Adoption · Myths & objections
The pushback you’ll hear — answered
Every AI governance effort meets the same handful of objections. Most contain a grain of truth about programs done badly. Here is the honest answer to each — the version you can say in a meeting.
The objection
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The reality
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The pattern behind the pushback
Nearly every objection assumes governance means control — more rules, more gatekeeping, more delay. Reframe it as clarity about who decides, sized to the risk, and each objection answers itself. That reframing is the whole strategy of this framework.