NUSEUM Precision Nutrition AI
Transform Your Platform with Precision Nutrition Intelligence
Empower your services across healthcare, food, commerce, and insurance with our cutting-edge personalized nutrition AI
Food-as-Medicine infrastructure, seamlessly integrated into your platform
Why NUSEUM — Why Now?
The time is now for integrated, science-driven nutrition solutions:
  • The trillion-dollar convergence of food, wellness, and healthcare
  • A surge in public demand for personalized health management
  • Increasing need to link health data across delivery, commerce, and insurance platforms
Let NUSEUM accelerate your transition to health-focused digital services. Apply for Precision Nutrition AI consulting and begin your journey toward integrated personalization.
Strategic Use Cases for Our Partners
Food & Delivery Apps
Personalized menu recommendations aligned with individual health profiles
Grocery & Commerce Platforms
Tailored ingredient and product suggestions based on health goals
Diagnostic
Companies
Transform test results into actionable dietary guidance
Insurance
Provider
Support prevention-focused models with risk-based meal and lifestyle recommendations
The Problem We Solve
70%
“70% of consumers want to eat healthier — but 50% don’t know what ‘healthy’ actually means.” (McKinsey, 2022 – Conscious Eating Survey, 8,000 respondents)
Despite the growing importance of nutrition in modern health management, most digital platforms fail to:
Integrate Personal Health Data
No connection to health checkups, medications, or genetic insights
Understand Health Context
E.g., grapefruit juice is unsafe with certain blood pressure medications — yet users aren’t warned
Avoid Popularity Bias
Search results prioritize high-sugar “protein” products, even for diabetic users
What Is NUSEUM?
NUSEUM is a precision nutrition AI engine that converts health data into real-time, personalized dietary recommendations — directly embedded into partner platforms.
Unlike traditional wellness apps, NUSEUM is a white-label infrastructure built for clinical-grade Food-as-Medicine applications.
Reliable Global Research Base
NUSEUM AI is trained based on medical guidelines, clinical reviews, and scientific literature from globally renowned institutions.
  • World Health Organization, Harvard Health, Cleveland Clinic, Mayo Clinic, Seoul National University Hospital, etc.
  • NEJM, Lancet, Nature, Science, Cell, etc.
Guiding every day with verified science, not speculation
Start Simple, Evolve Sophisticatedly
NUSEUM provides in-depth personalization while reducing the burden of data input.
  • Initially: Age, gender, health goals, medications, family history, etc.
  • Optionally expandable: Health checkup results, genetic analysis, microbiome data, etc.
Trust is built slowly, but surely
Initial Audit & Consulting
NUSEUM provides Initial Audit & Consulting services that design precision nutrition integration paths optimized for partner platforms and user needs
Platform Structure Analysis
Diagnosis of user flow, UI/UX, and functional linkage possibilities
→ Establishment of optimal AI module interworking strategy
User Group Research
Analysis of core target's health needs and health literacy
→ Derivation of precision nutrition application points
Data Linkage Review
Inspection of API, backend interworking structure, and personal information protection requirements
→ Minimization of technical integration risks
PoC Design Roadmap
KPI setting, data collection design, resource estimation
→ Securing execution visibility and internal persuasiveness
Consulting Deliverables As a preliminary step for partners to "internalize precision nutrition capabilities", we provide a NUSEUM integrated diagnostic report, user journey definition, and a draft of a precision nutrition application model (including MVP definition)
How We Integrate
NUSEUM Precision Nutrition AI integrates with food delivery, online grocery shopping, diagnostics, or insurance platforms to provide real-time, context-aware dietary guidance
Capture
Collect structured data from surveys, health checkup results, etc.
Process
Analyze with proprietary AI engine
Recommend
Provide personalized foods, supplements, and recipes
Adapt
Continuously improve through feedback and results
NUSEUM Precision Nutrition Platform
An end-to-end system to deliver actionable dietary intelligence
Core Architecture
Service Layer
Multi-Channel Delivery of Personalized Recommendations
  • Dynamic food, grocery, supplement, and recipe recommendations
  • Configurable white-label modules for:
  • Grocery & delivery apps
  • Diagnostics and lab platforms
  • Wellness brands and health insurers
  • Easy API plug-in for real-time personalization across user touchpoints
AI Core Engine
Evidence-Based Interpretation and Real-Time Analysis
  • 170,000+ food items linked to scientifically validated health effects
  • Smart filtering for allergens, interactions, chronic conditions, and goals
  • Drug–food interaction knowledge at the compound level
  • LangChain-powered GPT engine with Retrieval-Augmented Generation (RAG)
  • Ultra-personalization engine capable of 6×10²³ unique user profiles
Input Layer
Structured Health Data Ingestion
  • Designed for progressive data entry: starts simple, scales deep
Product PoC

NUSEUM DOCENT

Your Museum of Nutrient Physiology & Pharmacology

A precision nutrition docent offering personalized diets, food insights, and supplement recommendations based on your health goals

NUSEUM DOCENT

OBESITY

Food-as-Medicine guide specialized in obesity management

NUSEUM DOCENT

Amazon Fresh

Interactive Demo of NUSEUM’s Precision Nutrition AI Engine Tailored for Amazon Fresh’s Personalized Grocery Experience

NUSEUM DOCENT

SOLGAR

SOLGAR powered by NUSEUM DOCENT AI Engine

Proven Traction
1000+
Over 1,000 AI nutrition consultations
54%+
Newsletter open rate over 54%
6+
Collaborations with Woowa Brothers, Hyundai Department Store, Nestle Health Science (Hyundai Bioland), Macrogen, Genoplan, CJ Bioscience, etc.
Aligned with the UN SDGs
NUSEUM actively contributes to global health and sustainability goals
SDG2
Zero
Hunger
Improve nutritional imbalances for vulnerable groups
SDG3
Health & Wellbeing
Reduce the risk of chronic diseases and healthcare costs
SDG5
Gender Equality
Reduce the burden of care with AI-based tools
SDG12
Responsible Consumption
Reduce food waste by selecting the right ingredients
SDG13
Climate
Action
Promote low-carbon, plant-based diets
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Ready to Scale with You
NUSEUM enables B2B partners to deliver next-generation food-as-healthcare services
  • Rapid Proof of Concept (PoC): Fast and efficient deployment and testing
  • API Provided: Seamless Back-end Integration
  • Flexible Business Models: Subscription-based SaaS, Usage-based Billing, Customized Enterprise, or Revenue Sharing
Deliver a 'health-focused experience' to your customers without redesigning your platform
NUSEUM | (08812) #306, Hoam-ro 24-gil, 6, Gwanak-gu, Seoul, Republic of Korea | nuseum@nuseum-lab.com