Topological

Topological is a San Francisco startup building physics based foundation models for CAD optimization. Its aim is to let hardware teams iterate at the pace software teams do, by using AI to search for the best design under a given set of physical constraints rather than relying on slow conventional simulation loops. The company's first model is a topology optimization model that the vendor says understands physics, geometry and manufacturability. Given a problem's physical requirements, it generates an efficient design. The vendor states it reaches under 5% compliance error and runs 1930 times faster than current methods. The work targets mechanical engineers and computational designers who need optimized part geometry quickly, and the vendor describes it as precision spatial AI for engineering workflows. The site is a single page company introduction. It offers a meeting booking link and a contact email for founders, and it notes backing from Y Combinator. It does not describe a self serve app, a download, an API or a signup flow, so access appears to run through direct contact with the team. The vendor does not publish pricing. There is no pricing page, and plan or usage costs are not stated anywhere on the site. Prospective users are directed to book a meeting or contact the company.