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LOGISTICS — WAREHOUSE MANAGEMENT

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.

250+
picks/hour with AI guidance
40-50%
labor cost reduction per unit
AI-powered warehouse management systems

Warehouse Management Benchmarks

Where does your operation stand against industry leaders?

KPI Industry Average Top Quartile AI-Transformed
Pick Rate (per hour) 120-150 175-250 250-300+
Pick Accuracy 97-98% 99-99.5% 99.5-99.9%
OTIF (On-Time In-Full) 92-95% 97-98% 99%+
Labor as % of Revenue 15-25% 12-15% 10-12%
Training Time (seasonal) 4-6 weeks 2-3 weeks 1-2 weeks

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.

DHL Supply Chain
$737M Robotics Investment

Locus Robotics doubling fulfillment productivity. Boston Dynamics Stretch at 700 packages/hour. 95% of global warehouses now automated.

80% reduction in training times
Amazon
SCOT AI System

AI foundational model processing 400M items. Kiva robots in fulfillment centers. AI mapping 2.8M addresses for micro-fulfillment.

30% reduction in delivery times
Flipkart (India)
Micro-Fulfillment Network

400 micro-fulfillment centers across 19 cities. Kirana store integration for last-mile. Volume doubling every 45 days.

220,000 seasonal jobs created

The transformation opportunity

What changes when mid-market warehouses adopt AI-powered operations.

Before — Typical Mid-Market
  • ✗ 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
After — AI-Enabled Operations
  • ✓ 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%+

How Xamun delivers

AI systems scoped, specified, and delivered in weeks.

AI-Optimized WMS

Real-time inventory visibility, demand-driven putaway and picking logic, and labor scheduling optimization powered by machine learning.

15-25% productivity improvement
Demand Forecasting & Inventory

Predicts demand by SKU, location, and time of day. Automates putaway location selection and triggers reordering and allocation.

10-15% reduction in carrying costs
Real-Time Labor Analytics

Tracks productivity per associate in real-time, identifies bottlenecks and training needs, with gamification to drive engagement.

10-15% voluntary productivity increase

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.

Book a Discovery → See How It Works