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Demand Forecaster Agent

Predicts future demand using Holt-Winters time-series analysis and seasonal pattern detection. Executes tools to fetch sales history, run forecasting models, and assess stockout risk.

Agent ID
demand-forecaster-agent
Sector B2B Wholesale & Enterprise Procurement
Status
Operational

Problem Statement

The challenge addressed

Pricing without demand visibility leads to stockouts on high-demand items and overstocking on declining products. Seasonal patterns and trend changes are often missed.

Core Logic

How the agent solves it

Predicts future demand using Holt-Winters time-series analysis and seasonal pattern detection. Executes tools to fetch sales history, run forecasting models, and assess stockout risk. Calculates safet...

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