Built by Someone Who Publishes What He Ships
Odi F. Stummer
Five degrees spanning Medical Sciences, Strategic Management, Healthcare Leadership, and Innovation Design. Author of the world's first doctoral thesis on Polymathy in corporate settings (DBA, Apsley Business School London).
Currently building the intersection of clinical AI, health data governance, and implementation science — with published frameworks:
EMoT — Epistemic Model of Transparency for clinical AI evaluation (arXiv:2603.24065)
PRAXIS-AI — Implementation framework for primary care AI (SSRN, in review)
6 published papers across data quality, terminology governance, ontology-aware architecture, and health economics
Head of Quality at Apsley Business School London. Research affiliate in AI for Primary Care.
"I don't advise on AI in healthcare. I build it, deploy it, and publish the evidence."
(Odi.F Stummer)
DNA Section: Implementation Science, Not Innovatio Theatre
Every product we build traces to a published framework. Every framework traces to clinical reality. We don't pitch vision decks — we ship systems and submit the methodology to peer review.
Our DELL channel partnership puts validated hardware under our software. Our regulatory sandbox validates before deployment. Our preprint pipeline ensures every claim is citable..