Vinci raised a $250M Series B co-led by Advent, Temasek, and Xora at a $1.5B valuation. The signal: AI-native physics simulation tools are challenging the moats of chip-design incumbents like Cadence and Synopsys, and capital markets are pricing this kind of AI infrastructure far faster than they ever priced traditional hardware tooling companies.
Flow Engineering raised a $50M Series B at a $750M valuation, co-led by Tesla's earliest backer Antonio Gracias and Nvidia's earliest backer Gavin Baker. The signal: now that AI has compressed software development cycles from weeks to hours, capital is betting the same playbook — agents accelerating iteration — can be copied into a harder, more expensive domain: physical hardware engineering.
CADDi closed a $114M Series D at a $1.2B valuation, more than double the $470M it reported in March 2025. This round signals investors believe decades of undocumented manufacturing know-how can finally be captured as structured data and handed to AI agents, instead of staying locked in veteran engineers' heads.
Atira closed a $15M Seed round (plus a previously undisclosed $2.5M Pre-Seed, $17.5M total), led by Accel with angel investors including Celonis co-founder Bastian Nominacher. This is VCs starting to treat industrial sales engineering — a dark process nobody has automated — as the next infrastructure opportunity for agent-to-agent coordination.
DEEP.FINE closed a ₩10B (~$6.6M) Series B led by Hyosung Ventures. The round signals that the next AI Agent battleground is extending beyond chat windows into heavy industry — smart glasses, sensors, and physical workflows on factory floors.