Knowledge Discovery

The Knowledge Discovery (KD) department is engaged in comprehensive consulting services, research and development in the field of data analytics and machine learning. The services and products derive direct benefit from large structured web, text or sensor data sets (Big Data) through partially automated intelligent processing.

We develop market-oriented solutions for customers in the business units "Big Data Analytics and Intelligence", "Industrial Analytics", "Auto Intelligence" and "Healthcare Analytics".

The business units are supported by the interdisciplinary teams "Natural Language Understanding", "AI Protection and Certification" and "ML OPS".

© Fraunhofer IAIS
Department structure

Business areas


Big Data Analytics and Intelligence

We will guide you from the initial concept through to the implementation of your specific and sustainable AI strategy.


Auto Intelligence

We develop intelligent mobility concepts and customer-specific software solutions for the automotive industry.


Healthcare Analytics

We offer intelligent solutions aimed at optimizing processes and promoting clinical diagnostics and therapies within the healthcare sector.

Core competencies


Machine Learning

We design the Machine Learning of the future, which is driven by both data and knowledge.


Big Data Infrastructures

Protected data spaces and container technologies facilitate AI access and make reliable and secure data exchange possible.