AI Demand Forecasting Methods Compared: Choosing the Right Approach

When our supply chain team evaluated AI forecasting solutions last year, we faced dozens of vendor pitches all claiming superior accuracy. But the real question isn't "which AI method is best?"—it's "which approach fits our specific demand patterns, data availability, and planning processes?" After implementing multiple AI techniques across different product categories, here's what we learned.

The shift to AI Demand Forecasting represents a move from fixed statistical formulas to adaptive learning systems. But "AI forecasting" encompasses multiple methodologies, each with distinct strengths.…