Stop the Drain:
Cut Food Costs
by
18%
with AI.
MealMetrics combines Computer Vision and Predictive AI to automate your daily ordering and eliminate waste. Save 10+ hours of labor each week — and keep your kitchen perfectly stocked.
Built for independent operators and hospitality groups
Live Recognition
99.4% Identification Accuracy
Scanning
Trusted by leading hospitality groups
The Restaurant Industry
Has a $162B Problem.
Food waste costs the U.S. restaurant sector an estimated $162 billion annually. The root cause isn't portion size — it's invisible: inaccurate inventory, poor demand forecasting, and manual counting errors accumulating every shift.
4–10%
of all food purchased by restaurants is wasted before it reaches a guest
40hrs
average monthly hours spent on manual inventory counts per location
5%
average variance in manual inventory counts — translating directly to margin loss
94%
AI forecasting accuracy achieved by MealMetrics in controlled deployment trials
Built on Peer-Reviewed Research
MealMetrics technology is grounded in published studies on computer vision accuracy for food recognition (CVPR 2023), AI-driven demand forecasting models (IEEE Transactions on Neural Networks), and hospitality operations research from Cornell's School of Hotel Administration. Our 99.4% identification accuracy exceeds baseline YOLO-v8 benchmarks by 6.2 percentage points on restaurant-domain datasets.
The Logic of Savings
Our computer vision replaces manual counting. Our AI replaces guesswork. See the hard data behind the transition.
history_toggle_off The Traditional Way
5% Count Discrepancy
Manual logs and eye-balling stock leads to hidden waste, over-ordering, and costly stockouts every week.
120 Hours/Month in Admin
Labor consumed counting boxes and reconciling invoices — time stolen from the menu, the guest, and the kitchen.
Static Par Levels
Orders placed on yesterday's habits — oblivious to tomorrow's weather, local events, or seasonal demand shifts.
Reactive Waste Management
Expiry dates missed, over-production untracked, pre-consumer waste unquantified and unaddressed.
verified The MealMetrics Way
99.4% Identification Accuracy
Computer vision captures every unit, quantity, and expiry date in real time — eliminating the human error window entirely.
20 Hours/Month Admin
Automated recognition and reconciliation gives your team 100 hours back every month to focus on what matters.
94% Accurate Forecasting
Predictive AI weighs weather, local events, reservations, and 30+ external variables to suggest the perfect order — every time.
Proactive Waste Prevention
FIFO alerts, expiry tracking, and yield analytics flag waste before it happens — protecting margin in real time.
Intelligence for the Modern Kitchen
We combine Computer Vision (The Eyes) with Predictive AI (The Brain) to build the most advanced inventory system ever deployed at scale.
Computer Vision: SEE
Point any mobile device at your shelves. Our CV model — fine-tuned on 2M+ restaurant-domain images — identifies products, quantities, and expiration dates instantly, eliminating human error from every count.
Predictive AI: ANALYZE
Using historical consumption data and 30+ external variables — weather, local events, reservations, seasonality — MealMetrics predicts your upcoming needs with 94% accuracy and generates the perfect order draft automatically.
OPTIMIZE
Automated par-level adjustments based on real consumption velocity.
VALIDATE
Instantly verify incoming deliveries against invoices with a single photo.
FIFO Alerts
Automatic first-in-first-out rotation prompts prevent spoilage before it happens.
Waste Analytics
Real-time pre- and post-consumer waste dashboards surfacing your biggest cost opportunities.
Order Automation
One-tap order approval pushes AI-generated purchase orders directly to your distributors.
Multi-Location
Unified dashboard for groups managing 2 to 2,000+ locations — with location-level drill-down.
star EnterpriseUp and Running in 24 Hours
No hardware to install. No POS integration required. Use the devices already in your kitchen.
Scan Your Shelves
Open the MealMetrics app and pan your phone across any shelf, walk-in, or dry storage. Our CV engine processes frames in real time — no special lighting, no QR codes, no barcodes needed.
AI Builds Your Order
Within seconds, MealMetrics compares counted inventory against predicted demand, calculates optimal reorder quantities, and drafts a purchase order ready for your review.
Approve & Relax
Review the AI-generated order in one tap. Approve or adjust, and MealMetrics sends it directly to your suppliers. Track delivery, validate invoices by photo, and watch your cost percentages drop.
A leading hospitality group achieved an average 51% reduction in pre- and post-consumer waste using AI-driven inventory management.
After a 90-day pilot across 12 properties, MealMetrics delivered measurable results from week two. The biggest win wasn't just cost — it was giving our managers their evenings back.
James Arrington
Director of F&B, Hospitality Group
90-Day Pilot Results
18%
Total Food Cost Reduction
10hrs
Saved Per Week / Manager
4mo
Average ROI Payback Period
51%
Reduction in Pre- & Post-Consumer Waste
What Operators Are Saying
"We were skeptical that an app could replace our inventory specialist. Two months in, we've reallocated that salary to a line cook. The AI is that good."
Sofia Rodriguez
Executive Chef, Independent Restaurant Group
"Our food cost percentage dropped from 31% to 25% in the first quarter. That's a six-point swing on $4M in annual F&B revenue. MealMetrics paid for itself in the first month."
Marcus Torres
VP Operations, Multi-Unit Restaurant Group
"The delivery validation feature alone is worth the subscription. We were being systematically short-shipped on proteins. MealMetrics caught $11K in discrepancies in our first 30 days."
Priya Kapoor
Director of Culinary, Full-Service Hotel Group
Simple, Transparent Pricing
No hardware. No setup fees. Cancel any time.
Starter
For single-location operators getting started.
- check Computer vision inventory scanning
- check Basic demand forecasting (7-day)
- check Up to 3 mobile devices
- check Email support
Pro
For growing groups who want the full AI suite.
- check Everything in Starter
- check 94% accurate 30-day forecasting
- check One-tap order automation
- check Delivery validation
- check Waste & yield analytics dashboard
- check Unlimited devices · Priority support
Enterprise
For multi-unit groups and hotel brands.
- check Everything in Pro
- check Multi-location unified dashboard
- check POS & ERP integration
- check Dedicated success manager
- check Custom model fine-tuning
Ready to stop
the drain?
MealMetrics automates your inventory and protects your margins — get started with a 15-minute demo.
No hardware required. Use your existing mobile devices. Cancel anytime.