Verwaltung: seminar-log, pushed this very week — attendance and activity points, extracted from photographed seminar forms and a Moodle list, via an in-house AI gateway. It now saves hours, every week.

Content Management: Kastalia KMS — thanks to agentic AI, the knowledge-management & lecture-broadcasting system which have been the backbone of all Einführungveranstaltungen of this house between 2016 - 2022 has been completely refactored. 

Practically all my lectures (and most of their recordings), presentations and Open Educational Resources are archived in Kastalia, up to know cca 5000 knowledge units / folios.