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Nutrinova – AI Calorie Counter & Nutrition Tracker
Nutrinova is an AI-powered nutrition app that lets users track meals through photos, voice, or text, eliminating the need for manual logging. With real-time AI coaching and personalized insights, it makes healthy eating effortless and data-driven.
platform
Mobile Application
team
3 Members
location
Switzerland
industries
HealthTech
Project Background
Project Background
Nutrinova is an AI-powered nutrition tracking app that lets users log meals through photos, voice notes, or text descriptions - no barcodes or food scales needed. Built by Aventive GmbH (Switzerland), the app provides personalized AI coaching after each meal, macro tracking, and customizable health goals. With a strong privacy-first approach (data encrypted, built in Switzerland, never sold), Nutrinova makes nutrition tracking effortless and shame-free.
Empiric Infotech developed the cross-platform app, integrating computer vision for food recognition, voice processing, and AI coaching capabilities.
Business Needs
Business Needs
- Build a cross-platform mobile app for iOS and Android
- Implement AI-powered meal logging via photo, voice, and text
- Develop computer vision for food image recognition
- Build AI coaching system with personalized feedback after each meal
- Create macro dashboard (calories, protein, carbs, fats, fiber)
- Implement customizable goals (weight loss, muscle gain, healthier eating)
- Develop one-tap meal reuse for favorites
- Ensure privacy-first architecture with Swiss data encryption
- Support English, French, and German languages
Tech stacks
Flutter Flow
For Frontend
Firebase
For Database
Service Provided
Project Challenges
- Building accurate food recognition from photos across diverse cuisines
- Implementing voice-to-meal logging with natural language processing
- Developing an AI coaching system that provides personalized, shame-free feedback
- Ensuring Swiss-grade privacy compliance with full data encryption
- Creating a frictionless logging experience without barcodes or scales
- Supporting 3 languages with accurate food database localization
Strategy and Solutions
- Built AI-powered meal logging supporting photo, voice, and text input
- Developed computer vision engine for food image recognition
- Implemented NLP-based voice processing for conversational meal logging
- Created AI coaching system delivering personalized post-meal feedback
- Built comprehensive macro dashboard tracking calories, protein, carbs, fats, and fiber
- Delivered privacy-first architecture with Swiss-based encrypted data storage
- Implemented one-tap meal reuse for frequently eaten meals
Results & Impact
- App live on both Google Play and App Store
- Three flexible input methods making meal logging effortless
- AI coaching providing personalized nutrition guidance
- Swiss-grade privacy ensuring user trust
- Subscription model ($6.99/mo to $39.99/yr) with 7-day free trial
- Privacy-first approach differentiating from competing nutrition apps
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