Phase 5 · Run and scale · Point 10 of 12

Human integration and change management

Define approvers, escalation and when to trust or verify, and update the SOPs to match.

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Agentic AI changes job design, not just tooling. If you don't specify how humans supervise agents, especially in act-with-approval mode, your organization will either distrust the system or use it recklessly.

Even great agents fail if the organization doesn't adapt how work is done.

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