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AI change management

Start with a pilot, not a mandate

Start with a pilot, not a mandate turns “AI change management” into a practice you can rehearse inside Rolling AI drafting into a five-person support team.

~12 minHook

1Try it yourself

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Before you start

Why this matters

Before reading further, write one sentence about Rolling AI drafting into a five-person support team that states what must stay true on the start with a pilot, not a mandate page. Circle the part a person—not a model—must verify.

2Learn the idea

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Scene

This chapter stays inside one situation: Rolling AI drafting into a five-person support team. On this page you focus on Start with a pilot, not a mandate. Avoid generic advice that would fit any AI lesson; every check should mention details from this scene.

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Teach the move

Roll AI into a team with pilots, training, risk owners, and success metrics—not tool announcements alone. Applied here, that means you can demonstrate start with a pilot, not a mandate with a concrete artifact. Write the artifact as if a teammate will reuse it next week without asking you to interpret metaphors.

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Worked example

Imagine you are helping someone new with AI change management. Show a correct move for start with a pilot, not a mandate, a tempting incorrect move that looks fluent, and the check that separates them.

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Edge cases

List three edge cases specific to Rolling AI drafting into a five-person support team: missing permissions, stale inputs, and a success metric that rewards speed over correctness. For each, name whether you prevent, detect, or escalate.

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Practice depth 1

Rehearse start with a pilot, not a mandate once with a timer: four minutes on the goal, two on unknowns, four on verification for Rolling AI drafting into a five-person support team. Keep the note specific to this chapter's scenario so a teammate can reuse the check tomorrow without asking you to decode metaphors, slogans, or vendor marketing language that does not name evidence.

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Practice depth 2

Rewrite the shortest instruction that would have prevented the worst failure you imagined for AI change management on this page. Keep the note specific to this chapter's scenario so a teammate can reuse the check tomorrow without asking you to decode metaphors, slogans, or vendor marketing language that does not name evidence.

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Practice depth 3

Convert your instruction into five checkbox steps and mark which ones you skip under time pressure in Rolling AI drafting into a five-person support team. Keep the note specific to this chapter's scenario so a teammate can reuse the check tomorrow without asking you to decode metaphors, slogans, or vendor marketing language that does not name evidence.

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Practice depth 4

Teach the page idea in three minutes to a friend; note the first question they ask about AI change management. Keep the note specific to this chapter's scenario so a teammate can reuse the check tomorrow without asking you to decode metaphors, slogans, or vendor marketing language that does not name evidence.

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Practice depth 5

Swap one constraint in Rolling AI drafting into a five-person support team and predict which check on this page still holds. Keep the note specific to this chapter's scenario so a teammate can reuse the check tomorrow without asking you to decode metaphors, slogans, or vendor marketing language that does not name evidence.

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Practice depth 6

Save a before/after note: what you believed about start with a pilot, not a mandate before this page and what evidence changed your mind. Keep the note specific to this chapter's scenario so a teammate can reuse the check tomorrow without asking you to decode metaphors, slogans, or vendor marketing language that does not name evidence.

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Practice depth 7

Rehearse start with a pilot, not a mandate once with a timer: four minutes on the goal, two on unknowns, four on verification for Rolling AI drafting into a five-person support team. Keep the note specific to this chapter's scenario so a teammate can reuse the check tomorrow without asking you to decode metaphors, slogans, or vendor marketing language that does not name evidence.

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In the wild

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Continue learning · glossary & guides
  • [ ] Can you explain start with a pilot, not a mandate using only the Rolling AI drafting into a five-person support team scene?
  • [ ] What evidence would falsify a “looks good” result?
  • [ ] Who owns the final decision?

Glossary: prompt · Glossary: evaluation

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