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AI Adoption Initiative · AA-05
AI Value Realization & Scaling System
ImpactVery High
Complexity3 / 5
AI Adoption Est.$2,499Starting
Many mid-market AI efforts stop at the pilot. Leaders can't see clear ROI, so budgets stall, and even successful pilots rarely get expanded systematically to similar processes or teams. Value stays local and fragile.
The outcomeEvery material AI initiative has agreed metrics, a simple value dashboard, and a defined path from pilot to broader use. Leadership can see what is working, what is not, and where the next expansion should go.
What you get
- Metric definition and baseline capture for active or planned initiatives
- A lightweight value dashboard visible to sponsors and operators
- A pilot-to-scale playbook: criteria, sequence, and resource needs
- A quarterly value review with clear go/no-go decisions
How we prove it · Your agreed metrics
- Percentage of active AI initiatives with live, agreed metrics
- Documented value (capacity, cost, quality, or revenue) in the first two quarters
- Number of successful expansions from an initial pilot
- Leadership confidence score in continuing or increasing AI investment
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