Dr. Wolfgang Thielemann
AI biomedical research tools

Dr. Wolfgang Thielemann

Founder and managing director of FAIRify Data

After having managed teams and departments focusing on information retrieval, analysis, data science and machine learning for more than 20 years in a global pharmaceutical company, I am convinced that the combination of reliable data-FAIRification & data-enrichment with the fast-advancing capabilities of large language models and AI will now allow us to generate insights we have been dreaming of for a long time.


I had the chance to also gain extensive hands-on-expertise and have learned how one can easily be fooled by analyses based on messy scientific data. The generated results look convincing and good on first sight but are lacking quality and comprehensiveness and would lead to bad decisions. I am committed to offer solutions which truly generate reliable insights.

Our Vision

Structured Knowledge as a Foundation for Innovation

We believe that structured, semantically rich data is the key to scalable, explainable, and impactful innovation in life sciences.

Our background spans biomedical research, semantic technologies, NLP, and data science. We understand both the needs of domain experts and the requirements of modern AI systems - and we build solutions that bridge that divide.

Our mission is to enable organizations to unlock the full value of their scientific content - whether for direct insight generation, knowledge management, or AI model training.

data automation for life sciences

Our Core Values

Particularly in times of uncertainty and rapid change, we stand for clarity, responsibility, and reliability.

Our actions are guided by enduring values - not only when it’s easy, but especially when it matters most:

Ethics & Integrity

We make decisions based on clear moral principles - with transparency, accountability, and consistency.

Respect & Inclusion

Every person deserves dignity. We embrace diversity, promote equal opportunity, and foster an environment where differences are valued as strengths.

Science & Innovation

Our work is rooted in scientific thinking, evidence-based methods, and a drive for technological excellence. Innovation, to us, means continuous learning and courageous change.

Customer Satisfaction & Continuous Improvement

We listen, analyze, and evolve - always aiming to deliver meaningful value to our clients and exceed expectations.