Automotive Quantum Pilots: BMW, Ford Otosan, Mercedes and Toyota Compared

Updated 2026-10-11 | 5 min read | QUANTUM (QNT) community

Why carmakers care

Car factories are full of hard puzzles: which vehicle goes down the line next, how to place sensors, how to model metal bending, how to find better battery and fuel cell materials. Those are the problems quantum vendors point at. This page covers production and mobility pilots. For chemistry-led car work (battery molecules and catalysts in depth) see the named chemistry pilots page, and we keep overlap short here.

Ford Otosan: the deployed example

Ford Otosan, the Ford and Koc Holding joint venture in Turkey, was reported on 2 April 2025 (a D-Wave announcement relayed by The Quantum Insider) to have put a hybrid quantum-classical sequencing application into production for the Ford Transit line. It uses D-Wave's annealing technology through hybrid solvers on the Leap cloud service. The line has more than 1,500 variants, and the schedule must respect body shop, paint shop and assembly constraints.

The reported number: scheduling time for a 1,000-vehicle run fell from 30 minutes to under five. A Quantum Computing Report summary of the same news adds baselines: about 10 minutes for Ford's in-house classical solver and more than an hour for open-source methods. If that is right, the gain against Ford's own classical tool is roughly half, not six times. The Quantum Insider piece does not name the classical comparison, no hardware or qubit count is given, no solution-quality data is published, and the benefits listed (higher peak throughput, fewer disruptions) are expectations. Everything comes from a vendor release. Ford Otosan's data scientist is quoted as saying the tool goes beyond what a purely classical approach achieved, which is a claim without data. Plans to extend to other body shops, paint shops and assembly lines were reported.

Annealing and gate machines solve different kinds of problem; see annealing vs gate model. Also note that the hybrid solver does a lot of classical work, which is common and not a scandal, but it means "quantum did it" is too simple.

BMW: challenges, Pasqal and Quantinuum

BMW has run one of the most open programs. An AWS Quantum Technologies blog post reports that in 2021 BMW and the Amazon Quantum Solutions Lab ran a crowd challenge on four problems: pre-production vehicle configuration, material deformation in production, vehicle sensor placement and machine learning for quality assessment. More than 70 teams took part, with access to D-Wave, IonQ and Rigetti hardware plus simulators through Amazon Braket, and 15 finalists were showcased at a July 2022 event. The AWS lead quoted there said the application scope for real-world problems "remains narrow", a refreshingly honest line.

Pasqal's customer story says its first proof of concept for BMW simulated stamping of metal sheets, and reports "promising results" that led to more collaboration. No qubit counts or measured improvements are given; accuracy and efficiency gains are described as potential. Details of Pasqal's atoms are in neutral atom computers explained.

On 5 May 2026 (as reported by Quantum Computing Report) Quantinuum and BMW formalized a multi-year partnership on quantum-enhanced materials science, focused on electrochemical processes for fuel cells and batteries, especially the oxygen reduction reaction at platinum catalysts. The report says the work began in 2021 and that a 2024 result, published in Nature, was the first simulation of catalytic performance on a quantum computer. It lists planned access to Helios, then Sol in 2027 and Apollo in 2029. Those are roadmap items, not delivered machines. See Helios for specs. A research result on a small molecular model is a milestone, but it is not yet a better battery.

Mercedes-Benz: resource estimates, not experiments

A PsiQuantum release republished by The Quantum Insider (13 April 2022) describes a paper with Mercedes-Benz R&D, published in Physical Review Research on 7 April 2022, estimating fault-tolerant resources to simulate Li-ion battery electrolyte molecules such as the additive fluoroethylene carbonate. It says simulations could run "within hours" on a future fault-tolerant machine. That is a theoretical estimate for hardware still under construction, with no experimental validation reported. It is useful planning, and it is not a pilot result. We found no 2025 or 2026 Mercedes battery announcement.

Toyota: partnerships

Search results describe 2025 Toyota-linked agreements: a March 2025 partnership with QuSoft in Amsterdam on quantum algorithms for AI and optimization, and an April 2025 agreement between Toyota Tsusho (the trading arm) and IonQ to bring quantum tools to Japanese enterprises. We read only search summaries of these, not the full releases, so treat them as reported. We found no Toyota pilot result with numbers.

Scorecard

Company	What was reported	Evidence level
Ford Otosan	Hybrid annealing scheduler in production	Vendor numbers, baseline unclear
BMW	Challenges, Pasqal PoC, Quantinuum materials work	Mixed: one Nature-published result, rest qualitative
Mercedes-Benz	Fault-tolerant resource estimate (2022)	Theory
Toyota	Partnerships (2025)	Announcements

Hype check and what to watch

Hype looks like "quantum makes cars cheaper" with no baseline. Real progress looks like a named baseline, a named problem size and a repeat result. Watch whether Ford Otosan reports solution quality and wider rollout, whether the BMW and Quantinuum work moves from model catalysts toward measurable material properties, and whether noisy machines give way to error-corrected ones. Education only, not financial advice. The QNT memecoin is independent of Quantinuum Ltd and of every carmaker named here.

Sources and further reading

Reported as of 2026-10-09. Most figures come from company or vendor announcements and were not independently verified. Nothing here is financial advice or a price view on any asset. The QNT memecoin is independent of Quantinuum Ltd, the real company, and of every company, lab and agency named on this page.

Frequently asked questions

Is any carmaker using a quantum computer in production?

Ford Otosan was reported in April 2025 to run a hybrid D-Wave scheduling application for the Transit line. The figures come from a vendor release and the classical baseline was reported as about 10 minutes.

What is the BMW and Quantinuum project about?

Reported as materials science for fuel cells and batteries, especially the oxygen reduction reaction at platinum catalysts, formalized as a multi-year partnership on 5 May 2026.

Did Mercedes-Benz run battery simulations on quantum hardware?

The 2022 paper with PsiQuantum was a resource estimate for a future fault-tolerant machine, not an experiment on hardware.

Keep reading

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Quantinuum Ltd Helios: 98 Qubits, 99.921 Percent and Logical Qubits
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