Case study · Logistics
Northwind Logistics
Custom ERP + AI dispatch agent for a 200-truck fleet.
Northwind
- Client
- Northwind
- Year
- 2023
- Category
- Logistics
Stack
LaravelReactClaudePostgresMapbox
Challenge
What we were solving.
Northwind ran fleet ops on Excel and WhatsApp. Dispatch decisions were ad-hoc, late deliveries common, and visibility into asset utilization was non-existent.
Solution
How we built it.
A custom Laravel ERP for fleet ops + dispatch + finance, plus an AI dispatch agent that recommends optimal truck-to-route assignments based on capacity, driver hours, and historical performance.
Results
The numbers that mattered.
- On-time deliveries
- +34%
- Fleet utilization
- +22%
- Dispatch decisions/day
- 450+
Related work
More from the portfolio.
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