DE Contact
Ecology · Social · Governance · Economics

From forest to AI.

Sustainability rarely fails for lack of will. It fails because nobody has the numbers. I help companies get them and understand them — with methods from auditing, with remote sensing, and with AI where it genuinely takes work off people's hands. The tools for that I build myself.

Thought
A dataset is like a tree cross-section: read the rings and you see what happened — and decide better what comes next. Without that foundation, efficiency is a matter of luck.
Approaches

What I work on.

Four fields where ecology, business and technology meet — each with my take on it.

Andreas Kuhn at the project stand for the ForCYCLE II research programme
Project stand for ForCYCLE II: a digital benchmark for resource efficiency in small businesses.

AI as a tool

Research · Analysis · Reporting

In sustainability work most of the time goes into reading, sorting and summarising. AI can take that over — as long as somebody is there who can judge the result professionally.

My approach: Try out where it holds up and where it does not. What holds up, I turn into tools that actually get used.

Nature Tech

Biodiversity · Forest monitoring · Natural capital

Remote sensing and AI make changes in forests and ecosystems visible, across large areas and at short intervals.

My approach: Bring forestry expertise and technology together, so that the data is read correctly.

Circular economy & resources

Benchmarks · Digital product passport · Waste · Material loops

The circular economy is the biggest lever for efficiency — and for securing our future. The bottleneck is rarely willingness; it is that nobody knows which material flows actually run through the business.

My approach: Measure first, then close the loop. In a research project for small businesses and trades I built a digital benchmark that makes companies comparable instead of lecturing them.

Software & data-driven transformation

In-house development · Reporting automation

Sustainability data only becomes valuable when it flows through processes instead of sitting in spreadsheets.

My approach: Start small, prototype quickly and build tools that people actually use day to day.

My apps

Tools I build.

I want to solve challenges and problems. That is why I build new tools. Every new challenge deserves to be mastered. Give it a try — I'm always glad to hear what you think.

ESGvibe app icon
iOS

ESGvibe

ESG news and self-assessment.
Compact, for the DACH region.

The idea: Bring relevant sustainability news together in one place and link it to a self-assessment.

esgvibe.org
Thought
AI does not replace expertise. It makes expertise usable for more people.
Publications

Articles.

Articles in the journal Nachhaltigkeit und Reporting (NWB Verlag) on biodiversity, the circular economy, artificial intelligence and the role of IT in sustainability management. Published in German.

  • Artificial intelligence in sustainability management: use, governance and audit readiness Where AI creates value in sustainability management, where its risks lie, and what companies and auditors need to watch out for. Nachhaltigkeit und Reporting · NWB Verlag · out in October 2026
  • IT as the nervous system of effective sustainability management Nachhaltigkeit und Reporting · Issue 4/2026 · NWB Verlag
  • Biodiversity as a strategic business and risk factor Nachhaltigkeit und Reporting · Issue 3/2026 · NWB Verlag
  • Rethink, Reduce, Reinvent — the circular economy as a strategic opportunity Nachhaltigkeit und Reporting · Issue 9/2025 · NWB Verlag
  • Lichens in Bavaria's natural forest reserves LWF aktuell 94, pp. 42–44 · Issue 3/2013 · ISSN 1435-4098
Currently

What I'm working on now.

As of September 2026

  • sur.plusnew

    I built the SaaS platform as an MVP: sur.plus connects surplus goods from companies with verified non-profit organisations — and documents the impact along the way.

  • EU Climate Pact

    Since January 2026 I have been an ambassador for the EU Climate Pact Germany.

  • ESGvibe

    The app is being developed continuously.

Contact

Let’s talk.

Drop me a line — I'm glad to hear questions, ideas and enquiries about talks or collaborations.