AI Adoption Initiative · AA-05

AI Value Realization & Scaling System

ImpactVery High

Complexity3 / 5

AI Adoption Est.$5,500Starting

A pilot wraps up, everyone agrees it went well, and then it just sits there. Nobody defined what "worked" meant going in, so there's no number to point to when budget season comes around, and the team that could use the same fix in the next department over never even hears about it.

The outcomeEvery AI initiative that matters gets an agreed metric before it launches, a simple dashboard to track it, and a real plan for what happens after the pilot ends. Leadership can point to a number instead of a feeling when they decide what to fund next.

What you get

Metric definitions and a real baseline captured before an initiative launches, not guessed at afterward
A lightweight dashboard the sponsor and the operator both actually check
A pilot-to-scale playbook covering who decides, in what order, and what it takes to expand
A quarterly review where the initiative gets an honest go or no-go, not a default renewal

How we prove it · Your agreed metrics

What share of active AI initiatives have a live, agreed metric
Documented value, capacity, cost, quality, or revenue, in the first two quarters
How many pilots actually got expanded past their original team
Whether leadership's confidence in the next investment is going up or down

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