Mashgin Solution Overview | Lightning-Fast Checkout That Boosts Sales
2026-02-21 16:09 Diff
https://www.mashgin.com/solution/overview

Ai-powered Checkout

Delight customers with the world’s fastest checkout

Mashgin computer-vision technology shortens lines, increases sales, and maximizes staff productivity.

Trusted by over 40 million users.

Trained by over 1 billion transactions.

[  HOW IT WORKS  ]

Identify anything, instantly

Mashgin AI is 99.99% accurate, takes less than .5 seconds to ring up everything, and all happens locally.

[  WHY MASHGIN  ]

AI Checkout drives real value for your business.

Faster Checkout

Mashgin checkout is 400% faster than traditional POS, dramatically shortening lines at peak hours.

More Sales

Shorter lines means greater diner participation rates. Mashgin is shown to more than double sales when lines are long.

Better Margins

Hit profit targets with fewer staff at checkout and more cooking food and serving guests.

Prefer Mashgin

Customers who use Mashgin overwhelmingly prefer it over manual checkout options.

[  HOW WE DO IT  ]

Transform your operations with maximum throughput and efficiency

We improve the checkout experience for millions of customers every day across dozens of industries.

[  EFFICIENCY  ]

Empower teams for maximum efficiency

Turn one cashier into four

With instantaneous ring up, each Mashgin kiosk runs transactions about 2-4x faster than a cashier alone. At the same time, Mashgin works as both a self-checkout and hosted system.

This makes it easy for your staff to manage multiple kiosks at one time, more than doubling productivity while cutting lines in half. Some of our clients run as many as 4 kiosks per cashier for incredible efficiency.

A personal touch at scale

We make managing multiple kiosks easy so your team can focus on customers who need it the most. Light and sound cues quickly guide staff to guests who need assistance and our staff tools make it easy to add extra items, verify age, or print a customer’s receipt without interrupting transactions.

Adapt on the fly, Experiment real-time

Changes happen, sometimes in the middle of a shift. Whether it’s new items arriving mid day or a change to how you package a meal, we’ve got you covered.

Easily experiment with pricing, time-based discounts, and more.

[  SPEED  ]

Unmatched computer vision speeds up checkout

Go from zero to payment in 0.5 seconds

Combining 3D vision with AI, Mashgin identifies items simultaneously using size, shape, and color rather than barcodes - simplifying checkout, eliminating bottlenecks, and optimizing throughput.

Gain maximum precision from the most widely adopted engine

With nearly 1 billion transactions, our computer vision model has the leading edge - distinguishing quantities, sizes, and flavors from pricebooks with over 10,000 items.

Mashgin is already familiar with over 60,000 common SKUs which lets us deploy new stores in as little as an hour.  Whether your POS is at an airport or an arena, most likely, we have 95% of your inventory in our model.

Customers can train the system on new or custom items in 30 seconds, and instantly share the item across all other locations.

[  INSIGHTS  ]

Gather the insights that inform critical decisions

View sales and category insights from anywhere in real-time, letting you take action to optimize.

Quickly notice if one location is underperforming mid-shift and investigate. Spot a new dish that’s outselling other entrees and warn your cooks to focus on that. Notice a stadium section that’s particularly fond of champagne and stock accordingly.

Better understand buyer behavior by tagging and grouping items. Any item can have multiple tags to make it easy to track specific objectives or trends.

This makes it easy to evaluate the performance of new items or to dig into a specific theme. Are hazy beers more popular near colleges than traditional lagers? Only one way to find out!

Easily audit individual transactions, complete with pictures. Understand items commonly bought together and zoom in on any suspicious transactions.

Robust API for deep dives

Mashgin’s Graph API makes it easy to analyze all your transaction data using your favorite business intelligence tools.

Quickly pull transaction information to your data lake and connect your preferred software to get a more nuanced perspective through the tools you’re already familiar with.

[  INTEGRATIONS  ]

Integrated with the 
systems you need

We improve the checkout experience for millions of customers every day across dozens of industries.

[  SCALE  ]

Designed for scale

Whether adding a single micromarket to your office, speeding up your 50 busiest cafes, or bringing high speed checkout to a 1,000 stores, Mashgin is here to help.

Deploy new stores in hours

When you buy a new technology to solve a problem, you don’t want to wait 6 months for it to have results. Thanks to Mashgin’s rapid learning and knowledge sharing, we’re able to deploy new locations in as little as an hour.

You give us a power strip and internet, and we’ll give you a faster store.

Learn once, learn everywhere

Not only can every Mashgin kiosk learn new items in seconds, it immediately shares those learnings with every other kiosk. So any UPC we’ve seen at one location, we can recognize at any location.

This also holds true for your custom meals that don’t have a barcode. With menu mirroring, any locations that share a menu will learn and update as a group.

Group locations to see the whole picture

Quickly view sales data for a specific concession stand, for a full stadium, or an entire operating region