Controlled implementation

From workflow problem to managed agent—without skipping the proof.

Authority grows only after the agent demonstrates accuracy, reliability, cost control, business value, and safe failure handling.

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01

1–2 · Identify and measure

Map the problem and establish the current baseline.

02

3–4 · Configure and observe

Set permissions and begin with observation, drafting, and approvals.

03

5–7 · Prove, expand, manage

Test against acceptance gates, expand only reversible authority, and monitor outcomes and exceptions.