Vantora Raises $100M From Silversmith, Pivots to Physical AI

TechCrunch reports that Vantora, the venture builder formerly known as UP.Labs, has raised $100 million from Silversmith Capital Partners in its first outside round. Founder and CEO John Kuolt is using the money to lean deeper into a model most venture studios would find heretical: each new startup gets built exclusively for one corporate partner, and that partner can later absorb it into its core operations instead of watching it launch to the wider market.

The list of partners bankrolling those ventures is unusually concrete for a physical-AI pitch. Porsche came in first, followed by Alaska Airlines, J.B. Hunt, Wabash, and TDG, the parent of Ashley Furniture. Vantora says it has launched 17 ventures to date, is targeting 20 by the end of 2026, and has grown revenue 79% year over year.

The pivot to what Vantora calls a "proprietary M&A pipeline" grew out of the ideas the team had to walk away from. Kuolt described an AI business scoped for J.B. Hunt that never shipped: "They said there is no way you can take this out to the world, and so we passed on it." The most valuable problems were the ones corporate partners refused to let escape their walls. "We were missing on the biggest value problems, which had the biggest upside because of that," he said.

The pitch to industrial buyers now runs on ownership. "If the intelligence layer of your business is going to be built on your operations and your data, you must own it," Kuolt said in the funding announcement. The framing has pushed Vantora toward retrofitting industrial hardware and machines for autonomy, work of a kind large industrials will not tolerate a competitor buying next.

The Silversmith money goes to three things, per the company: deeper partnerships with large industrial firms, the company's proprietary data ontology product, and hiring across AI engineering and commercial roles. It lands in a busy stretch of funding coverage on our tracker, inside a physical-AI cycle where late-stage rounds keep printing, with Zipline reportedly in talks at roughly $20 billion. Vantora's bet is that the money and the AI both stay inside the customer.