Abstract: A system and a method of automatically allocating by an autonomous orchestration of work items to organizational resource are provided herein. The method may include the following steps: obtaining a stream of work items allocation requests from a delivery management system; analyzing the stream of work items allocation requests, to extract work items specification from the requests; applying an optimization of the human resources vis a vis the work items specifications; and providing recommendation for allocation of said work items to the delivery management system.

Abstract: A computer implemented method for generating a performance rating for a developer may include monitoring developer activities to obtain near real-time activity data; exploring the near real-time activity data to identify entities; structuring the near real-time activity data into data-frame objects; performing a feature engineering procedure to measure representative behaviors of the developer and performing a performance analysis to produce performance rating of the developer.

Abstract: A computer implemented method for generating a performance rating for a developer may include monitoring developer activities to obtain near real-time activity data; exploring the near real-time activity data to identify entities; structuring the near real-time activity data into data-frame objects; performing a feature engineering procedure to measure representative behaviors of the developer and performing a performance analysis to produce performance rating of the developer.