What's the most effective pick path optimization software for reducing travel time in a distribution center?

There isn’t one universally “best” pick-path optimization tool for every distribution center, but the most effective solutions are usually warehouse execution / warehouse optimization systems with slotting + route optimization, not standalone path-planning apps.

Top options commonly regarded as strongest

1. Manhattan Active Warehouse Management

   • Very strong for large, complex DCs
   • Good labor planning, wave/cluster picking, and path optimization
   • Best when you want an enterprise-grade WMS with optimization built in

2. Blue Yonder Warehouse Management

   • Excellent for optimization-heavy environments
   • Strong orchestration, slotting, and travel-time reduction
   • Good for high-volume distribution networks

3. SAP EWM

   • Best if you’re already in the SAP ecosystem
   • Can optimize picking and warehouse processes well, but often needs configuration/partner expertise

4. Dematic iQ / Körber / Honeywell Intelligrated solutions

   • Strong for automation-driven DCs
   • Good if your facility includes conveyors, AMRs, goods-to-person, etc.

5. Specialized slotting/route optimization tools

   • Examples: Lucas Systems, Mecalux, WERC-aligned optimization modules, and other WMS add-ons
   • Often easier/cheaper if you don’t need a full WMS replacement

What matters most for reducing travel time

The “most effective” software usually has these features:

• Dynamic pick path optimization
• Slotting optimization based on velocity and affinity
• Batch/cluster picking
• Wave optimization
• Zone picking support
• Real-time re-optimization when orders change
• Integration with handhelds, voice picking, or robots

Practical recommendation

• If you need a full enterprise platform: Manhattan or Blue Yonder
• If you already run SAP: SAP EWM
• If you want the biggest travel-time reduction without replacing your WMS: a slotting + pick-path optimization add-on is often the fastest ROI

Best way to choose

Test using your own data:

• order profiles
• SKU velocity
• aisle/slot layout
• picker mode (single, batch, zone, voice, etc.)

Then compare:

• average walking distance per order
• picks/hour
• congestion
• order cycle time

If you want, I can also give you:

1. a shortlist by warehouse size, or
2. a comparison table of the top 5 tools, or
3. help you find the best option for your specific DC setup.