Private on-device nutrition · iOS + Android

Point. Understand.
Eat with context.

NextMeal is a camera-first nutrition companion built around private, on-device intelligence. Aim at a meal or grocery item, carefully review the editable estimate, and save only the values you choose. Recognition and nutrition values can be completely wrong.

Responsive camera scan implemented Live capture, on-device analysis, explicit review, and a private diary.
On-devicePlatform models, not a cloud LLM
PrivateNo account, ads, or analytics SDK
NativeApple and Android platform models
Product workflow
9:41NextMeal•••
ONE MEAL · REVIEW REQUIRED
Breakfast · estimate

Kiwi smoothie bowl

Calories450
Protein20 g
Carbs60 g
Fat14 g
Review before saving
Ready today

A functional first release on a clean foundation.

The shared Swift app now includes the camera workflow, editable nutrition review, local diary, personal goals, seven-day insights, complete localization, and synchronized release tooling.

01

Shared Swift Core

Nutrition models and platform-neutral service boundaries live once in shared Swift.

02

Native Models

Apple Vision and Foundation Models plus Gemini Nano through Android AICore stay behind one small interface.

03

Private by Default

No cloud model, remote meal analysis, ad network, or analytics SDK is present.

04

Localized from Day One

Shared UI, permission copy, App Store, and Google Play metadata cover 11 languages.

05

Release Ready

Fastlane structure, metadata generation, audits, and screenshot tooling are checked in.

06

Tested Boundaries

Swift Testing verifies nutrition rules, local history behavior, model payload safety, and platform mappings.

Product roadmap

From first frame to long-term insight.

Each milestone stays useful without forcing a remote account or cloud inference path.

  1. 01
    Capture and review · available

    Native camera preview, on-device image understanding, editable nutrition result, and explicit local save.

  2. 02
    Goals and trends · available

    Personal calorie and macro targets, a private diary, and seven-day logged trends.

  3. 03
    Guidance and health · next

    Smart swaps, recipes, deficiency indicators, and permission-based health-platform integration remain future work.

A deliberate constraint

Your meal should not become someone else’s dataset.

NextMeal processes meal images and nutrition reasoning on the device when supported. There is no cloud fallback hiding behind the camera button.

Read the privacy policy