AI-adaptive parametric luminaires

- Programme
- Studio research
- Year
- 2026
- Status
- R&D — TRL 2–3
Artificial intelligence at the service of light: sculptural, parametric luminaires with embedded sensors and edge AI, which adjust colour, intensity and dynamics in real time to support calm, focus, recovery or creative states.
A closed loop of light
Environment and behaviour are read by the sensors — ambient light and its micro-variations, presence and motion — then an edge AI model running on the device or a local hub translates them into scenes: relax, focus, transition, night, creative boost. The light changes, the sensors measure again. Local processing keeps the loop fast and private.


One electronics, many geometries
The body is 3D-printed in translucent polymers, with channels for LEDs, wiring and sensors, and its geometry is computed in Rhino and Grasshopper for light diffusion and thermal behaviour. The same electronics platform — LED engine, driver, sensors, controller — serves every parametric form, so each piece can differ while the system stays one.

- Studio Incandescence research programme, built on crOOzin Core