December 15, 20245 min readAppStar Team
3PL Logistics Automation: $180K Annual Savings
How we optimized warehouse logistics and reduced order processing time by 67%.
logistics3PLWMSautomationwarehousecase-study
About the Project
For SANG, a logistics company specializing in 3PL services (third-party logistics), we developed a comprehensive warehouse and delivery management system.
Client's Problem
The 3PL operator served dozens of clients with different requirements:
- Heterogeneous data — each client sent orders in their own format
- Manual processing — operators spent 3+ hours on data entry
- Picking errors — 4.5% of orders were assembled incorrectly
- No transparency — clients couldn't see their order status
- Complex reporting — report generation took 2 days
Financial Losses
- Picking errors: ~$120K/year (returns, reshipping)
- Operator inefficiency: ~$85K/year
- Lost clients: ~$200K/year (lack of transparency)
Our Solution
1. Unified Integration Platform
- API for automatic order intake
- Parsers for Excel, CSV, XML formats
- Data normalization to a single standard
2. WMS System (Warehouse Management)
- Location-based storage
- Picking route optimization
- Barcode scanning
- Shelf life control (FIFO/FEFO)
3. Client Portal
- Real-time order tracking
- Analytics and reports
- Inventory management
- Integration API
4. TMS Module (Transport Management)
- Delivery route optimization
- Real-time courier tracking
- Automatic recipient notifications
Results
| Metric | Before | After | Change |
|---|---|---|---|
| Order processing time | 45 min | 15 min | -67% |
| Picking errors | 4.5% | 0.3% | -93% |
| Report generation time | 2 days | 5 min | -99% |
| Customer satisfaction | 72% | 94% | +31% |
Financial Impact
| Category | Savings/year |
|---|---|
| Error reduction | $108,000 |
| Payroll savings | $48,000 |
| Client retention | $24,000 |
| Total | $180,000 |
Project ROI
- Investment: $85,000
- Payback: 5.7 months
- First-year ROI: 112%
Technologies
- Python + FastAPI (backend)
- React (client portal)
- PostgreSQL + Redis
- Integrations: 1C, SAP, Bitrix
- Mobile warehouse app (Flutter)
Managing a warehouse or logistics? Let's discuss automation