Flow Engineering

Flow Engineering (operating at flowengineering.com) is an AI-powered systems engineering platform engineered for hardware teams to accelerate the development of complex physical systems. Founded in 2023 by Pari Singh and headquartered in San Francisco, the company redefines traditional hardware workflows by condensing months of iterative design, build, and test cycles into under 24 hours. Under the hood, Flow leverages machine learning and validated modeling to streamline requirements management, validation, and hardware design workflows, ensuring precision and efficiency. This allows hardware engineers and teams to iterate faster, reduce prototyping time, and deliver high-reliability solutions—such as tuned mass dampers and structural vibration systems—with unprecedented velocity. Backed by an $8.5 million seed round and additional venture capital totaling $31.5 million, Flow Engineering is positioned to revolutionize collaboration for next-generation hardware teams tackling global challenges.