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R&D services

Research on your real operations

We take a real question from your business, use your real data, and come back with measured results — not slides.

R&D services — research on your real operations

  1. ❓
    Your question

    e.g. which layout or strategy?

  2. 📊
    Your real data

    SKUs, orders, locations

  3. 🧪
    Model & simulate

    Compare the options

  4. 📐
    Measure

    Quantified outcomes

  5. 📝
    Recommend

    Clear, reproducible result

🏭

Putaway Intelligence Published

6.7×
  • 3 putaway strategies, 2 layouts
  • 200 SKUs, 34,476 order lines, 310 locations
🤖

Warehouse ML Simulation In progress

  • Reinforcement learning on the same putaway data
  • Isaac Sim, Gymnasium, Unity ML-Agents
  • NVIDIA Inception member

Practitioner research

Same warehouse. Different layout. 6.7× difference.

We compared 3 putaway strategies across two layouts. Same SKUs, same orders — only the layout and strategy change.

I-shape

Goods come in one side and leave from the other.

IN OUT

U-shape

Goods come in and leave from the same side.

IN OUT
0SKUs
0Order lines
0Locations
0Efficiency spread
Read the full case study →