About Hamza Ben Fredj

Technical founder building an AI quote desk for small freight brokerages, in the open.

Everything published on this site follows two rules: every number has a source, and every page has to add something you can use — a template, a calculator, or data nobody else publishes. How we compute rate estimates: methodology.