Plain-language guides on how AI is actually used in the contexts we work in: the public sector, NGOs and impact organisations, associations, financial services, healthcare, education and more. Every guide is grounded in production work we have shipped, not in vendor pitches.
How to use AI in the public sector
Where AI fits inside German and EU public sector constraints, and how to ship a working prototype.
Where small teams get the most leverage from AI without losing accountability.
What grounded RAG actually looks like, and how to ship one in four sprints.
AI automation of business processes
Where AI replaces lookup and drafting work, and where it should not.
How to build a voice assistant
Cloud vs self-hosted voice agents, the trade-offs, and what we learned shipping Mother Earth AI.
ESG knowledge work, sustainability scoring, and being honest about AI's own energy footprint.
Knowledge assistants, ESG scoring and document workflows on bank-compliant infrastructure.
AI for libraries and cultural heritage
Catalogue search, multilingual access and voice installations.
Tell us what you are trying to ship. We will reply with a proposal and a date, usually within a working day.
Simon Stegemann
Co-Founder and CEO
