Free AI strategy tool
AI Use-Case Prioritization Matrix
Compare up to ten AI opportunities with one transparent framework, then identify which initiative deserves a pilot and which ones need more preparation.
No sign-up. No uploads. Your inputs stay in this browser.
How the methodology works
- 1Score business impact, feasibility, data readiness, time to value, and risk from 1 to 5.
- 2Weight business impact at 30%; feasibility and data readiness at 20% each; time to value and inverted risk at 15% each.
- 3Plot each use case on an impact-versus-feasibility map to expose easy wins, big bets, and weak candidates.
- 4Treat the ranking as a structured conversation, then validate dependencies and risk before funding a pilot.
How to score honestly
A high-impact knowledge assistant should not outrank a smaller intake automation merely because it sounds more strategic. If its source content is fragmented, permissions are unclear, or adoption will take a year, those feasibility, data-readiness, and time-to-value scores should pull it below the more executable workflow.
Frequently asked questions
Turn the top-ranked opportunity into a pilot charter
Capture the outcome, scope, owners, systems, data, safeguards, metric, and first 90 days in a shareable one-page brief.