AI evaluation and release readiness: Roadmap and measurement architecture

Executive summary

A method for sequencing evidence-based release and measuring what it prevents and speeds up.

What is inside

What the roadmap and measurement design cover

The asset walks a roadmap lead through phases, reconciliation, conventions, the KPI dictionary, targets, and the dashboard. It includes a roadmap template, a KPI dictionary, and a baseline-to-target plan, with a worked synthetic case.

Sequencing harness, case sets, and pipeline
Re-evaluating live workflows
Releasing pending workflows under the standard
Measuring incidents avoided against the baseline year

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

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

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

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

@misc{stratenity_stxa0266, author = {{Stratenity Advisory Team}}, title = {AI evaluation and release readiness: Roadmap and measurement architecture}, year = {2026}, publisher = {Stratenity Library}, howpublished = {\url{https://www.stratenity.com/resources/library/execution-frameworks/ai-evaluation-and-release-readiness-roadmap-and-measurement-architecture}}, note = {Asset ID STX-A0266} }

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AI evaluation and release readiness: 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^™.