Case study

271 demand drivers found across 4,000+ variables.

The challenge: An indirect sales model through distributors left the brand with little visibility into what end consumers wanted, and where.
What we built: AI forecasting models that analyzed more than 4,000 internal and external variables to find the factors that move demand in each region.
The business value: Product allocation now follows regional demand, so inventory reaches the markets where customers are buying.