Lesson 1 of 3•AI for Inventory & Demand Planning0 of 3 complete (0%)
15 min read
AI-Assisted Demand Forecasting
What you'll learn
- 1Use AI to build demand forecast models that incorporate seasonality, trends, and external factors
- 2Create forecast accuracy measurement frameworks
- 3Generate scenario-based forecasts for promotional events and new product launches
The Forecasting Imperative
Every inventory decision starts with a forecast: how many units of each product will sell in each location over a given period. Get it right and you have the right products available when customers want them. Get it wrong and you face either empty shelves or clearance racks — both of which destroy margin.
Building Forecasts with AI
AI can help you construct and refine demand forecasts at multiple levels:
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What you'll learn:
- Use AI to build demand forecast models that incorporate seasonality, trends, and external factors
- Create forecast accuracy measurement frameworks
- Generate scenario-based forecasts for promotional events and new product launches