Every executive team has run a decision matrix. Most of them have also watched one confirm exactly what the most senior person in the room walked in believing.

The difference is not the matrix. It is how you run it. Here is what we have learned facilitating these for auto retail software leadership teams.

Land on the right seven factors

There is no shortage of factors. We have a list of 30 or 40. The work is landing on the right seven. Five to nine factors is the sweet spot. Past that, you are in analysis paralysis.

The factors have to be yours

Level of effort, time to market, and investment are table stakes. The matrix has to reflect your business, your P&L, and your dealer segments, not a template.

Add the intangibles. They swing the outcome.

Risk profile. Capacity and expertise: do we actually have the people to do this, or is this ambition? These two factors move the answer more than time and money do.

Score down the factor, not across the option

Everyone has a favorite going in. Score Option A top to bottom and bias fills in every cell. Score all options against one factor at a time and you force an honest comparison in real time.

The rationale is worth more than the score

A 5 has to be defended. So does a 1. When the team argues over a 2 versus a 3, the nuance in that argument is the most valuable thing the exercise produces. Capture it.

The moonshot reveals itself in context

It is hard to say “this is a bad idea.” It is easy to see that an option scored high on upside and low on everything else once it sits next to three alternatives. The matrix creates a safe way to say the unsayable.

The output is a stack ranking, not a verdict

Options compared against each other, sized to your company. Directionally clear on what wins and what loses, with the reasoning attached.

Boards like staged commitment

Go in with caution. Validate at milestone A and B before fully committing. Most boards are placing three to five bets to grow the company and know not all will land. Give them the safety mechanism.

The matrix is the easy part. Getting nine people to score it honestly is the work.

Related practice

Facilitation, decision matrices, and turning strategy into execution.

Strategy and execution