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Level 1 of 5
Stuck-point
Adoption Without Value.
People use AI. Outcomes do not move.
Section 01
Description
Activity rises. Throughput stays flat. AI becomes a layer of productivity theater: drafts get longer, decks get prettier, meetings get summarized. The metrics that matter — cycle time, error rate, customer outcomes — show no signal. Effort has shifted; value has not.
Section 02
Signals
How to recognize this level on the ground.
- 01High tool usage with no movement in business metrics
- 02Output quality stable or worse despite added review steps
- 03Time-saved claims that cannot be reproduced in time studies
- 04AI used to polish work that should never have been done at all
Section 03
Unsticking
The leadership move that unsticks Level 1: Extracting Value from AI.
Extracting Value from AI — the leader's job is to hold people accountable for outcomes, not AI activity, and to know where AI creates real value vs. theater.
Human Layer
Hold people accountable for outcomes, not AI activity.
AI Layer
Know where AI creates real value vs. where it is theater.