marketplace_match_engine

To rank drivers for dispatch loads, this skill computes a velocity score using proximity, experience, and reputation to identify top matches. It balances speed and reliability over price to return an automated, explainable ranking of drivers.

A velocity score in driver dispatch matchmaking is a weighted composite metric combining driver proximity, experience, and reputation. It optimizes load matching for speed and reliability rather than lowest price, outputting a ranked list of top matches.

You enforce hard filters for compliance and COI validity by applying binary gates before the scoring phase. This ensures equipment readiness and insurance validation are checked, preventing non-compliant drivers from entering the velocity scoring process.

Yes, you can get an explainable top-N driver match ranking for logistics loads. The engine outputs a ranked list with explicit reasons for each match, supporting auditability and transparency in the automated dispatch selection process.

Yes, the matchmaking engine includes a Rookie Boost feature designed to help new drivers win early bids. This fairness mechanism adjusts the velocity score so new drivers are not penalized for lacking historical reputation data.

The best way to match drivers to loads prioritizing speed over price is using a velocity-based score. This approach evaluates proximity, experience, and reputation after applying compliance gates, yielding reliable and fast load assignments.