REGISTEREDWITH FDA
NUTRITION AI · AI Meal Tray Verification for Hospitals
Every patient tray verified
before it leaves the kitchen
Nutrition AI matches each tray to its diet order, flags issues before delivery, and keeps photo evidence — fewer wrong trays, fewer complaints.
30+U.S. facilities
20,000+meals checked every day
Meal type○Order not linked
Menu items!Missing item on tray
Allergens!Restricted item on tray
Temperature○Not yet checked
Catch tray issues early.See missing items and dietary risks before delivery.
WHAT IS NUTRITION AI?
The last check before
the tray leaves the kitchen
Nutrition AI is an AI tray verification system for hospital foodservice. It compares each assembled patient tray with the diet order before delivery, saves photo evidence, and gives foodservice leaders visibility into facility, scanner, and staff performance.
SCAN CORRECT PROVE
Watch a full tray check
in 15 seconds
From meal-ticket recognition to staff review and photo evidence.
- 01ScanLink the tray to its meal ticket.
- 02CorrectReview missing items, diet-order mismatches, and allergen risks.
- 03ProveSave the tray photo and result together.
THE PLATFORM BEHIND NUTRITION AI
Food intelligence
built at scale
100M+meals analyzed across 1,300+ sites powerNuvilab's food-AI platform as of Sep 2026.
REGISTEREDWITH FDA
EVIDENCE FROM DAILY OPERATIONS
Safer meal delivery
starts with proof
Nutrition AI checks trays before delivery
and keeps a photo record of every tray.Selected results from live deployments at anonymized U.S. hospitals.
Reporting periods vary by facility.
600+ BED REGIONAL HOSPITAL · SOUTHEAST U.S.
98.4%
of eligible tray scans captured with photo evidence
600+ BED ACADEMIC MEDICAL CENTER · SOUTHEAST U.S.
32,152
trays documented in one month
APPROX. 200 BED REGIONAL HOSPITAL · MIDWEST U.S.
+12.8%
relative improvement in photo evidence coverage
Source: Nutrition AI operating data · Anonymized U.S. hospitals · Apr–Sep 2026 · Eligible tray scans are production scans linked to a meal order; test records excluded.
This is the beginning of something that will change the game for patient dining. We've relied on manual processes for too long — Nutrition AI is our first step toward smarter, safer, and more efficient care.
PHOTO EVIDENCE
One record for
each reviewed tray
See the tray photo, order, and verification result in one place.
NETWORK OPERATIONS
Keep every site
and scanner visible
Compare facilities, scanner throughput, and data source health across your network.
- Track capture rate, match rate, and tray time
- Spot scanner and data issues
- Compare performance across sites
Nutrition AINetwork operations
ANONYMIZED SAMPLE DATAFacilitiesScannersLast 7 days
94.2%Photo coverage
78.6%AI-assisted match
14.8 sMedian tray time
3Sites online
FacilityAI matchPhotoTray timeStatus
North Campus96.1%80.4%13.9 sGood
Central Campus93.8%77.6%15.2 sGood
Lakeside Campus91.9%75.8%15.6 sReview
Names and values shown here are sample data, not customer records.
Nutrition AIStaff performance
ANONYMIZED SAMPLE DATAOperators by shift
36Active operators
1,092Trays reviewed
15.1 sMedian tray time
4Coaching flags
Team memberShiftTraysReviewStatus
Operator 01Breakfast41296.2%On track
Operator 08Lunch38693.7%On track
Operator 14Dinner29489.4%Coach
Operator names and values shown here are sample data.
OPERATIONS · STAFF PERFORMANCE
Coach from patterns,
not anecdotes
Review tray volume, capture consistency, and processing time by shift or team member.
- Compare shifts and operator trends
- Find coaching opportunities early
- Recognize consistent performance
30+ U.S. FACILITIES · 20,000+ MEALS CHECKED EVERY DAY · AS OF SEP 2026
Need to know what patients actually ate after the meal? See Nutri-Guard AI →