AI Powered Automotive Solutions
Our AI-powered automotive solutions revolutionize vehicle design and performance optimization. By leveraging advanced surrogate models and machine learning techniques, we enable rapid simulations and real-time responses, leading to significant improvements in aerodynamics, weight reduction, and downforce enhancement.
Innovating Automotive Optimisation with AI-Driven Surrogate Models
In the automotive sector, the development of surrogate models plays a pivotal role in enhancing optimisation processes, providing a solution to replace large, complex systems with more efficient models for real-time fast responses. These surrogate models enable high-performance optimisation in critical areas such as drag reduction, weight reduction, and downforce enhancement. By utilising AI and machine learning techniques, manufacturers can achieve faster, more accurate simulations, allowing for the rapid testing of multiple design variations. This leads to improvements in vehicle performance, fuel efficiency, and overall design, ensuring that the automotive industry remains at the forefront of innovation and sustainability.

Applications
- Development of surrogate models to replace large complex system for optimisation or real time fast response
- High-performance: optimisation for drag reduction, weight reduction, downforce increase
Why Choose Our AI Solutions for Automotive?
By integrating our AI solutions, automotive manufacturers can stay at the forefront of innovation, delivering vehicles that excel in performance, efficiency, and design.
Propietary Technologies
Neural Networks
Small and agile networks suitable for:
- Classification
- Surrogate development
- Forecasting
- Pattern recognition
Image Processing
Larger Convolutional networks suitable for:
- Image classification
- Image segmentation
- Background removal
- Genetic Algorithms
Genetic Algorithms
Hybrid evolutionary optimisation tools using multiple cross-over / mutation / evolution techniques suitable for:
- Global multi-parameter multi-objective optimisation