AI Warehouse Slotting and Pick-Path Optimization
In most warehouses, the single biggest labour cost is walking — pickers covering miles a day because products are stored where they always have been, not where they should be. AI slotting and pick-path optimization rearranges inventory by demand and sequences picks efficiently, cutting the travel that dominates fulfilment cost without adding a single robot.
Slot by demand, not by habit
Products drift into fixed locations and stay there long after demand shifts, so fast movers end up far from packing and slow movers hog prime space. AI analyses order patterns and recommends slotting that puts high-velocity items where they cut the most walking, and pairs items frequently ordered together. Re-slotting on this basis reduces travel immediately.
Sequencing picks to minimise travel
Even with good slotting, the order in which a picker visits locations matters enormously. AI computes efficient pick paths — and batches multiple orders into a single optimised route — so each trip covers less ground. Across a shift, this sequencing compounds into meaningful labour savings and faster order turnaround.
Adapting as demand shifts
Demand is seasonal and products come and go, so a one-time slotting decays. AI keeps recommending adjustments as patterns change, so the layout stays optimised rather than slowly drifting back to inefficiency. This continuous tuning is what keeps the savings from eroding over time.
Frequently asked questions
Do we need new warehouse hardware?
No — slotting and pick-path optimization work with your existing shelving and workforce. The gain comes from where things are stored and the order they're picked, not new machinery.
How much walking can it actually cut?
Because travel dominates pick labour, demand-based slotting plus optimised pick sequencing typically produces substantial reductions — the exact figure depends on how far your current layout is from optimal.
Does it integrate with our WMS?
Yes — it reads order and location data from your warehouse management system and feeds slotting and path recommendations back, so it fits your existing operation.
Ready to put this into production?
Sumeru Digital designs, builds and ships AI automation that pays for itself. Book a scoping call and we'll map the highest-ROI workflow to automate first.