We architected the sensor array and thermal controls to ensure they were compatible with delicate materials like organic leather and adhesives. By managing the hardware specifications, we ensured the device provides maximum hygiene without causing structural damage to the footwear.

Yes. We built the system with a cloud-synced architecture that allows the on-device AI to receive over-the-air updates. This ensures the hardware can learn to recognize new materials and footwear styles long after the initial production run.

We established the entire production ecosystem, which included setting up the quality assurance protocols at the factory level. This ensured that the integration of the optics, sensors, and software met the high standards required for the luxury market.

We implemented a privacy-first software architecture where the majority of the AI processing happens locally on the device hardware. This minimizes data transmission and ensures that the system remains secure and functional even without a constant cloud connection.