Formula 1: The New Proving Ground For Industrial Software
With the new F1 season already at full throttle, it’s not just the on‑track battles grabbing attention. Something interesting has been happening beyond the cars. More industrial software vendors are showing up in places you wouldn’t normally expect on the pit wall, in the garage and woven into the daily operations of F1 teams. Ad spots that used to be dominated by energy drinks, luxury watches and lifestyle partners are now being filled by asset management intelligence, digital twins, industrial AI and cloud platforms – and these solutions are not just sponsoring teams, they’re being used to run them.
The appeal is clear. F1 teams deal with thousands of moving parts, brutally short deadlines and almost no tolerance for failure. Vendors know that if their technology can hold up under that kind of pressure, it can hold up anywhere. Moving beyond the normal scope of sponsorship deals, these partnerships are offering software providers the chance to prove their systems under the harshest conditions.
Take Octave, which recently signed a multi‑year technical partnership with Visa Cash App Racing Bulls, becoming the team’s Asset Lifecycle Management Partner. Octave’s platform now sits across factory and track operations, giving the team a single view of asset health, readiness and workflow coordination. This partnership effectively treats F1 as a live demonstration of lifecycle intelligence in an environment where milliseconds matter.
Then there’s Schneider Electric, now the official energy technology partner for McLaren Racing, covering everything from the main F1 team to the McLaren F1 Academy. Schneider Electric is supplying energy infrastructure, digital‑twin‑enabled optimization and upgrades across wind tunnels, manufacturing facilities and IT data centres. While McLaren’s weekend in Shanghai didn’t deliver the result the team had hoped for – with both cars failing to start after separate electrical issues after lining up fifth and sixth on the grid – the team continues to lean heavily on Schneider Electric’s expertise in resilient energy systems. It’s a long-term collaboration rooted in efficiency, data intelligence and performance.
On the other side of the grid, it’s impossible to ignore Oracle’s extended partnership with Red Bull Racing. Oracle Cloud Infrastructure and Oracle AI now underpin Red Bull Racing’s next‑generation hybrid power unit development, race strategy simulations and a new AI‑assisted strategy agent. It’s become one of the sport’s most visible applications of enterprise cloud and AI, at scale, to high stakes operations.
Siemens, meanwhile, is embedded not with a single team but with the FIA itself. As the official digital twin sponsor, Siemens’s Xcelerator tools are being used to design next‑generation race car regulations, replacing much of the physical prototyping with virtual modelling. It’s a different angle but the same theme: proving industrial‑grade simulation and lifecycle tools at F1 scale.
And, finally, one of the most interesting moves comes from a new entrant. As the Andretti‑Cadillac project prepared to join the grid, Cadillac Formula 1 Team built its operational backbone on IFS technology. Long before the team’s entry was approved, Cadillac Formula 1 Team implemented IFS ERP across financials, procurement, supply chain, production, quality management, inventory and engineering. The platform is now the brains behind how the team manages complexity, ensures critical components are available, streamlines operations and makes real‑time decisions in a cost‑cap environment. It’s an industrial software stack shaping a F1 team from day one.
Put together, a clear story emerges. F1 has become a showcase and a sandbox for industrial and enterprise software. Teams need extreme reliability, continuous iteration and instant clarity across thousands of data points. For vendors, this is the perfect stage to show what their platforms can handle in a setting where milliseconds matter, engineering cycles run flat‑out and margin for error is basically zero. Times have changed – and sponsor partnerships have changed with them. It’s no longer about sticking a logo on a car. It’s about proving that the same software keeping an F1 team running on a race weekend can do the same for a factory, a plant or an entire global operation.
To find out more about emerging industrial technology, register for our webinar: Benchmarking Industrial Investments: Trends and Priorities for 2026.
About The Author

Oliver Bridges
Analyst




