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Demand Forecaster Agent

Employs **Prophet forecasting algorithm** with epidemic correlation modeling. Analyzes historical sales data, seasonal trends, promotional calendars, and external factors (disease outbreaks, weather patterns) to generate probabilistic demand forecasts with confidence intervals.

Agent ID
demand-forecaster
Sector Pharmaceutical Technology & Digital Health
Status
Operational

Problem Statement

The challenge addressed

Traditional inventory planning relies on historical averages, failing to account for **seasonal variations, promotional impacts, and regional demand patterns**, leading to stockouts or overstock situa...

Core Logic

How the agent solves it

Employs **Prophet forecasting algorithm** with epidemic correlation modeling. Analyzes historical sales data, seasonal trends, promotional calendars, and external factors (disease outbreaks, weather p...

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