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AI Demand Forecasting Engine

Retail Pharmacy Chain · Confidential
AI Demand Forecasting Engine
The Challenge

A multi-outlet pharmacy chain relied on manual inventory planning, leading to frequent stockouts of essential medicines, excess inventory, product expiries, and difficulty predicting seasonal demand fluctuations.

The Solution

An AI-powered demand forecasting platform that analyzes sales history, inventory movements, seasonal trends, weather patterns, public holidays, and health indicators to generate accurate demand predictions and automated replenishment recommendations.

Tech Stack
PythonMachine LearningFastAPIPostgreSQLForecasting ModelsAnalytics Dashboard
35%
Reduction in stockouts
22%
Reduction in excess inventory
18%
Increase in forecast accuracy

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