Increment works with manufacturers to upskill their current workforce to reach a full production capacity. It aggregates role information, skills requirements, and pathway options to move to the next role for a worker. It provides real-time training progress trackers for supervisors, training and operations directors, and shop floor workers. The result is a customizable, interactive workforce training tool showing worker training progress, a pipeline of recommendations, and proven ROI of training initiatives.