Fleet of 200 Delivery Vehicles
AI route optimization for a regional logistics company. Real-time rerouting based on traffic, delivery windows, and vehicle capacity. ₹1.8Cr fuel savings per year. 18% more deliveries per vehicle per day.
AI Logistics Automation — Bengaluru
AI-Powered Logistics Automation — Route Optimization, Demand Forecasting & Warehouse Intelligence
Route optimization that saves 22% on fuel. Demand forecasting at 85% accuracy. Warehouse automation that triples throughput without adding headcount.
Get a Logistics AI Assessment15+ deployments22% fuel savings₹6Cr+ saved
Why AI for Logistics
Three Ways AI Optimizes Your Supply Chain
01
AI Route Optimization
Dynamic routing that considers real-time traffic, delivery windows, vehicle capacity, and driver availability. Re-optimizes on the fly as conditions change. 22% fuel savings and 18% more deliveries per vehicle.
02
Demand Forecasting
ML models achieve 85% forecast accuracy across 500+ SKUs by incorporating seasonality, weather, promotions, and competitor data. 40% fewer stockouts, 25% less excess inventory.
03
Warehouse Intelligence
AI-optimized pick paths, demand-driven slotting, and automated quality verification. 3x throughput from existing warehouse footprint without adding headcount.
Real Logistics Deployments
AI Automation Running in Supply Chains
E-commerce Warehouse
AI-powered pick-pack-ship automation for a 50,000 sq ft warehouse. Pick path optimization, demand-driven slotting, and automated quality checks. 3x throughput, 60% fewer picking errors.
FMCG Distributor
Demand forecasting across 500+ SKUs for a national FMCG distributor. Models incorporate seasonality, promotions, weather, and competitor data. 40% fewer stockouts, 25% less excess inventory.
Architecture
Our Logistics AI Stack
Layer 1
AI / ML
Prophet and LightGBM for demand forecasting. Reinforcement learning for dynamic routing. Computer vision for warehouse automation and package verification.
Layer 2
Geospatial
Google OR-Tools for vehicle routing. H3 for hexagonal geospatial indexing. PostGIS for spatial queries. Real-time traffic API integration.
Layer 3
Real-Time
Apache Kafka for event streaming. Redis for caching and real-time state. WebSocket for live driver tracking. Sub-second route recalculation.
Layer 4
Integration
SAP and Oracle WMS connectors. TMS integration via REST APIs. GPS and telematics data ingestion. ERP connectivity for order management.
15+
Logistics Deployments
22%
Fuel Savings
85%
Forecast Accuracy
₹6Cr+
Saved for Clients
Our Process
From Assessment to Production in 8 Weeks
Logistics Assessment
Audit your supply chain, map delivery patterns, analyze fleet utilization and warehouse throughput. Identify highest-ROI automation targets.
→ Optimization RoadmapModel Development
Train routing and forecasting models on your historical data. Build warehouse optimization algorithms. Validate accuracy.
→ Trained ModelsIntegration
Connect to your WMS, TMS, and ERP systems. Deploy real-time data pipelines. Run in shadow mode alongside existing operations.
→ System IntegrationGo Live
Switch to AI-optimized operations with monitoring dashboards and alerting. Driver and warehouse team training. 30-day support included.
→ Live DeploymentInvestment
Transparent Pricing
Exact costs depend on fleet size, SKU count, and integration complexity. We provide a detailed estimate after the logistics assessment.
Single Function
₹4-10L6-8 weeksOne logistics AI function — route optimization, demand forecasting, or warehouse pick-path optimization. Includes data integration and deployment.
Supply Chain Suite
₹12-30L3-5 monthsMultiple connected AI functions across your supply chain with unified dashboards, cross-function optimization, and team training.
Enterprise
On RequestScoped per engagementOrganization-wide supply chain AI transformation across multiple facilities, regions, and functions.
Contact UsClient Testimonials
What Our Partners Say
"Cartoon Mango was great to work with. They improvise and provide 24X7 support."
Gaurav SaxenaMedia Manager — BCCI
FAQ
Common Questions About Logistics AI
AI route optimization analyzes real-time traffic data, delivery windows, vehicle capacity, driver availability, and historical patterns to calculate the most efficient routes. Unlike static route planning, our system re-optimizes in real-time as conditions change — traffic jams, cancellations, or priority orders. Clients typically see 22% fuel savings and 15-20% more deliveries per vehicle per day.
We Have Delivered 100+ Digital Products
Sports and Gaming
IPL Fantasy League
Innovation and Development Partners for BCCI's official Fantasy Gaming Platform
Banking and Fintech
Kotak Mahindra Bank
Designing a seamless user experience for Kotak 811 digital savings account
News and Media
News Laundry
Reader-Supported Independent News and Media Organisation
Tell Us About Your Supply Chain
Share your logistics bottleneck. We'll respond with an automation roadmap and ROI projection — not a sales pitch.
- Supply chain assessment
- ROI estimate with payback timeline
- Engineering-first conversation, no fluff
Your information is secure. We never share your data.
