Inspiration
Too many people walk out of medical appointments scrambling to remember exactly what their doctor said regarding instructions, prescriptions, and next steps. Relying entirely on memory during high-stress medical visits is incredibly tough, whether you are managing your own health or coordinating care for an elderly parent or child. We wanted to build a dedicated, private space to solve this specific problem.
What it does
AI Doctor Notes is a privacy-first mobile app designed for real patient and caregiver workflows. It allows users to:
- Organise symptoms and prep questions before stepping into the clinic.
- Securely record and transcribe appointment details during the visit.
- Automatically generate structured after-visit summaries focusing on actual doctor instructions and care plans.
- Easily share visit recaps with family members or other caregivers.
How we built it
The app is built natively for iOS using Swift to ensure a smooth, secure, and snappy user experience. For the backend processing and smart summaries, we integrated secure AI language models via API to handle the transcription analysis. Data privacy was our core focus during engineering, ensuring patient data remains completely protected and isolated compared to generic voice-recording tools.
Challenges I ran into
The biggest hurdle was formatting clinical dialogue into highly actionable, easy-to-read text for everyday users. Medical conversations can be non-linear and messy. It took a lot of prompt engineering and fine-tuning to ensure the app ignores background noise or casual small talk and correctly surfaces the actual medical instructions and critical care steps.
Accomplishments that I'm proud of
We successfully built a patient-first workflow that feels entirely natural to use in a real clinic setting. The final product doesn't just transcribe text—it actually alleviates the stress of doctor visits, helping caregivers stay fully present with their loved ones instead of frantically writing notes on paper.
What I learned
We learned a lot about healthcare UX and how critical extreme simplicity is when users are dealing with stressful health situations. Every tap and feature needs to be completely obvious, accessible, and clean.
What's next for AI Doctor Notes
We plan to expand availability by bringing the app to Android
Built With
- amazon-web-services
- cursor
- nextjs
- postgresql
- vercel
