JuliaHub Raises $65M Series B (juliahub.com)

JuliaHub has announced the launch of Dyad 3.0 and a $65 million Series B funding round, aimed at revolutionizing hardware engineering through the use of agentic AI. Dyad 3.0 enables engineering teams to design, test, and build complex physical systems—from heat pumps to satellites—at unprecedented speeds, reducing what once took months down to mere days. The platform integrates advanced physics simulations, safety analysis, and automated code generation, streamlining the development process and allowing teams to create highly detailed digital twins without needing extensive technical expertise. This significant advancement addresses the hardware engineering industry's lag in technology adoption compared to software development. With McKinsey estimating a $106 trillion investment needed for infrastructure modernization by 2040, Dyad stands to accelerate this much-needed innovation by automating processes traditionally constrained by legacy tools. The platform's ability to continuously refine models based on real-world data and its grounding in fundamental physics principles set it apart, making it a critical player in enabling more efficient and reliable engineering solutions. As major industries begin leveraging Dyad, it has the potential to reshape not only how systems are designed but also how they are validated and deployed in complex environments.