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Smart Warehouse & Logistics
智能仓储物流
AGV/AMR plus racking and WMS/WCS for goods-to-person picking, automated replenishment and real-time inventory.
- 2–3× picking throughput
- Inventory accuracy >99.9%
- AGV/AMR + WMS/WCS integrated
- Goods-to-person & tote-to-person
## What's in it
- AMR (lift-and-carry) or tote-handling robots
- WMS (inventory/orders) + WCS (equipment scheduling)
- Goods-to-person picking stations (operator stays put)
## Benefit and its precondition
Picking throughput typically rises 2–3× and inventory accuracy reaches 99.9%+. But the order profile has to suit it. For full-case, bulky items, or a huge SKU count with very uneven movement, goods-to-person is not always worth it — sometimes forklift plus handheld is cheaper.
## ROI tracks order lines
Across several projects: below ~800 order lines/day, AMR payback often exceeds 3 years and we advise against it; above 1,500 lines it's usually 18–24 months. Under that volume, fix process and slotting first — don't rush to hardware. That's the "delete before you automate" principle.
## Phase it
Deploy the WMS first to get the data foundation right (1–2 months), then bring in AMRs gradually. Launching the full stack at once means a long, concentrated shake-out period.
Named references available on request.
## Technical Specifications
| Item | Range |
|---|---|
| Storage | AS/RS up to 24 m, 50-500 pallet/h per crane |
| AMR/AGV | 100-1,500 kg payload, QR/SLAM navigation |
| WMS | Wave/order picking, FEFO/FIFO, ERP interface |
| Sorting | up to 10,000 parcels/h cross-belt |
| Accuracy | 99.99% inventory accuracy |
## Typical Line Configuration
AS/RS cranes or shuttle racks, conveyor loops, AMR fleet, pick-to-light stations, WMS/WCS software, dock management.
## Case Study
A 3PL in the UAE automated a 12,000-pallet warehouse: 40% labor reduction, 2.1x throughput, ROI in 2.8 years.
## FAQ
**Q: AS/RS or AMR - how do we choose?**
A: High-density, stable SKU pallets favor AS/RS; frequently changing layouts and mixed-case picking favor AMR fleets. Many projects combine both.
**Q: Can your WMS integrate with SAP/Oracle?**
A: Yes, via standard REST/IDoc interfaces; typical integration takes 4-8 weeks including UAT.
**Q: What happens during power or system failure?**
A: Cranes park safely, AMRs hold position, and WMS resumes from the last confirmed transaction; manual pick paths remain available as fallback.