SpatialSparks

**SpatialSparks — AI-Powered Visual Hardware Inspection Copilot** SpatialSparks is an AI-powered visual inspection copilot designed to make electronics understanding and troubleshooting more accessible. Diagnosing electronic hardware can be difficult, especially for students, beginners, technicians, and people who encounter unfamiliar circuit boards. Identifying components, recognizing visible damage, and knowing what to investigate next often requires experience and technical knowledge. SpatialSparks addresses this challenge through an interactive AI workspace that allows users to upload circuit board images or use a smartphone camera to inspect real electronic hardware. With image-based inspection and Live Copilot, users can show electronic components to the AI, ask questions through text or voice, capture visual frames, and receive explanations about recognizable components, visible abnormalities, possible faults, and recommended next diagnostic steps. The platform also provides conversational inspection history, allowing users to save and revisit previous investigations. SpatialSparks combines multimodal AI interaction with visual hardware inspection to help users move from simply looking at an unfamiliar circuit board to understanding what they are seeing and what they should investigate next. Our vision is to make electronics knowledge more accessible by bringing an intelligent visual troubleshooting assistant closer to the hardware itself. **See the hardware. Understand the problem. Find the next step.**