From data silos to insights: the PRINCE multi-agent knowledge engine for preclinical drug development

From data silos to insights: the PRINCE multi-agent knowledge engine for preclinical drug development

The pharmaceutical industry faces pressure to improve the drug development process while reducing costs in an evolving regulatory landscape. This paper presents the Preclinical Information Center (PRINCE), a cloud-hosted data integration platform developed by Bayer AG in collaboration with Thoughtwo...

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Bibliographic Details
Main Authors: Carlos Henrique Vieira-Vieira, Sarang Sanjay Kulkarni, Adam Zalewski, Jobst Löffler, Jonas Münch, Annika Kreuchwig
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Artificial Intelligence
Subjects:
pharmaceutical industry
preclinical
large-language model
chatbot
retrieval-augmented generation
generative artificial intelligence
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2025.1636809/full
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