inputs to the tool with 300 million transaction records per week from the current season. This new system generates more than one billion individual forecasts per year, and has already delivered convincing results. With only 11% of catalog items missing the sales prediction by more than 20% (see Figure 10), the Otto Group is now better able to satisfy