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Logistics Supply Chain for Startups
Playbooks and case studies covering logistics supply chain for startups.
How Vahak Onboarded 800K Trucks Without Burning the Database
Vahak's onboarding pipeline scaled from hundreds to hundreds of thousands of trucks without breaking live matching queries. The unlock wasn't sharding or caching — it was separating write and read paths at the data model level.
Questions to Ask Before Hiring an AI Logistics Dev Partner
Every agency pitching freight-tech founders shows the same fleet logos and claims they've solved empty miles. Here are the 15 questions that separate vendors who've shipped marketplace AI from ones who've only run notebooks on clean datasets.
5 Mistakes We Made Shipping AI to a Live Transport Marketplace
Your route matching model is live, acceptance rates are flat, and nobody on the team can tell if the problem is the model, the data, or the marketplace itself. Five mistakes we keep seeing on freight AI deployments — and how to recover before carriers churn.