AI Use Case Prioritization Playbook: Know which AI ideas to build first

Every enterprise has a list of AI ideas. Few have a disciplined way to decide which ones deserve a budget and which ones need to wait. 

This playbook gives your team exactly that. A structured scoring session, a sequenced roadmap, and a leadership readout, all in one working document you can run without external help. 

Playbook Highlights 

1. Session Guide 
   Run a focused session with the right people, the right structure, and a clear way to keep conversation grounded in evidence rather than enthusiasm. 
2. Score Your Ideas 
   Six decision filters with guided questions ensure every idea gets evaluated on what actually determines success, not gut feel or loudest voice in the room.
3. Decision Log 
   Document every use case you reviewed, including the ones you park. This becomes your single source of truth when leadership asks why something made the list.   
4. Sequence Your Shortlist 
   Plot your scored ideas on a Value vs. Effort grid and let the prioritization speaks for itself.  
5. Wave Planner and Leadership Readout 
   Turn your session output into a phased roadmap with owners, timelines, and success metrics, ready to circulate within 48 hours. 

Run it with your core team in 90 minutes and walk out with a roadmap that is scoped, sequenced, and ready to defend.