Escalate the AI use case before it escalates you
Identify when an AI use case needs governance escalation before team-level rollout.
Hidden impact Lead scoring sounds operational, but the output can shape who gets attention and which customers get pursued. Workflow labels can hide consequential decisions. Risk tiering Impact x Data x Reversibility Map what the AI output changes, what data it uses, and whether mistakes can be caught and reversed before harm. Productivity tool Treat all AI as local team software. The team chooses a control level before rollout. Risk rises when AI output changes opportunity, uses sensitive data, or is hard to reverse. 01 Impact 02 Data 03 Control Map consequences The score will decide which leads get fast…
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