AI for Logistics

AI for Logistics That
Moves Faster Than Disruption

Supply chains break when models cannot adapt. Our logistics AI systems learn from your network — route patterns, demand signals, carrier performance, and disruption histories — and continuously optimise for cost, speed, and resilience, not just efficiency in normal conditions.

Route optimisation Demand forecasting Disruption-ready
22%
Fuel Cost Reduction
97%
On-time Delivery
98%
Client Satisfaction
AI for Logistics Capabilities
Enterprise-grade
Last-mile Route Optimisation95%
Demand & Inventory Forecasting92%
Shipment ETA Prediction90%
Supply Chain Risk Detection88%
Routes
Forecasts
Warehouse
Risk
🚚 Logistics AI
CanadaHVACfoot-logorakta-logobekn-logologo_modicumArcelorMittalHindustan_Unilever_Logo.svgMotorola LogoUnlistedkart logoArvest Bank LogoSaudi Irrigation OrganizationAurobindo PharmaWHO (2)L&T (2)FinoFarewayChromaBosch (2)
CanadaHVACfoot-logorakta-logobekn-logologo_modicumArcelorMittalHindustan_Unilever_Logo.svgMotorola LogoUnlistedkart logoArvest Bank LogoSaudi Irrigation OrganizationAurobindo PharmaWHO (2)L&T (2)FinoFarewayChromaBosch (2)
What's Included

AI for Logistics, End to End

End-to-end capability — from strategy and build to integration, monitoring, and ongoing support.

🗺️

Route Optimisation AI

Reinforcement learning and operations research models for last-mile and long-haul route optimisation — reducing fuel costs by 15–25% while improving on-time delivery rates.

📊

Demand & Inventory Forecasting

Multi-horizon demand forecasting models that optimise inventory positioning across distribution networks — reducing safety stock requirements while maintaining fill rates.

🚚

Shipment ETA Prediction

ML models predicting shipment ETA and delay risk in real time — factoring weather, carrier performance, port congestion, and customs patterns to give customers accurate ETAs.

🏭

Warehouse Intelligence

AI systems for warehouse slotting optimisation, pick path planning, and demand-driven replenishment — reducing pick travel time and warehouse operating costs.

⚠️

Supply Chain Risk AI

Predictive risk models monitoring supplier health, geopolitical signals, weather events, and port disruptions — alerting procurement teams before supply chain disruptions hit.

📄

Logistics Document Automation

AI processing bills of lading, customs declarations, PODs, and freight invoices — extracting data, validating compliance, and feeding freight management systems.

How We Work

Our Engagement Process

A disciplined, outcome-focused approach from first call to go-live.

  1. 1

    Network & Data Assessment

    Map your logistics network, data sources (TMS, WMS, carrier APIs), and identify the highest-value AI optimisation opportunities.

  2. 2

    Data Integration & Pipeline Build

    Integrate data from TMS, WMS, carrier APIs, and external signals into a unified data platform for model training.

  3. 3

    Model Development & Simulation

    Train optimisation models in a simulation environment — validating cost and service level improvements before production deployment.

  4. 4

    System Integration

    Connect AI models to your TMS, WMS, and ERP systems — surfacing recommendations and triggering automated actions.

  5. 5

    Continuous Optimisation

    Monitor model performance, incorporate new network changes, and continuously retrain as your logistics network evolves.

Technology Stack

Tools & Frameworks We Master

A production-tested, vendor-agnostic stack built for enterprise security and compliance requirements.

Optimisation

OR-ToolsPuLPGurobiPPO (RL)VRP SolversGoogle Maps API

Forecasting

ProphetLSTMLightGBMXGBoostN-BEATSStatsforecast

Systems Integration

SAP TMOracle TMSBlue Yonderproject44 APIFedEx / UPS APICustoms APIs

Infrastructure

KafkaApache SparkAirflowAWSDatabricksPostgreSQL
Real-World Impact

Use Cases by Industry

Production AI systems we have built across regulated, data-heavy industries.

Last-mile Delivery

Route Optimisation for Fleet

RL route optimisation for 500-vehicle fleet — 22% fuel cost reduction, 97% on-time delivery rate, $4.2M annual savings.

RLPPORoute
3PL Provider

Shipment ETA AI

ML ETA prediction model across 15 carriers — 91% accuracy on 24-hour ETA, 74% reduction in customer ETA queries.

MLAPIs3PL
E-commerce

Warehouse Slotting AI

AI warehouse slotting optimisation — reduced pick travel distance 28%, increased picks-per-hour 23% without additional headcount.

OR-ToolsWarehouse
Import/Export

Customs Document Automation

AI processing bills of lading and customs declarations — 99.3% extraction accuracy, $0.80 per document vs $12 manual cost.

IDPCustomsTrade
Retail Chain

Distribution Network Optimisation

Inventory positioning AI across 120-node distribution network — reduced safety stock 18% while maintaining 98.5% fill rate.

ForecastingInventoryRetail
Cold Chain

Supply Chain Risk Monitoring

Real-time risk monitoring for cold chain logistics — weather, carrier performance, and delay predictions surfaced 72 hours before impact.

Risk AICold Chain
Client Voices

What Teams Say After Shipping with Us

Real results from teams who needed AI to work in production, not just in a demo.

AndolaSoft has been a valued partner providing excellent customer service. Issues with clients or troubleshooting are handled in a timely manner and positive resolution is always the outcome.
JK
Jim Kaplan
Founder, AuditNet
I got a recommendation on AndolaSoft. They are more than half the cost, they have a can-do attitude, and they are responsive, timely, and easy to work with.
CV
Caroline Van Sickle
Pretty in my Pocket, Atlanta GA
Andolasoft team is very hardworking, dedicated and professional that follows through with their goals. The technical leadership is also a superior value to any other developers.
ZN
Zeid Nasser
Editor-in-Chief, theCollegeDriver.com
FAQ

Frequently Asked Questions

Route optimisation AI solves the Vehicle Routing Problem — assigning and sequencing deliveries across a fleet of vehicles to minimise total cost and time, subject to constraints (vehicle capacity, time windows, driver hours). It goes far beyond standard navigation by optimising the entire fleet simultaneously.

Ready to Optimise Your Logistics with AI?

Tell us your network size, key constraints, and biggest operational challenges. We will identify where AI delivers the fastest ROI in your logistics operations.