Framework Nutrition offers a clinician‑designed meal planning platform that creates personalized nutrition plans based on individual health goals, caloric needs, and lifestyle preferences. Users select from chef‑inspired meal styles and specific health focuses such as PCOS, IBS, or diabetes, while the system automatically calculates precise macros and calories, eliminating the need for manual tracking. Each plan is reviewed by nutrition professionals to ensure evidence‑based quality and ease of swapping or scaling meals.
Funding
Funding not disclosed
Founders
Product
Problem
Many individuals struggle to implement personalized nutrition plans because creating clinically accurate, calorie- and macronutrient‑specific meals is time‑intensive and typically requires professional expertise, which is often inaccessible or costly.
Solution
Framework Nutrition offers a clinician‑designed meal planning platform that generates individualized nutrition plans based on a user’s health focus, biometric data, and dietary preferences. The system calculates precise caloric and macro targets and assembles chef‑inspired meals that meet those targets without requiring users to log or count foods. Each meal is reviewed by qualified clinicians and built on verified USDA nutrition data, ensuring clinical accuracy and safety. Users can swap, batch‑prepare, or scale meals while maintaining consistent macro ratios, facilitating real‑world adherence. The platform leverages a fine‑tuned large language model to incorporate condition‑specific guidelines, while human review guarantees quality and compliance with current nutritional research.
Target Audience
Primary users are health‑conscious individuals seeking clinically grounded, personalized meal plans for specific conditions, as well as dietitians and wellness practitioners who need a scalable tool to provide structured nutrition guidance to clients.
Features
- Automated generation of meal plans tailored to individual calorie and macronutrient goals
- Health‑specific focus options (e.g., PCOS, IBS, diabetes, perimenopause) with evidence‑based ingredient recommendations
- Choice of six chef‑inspired cuisine styles, all vetted by clinicians for nutritional quality
- Consistent macro ratios across meals, enabling easy swapping, batch cooking, and family scaling
- Professional review of every recipe to ensure clinical accuracy and adherence to guidelines
- Privacy‑preserving workflow: personal health data are used only for target calculations, not exposed to the AI model