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Enterprise AI agents in live work systems are hard to control. What is the alternative?

As enterprise AI agents are deployed in real work systems, existing security and access-control frameworks alone are proving difficult to use for effective oversight, a concern has been raised. Rubrik introduced \"Rubrik Agent Identity\" to control agent access at the tool-call level and said autonomous AI agents need a separate control layer. The company also applied a small language model trained to judge behavior, but said human-by-human approval does not scale.