Case Study: Muzeum Górnictwa achieves faster multilingual research insights with TeaCode's AI topic mining solution

Muzeum Górnictwa turns mining archives into AI research intelligence in 3 weeks with TeaCode

The Muzeum Górnictwa needed to analyze thousands of multilingual historical documents from its archives but struggled to manually identify recurring themes and extract meaningful research topics. TeaCode was engaged to build an AI-powered solution to automate this discovery process and provide traceable citations.

TeaCode developed a proof-of-concept AI topic mining system in just three weeks. The solution integrated clustering algorithms and Large Language Models to process documents and generate concise Polish summaries with source references. This system automated the museum's previously manual process, saving significant time and resources while enabling researchers to explore discovered topics interactively and reliably through a structured interface.

Muzeum Górnictwa