AI-916L POS Scale
Product overview
The Essae AI-916L POS Scale combines intelligent product recognition, accurate weighing, and integrated barcode label printing for modern retail operations. This AI-powered POS Scale automatically recognises fruits, vegetables and sweets, reduces manual PLU searches and simplifies weighing, pricing and label generation for faster retail transactions.

Auto Recognition

Store Learning

Machine Learns

Powerful AI Model*

Safe & Secure
Technical specifications
| Model | AI-916L |
|---|---|
| Capacity / Accuracy | 6 kg / 1 g, 15 kg / 2 g, 30 kg / 5 g |
| Weights & Measures | Class III (RRSL Model Approval No. IND/09/26/298) |
| CPU | ARM Quad-core Cortex-A55 |
| Operating System | Xubuntu Linux |
| AI Detection Speed | < 1 sec |
| AI Model* | EfficientNet-B1 Classifier (Locally pre-trained) |
| AI Features | Store Learning & Machine Learning |
| Camera | 5.0 MP AI-enabled |
| LAN | 1 × (10 / 100 Mbps, RJ-45) |
| Wi-Fi | Onboard 2.40 GHz |
| USB | 2 × USB 2.0 |
| Touchscreen | Projected Capacitive Touch (PCAP) – True Flat |
| Display Size | 39.6 cm (15.6") TFT LCD with LED backlight |
| Resolution / Brightness | 1366 × 768 / 275 nits |
| Printer | Inbuilt Label Printer |
| Printing Speed | 80 mm/sec |
| Effective Printing Width | 54 mm (448 dots) |
| Label Width | 20–62 mm |
| Label Length | 20–110 mm |
| Label Thickness | Maximum 170 microns |
| Barcode | EAN-13, Code 128 (A, B, C) and QR Code |
Key features of AI-916L label printing scale

AI-powered product recognition
The AI-916L uses a 5.0 MP AI-enabled camera and locally pre-trained EfficientNet-B1 classifier to automatically recognise fruits, vegetables and sweets. With an AI detection speed of less than one second, it reduces manual PLU searches and helps operators complete weighing transactions faster.

Store Learning
Store Learning allows retailers to add new products directly at the store without relying entirely on the existing pre-trained AI model. This helps businesses introduce new varieties of fruits, vegetables and sweets while managing changing product ranges efficiently.

Machine Learns
Machine Learning helps improve product recognition through regular usage. As the AI-916L is used to identify different products, its learning capabilities support improved recognition over time, helping operators manage everyday weighing tasks efficiently.

High-precision weighing
The Essae AI-916L combines AI-powered product recognition with accurate weight measurement and pricing. Available in 6 kg/1 g, 15 kg/2 g and 30 kg/5 g configurations, its Class III weighing system supports reliable weight-based transactions across retail environments.

Integrated barcode label printing
The AI-916L features an inbuilt barcode label printer for generating barcode labels for weighed products. With a printing speed of 80 mm/sec and an effective printing width of 54 mm, it supports efficient product labelling at supermarkets, grocery stores and sweet shops.

Large touchscreen display
The AI-916L features a 39.6 cm (15.6-inch) TFT LCD with LED backlighting, 1366 × 768 resolution and a True Flat projected capacitive touchscreen. Its touch-based interface supports convenient operation and faster operator training during everyday retail activities.

Seamless connectivity
The AI-916L includes one 10/100 Mbps RJ-45 LAN port, onboard 2.40 GHz Wi-Fi and two USB 2.0 ports. These connectivity options support compatible retail networks and business applications, helping retailers manage weighing operations and connected workflows efficiently.

Intelligent retail management
The Essae Web Application provides a centralised dashboard for PLU management, transaction reports and sales analytics. Cloud synchronisation, real-time updates and multi-store management capabilities help retailers access business information and monitor operations across connected store locations.
How does the AI-916L POS Scale work?
Step 1: AI recognition
Place fruits, vegetables or sweets on the weighing platform. The built-in 5.0 MP AI-enabled camera captures the product image for automatic recognition.
Step 2: Intelligent weighing
The scale measures the product weight while its locally pre-trained EfficientNet-B1 classifier recognises the item, reducing manual product identification.
Step 3: Automatic product identification
The system retrieves the product name, weight and pricing information, helping operators complete weighing and pricing with fewer manual steps.
Step 4: Barcode label printing
The inbuilt label printer generates a barcode label with the configured product information, ready for product identification and retail checkout.
Why choose Essae AI-916L POS Scale?
Locally pre-trained AI model
Faster product recognition
Add new products through store learning
Continuous improvement with machine learning
Frequently asked questions
What is the maximum weighing capacity of the AI-916L?
The Essae AI-916L AI POS Scale is available in three weighing configurations: 6 kg/1 g, 15 kg/2 g and 30 kg/5 g. Its maximum listed capacity is 30 kg, with a 5 g division in that configuration.






