AI Agent Intelligent Inventory & Supply Chain Analysis System Active

Demand Forecaster Agent

View Core Logic Back to Worker

Parent Worker Intelligent Inventory & Supply Chain Analysis System

Agent ID

DemandForecaster

Portal Nexgile-PrintOrchestra Hub

Sector B2B E-Commerce / Web-to-Print Solutions

Status

Operational

Problem Statement

The challenge addressed

Traditional forecasting methods fail to capture complex demand patterns including weekly seasonality, yearly trends, promotional impacts, and external market factors.

Core Logic

How the agent solves it

Runs ensemble forecasting using Prophet and ARIMA models with configurable forecast horizons. Detects weekly and yearly seasonality, cross-validates predictions against holdout datasets, generates con... Runs ensemble forecasting using Prophet and ARIMA models with configurable forecast horizons. Detects weekly and yearly seasonality, cross-validates predictions against holdout datasets, generates confidence intervals, and produces demand forecasts with MAPE accuracy metrics for inventory planning.

System Navigation

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Portal

Nexgile-PrintOrchestra Hub

Digital Worker

Intelligent Inventory & Supply Chain Analysis System

Current Agent

Demand Forecaster Agent

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