Urban Logistics · On-demand laundry logistics at scale
ScanMyLaundry
ScanMyLaundry is an on-demand laundry logistics platform built by AI Pinnacle that runs the full pickup-to-delivery cycle — automated driver dispatch, geofenced zones and route optimization — processing over 3 million items with 55% higher operational efficiency.
Key facts
- Efficiency
- 55% increase in operational efficiency
- Scale
- 3M+ items processed end to end
- Dispatch
- Automated driver assignment with route optimization
The problem
An on-demand laundry operation was capping out on manual dispatch: assigning drivers by hand, guessing routes, and losing efficiency as volume grew. It needed geofenced service zones, automated dispatch and optimized routing to scale without linearly adding coordinators.
How does ScanMyLaundry dispatch drivers automatically?
The logistics backend assigns each pickup to the best-placed driver inside the relevant geofenced zone and sequences their stops with route optimization, so coordinators stop assigning jobs by hand and the fleet covers more orders per shift.
How did it reach 3M+ items?
By making throughput a software problem instead of a headcount problem: geofencing keeps drivers in efficient zones, route optimization compresses drive time, and the Flutter apps keep customers and drivers in sync — together delivering the 55% efficiency gain that let volume scale.
Measured outcomes
| Metric | Before | After | Timeframe |
|---|---|---|---|
| Operational efficiency | manual dispatch | +55% | post-automation |
| Items processed | — | 3M+ | cumulative |
Technology stack
Frequently asked questions
Who built ScanMyLaundry?
AI Pinnacle built ScanMyLaundry end to end — the Flutter customer and driver apps and the dispatch, geofencing and route-optimization backend.
What drove the efficiency gain?
Automated dispatch, geofenced zones and route optimization replaced manual coordination, delivering a 55% increase in operational efficiency across 3M+ items.
How we build this
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