The BWT Alpine F1 Team has become the first on the grid to embed a frontier AI lab’s engineering intelligence across its technical operation.
The multi-year deal brings Apex Ultra’s Engineering Superintelligence platform, known as ESI, into Enstone’s existing design and simulation tools.
It marks a shift from building AI capability in-house or buying from a generalist vendor, to handing specific engineering workflows to a lab built solely around that problem.

Apex Ultra, founded by two Stanford professors alongside championship-winning Formula 1 engineers, is headquartered at SRI International in Menlo Park.
ESI is designed to reason across aerodynamics, structures, thermodynamics, materials and manufacturing simultaneously, within F1’s regulations, and to carry forward lessons from one race weekend into the next.
In early case studies, Apex Ultra said the technology compressed engineering workflows that would typically take more than two weeks of expert work down to two days.
Alpine’s own engineers retain final authority over what goes on the car, with ESI intended to widen the range of designs they can consider rather than replace their judgement.
“Formula One is the AlphaGo arena for engineering: the best engineers on the planet, competing in public, with a feedback loop measured in weeks rather than years,” said Denis Mars, Co-founder of Apex Ultra.
“There is no better place to learn what it means for an intelligence to engineer, and no better partner than a team that has chosen to learn faster than everyone else.
“This is the first time our work towards ESI leaves our lab. We wanted the first place it went to be the hardest.”
There is no better place to learn what it means for an intelligence to engineer, and no better partner than a team that has chosen to learn faster than everyone else.
Denis Mars
For Alpine, the deal lands at a point where the team is still building back towards the front of the grid.
A faster learning cycle matters more to a team closing a performance gap than to one already winning, since every upgrade cycle it can compress is time taken directly off a rival’s advantage.
Steve Nielsen, Managing Director of BWT Alpine Formula One Team, framed the deal as a bet on where competitive advantage in F1 moves next.
“Formula One has always been won by the teams that saw the next decisive technology coming, committed to it early, and learned to put it to work best,” he said.
“Aerodynamics drove competitive advantage in the last three decades. The next will be defined by intelligence, by how fast a team can turn everything it learns into a faster car.
“Bringing Apex Ultra into Enstone is that commitment. We are not adding a tool to the factory. We are changing how the team learns and adapts.”