Digital Health Platform: Metrics, AI Food Scanning & Practitioner Booking

Scoping a digital health platform where a survey drives recommendations, a camera replaces manual food logging, and meal plans come from a real practitioner, not an algorithm.

Frequently asked questions

How does the AI food scanning actually work?

You photograph the meal, the app identifies the food items in the image, and you confirm the specific items and serving sizes it suggests. Calories and macros are calculated from that confirmation, not from the photo alone.

Who writes meal plans — the app or a person?

A practitioner writes them, after a session, item by item. The app's own calorie calculator is for daily tracking, not for generating a full meal plan.

Can I message a practitioner outside of a booked session?

No. Chat and video open only during the confirmed appointment window and close automatically when the session ends.

Does the app connect to fitness trackers or glucose monitors?

Yes, via Bluetooth to compatible CGM devices and smartwatches, feeding sleep, glucose, and movement data into the health dashboard.