The session explores how personal health telemetry and open modeling can turn oral health from an afterthought into a lever for whole‑body wellbeing. Developed by 21D with research support from the Kwaai AI Lab, this open-source project uses Markov health‑state models and NICE‑aligned economic data to simulate how changes in periodontal status ripple through diabetes, cardiovascular risk, and long‑term healthcare costs.
In this session, we’ll walk through the simulator’s design—Python backend, React front end, and transparent assumptions drawn from peer‑reviewed literature—then demonstrate how individuals, clinicians, and Personal AIs could use it to explore “what if” scenarios around prevention, treatment intensity, and recall intervals. Attendees will see how open, explainable tools like this can help patients become co‑owners of their care decisions and how similar impact simulators might be built for other chronic conditions using patient‑owned data.
The presentation will take place in Ballroom F on Thursday, March 5, 2026 - 14:20 to 14:40
