
Beauty Brand Demand Forecasting Is Not Really Forecasting
For years, beauty brands approached forecasting as a historical exercise. But beauty demand is now too dynamic for traditional models — the future is continuous demand sensing.

Kshitij Kumar
Jun 9, 2026












