

Motorsports
From the Factory to the Track:
Solutions for Motorsports
In motorsports, every millisecond counts.
Racing teams generate immense amounts of data - from sensors, controllers, and simulations. The challenge? Making sense of it all to optimise performance, adapt strategies, and stay ahead.
At SIG Machine Learning, we specialise in solutions that transform decision-making across key disciplines like aerodynamics, tyres, ERS, control systems, and strategy.

The Future of Racing is Data-Driven
Motorsports teams balance strategy, setup, and constraints across numerous systems such as thermal, mechanical, and aerodynamic. By leveraging machine learning technology decision-making can be enhanced at every turn:
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In the Car: Real-time optimisation of energy and control settings.
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At the Pit Wall: Instant insights to adjust strategies, from pit stops to race tactics.
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In the Factory: Integrate with simulations to refine designs, optimise performance, and prepare setups.


Introducing Nexgineer™ for Motorsports.
Maximising performance, strategy, and reliability on track.
Nexgineer™ enables motorsports teams to make data-driven decisions faster by optimising vehicle performance, race strategy, and component reliability. AI-driven modelling provides engineers with real-time insights to enhance race execution while managing reliability constraints.



Improve Surveillance
Analyse telemetry and track conditions, identify patterns in safety car deployments, weather changes, and track evolution, helping teams anticipate and adapt race strategies.


Optimise Control Systems
Models can support real-time energy deployment and overtaking strategies, helping drivers maximise available power while managing thermal efficiency and battery usage.
Enhance Performance
Balance aerodynamics, tyre degradation, and power unit performance, supporting engineers in making setup adjustments for optimal race pace and efficiency.


Refine Maintenance Plans
Predictive modelling can help forecast wear in gearboxes, power units, and suspension components, allowing teams to plan part usage and avoid unexpected failures.
Optimise Strategy
Simulations can help teams assess pit stop timing, tyre selections, and fuel strategies, enabling them to adapt race strategies in real time based on track conditions and competitor actions.

Why Consider Nexgineer™ Now?
Motorsports teams collect vast amounts of telemetry data, but much of it is not fully utilised in real-time decision-making. Our solutions can help identify patterns and predict outcomes, enabling:
Faster, more informed race strategy decisions.
A proactive approach to managing reliability and component wear.
Optimised energy deployment and race execution.
Nexgineer™ is designed to be integrated into existing engineering workflows, providing immediate insights and competitive advantages whether it's before, during, or after race weekends.

Discover Advanced Optimisation & Intelligent Control
Nexgineer™ is the platform that makes advanced optimisation and intelligent control accessible to race teams.
Whether optimising energy deployment and tyre strategies, improving race strategy execution, or simulating alternative pit stop scenarios, Nexgineer™ provides the tools to give your team the data-driven edge.
Learn more about Nexgineer™ and how it can work for your motorsports team.


Next Steps
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Identify key areas where Nexgineer™ can add value in your upstream operations (we'll help with that).
Start small - deploy solutions where they provide quick, measurable improvements.
Scale solutions over time as results and confidence grow.
Let’s talk about your team.
Nexgineer™ empowers motorsports teams with tools to optimise strategy, performance, and reliability - on the track and beyond.
If you’d like to explore how Nexgineer™ could work for your team, we’re here to start the conversation.
Learn More...