Map the operating day
Start with the path a real load follows through planning, dispatch, driver execution, documents, billing, settlements, safety, maintenance, and reporting.
How each system earns a place on the comparison board.
The score starts the conversation. The evaluation notes explain what a carrier should verify next.
Published capabilities+Carrier workflow fit+Implementation questions
Start with the operating day
We look for the path a load follows through planning, dispatch, driver execution, documents, billing, settlements, safety, maintenance, and management reporting. A product earns credit when its published capabilities connect those handoffs in a way a carrier can realistically test.
Use the score as a map
The current buyer lens is Buyer readiness and change fit. Weights implementation usability and integration readiness alongside core carrier operations so buyers can judge adoption risk, workflow fit, and the work required to replace existing tools. The monthly review narrows the field; the evidence process below determines whether a system deserves a live demonstration.
Make every finalist prove the work.
The same operating scenario should follow every product into the demonstration room.
Run one representative load
Ask every finalist to demonstrate the same shipment, the same exception, and the same handoffs instead of relying on a polished generic tour.
Trace the information
Watch where staff must re-enter data, leave the platform, or depend on an integration to complete the work.
Compare the whole change
Include implementation, training, migration, support, and the daily effort required after the software goes live.
Then verify it yourself
Scores are editorial assessments of published carrier capabilities, not customer-review averages. Bring real loads, pay rules, exception cases, documents, and reporting questions to every live demonstration.