Vantora Secures $100 Million for Proprietary Physical AI Ventures

Vantora raises first outside capital

Vantora, the startup-building firm formerly known as UP.Labs, has secured a $100 million investment from Silversmith Capital Partners. Founder and CEO John Kuolt said the funding is the company’s first outside investment.

The California-based firm was launched in 2022 with Porsche as its first corporate partner. It builds startups around problems identified with corporate customers, which invest in the ventures and act as their first customers. Vantora has since made deals with Alaska Airlines, J.B. Hunt, Wabash and TDG, the parent company of Ashley Furniture.

The company retains its original mission, but its operating model has changed. Rather than developing ventures for both corporate partners and the wider market, Vantora is increasingly building companies solely for the partner that needs the technology.

A proprietary M&A pipeline

Kuolt describes the approach as a “proprietary M&A pipeline.” Under this structure, a corporate partner can fold a venture into its own core business after helping fund it and becoming its initial customer. The partner can therefore keep the resulting capability within its operations.

This matters where the underlying technology is strategically important and cannot readily be commercialised to competitors. Kuolt said Vantora had previously rejected ideas that mattered to partners but were too sensitive to take to the outside market. He cited an AI idea developed with J.B. Hunt that the firm had passed on because it could not be offered broadly.

Focus shifts to physical AI

The revised model is enabling Vantora to pursue what Kuolt called large physical AI use cases. He pointed to a Fortune 100 industrial company that needs to retrofit hardware and machines for autonomy: in that case, the company may need to own the intelligence layer and keep it sovereign rather than rely on a third party.

Vantora also said it works with new, unnamed corporate customers in industrial manufacturing and oil and gas. The firm remains separate from venture firm Up.Partners, despite having been tied to it in its early days and continuing to share office space with the investor.

For businesses assessing AI projects, Vantora’s model highlights a practical distinction: capabilities central to operational autonomy may call for an ownership path that lets the enterprise retain the technology, rather than a product designed for sale across the market.