AI & Automation
Governed, human-in-the-loop
Invoked when a solution specifically needs AI or automation — not by default, and never before the process itself has been redesigned.
Where it applies
Automation first for repeatable, well-defined steps; AI only where judgement genuinely benefits from it.
Governance
Every automated or AI-assisted step keeps an explicit human checkpoint.