SPOC-AI: How Large Language Models change the Future of Document Processing

SPOC-AI: How Large Language Models change the Future of Document Processing

Author(s): Dr. Falko Baustian

Publication: Bunsen-Magazin 2026, 6, 142-144

Publisher: Deutsche Bunsen-Gesellschaft für physikalische Chemie e.V., Frankfurt

Language: English

DOI: 10.26125/ngzz-as15

Abstract: Document processing remains a complex challenge due to the diversity and non-standardized nature of documents encountered in everyday workflows. The SPOC-AI project, a collaboration between the Computational Intelligence Lab at the University of Rostock, Planet AI, and Altow, aims to develop AI-powered assistance systems for automation of document-based processes. We present three research topics connected to LLMs: hallucination detection, fine-tuning, and utilization of external resources.

Cite this:  F. Baustian, Bunsen-Magazin 2026, 6, 142-144, DOI: 10.26125/ngzz-as15

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