AI investment appraisal: Roadmap and measurement architecture

Executive summary

A method for sequencing an approved AI investment and designing the measures that will prove its value.

What is inside

What the roadmap and measurement design cover

The asset walks a roadmap lead through phasing, dependencies, rollout waves, decision points, the KPI dictionary, the comparison design, data sources, and the baseline-to-target plan, and ends with a peer review. It includes a roadmap template, a KPI dictionary, and a baseline-to-target plan, with a worked synthetic case.

Sequencing remediation, build, rollout waves, and decision points
Dependencies and critical path for an AI deployment
A KPI dictionary from leading to financial measures
Comparison designs that separate the tool's effect from everything else

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How to use it

How teams use it

Teams use it alongside the operating model design in the month after approval. The AI product owner and finance business partner lead; the process owner, data, and HR leads contribute; a peer reviewer tests feasibility and measurement logic before the plan is baselined.

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Stratenity Advisory Team. (2026). AI investment appraisal: Roadmap and measurement architecture. Stratenity Library. https://www.stratenity.com/resources/library/execution-frameworks/ai-investment-appraisal-roadmap-and-measurement-architecture

Stratenity Advisory Team. "AI investment appraisal: Roadmap and measurement architecture." Stratenity Library, 2026, www.stratenity.com/resources/library/execution-frameworks/ai-investment-appraisal-roadmap-and-measurement-architecture.

Stratenity Advisory Team. "AI investment appraisal: Roadmap and measurement architecture." Stratenity Library, 2026. https://www.stratenity.com/resources/library/execution-frameworks/ai-investment-appraisal-roadmap-and-measurement-architecture.

Stratenity Advisory Team (2026) AI investment appraisal: Roadmap and measurement architecture. Stratenity Library. Available at: https://www.stratenity.com/resources/library/execution-frameworks/ai-investment-appraisal-roadmap-and-measurement-architecture (Accessed: the date of access).

@misc{stratenity_stxa0106, author = {{Stratenity Advisory Team}}, title = {AI investment appraisal: Roadmap and measurement architecture}, year = {2026}, publisher = {Stratenity Library}, howpublished = {\url{https://www.stratenity.com/resources/library/execution-frameworks/ai-investment-appraisal-roadmap-and-measurement-architecture}}, note = {Asset ID STX-A0106} }

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AI investment appraisal: Roadmap and measurement architecture

What the roadmap and measurement design cover

This is a taste. The full library goes deeper.

Stratenity is the AI Operating System for Strategic Execution™.

Stratenity is the AI Operating System for Strategic Execution^™.