{"slug":"university-medicine-magdeburg-evaluates-its-on-premise-llm-platform-in-a-survey-of-91-users","url":"https://findausecase.com/use-cases/university-medicine-magdeburg-evaluates-its-on-premise-llm-platform-in-a-survey-of-91-users","title":"University Medicine Magdeburg evaluates its on-premise LLM platform in a survey of 91 users","description":"University Medicine Magdeburg established a self-hosted on-premise LLM infrastructure and surveyed its registered AI users. Of 322 registered users, 91 provided usable responses; 62.6% used the platform at least weekly, 44% reported saving at least 30 minutes of work per week, and speed and quality received high approval. Use cases varied by profession. The figures are self-reported survey results.","company":"University Medicine Magdeburg","industry":"Healthcare","country":"Germany","aiCapabilities":["Generative AI"],"deployment":"Unknown","problemStatement":"The authors note that LLMs are increasingly used by university hospital employees for information retrieval or decision support, and that self-hosted on-premise systems provide a secure environment that conforms to data privacy and security regulations for sensitive personal data. They wanted user feedback on usability and common use cases to optimise the models to the facility's needs.","solutionApproach":"University Medicine Magdeburg established an on-premise LLM infrastructure, a self-hosted AI platform for registered users. The evaluation used an online questionnaire to which registered AI users were given access and were informed via email.","businessValue":"Of 322 registered AI users, 91 usable survey responses were analysed. The source reports that speed and quality received high approval, 62.6% (n=57) used the platform at least once per week, and 44% (n=40) reported saving at least 30 minutes of work per week. Use cases varied by profession. The figures are self-reported survey results.","evidence":{"band":"high"},"sourceUrl":"https://imds.med.ovgu.de/News/Publikation_+Implementation+and+User+Evaluation+of+an+On_Premise+Large+Language+Model+in+a+German+University+Hospital+Setting_+Cross_Sectional+Survey-p-2780.html","dates":{"publishedAt":"2026-10-16T05:47:14.915Z","publishedAtSource":"pipeline","updatedAt":"2026-10-16T05:47:14.915Z"},"license":"Open for reading and citing with a link to https://findausecase.com/use-cases/university-medicine-magdeburg-evaluates-its-on-premise-llm-platform-in-a-survey-of-91-users. Bulk republication requires permission."}