The manufacturer then linked this and other information into supply chain forecasting and modeling tools to better understand the ideal way to flow products (for example, direct to store, regional vs. national distribution, third-party distribution) on a month-by-month basis to retailers, while maximizing revenue based on promotions, seasonality, and other factors.