Vantora raises $100M to build physical AI startups inside industrial giants

Most AI startups pitch their technology to corporations and hope someone bites. Vantora does it backwards: it embeds inside major industrial companies, identifies their ugliest operational problems, and builds entirely new AI-native ventures to solve them. That model just attracted over $100 million in growth capital from Silversmith Capital Partners, the company’s first outside investment since its founding in 2022.

The fact that Vantora operated without external funding for roughly four years while launching 17 ventures and posting 79% year-over-year revenue growth tells you something about the economics of building software for industries that actually make physical things.

What Vantora actually does

The company, previously known as UP.Labs before rebranding, occupies a strange and interesting niche. It’s not a venture fund, not a consulting firm, and not a traditional startup studio. Instead, Vantora partners with large industrial corporations to co-create standalone AI companies that address specific pain points within those enterprises.

Porsche AG was the first partner when the company launched, and the roster has since expanded to include Alaska Airlines, J.B. Hunt, Wabash, and TDG (the parent company of Ashley Furniture).

The “physical AI” label Vantora uses refers to AI applications that directly interface with the tangible world: automating customized manufacturing processes, streamlining airline maintenance workflows, optimizing logistics operations.

CEO John Kuolt, who previously built corporate ventures at BCG X, designed the model so that corporate partners eventually take ownership of the innovations created through these partnerships.

The numbers behind the raise

Vantora has launched 17 AI-native ventures to date and is targeting 20 by the end of 2026. The $100 million from Silversmith Capital Partners will fund three priorities: deepening partnerships with large industrial firms, advancing the company’s proprietary data ontology product, and hiring across both AI engineering and commercial roles.

That 79% year-over-year revenue growth figure is notable for a company operating in sectors not exactly known for moving fast. Aviation, manufacturing, logistics, and automotive are industries where procurement cycles can stretch longer than some startups’ entire lifespans.

Silversmith Capital Partners, a Boston-based growth equity firm, typically invests in established software and technology companies. The firm’s decision to back Vantora as its first external investor signals confidence in the venture builder model’s unit economics, not just the AI hype cycle surrounding it.