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LOGISTICS — LAST-MILE DELIVERY

Cut last-mile costs by 25-30% with AI route optimization

Last-mile accounts for 50%+ of total delivery costs. AI-powered routing, predictive demand, and real-time tracking — built in weeks, not months.

50%+
of delivery costs are last-mile
$2.26
avg cost per mile (2024)
AI-powered last-mile delivery optimization

Last-Mile Delivery Benchmarks

Where does your operation stand against industry leaders?

KPI Industry Average Top Quartile AI-Transformed
Cost per Delivery $12-15 $8-10 $5-7
Fleet Utilization 65-70% 70-80% 80-85%
On-Time Delivery 80-85% 90-93% 95%+
First-Attempt Success 85-88% 92-95% 98%+
Route Planning Time 4-6 hrs/evening 1-2 hrs Real-time / 5 min

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 AI-powered last-mile delivery — here is what is working.

Amazon Logistics
Dynamic Routing System

AI, reinforcement learning, and graph neural networks driving 29% delivery efficiency improvement. Scout 2.0 robots in 50+ cities. SCOT system processing 400M items across 270 time spans.

30% reduction in delivery times by 2025
UPS
ORION Platform

$1B invested over 4 years in advanced routing algorithms. Processes 1+ billion data points daily with machine learning. 100 million fewer delivery miles in 2019 alone.

$200-300M annual savings projected
Walmart
AI-Driven Delivery Optimization

Proprietary delivery network with real-time traffic analysis and customer preference integration, competing head-to-head with Amazon on same-day delivery.

DHL Global
Dynamic Routing & Predictive Analytics

AI-powered routing across 50+ countries, integrated with robotic warehouses for end-to-end automation. 50% reduction in customs clearance times in certain regions.

The transformation opportunity

What changes when mid-market operators adopt AI-powered delivery operations.

Before — Typical Mid-Market
  • ✗ Manual route planning: 4-6 hours per evening
  • ✗ 30-40% of routes suboptimal
  • ✗ Fleet utilization: 65-70%
  • ✗ Cost per delivery: $12-15
  • ✗ No predictive capability for demand surges
  • ✗ 15-20% plan failures from disruptions
  • ✗ 10-15% daily ops consumed by missed deliveries
After — AI-Enabled Operations
  • ✓ Real-time dynamic routing every 5-10 minutes
  • ✓ 25-30% fewer miles traveled per day
  • ✓ Fleet utilization: 80-85%
  • ✓ Cost per delivery: $8-10
  • ✓ Predictive models adjust 24-48 hrs ahead
  • ✓ 95%+ on-time despite disruptions
  • ✓ 98%+ first-attempt delivery success

How Xamun delivers

AI systems scoped, specified, and delivered in weeks.

AI Route Optimization

ML models trained on your historical routing data with real-time traffic, weather, and events integration. Driver behavior learning and dynamic re-routing.

15-25% fewer miles, 12-18% OTD improvement
Predictive Demand Forecasting

Identify delivery surges 24-48 hours ahead. Auto-scale fleet requirements and staffing. Prevent overtime costs and capacity mismatches.

20-30% reduction in overtime costs
Customer Tracking Portal

Self-service delivery window selection, real-time tracking, and automated notifications. Eliminate status calls through full transparency.

20-30% fewer support tickets

Optimize your last-mile delivery

Book a discovery call to explore how Xamun can cut your delivery costs, optimize routes, and improve first-attempt success rates.

Book a Discovery → See How It Works