AI Use Case Discovery and Prioritisation

Executive summary

This asset provides a structured approach for AI use case discovery and prioritization, ideal for strategy and operations leads. This is the AI Use Case Discovery and Prioritisation from the Stratenity Library, a governed strategic execution asset that is already built for you. It gives your team the full working method for str-ai-010 AI use case discovery and prioritisation, and it walks through everything from use-case sourcing channels to de-risking patterns before scale. Every asset ships with a worked client example, a clear RACI, defined KPIs, and governance you can defend, so your team adapts it to a live client engagement instead of starting from a blank page.

What is inside

What this asset covers

This is a preview of the full deliverable. Inside the Stratenity Library, this asset walks your team through the complete method, section by section, with a worked client example threaded throughout.

Context, Scope and Objectives
Approach and Methodology
Use-Case Sourcing Channels
Scoring Dimensions (Value, Feasibility, Risk, Fit)
Portfolio View and Investment Mix
Pilot vs. Productionisation Thresholds

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Stratenity Library subscribers can review this asset in full, download it, and activate it into a governed, client-ready deliverable in 48 hours rather than weeks. Each asset ships with a worked client example, a clear RACI, defined KPIs, and governance you can defend.

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advisory@velorstrategy.com · stratenity.com · Contact us

Stratenity Advisory Team. (2026). AI Use Case Discovery and Prioritisation. Stratenity Library. https://www.stratenity.com/resources/library/ai-research-insights/str-ai-010-ai-use-case-discovery-and-prioritisation

Stratenity Advisory Team. "AI Use Case Discovery and Prioritisation." Stratenity Library, 2026, www.stratenity.com/resources/library/ai-research-insights/str-ai-010-ai-use-case-discovery-and-prioritisation.

Stratenity Advisory Team. "AI Use Case Discovery and Prioritisation." Stratenity Library, 2026. https://www.stratenity.com/resources/library/ai-research-insights/str-ai-010-ai-use-case-discovery-and-prioritisation.

Stratenity Advisory Team (2026) AI Use Case Discovery and Prioritisation. Stratenity Library. Available at: https://www.stratenity.com/resources/library/ai-research-insights/str-ai-010-ai-use-case-discovery-and-prioritisation (Accessed: the date of access).

@misc{stratenity_airstrstrai010, author = {{Stratenity Advisory Team}}, title = {AI Use Case Discovery and Prioritisation}, year = {2026}, publisher = {Stratenity Library}, howpublished = {\url{https://www.stratenity.com/resources/library/ai-research-insights/str-ai-010-ai-use-case-discovery-and-prioritisation}}, note = {Asset ID AIR-STR_STR-AI-010} }

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AI Use Case Discovery and Prioritisation

What this asset covers

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^™.