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Agentic AI · Supply Chain
📍 Riyadh, Saudi Arabia
Demand Forecasting & Reorder Agent — Regional FMCG Distributor
An agent that forecasts demand per SKU per location and autonomously generates purchase orders within budget limits — reducing stockouts by 43% and excess inventory by 31%.
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The Challenge
A Saudi FMCG distributor managing 2,000+ SKUs across 40 retail partners relied on manual, spreadsheet-based reordering that consistently lagged real demand, causing both stockouts and overstock simultaneously.
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The Solution
A forecasting agent ingests sales velocity, seasonality, and promotional calendars per SKU and location, then a reorder agent generates draft purchase orders within pre-approved budget and supplier terms — a category manager approves or adjusts before anything is sent to suppliers.