JuliaHub raises $65M Series B and launches Dyad 3.0, bringing agentic AI to industrial engineering and digital twins

Tags AI · Startups · Enterprise

JuliaHub raised $65M in Series B funding led by Dorilton Capital, with participation from General Catalyst, AE Ventures, and former Snowflake CEO Bob Muglia, and simultaneously launched Dyad 3.0, an agentic AI platform for modeling physical systems. Dyad combines autonomous AI agents with physics simulations, controls engineering, and digital twins to help companies design and test industrial systems — from heat pumps to satellites to semiconductors — compressing engineering cycles from months to minutes. Fortune 100 firms in aerospace, automotive, HVAC, and utilities are already using the platform. JuliaHub also announced partnerships with Synopsys and Binnies. For engineering and enterprise leaders, Dyad 3.0 represents AI's move from software coding into high-stakes physical design workflows, potentially transforming how industrial products are engineered.