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Consumer Goods

Multi-Step Agentic Workflow for Inventory and Order Forecasting

Client: Direct-to-Consumer Brand

Inventory Forecasting Pipeline

Problem

Stockouts and over-ordering due to manual forecasting.

Solution

  • Built a multi-agent workflow: CRM Agent pulls historical sales, Demand Forecasting Agent predicts next sixty days, Inventory Agent compares prediction to available stock, Procurement Agent drafts purchase recommendations.
  • Forecasting formula: Forecast = Trend + Seasonality + Promotion Effect.

Outcome

  • Stockouts reduced by sixty five percent.
  • Storage costs reduced by twenty percent.
  • Procurement became proactive instead of reactive.