Abstract: Disclosed herein is a system for efficient management of work flow through project management software. More specifically, the invention relates to novel task allocation processing based on available resources, characteristics of those resources, external event management, machine learning, and image processing ensuring efficient workflow by allowing resource capabilities to efficiently be utilized automatically.