AI Use Case Prioritisation Matrix

About this resource

Most AI projects fail because businesses pick the wrong use cases first. This prioritisation matrix helps you identify 20–30 potential AI use cases in your business, score them across ROI potential, implementation feasibility, data readiness, and strategic alignment — and build a sequenced roadmap that delivers quick wins first.

What's included

• AI use case identification workbook (Excel)
• Scoring matrix with weighted criteria
• ROI estimation model
• 60-point use case library by sector
• Implementation sequencing framework
• Presentation template for board/management

Contents preview

• Step 1: Use case discovery workshop template
• Step 2: Scoring criteria and weighting
• Step 3: Feasibility and data readiness check
• Step 4: ROI modelling and business case
• Step 5: Roadmap sequencing