AI-driven, plug-and-play quality assurance platform that runs on consumer devices (like iPhone) using self-learning computer vision to autonomously adapt to new inspections and product variations. Designed for shop-floor professionals and QA managers, delivers consumer-grade simplicity and rapid deployment (installable in ~1 hour) to optimize processes and reduce waste.