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Demand Forecasting Workflow

Analyze historical data and market trends to predict future product demand and optimize inventory

Complexity: Complex | Duration: 30m+ | Category: Industry/Manufacturing

Tags: forecasting demand analytics planning inventory

Workflow Diagram​

Steps​

Step 1: Historical analysis​

Agent: data

analyst - Analyze past sales and demand patterns

Step 2: Trend identification​

Agent: data

analyst - Identify seasonal and market trends

Step 3: Model development​

Agent: data

analyst - Build forecasting models (time series, ML)

Step 4: Forecast generation​

Agent: orchestrator

Generate demand forecasts by SKU

Step 5: Accuracy validation​

Agent: component

qa-validator - Validate forecast accuracy

Step 6: Inventory planning​

Agent: project

architect - Translate forecasts to inventory plans

Step 7: Stakeholder communication​

Agent: codi

documentation-writer - Publish forecast reports

Usage​

To execute this workflow:

/workflow industry/manufacturing/demand-forecasting-workflow.workflow

See other workflows in this category for related automation patterns.