Black Acre Case Study #3: Performance Tracking Without Making Employees Feel Surveilled

Upper management wanted task completion rates, velocity trends, and productivity scores. Employees needed to trust the platform enough to actually use it. The tension between "tracking" and "surveilling" is real, and how the data was collected, labelled, and surfaced to different audiences required deliberate product and engineering decisions.