Industry Solutions: Logistics

Optimizing the Global Movement of Goods

Deploy AI systems that solve complex routing, demand forecasting, and warehouse automation challenges—delivering measurable cost reduction and operational efficiency for global 3PLs, carriers, and shippers.

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Key Business Outcomes

12-18% reduction in transportation costs
94% ETA prediction accuracy
35%+ improvement in warehouse throughput
Real-time supply chain visibility

Enterprise Solutions

Production-ready AI solutions designed for the specific challenges facing Logistics organizations.

01

Dynamic Route Optimization Engine

Deliver more with less—optimize every mile, every stop, in real-time

The Challenge

Static route planning wastes 15-20% on fuel and time. Dispatchers manually adjust for traffic, weather, and customer changes—a process that doesn't scale. Drivers end up with suboptimal routes, excessive mileage, and missed delivery windows. Meanwhile, fuel costs continue to rise and customer expectations for precise delivery times increase.

Our Solution

Deploy AI-powered route optimization that continuously recalculates the most efficient routes considering real-time traffic, weather, delivery windows, vehicle capacity, and driver hours. Our engine handles thousands of stops across hundreds of vehicles, dynamically re-routing as conditions change throughout the day.

How It Works

1
Order ingestion consolidates deliveries with time windows, priorities, and special requirements
2
Constraint modeling captures vehicle capacity, driver hours, hazmat restrictions, and customer preferences
3
Multi-objective optimization balances cost, time, service levels, and carbon footprint
4
Real-time re-optimization adjusts routes for traffic, weather, and order changes
5
Driver mobile app provides turn-by-turn navigation with dynamic updates

Business Impact

-18%
Fuel Cost
Optimized mileage through smarter routing
+25%
Stops Per Route
More deliveries in the same driver hours
94%
On-Time Delivery
Reliable ETAs with dynamic adjustment
-90%
Planning Time
Automated route generation in minutes

Key Capabilities

Real-time traffic integrationMulti-constraint optimizationDynamic re-routingDriver mobile appCarbon footprint tracking
02

Demand-Driven Inventory Positioning

Right stock, right place, right time—before customers even order

The Challenge

Poor inventory positioning causes 35% of warehousing costs. Excess stock in low-demand locations ties up working capital while stockouts in high-demand areas lose sales and frustrate customers. Traditional forecasting relies on historical averages that miss demand signals, seasonal shifts, and market changes. Replenishment decisions are reactive rather than predictive.

Our Solution

Deploy ML-powered demand sensing that predicts what customers will need, where, and when—then automatically positions inventory across your distribution network. Our system ingests POS data, market signals, weather forecasts, and promotional calendars to generate accurate forecasts and optimal inventory deployment recommendations.

How It Works

1
Multi-signal demand sensing combines historical sales, market trends, and external factors
2
ML forecasting generates SKU-location predictions with confidence intervals
3
Network optimization determines ideal inventory positioning across DCs and stores
4
Automated replenishment triggers POs and transfer orders based on projected demand
5
Continuous learning improves forecast accuracy from actual sales outcomes

Business Impact

-30%
Stockouts
Proactive positioning prevents lost sales
+35%
Inventory Turns
Less dead stock, more available-to-sell
-$3.2M
Warehouse Costs
Optimized storage and handling efficiency
92%
Forecast Accuracy
Reliable demand predictions for planning

Key Capabilities

Multi-echelon optimizationExternal signal integrationSafety stock optimizationAutomated replenishmentPromotional demand modeling
03

Predictive Shipment Visibility

Know where every shipment is and when it will arrive—with 94% accuracy

The Challenge

Only 40% of shipments have accurate ETAs beyond a 4-hour window. Customers and operations teams are left in the dark, flooding call centers with "where is my order" inquiries. When delays occur, reactive communication damages customer relationships. Logistics teams spend hours manually tracking shipments across carriers and modes without a unified view.

Our Solution

Provide real-time visibility across all shipments, carriers, and modes with AI-powered ETA predictions that achieve 94% accuracy within 30-minute windows. Our platform consolidates tracking data from GPS, carrier APIs, and IoT sensors—then applies ML to predict delays before they impact customers and trigger proactive communication.

How It Works

1
Multi-modal tracking aggregates GPS, carrier API, and IoT sensor data across all shipments
2
ML models analyze traffic, weather, port congestion, and historical patterns
3
ETA predictions update continuously with 30-minute accuracy windows
4
Exception detection identifies at-risk shipments before delays impact customers
5
Automated customer communication proactively notifies of status changes

Business Impact

94%
ETA Accuracy
Within 30-minute delivery windows
-60%
WISMO Calls
Customers self-serve with accurate tracking
85%
Proactive Alerts
Notify customers before they call
+25pts
Customer Satisfaction
Improved NPS from visibility and communication

Key Capabilities

200+ carrier integrationsIoT sensor connectivityML-powered ETA predictionException managementCustomer notification automation

Enterprise Integration

Seamlessly connect with your existing infrastructure. No rip-and-replace required.

Transportation Management

Native connectivity to your TMS enables optimization without disrupting existing planning and execution workflows.

Oracle Transportation Management
Bidirectional integration for shipment planning, execution, and freight payment
SAP TM / SAP Logistics Business Network
Real-time visibility and optimization within SAP transportation workflows
Blue Yonder TMS
Embedded optimization and visibility for JDA/Blue Yonder transportation planning

Warehouse Systems

Connect warehouse operations for end-to-end visibility from order to delivery.

Manhattan WMS
Inventory visibility and order status integration for fulfillment coordination
Blue Yonder WMS
Real-time inventory and order data for demand-driven replenishment
SAP EWM
Extended warehouse management connectivity for complex distribution operations

Standards & Connectivity

Industry-standard data formats and protocols for universal integration across your logistics network.

EDI X12 / EDIFACT
Standard electronic data interchange for carrier, customer, and vendor communication
GS1 Standards
Barcode and RFID data standards for item-level tracking and serialization
Carrier API Gateway
Pre-built connections to 200+ carriers for real-time tracking and booking

Ready to Transform Your Logistics Operations?

Partner with us to deploy production-grade AI that delivers measurable business impact and sustainable competitive advantage.

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