Set importance for each dimension and a minimum acceptable score. Vendors are scored against your weights, penalized when they miss hard requirements, and ranked by fit.
Start from
AI capability
Explainability
Ability to surface why a model made a recommendation.
Nice
Importance1/3
Min score—
Automation Depth
How much of the planning loop runs without human intervention.
Nice
Importance1/3
Min score—
AI Sophistication
Depth of ML/AI in forecasting, optimization, and autonomous decisioning.