Data-driven Panels

Data-driven panels are interactive architectural elements that translate real-time human and environmental data into physical movement and spatial response. Rather than acting as static surfaces or digital screens, these panels sense inputs such as body movement, gestures, sound, or presence, process them computationally, and respond through coordinated kinetic behavior. By embedding data processing and artificial intelligence directly into architectural components, data-driven panels transform walls into perceptually active interfaces, capable of engaging users through motion, abstraction and spatial feedback, bridging human behavior, material articulation, and intelligent systems within the built environment.