Client Overview

A large manufacturing enterprise managing plants, warehouses, and distribution centers with operations spread across ERP, MES, WMS, procurement, and logistics systems.

The Challenge

They needed real-time, agentic intelligence across production, supply chain, and inventory.

• Production KPIs scattered across multiple systems
• Stockouts, delays, and backorders detected too late
• Static BI dashboards unable to signal real-time risks
• Dependence on analysts for simple performance queries
• No predictive visibility into supply chain disruptions or machine downtime

Our AI Solution

We deployed an AI analytical platform with manufacturing-grade capabilities.

Key Capabilities

• Predictive stockout & downtime alerts
• Conversational analytics for planners, plant heads & supply chain managers
• What-if simulations for demand forecasting & capacity planning
• Automated reporting for production efficiency & OEE metrics
• Cross-domain connectors: ERP, MES, WMS, SCADA
• Unified operational cockpit for plant-to-warehouse visibility

Impact & Key Results

The manufacturing enterprise saw immediate improvements in production throughput, supply chain responsiveness, and inventory accuracy. AI-powered predictions replaced manual monitoring, giving leadership real-time control over plant operations and inventory health.

Key results included:

• Higher production throughput, driven by early detection of machine downtime and process delays
• 30-50% improvement in supply chain responsiveness, as stockouts and delays were predicted before they occurred
• Unified operational visibility, consolidating plant, warehouse, and logistics KPIs into a single dashboard
• Improved forecasting accuracy, thanks to what-if simulations and AI-driven demand insights
• Reduced analyst effort, as routine reports and KPI analysis were automatically generated
• Faster, more confident decisions, with leaders receiving instant explanations for shifts in production or inventory

Call to Action

Optimize production & supply chain performance with AI-driven insights — Let's get started.