Disclosed are a computer system, a software path prediction computer, non-transitory computer-readable medium, and method for determining a predicted software path that utilize segmentation machine learning in combination with ensemble machine learning to keep a most accurate model running on a server program that receives requests from and sends predicted software path(s) to a software client.