Private and HIPAA Compliant LLM Summarizer for Apple Health's Medical Records(timeline.yari.care)
timeline.yari.care
Private and HIPAA Compliant LLM Summarizer for Apple Health's Medical Records
https://timeline.yari.care/
https://timeline.yari.care/
Yari Timeline allows you to build an organized, accessible, and private timeline of your care. It runs a HIPAA-compliant LLM (Gemini on Vertex AI) on the HealthKit medical records in three careful steps: (1) it generates a global timeline of all records, one episode of care at a time; (2) it generates a summary of each episode in plain language for laypeople to understand; (3) it allows the user to go all the way to the individual medical records on their HealthKit and see their AI summary or the raw data.
We purposefully built this app NOT as a chatbot. This allows us to thoroughly validate its prompts and context-assembly on a predefined set of use cases and build a user experience that minimizes common failures.
Having said all that, the app is not intended for medical use and can be wrong. It’s merely a demonstration of what’s possible, done in perhaps the most careful and private way.
As a bonus, we never store any data locally or on our servers. We have even disabled Gemini’s caching capabilities and traffic logs. You are always in incognito mode :)
It’s worth saying that the experience is far from ideal. Given the strict constraints on Apple HealthKit’s medical records, we cannot do things like storing pre-processed data in the app to reduce initialization time. We also cannot provide ways to do data sharing or long-running processing. You also may end up in a bit of a messy state if you do not give the app access to all records during the HealthKit authorization workflow (you can fix this in iOS Settings). So please make sure to follow the instructions carefully and feel free to write to us via [email protected] if you run into any issues.
This app demonstrates what’s possible with today’s App Store rules and today’s technology. But it’s just scratching the surface of what’s possible. For example, we are eager to add a lot of interesting new things once iOS 26 comes out and on-device models are accessible to more users.