Mashgin
Mashgin is an AI-powered self-checkout system that uses computer vision to identify items instantly without barcodes, allowing you to complete transactions in seconds for a faster shopping experience.
SeeChange
SeeChange is a visual AI platform that uses existing security cameras to provide real-time retail analytics, automated stock detection, and enhanced safety monitoring for physical store environments.
Quick Comparison
| Feature | Mashgin | SeeChange |
|---|---|---|
| Website | mashgin.com | seechange.com |
| Pricing Model | Custom | Custom |
| Starting Price | Custom Pricing | Custom Pricing |
| FREE Trial | ✘ No free trial | ✘ No free trial |
| Free Plan | ✘ No free plan | ✘ No free plan |
| Product Demo | ✓ Request demo here | ✓ Request demo here |
| Deployment | ||
| Integrations | ||
| Target Users | ||
| Target Industries | ||
| Customer Count | 0 | 0 |
| Founded Year | 2013 | 2018 |
| Headquarters | Palo Alto, USA | Manchester, UK |
Overview
Mashgin
Mashgin offers a touchless self-checkout solution that uses computer vision to identify multiple items simultaneously. Instead of scanning individual barcodes, you simply place your items—including plated food, packaged goods, and produce—on the kiosk tray. The system recognizes everything instantly, totaling your bill in less than a second so you can pay and go without waiting in long lines.
You can deploy these kiosks in high-traffic environments like stadiums, corporate cafeterias, healthcare facilities, and convenience stores. The platform integrates with your existing payment processors and inventory systems, providing real-time data on sales and popular items. It helps you reduce labor costs and improve throughput during peak hours by moving customers through the checkout process up to four times faster than traditional methods.
SeeChange
SeeChange helps you transform your existing store cameras into intelligent sensors that monitor your retail environment in real-time. Instead of manual checks, you get automated alerts for spilled liquids, empty shelves, or suspicious behavior. This allows you to maintain a safer shopping environment and ensure your best-selling products are always available for customers.
You can integrate the platform directly with your current CCTV infrastructure without needing expensive hardware overhauls. It processes visual data at the edge to protect privacy while giving you actionable insights into footfall and queue lengths. Whether you manage a single boutique or a global retail chain, you can use these insights to optimize staff scheduling and reduce operational shrinkage.
Overview
Mashgin Features
- Instant Object Recognition Place multiple items on the tray at once and watch the system identify them instantly without searching for barcodes.
- Plated Food Identification Identify open-faced food items and cafeteria meals by shape and color, eliminating the need for manual price lookups.
- Touchless Payments Complete your entire transaction without touching the screen by using mobile wallets or tap-to-pay credit cards.
- Real-Time Analytics Access your sales data and inventory levels through a cloud-based dashboard to make informed business decisions on the fly.
- Multi-Item Scanning Scan your entire lunch tray in one go rather than ringing up items individually to keep lines moving quickly.
- Hardware Integration Connect your kiosks with existing POS systems and payment gateways to maintain a unified financial record.
SeeChange Features
- Spill Detection. Receive instant alerts when liquids or debris are detected on the floor so you can prevent slip-and-fall accidents.
- Out-of-Stock Monitoring. Track shelf availability in real-time and get notified the moment a product needs replenishing to maximize your sales.
- Queue Management. Monitor checkout lines automatically and deploy extra staff exactly when wait times exceed your preferred threshold.
- Recognized Theft Patterns. Identify suspicious movements and potential shoplifting behaviors early so your security team can intervene before a loss occurs.
- Footfall Analytics. Analyze customer flow and dwell times across different zones to optimize your store layout and product placements.
- Privacy Masking. Protect customer and staff identities with built-in anonymization features that ensure you remain compliant with global privacy regulations.
Pricing Comparison
Mashgin Pricing
SeeChange Pricing
Pros & Cons
Mashgin
Pros
- Significantly reduces wait times during peak hours
- Identifies non-barcoded items like fruit and meals
- Easy for customers to use with zero training
- Reduces the need for dedicated checkout staff
- Compact footprint fits into small retail spaces
Cons
- High initial investment for specialized hardware
- Requires consistent lighting for optimal recognition
- Limited to physical kiosk deployments only
SeeChange
Pros
- Works with your existing CCTV cameras
- Reduces liability through rapid spill detection
- Improves shelf availability for high-demand items
- Automates manual monitoring tasks for staff
- Scales easily across multiple geographic locations
Cons
- Requires stable high-speed internet connectivity
- Initial calibration needed for specific store layouts
- No public transparent pricing available online