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Free Matrix

AI Opportunity Prioritization Matrix

A simple 2x2 way to sort AI ideas by business impact and feasibility — so you invest in the few that matter, not the many that sound interesting.

Format
Interactive Matrix Builder
Time
10 minutes per session
Best for
Executive & data science leaders
The problem

Most organizations don't have too few AI ideas — they have too many.

Without a shared way to compare AI ideas, the loudest idea in the room usually wins the roadmap, not the most valuable one. "AI strategy" ends up being a list instead of a plan.

—Every department has a favorite AI pilot, with no common yardstick
—Feasibility gets discovered after the budget is already spent
—"AI strategy" becomes a list instead of a sequenced plan
What's inside

Two axes, four quadrants, one shared decision.

Score every AI idea on impact and feasibility, plot it, and let the quadrant tell you what to do with it.

Impact axis

A guided way to score the business value of an idea, not just its novelty.

Feasibility axis

Data readiness, technical complexity, and risk combined into one score.

Quadrant guide

What to actually do with ideas that land in each of the four zones.

Facilitation script

How to run the prioritization session so it doesn't turn into a debate.

Decision log

A place to record why each idea was ranked where it was, for the next planning cycle.

Plot your ideas

Where does each AI idea land?

Add every idea in play, score it on both axes, and watch it drop into a quadrant — Quick Win, Big Bet, Fill-In, or Reconsider.

Impact
Feasibility
Business impact
0
Big Bets
0
Quick Wins
0
Reconsider
0
Fill-Ins
Harder to doEasier to do

Your ideas

No ideas plotted yet — add your first one above.
Who it's for

Built for the people who own this problem

CDOs / CAOs

Building a sequenced AI roadmap instead of a wish list.

Heads of Data Science & AI

Needing a shared filter before committing engineering time.

Innovation & Strategy Leaders

Evaluating a growing backlog of AI proposals from across the business.

Executive Sponsors

Approving AI investment and wanting a defensible way to compare options.

How to use it

Three steps to put it to work

1

List every idea

Capture every AI idea currently in play or proposed, no matter how early.

2

Score impact and feasibility

Rate each idea on both axes and watch it plot itself, live.

3

Plot and decide

Use the quadrant guide to align your team on what moves forward first.

Sort your AI ideas into a real plan.

Plot them above, or have the matrix template and facilitation script sent straight to your inbox.

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