Applus+ IDIADA's experience in Artificial Intelligence and Machine Learning projects are related to the company testing and engineering activities such as Human Factors, CAE development and objective testing.
IDIADA success in developing Machine Learning projects is supported on the strong collaboration between different areas of expertise that are available in the company and the alignment with external client demands: Data science and engineering, software development and experts in the vehicle functionality and engineering processes.
This approach allows us to optimally manage:
Applus IDIADA’s offers a service of expert consultancy and application development can be adapted to the characteristics of the project and the level of maturity:
Technical expertise is applied for the exploration and analysis of existing data, workshop management for use cases ideation, study of the use cases feasibility, definition of requirements for subsequent phases and development of proof of concepts, including trained Machine Learning algorithms.
Development of exploitable solutions with refined Machine Learning algorithms, integration with operational processes, deployment in productive environments.
Continuous improvement through retraining of Machine Learning algorithms and monitoring of algorithm performance.
In summary, due to the mix of technical skills and expertise, IDIADA works on dedicated projects at all stages and manages a wide variety of aspects, including technical and non-technical business needs.