The analysis of production data and the models derived from it allow machines to be operated more energy-efficiently, processes to be run more cost-effectively or process steps to be automated.
We maximize technical stability and data security by increasing the expertise that an AI considers in its decision-making processes through hybrid modeling and other theory-inspired approaches. In doing so, we are also creating a next generation of digital twins.
Transparency creates trust. However, AI applications are based on complex algorithms, which naturally makes them difficult to understand. Where it is crucial, we therefore incorporate elements of Explainable AI into the applications so that users can see and understand decision-making processes.
Diversity, non-discrimination and fairness are crucial characteristics for AI applications to be accepted in a social context. We identify biases in algorithms and ensure that they do not play a role in decision-making.
Data security and data governance are our top priority! Our experts are among the best in the world in long-term secure (quantum computer safe) cryptographic processes. Only with absolutely secure data can we implement groundbreaking innovations in companies.
To ensure responsibility and accountability in AI applications, certifications will increasingly emerge in the coming years. Through our close networking with science and EU initiatives and bodies, we also ensure for our customers that AI applications meet the highest standards.
In order for users to trust AI, human agency and human oversight must be available at all times. We work with methods of human-machine communication and immersive analytics so that users can constantly maintain an overview and switch between the physical and digital worlds.
As a leading center of excellence in trustworthy artificial intelligence, we are working on answers and solutions that will affect the future challenges of society and industry.
Better algorithms and faster innovation. Xavier enables deep-learning model errors…