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Stallion Express Scale

Scaled logistics platform to 35% MoM growth with efficiency improvements

Impact Metrics

35% MoM
Traffic Growth
5%
Customer Growth
50%
Fulfillment Time Reduction
-25%
Cost per Shipment

Challenge

Stallion Express faced fulfillment bottlenecks causing delivery delays. Manual routing and sorting consumed 50% of fulfillment time. Traffic was growing but infrastructure couldn't keep pace efficiently.

Solution

Implemented intelligent routing optimization using local search algorithms. Built automated package sorting system with barcode scanning. Redesigned fulfillment workflow to reduce manual touchpoints. Scaled infrastructure horizontally while optimizing costs.

Key Learnings

  • Operations and product must align—the best tech solution fails without operational buy-in
  • Incremental rollouts are critical in logistics—we launched in one city first to catch issues
  • Data from the field is gold—delivery partners' feedback drove the most impactful optimizations
  • UX for logistics systems is often overlooked but determines adoption speed

Technologies Used

Node.jsReactGoogle Maps APIPostgreSQLAWSMachine Learning

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