Articles

Practical perspectives on how generative AI is reshaping cultural institutions — from collection cataloguing and visitor engagement to provenance research and conservation. Written in English.

AI × Art & Museum
Starting With AI When You Have No Tech Team: A Guide for Small German Museums

The AI conversation in the museum sector is dominated by large institutions with dedicated digital teams. But 80% of Germany's 6,800+ cultural institutions have no in-house tech staff at all....

RAG Systems for Provenance Research: Making Restitution Archives Searchable

Germany holds some of the world's most significant — and most fragmented — records on Nazi-era art displacement. RAG systems don't solve the moral complexity of restitution, but they can...

Multilingual Visitor Chatbots for German Museums: What Actually Works

Most museum chatbot pilots fail for the same reason: they're built on generic LLMs with no grounding in the collection. A visitor asking about a specific Cranach altarpiece gets a...

How GenAI Is Transforming Museum Collection Cataloguing

Most museum collections are sitting on decades of inconsistent metadata — free-text descriptions, abbreviations, missing fields. GenAI doesn't just automate the backlog; it changes what's possible.