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Logistics for Businesses
Playbooks and case studies covering logistics for businesses.
How Vahak Onboarded 800K Trucks Without Breaking the Marketplace
A deep engineering walkthrough of how Vahak's marketplace matching stopped failing at scale — and the data-model decision that fixed the cold-start problem most logistics marketplaces get wrong. The insight generalizes to any relationship-driven marketplace stitching supply and demand by hand.
How Vahak Onboarded 800K Trucks Without Breaking the Marketplace
Vahak crossed 800,000 registered trucks on a two-sided freight marketplace where most of the supply side had never used a booking app before. Here is what actually broke at scale — and why the matching algorithm was never the real problem.
5 Mistakes Teams Make When Automating Freight Pricing
Your automated pricing engine looked sharp in staging and is quietly losing money in production. Here are the five failure modes we keep seeing in freight rate management systems — and how to recover before Q4.
How to Cut Over a Live Logistics Integration Without Losing Shipments
A step-by-step playbook for replacing a live TMS or carrier API layer without a maintenance window. Written for freight and 3PL operators who cannot pause trucks, bookings, or in-transit status events during cutover.
5 Mistakes Teams Make When Digitizing a Paper-Based Supply Chain
Supply chain digitization rarely fails at go-live. It fails in the six weeks after, when the paper shadow system quietly outcompetes the new software. Here are the five mistakes we see teams make — and how to recover before adoption collapses.
5 Mistakes Teams Make When Migrating a Live Transport Marketplace
Re-architecting a live freight marketplace while trucks are mid-route is a different problem from a standard platform migration. Here are the five mistakes we see engineering teams make — and the in-flight trip state trap that causes most of them.
How to Onboard a Logistics Partner onto a Live Freight Platform
Carrier onboarding rarely fails at document collection. It fails at entity resolution — when one fleet owner with three phone numbers and two trade names looks like three broken signups. Here's how to fix the funnel.
AI Agents for Logistics: Building Autonomous Supply Chain Platforms in 2026
AI agents are revolutionizing logistics through autonomous supply chain platforms that predict, adapt, and optimize in real-time. Learn how forward-thinking companies are building intelligent logistics ecosystems that reduce costs by 30% while improving delivery accuracy.