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AI // Automation // Logistics

Predictive Demand & Inventory Engine

An ML-powered planning layer that ingests sales, weather, and lead-time signals to produce daily replenishment plans — reducing stock-outs by 32% in pilot deployments.

Inventory optimization re-imagined as an autonomous planning loop. The engine ingests heterogeneous signals — POS sales, weather forecasts, supplier lead times, marketing pulses — and emits daily replenishment plans with confidence intervals planners can override.