Supply Chain Visibility and Demand Forecasting
An AI-powered logistics platform delivering real-time visibility and predictive intelligence across a national distribution network.
Client
National Distributor, Multi-Warehouse & Fleet
Industry
Supply Chain & Logistics
Duration
5 months
Year
2024
Background
A major national logistics and distribution company was managing a complex network of warehouses, fleets, and supplier relationships using disconnected legacy tools. Siloed data meant leadership had no unified operational view — decisions were reactive rather than predictive, and inefficiencies compounded across every tier of the supply chain.
The Challenge
The organization faced delays in shipment tracking, inaccurate inventory forecasting, warehouse inefficiencies, and limited operational visibility across their logistics network. Procurement workflows were manual and slow, delivery prediction accuracy was poor, and the lack of real-time data made it impossible to respond to disruptions proactively.
Our Solution
SageWare developed an AI-powered supply chain intelligence platform enabling real-time visibility, predictive analytics, logistics automation, and operational monitoring. We integrated IoT sensors across warehouse nodes, built an AI demand forecasting engine, and delivered a unified procurement intelligence dashboard connecting all operational data into a single pane of glass.
Key Deliverables
- AI demand forecasting engine reducing inventory waste by 28% across distribution centers
- IoT-integrated real-time shipment and fleet monitoring across the full logistics network
- Unified procurement intelligence dashboard connecting all operational data sources
- Automated alerts and reporting replacing manual operational review workflows
Results & Impact
How We Did It
01
Operational Discovery
Mapped all supply chain nodes, data flows, and identified the highest-impact visibility and forecasting gaps.
02
IoT & Data Integration
Deployed IoT sensors across warehouse nodes and built data ingestion pipelines connecting fleet, inventory, and procurement systems.
03
AI Platform Build
Developed AI demand forecasting engine, real-time shipment tracking, and automated alert and reporting systems.
04
Dashboard & Training
Delivered Power BI procurement intelligence dashboards, conducted team training, and provided 30-day hypercare support.
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