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COO AI Operating Engine

✅ AI readiness for operations

10 areas, 31 questions, about 10 minutes. Answer for your team as it is today. “Not sure” is a valid answer and shows up as something to find out. You get a level from L0 to L5, a score per area, your top 5 gaps and your next 3 moves.

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AI readiness for operations

0/31 answered · step 1 of 10

Ops AI strategy

A clear view of where AI should change operations — tied to cost, service, quality and safety targets — owned by the operations leadership team, with a reinvent-not-automate ambition.

1.Do you have a written view of which operational outcomes (cost, service level, quality, safety, lead time) AI should improve, with a target for each?
Why we ask

Without targets, AI spreads across pilots that each 'save time' but move no operating number.

2.Is your ambition to redesign end-to-end processes with AI, rather than only automating individual tasks?
Why we ask

BCG argues that the large productivity gains go to COOs who reinvent operations rather than automate existing steps.

3.Does the operations leadership team own one shared AI backlog and budget, rather than each site or function buying tools on its own?
Why we ask

Separate buying creates duplicate tools, incompatible data and pilots that cannot scale across sites.

Answer all 3 to continue — “Not sure” is a valid answer.