Carployee is a leading provider for a B2B solution that facilitates the organization of carpooling employees. Commuters are being motivated to pool their cars via Carployee’s carpooling app, which includes the matching and an incentive system with gamification components. Currently, the matching considers only commutes by car and pick-up locations at home addresses. In order to increase the potential of carpooling and to make the app more attractive, the functionality and flexibility of the app is going to be extended within a research cooperation between Carployee, Z_GIS and Seibl IT. The major challenge of this project is the complexity of the optimization problem, which can be solved only heuristically.