LabPilot

Getting a wireless device certified for sale (FCC, CE, ISED, MIC, ANATEL) currently takes 3+ weeks and around $50K per device, almost all of it spent on manual regulatory research, test planning, and report drafting. LabPilot collapses that into a 2-minute automated pipeline. You hold the device up to a webcam. Gemini Vision identifies it, extracts model/form factor/radios, and synthesizes a bill of materials. From that single photo, 13 Gemini agents take over: an intake agent normalizes the BOM into a structured device profile, 5 jurisdiction analysts (FCC, EU, CE/RED, ISED, MIC, ANATEL) run in parallel to map applicable regulations, a test-plan author drafts the configuration matrix, a physics-based SAR digital twin streams a volumetric scan into a live 3D viewport while a SAR monitor flags anomalies in real time, 5 report-section writers run in parallel to draft each section of the compliance document, and a final assembler renders the cited PDF with embedded charts. The entire flow — vision → BOM → analysis → simulation → cited PDF — is live, end-to-end, with no manual typing. Nothing like this exists in the certification space today. Current tools are either single-LLM chatbots that emit checklists, or six-figure lab software with no AI layer. LabPilot combines multimodal vision, multi-agent orchestration, real-time physics simulation, and autonomous report generation into one pipeline that could realistically serve every hardware startup shipping a wireless product.