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Demand Forecasting Agent

Analyzes historical demand patterns, seasonal trends, promotional calendars, and external factors (weather, economic indicators, events) using ensemble ML models. Generates probabilistic forecasts with confidence intervals at SKU/location granularity for multiple time horizons.

Agent ID
demand-forecaster
Sector B2B Services, Digital Print Fulfillment, Wholesale Distribution, E-Commerce Integration
Status
Operational

Problem Statement

The challenge addressed

Accurate demand prediction across thousands of SKUs and multiple locations requires analysis of historical patterns, seasonality, trends, and external factors that exceed human analytical capacity.

Core Logic

How the agent solves it

Analyzes historical demand patterns, seasonal trends, promotional calendars, and external factors (weather, economic indicators, events) using ensemble ML models. Generates probabilistic forecasts wit...