connect to data stores, trigger pipelines, and run queries that nobody expected. All that speed looks impressive until the audit comes around. Suddenly, every automated decision and access request needs to be explained, logged, and proven compliant. That is what