Why Request a Case Study?

Discover how LogMeal’s AI-powered food recognition technology is transforming nutrition monitoring and food tracking across industries. From real‑time dietary logging to intelligent food waste management, our case studies showcase real use cases with measurable results.

 

What You’ll Get in a Case Study

  • Solution Overview — A clear description of how LogMeal’s API or platform is integrated into a real environment.
  • Recognition Accuracy and Performance — Insights on recognition rates (often above 95 %) for over 1,300 global dishes, food groups, ingredients, and quantities
  • Nutrition Analysis — Detailed evaluation of macro- and micronutrients (up to 39 indicators) captured by our model
  • Benefits in Practice — Time savings, reduced errors, improved user experience, and data-driven insights.
  • Use Case Variety — From healthcare (hospitals, elderly care), to gyms and sports teams, to self‑service kiosks in restaurants and corporate environments logmeal.com.

 

Key Use Cases

  • Hospitals & Healthcare: Remote patient nutrition monitoring, dietary compliance, prevention of malnutrition and food waste.
  • Fitness & Sports: Nutrition tracking for athletes, performance optimization, personalized diet recommendations.
  • Wellness & Lifestyle: Support for health-conscious individuals tracking their meals, calories, and nutrients using AI-driven meal logging tools.
  • Food Service & Retail: Autonomous, touchless checkout systems, instant meal validation, menu management and food tracking.
  • Food Waste Management: Identification and quantification of leftover food to reduce waste in hospitals, cafeterias, and commercial kitchens, enabling more sustainable operations.

 

Why Choose LogMeal?

  • Trusted by organizations like Nestlé, LaLiga clubs and multiple European healthcare institutions
  • Developed by experts in computer vision and AI with over 30 years combined experience and 25+ published scientific papers on food AI
  • Consistent performance improvement: recognition accuracy improves as more image data is incorporated (98 %

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Want to see real-world impact?

Fill out the form below, and our team will provide you with a list of existing case studies relevant to your industry.


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