FixLens Intelligence

FixLens is an autonomous multimodal hardware diagnostic platform that transforms any smartphone or laptop camera into an expert electronics repair engineer. Millions of appliances, circuit boards, and industrial machinery are prematurely discarded into landfills every year because everyday users cannot identify microscopic circuit failures, are intimidated by technical electrical jargon, and fear electric shock. FixLens solves this by combining Meta Muse Spark Open (meta-models/muse-spark-open-1026) and Segment Anything (SAM 3.1) on Modal serverless GPUs. Users take a photo and enter their symptoms in plain language. FixLens isolates defective components with sub-millimeter precision, renders non-obstructive optical contours, and translates complex engineering diagnostics into safe, step-by-step repair checklists tailored for ages 10 to 80. The platform includes an interactive Meta AI copilot, audio guidance via browser speech, and instant ISO-compliant PDF work orders—empowering anyone to safely fix hardware and cut global e-waste.