Nik Novoselov

AI has made software easier to build, but physical products still require component selection, engineering decisions, supplier communication, and prototype testing. Early-stage founders often do not know which specialist they need, what to ask a manufacturer, or how to evaluate a supplier’s answer. Hardviser starts with a hardware-focused AI assistant. It uses reference materials to help founders clarify product requirements, research technical options, and prepare their next steps. Our prototype is being tested by up to 10 early users, primarily solo founders working on hardware. We are building toward a single workspace that connects this guidance with human engineers, sourcing support, and local sample testing near manufacturers. Instead of coordinating disconnected tools and contractors, founders would keep the product context and decisions in one place. Our team combines AI and software engineering with hands-on experience building physical products and working with suppliers in China. We have experienced the gap between an idea, a working prototype, and something that can be manufactured. Our goal is to help small teams build hardware without hiring an entire engineering and sourcing team upfront. The AI supports research and preparation; decisions that require engineering validation remain subject to expert review and physical testing.