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Manufacturing
Supply Chain Intelligence
Manufacturing & Distribution
The Problem
- •A mid sized manufacturing company constantly firefighting supply chain issues—surprise stockouts, overstocked warehouses, and delayed shipments
- •Inventory was piling up, cash flow was tightening, and shortages still occurred because the team couldn’t see real demand shifts quickly enough
- •Relied on gut-feel ordering
- •Manual reporting cycles caused constant delays
The Solution
- •We built a predictive supply chain intelligence platform
- •AI forecasts demand 6 weeks ahead
- •Collected real-time data across ERP, manufacturing logs, distributor orders, and shipment records
- •Automated purchase order recommendations based on 7-, 14-, and 30-day forward demand
- •Executive dashboard visualizing bottlenecks, projected shortages, and capital wastage
- •Predictive forecasting model using historical demand, seasonality, promotional effects, and market signals
- •Inventory risk engine flagging SKUs at oversupply or stockout risk
The Outcomes
Stockout Incidents
14/month → 0-1/month
Annual Holding Cost Reduction
$210,000
Forecast Accuracy
70% → 94%
Technologies Used
Next.jsPostgreSQLSupabaseERP IntegrationPythonPower BI
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