NutFinForce brings AI nutrition coaching to Finnish conscripts, delivered through Metabite. Read more
SOLUTIONS

One platform. Multiple use cases.

Members, registered dietitians and program administrators all get the tools they need, configured for their use case. Be it health, sports, research or anything else related to nutrition.

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Who does what, from oversight to self-guided
  1. 01Admins AI insights & reporting
    Oversees every program, cohort and outcome
  2. 02Dietitians AI-assisted coaching
    Lead their own programs
  3. 03Supported members AI meal analysis
    AI handles routine work, dietitians step in when needed
  4. 04Self-guided members AI coaching & meal analysis
    Fully automated, no dietitian needed. Scales to whole populations

Metabite AI runs in every layer.

HOW THE PIECES CONNECT

Three products, one loop.

Members log, coaches respond, and program owners see the results, so each person does only the work that needs them.

  1. 01 · For members

    Metabite AI

    Members photograph meals, track goals and join programs from their phone.

      Sends meals, goals and messages to coaches

  2. 02 · For coaches and dietitians

    Metabite AI Pro

    Coaches review AI-assessed logs, respond, and run programs at scale.

      Sends feedback to members, engagement and outcomes to admins

  3. 03 · For enterprise clients

    Metabite AI Admin

    Program owners manage enrollment, cohorts and reporting.

      Sends enrollment and cohorts back to coaches

MOBILE APP · iOS AND ANDROID

Metabite AI

Health, one bite at a time.

No calorie counting needed. Members snap a meal photo, and the app reveals a complete picture of how they eat.

  • Photo-first food journaling with no manual data entry
  • Personal goals that matter to the member, from protein to food diversity for gut health
  • A supportive community to share tips and cheer each other on
  • From fully automated to expert-led programs, for any goal
Get the app
Metabite app journal: a Log a meal button for today and yesterday's meal photos, each with a score
pro.metabite.ai
Metabite AI ProHomeClientsGroupsMessages
Hello, Anna
4 of 14 clients need you today
Needs attention
Jordan Lee
Low fruit · 1 log in 3 days
Aino Korhonen
Wants help with weekends
Sam Patel
Protein low · fiber on track
Maria Lopez
Logging 1 of 6 days
Jordan LeeSustainable habits · Week 4 of 12
AI summary · last 7 days
Jordan logged every meal this week. Vegetables are climbing, with 12 of 21 servings and the target hit on two days. Fruit is still low at about 1 serving a day.
Vegetable servings
Suggested messageAI draft · edit before sending
“Great week, Jordan! You logged every day and your veg is really climbing. Next step: one piece of fruit with breakfast. A banana or a handful of berries counts.”
EditSend to Jordan
Message sent to Sam
Coach reviewed · just now
Illustrative view with sample data.
WEB PLATFORM · FOR COACHES

Metabite AI Pro

The workspace for dietitians and coaches. The AI assesses every logged meal first, so coaches spend their time on the members who need a human, not on reviewing every photo.

  • A prioritized queue that surfaces who needs attention today
  • AI-drafted meal feedback the coach can edit and send
  • One-to-one, small-group and cohort programs in one place
  • Member progress against goals, ready for the next session
−64% dietitian time per patient
at Helsinki University Hospital
INSIDE METABITE AI PRO · MEAL JOURNAL

Every meal, assessed before the coach looks.

Clients snap a photo. Metabite's AI identifies the ingredients, estimates nutrition and scores caloric density, then shows how confident it is. Coaches see a whole week on one screen and open any meal with one click.

Ingredients from one photo
No manual logging for clients.
Estimates, shown as estimates
Every value carries an AI confidence level.
Caloric density on every meal
Spot patterns across the week.
WEB PLATFORM · FOR ENTERPRISE CLIENTS

Metabite AI Admin

The control centre for organizations that run Metabite programs: employers, health plans and health systems. Program owners set up their population, track participation and report results to their own stakeholders.

  • Enrollment, eligibility and cohort management
  • Engagement and outcomes dashboards by program and cohort
  • Aggregate, de-identified reporting for leadership and benefits teams
  • Role-based access for administrators, coaches and partners
admin.metabite.ai Sample data
Program analytics
12-week program · outcomes and drivers
−4.2%
median weight change
n = 120
26%
reached a 5% weight milestone
of 230
−12
LDL change, mg/dL
n = 104
−7
systolic BP, mmHg
n = 82
More fiber, more weight lost
Median weight change by fiber per 1,000 kcal
0%
−1.9%
−3.8%
−5.7%
Q1, lowQ4, high
What predicts weight loss
Correlation with % weight change, n = 100
Plant share of calories−0.28
Sugar per meal+0.22
Estimated weekly spend+0.20
Saturated fat per meal+0.19
Program-day coverage−0.18
Fried share+0.15
Illustrative view with sample data.

See all three working together.

A 30-minute walkthrough of the member app, the coach workspace and the admin dashboard, set up for a population like yours.

Request a demo