What we're building: An on-device AI assistant that runs entirely on Snapdragon-powered devices (smartphones/XR/laptops), using Qualcomm's Neural Processing SDK for low-latency, privacy-first multimodal interactions (voice + image + sensor data) — no cloud needed.