We are developing a solution that combines AI and gamification for physical rehabilitation. The solution is based on AI machine learning that analyzes the efficiency of physiotherapy treatment. The personalization and gamification motivate the end-user to perform the home exercises prescribed by the physiotherapist. The user only needs a laptop computer, so no extra devices or sensors are needed. Our solution is now being tested in clinical environment in Haapsalu neurological rehabilitation center and in home rehabilitation in the city of Oulu.