Double pick rates and hit 99.5%+ accuracy with AI
From 120 picks/hour to 250+. AI-powered WMS, demand-driven fulfillment, and real-time labor analytics — built in weeks.
Warehouse Management Benchmarks
Where does your operation stand against industry leaders?
What global leaders are doing
Industry examples from publicly reported initiatives — not Xamun projects. Included to illustrate what AI transformation looks like in this sector.
Billions invested in warehouse automation and AI — here is what is working.
Locus Robotics doubling fulfillment productivity. Boston Dynamics Stretch at 700 packages/hour. 95% of global warehouses now automated.
AI foundational model processing 400M items. Kiva robots in fulfillment centers. AI mapping 2.8M addresses for micro-fulfillment.
400 micro-fulfillment centers across 19 cities. Kirana store integration for last-mile. Volume doubling every 45 days.
The transformation opportunity
What changes when mid-market warehouses adopt AI-powered operations.
- ✗ Manual picking: 120-150 picks/hour
- ✗ Pick accuracy: 97-98%
- ✗ Labor: 40-60% of warehouse cost
- ✗ No real-time productivity visibility
- ✗ Seasonal hiring: 4-6 weeks per ramp
- ✗ 5-10% orders delayed by inventory mismatch
- ✓ Voice/vision-guided picking: 250+ picks/hour
- ✓ Pick accuracy: 99.5%+
- ✓ Labor cost per unit shipped down 40-50%
- ✓ Real-time dashboard per team member
- ✓ Seasonal staffing: 1-2 weeks with AI assist
- ✓ OTIF improves to 99%+
We build it, run it with your team — and you pay per order fulfilled.
No upfront CAPEX — we invest the build ourselves. Once it’s live, you pay a small toll per order picked, packed and fulfilled the system processes: a small fraction of the value each one creates. A slow month means a small invoice; if it doesn’t run, you don’t pay.
We’re not a vendor shipping software into your operation. For the operation we run, we’re part of your company — in your numbers every week, paid only as they move. Where fulfilled orders aren’t the honest measure, we price it as a fixed project instead; the accountability doesn’t change, only how you pay.
How Xamun delivers
AI systems scoped, specified, and delivered in weeks.
Real-time inventory visibility, demand-driven putaway and picking logic, and labor scheduling optimization powered by machine learning.
Predicts demand by SKU, location, and time of day. Automates putaway location selection and triggers reordering and allocation.
Tracks productivity per associate in real-time, identifies bottlenecks and training needs, with gamification to drive engagement.
Optimize your warehouse operations
Book a discovery call to explore how Xamun can boost pick rates, improve accuracy, and cut labor costs in your warehouse. No upfront cost — you pay only when the system runs.