Startup studio UP.Labs rebrands as Vantora, raises $100M to build physical AI ventures

A startup factory narrows its focus

UP.Labs, the venture studio that spent four years building companies around the problems of large corporations, has rebranded as Vantora and taken $100 million from Silversmith Capital Partners. According to TechCrunch, which reported the news, the round is the firm's first outside investment since it launched in 2022.

The studio has always sat somewhere between an incubator, an accelerator and a venture firm. Its method: find painful, high-value problems inside companies such as Porsche and Alaska Airlines, then spin up standalone startups to solve them, with the corporate partner investing and serving as the first customer.

Vantora is keeping that mechanic but narrowing the ambition. Founder and CEO John Kuolt told TechCrunch the firm is moving toward what he calls a proprietary M&A pipeline: corporate partners still fund the ventures Vantora creates, but they can now absorb those companies into their core businesses outright rather than watching them grow into independent vendors that sell to the whole market.

Why physical AI fits the new model

The pivot is directly tied to the firm's increased focus on physical AI. Under the older, market-facing approach, Vantora regularly had to drop ideas that a partner considered too strategically sensitive to expose to competitors — even when those ideas addressed the partner's most important problems.

Kuolt argued that this was a structural flaw. An industrial giant that wants to retrofit its machinery for autonomous operation cannot hand that capability to a third party and watch it be sold to rivals; it needs to own the intelligence layer itself. The broadest-value problems were exactly the ones the old model could not touch.

The new structure changes that calculus. TechCrunch cites one example from J.B. Hunt, the trucking and logistics operator: Vantora developed an AI concept for the company, was told it could never be taken to the outside market, and passed on it. Under the proprietary model, the studio can now pursue that kind of project rather than shelve it.

Track record and backers

Vantora launched in 2022 with Porsche as its founding corporate partner and has since added Alaska Airlines, J.B. Hunt, Wabash, and TDG, the parent company of Ashley Furniture. TechCrunch reports that new partners have come on board in industrial manufacturing and in oil and gas, though the firm declined to name them.

The studio's history is entangled with venture firm Up.Partners. Kuolt explained that the two were never financially linked, and while Vantora still shares office space with the California-based investor, it operates as a separate entity. The Silversmith commitment is its first external capital.

Why it matters

The rebrand and the raise say something about where high-value AI work is heading. As large industrials confront autonomy, robotics and machine intelligence inside their own operations, some of them are concluding that this software is too strategically important to buy off the shelf from a vendor who will also sell it to competitors. Vantora's model is engineered around that instinct: build the company, prove it with the partner as first customer, then let the partner keep it.

For founders and traditional investors, that is a reminder that a slice of the most valuable AI problems may never produce independent companies at all. The corporates that own those problems increasingly want exclusive ownership of the answers.

For the venture studio category more broadly, the $100 million commitment suggests investors see durable demand for a format that goes beyond generic startup formation — one where the studio's output is designed from day one to end up inside a specific balance sheet. Whether Vantora's corporate partners actually exercise those acquisition options, and how the economics of a captive startup compare to a venture-scale outcome, will be the test of the thesis.