ULTIMATE pioneered the development of industrial-grade hybrid AI based on three stages to ensure trustworthiness relying on interdisciplinary data sources and adhering to physical constraints (1st stage), as well as the development of tools for explaining, evaluating and validating hybrid AI algorithms and asserting their adherence to ethical and legal regulations (2nd stage). These were exemplified using real-world industrial use cases (3rd stage) in the Robotics (collaboration between human and robots for logistics activities) and Space domains (Failure detection for satellites) to promote the widespread adoption of hybrid AI in industry.

In the ULTIMATE project, Innova Integra joined as a development partner and researched and developed solutions for the explainability of deep learning algorithms, improvements to the robustness of distance estimations from video images and hybrid AI for autonomous robot operations and navigations.

More information on the ULTIMATE project is available on the project website at https://ultimate-project.eu/.