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This paper envisions a futuristic scenario for supporting gross and fine motor skills of children with developmental disorders in an integrated environment using virtual reality, exergames, tracking sensors (eg, Kinect, Leap motion) and artificial intelligence. First, we show the importance of supporting gross and fine motor coordination skills of children with developmental disorders. Then, we state the technologies already developed and the current proposals for technologies designed for supporting gross and fine motor coordination skills. Our proposal consists of a technological room–ExerCaveRoom-, where children can practice exercises for fine and motor coordination skills specifically adapted for their needs using different kinds of technology, with the advantage of performing their complete therapy in the same environment. Additionally, the therapists can obtain childrens performance records to analyze their progress. Finally, we present the challenges involved in our proposal.