Virtual reality has not been used to its full potential as an empathy machine. So far, it has mostly dominated a consumer market. We wanted to expand its horizons in the B2B market. Hence, we came up with the idea of making a sensitivity training application for corporates, schools, hospitals, warehouses, etc. Sensitivity training exists as a video in most workplaces. It never makes an impact because it lacks connection. Afinity is a virtual reality application that is used as a sensitivity training tool for workspaces and schools. We make sensitivity training an immersive experience for the employees and students by making them see things from the perspective of a disabled person. Afinity makes them experience the challenges that disabled people face in their day to day lives especially at work. Afinity aims to make people compassionate and empathize with persons with disabilities.