ControlRadio introduces a controllable generative framework that produces radio maps from natural language descriptions and environmental layouts. This approach demonstrates state-of-the-art accuracy and dramatically reduces computation time compared to conventional physical simulations, offering a new paradigm for wireless environment modeling.