In this article:
- Advanced Edge AI Solutions for Industrial Applications
- Key Features of AITAS-EN302 and AITAS-EN303
- Benefits of Key Features
- Suitable Applications and Industries
- Use Cases
- Summary

Advanced Edge AI Solutions for Industrial Applications
APLEX Technology Inc., a global leader in industrial computing solutions, has recently unveiled its latest innovations: the AITAS-EN302 and AITAS-EN303 Edge AI computers.
These cutting-edge devices are designed to meet the evolving demands of smart manufacturing, AIoT applications, and industrial automation, offering robust performance, flexibility, and reliability in challenging environments.
Key Features of AITAS-EN302 and AITAS-EN303
The AITAS-EN302 and AITAS-EN303 are purpose-built to bring AI capabilities and industrial-grade reliability to the edge. These systems are designed to support real-time data processing, machine learning, and automation tasks in demanding environments. Below is a breakdown of the key features and their corresponding technical specifications:
- High-Performance Processing
Both models are built around the NVIDIA® Jetson Orin™ NX and Jetson Orin™ Nano platforms:- AITAS-EN302 supports the Jetson Orin™ NX module, with up to 1024-core Ampere GPU with 32 Tensor Cores and up to 16GB LPDDR5 memory.
- AITAS-EN303 supports the Jetson Orin™ Nano module, providing up to 512-core Ampere GPU with 16 Tensor Cores and up to 8GB LPDDR5 memory.
These modules deliver up to 100 TOPS (trillions of operations per second), making them ideal for real-time AI inference workloads.
- Fanless Design
The system features a robust aluminium chassis with finned heatsinks, enabling completely fanless thermal dissipation. This passive cooling design allows silent operation and increases durability by eliminating moving parts that can fail in industrial environments. - Wide Operating Temperature Range
Engineered for extreme conditions, both models support an extended operating temperature range of -20°C to 60°C. This enables deployment in environments such as factory floors, roadside enclosures, or unheated warehouses without performance degradation. - Rich I/O Interfaces
To maximise connectivity and flexibility, the systems offer a wide variety of interfaces, including:- 2 × GbE LAN ports
- 2 × USB 3.2 Gen 1
- 1 × HDMI output (up to 4K resolution)
- 1 × CAN Bus (for vehicle and automation applications)
- 1 × MicroSD slot, M.2 Key M 2280 for SSD storage
- Optional Wi-Fi/5G module via M.2 Key B and Key E
These interfaces support integration with a broad range of sensors, actuators, and network infrastructures.
- Compact and Rugged Construction
The systems feature a compact fanless enclosure measuring just 150 mm × 106 mm × 58 mm (WxDxH). The rugged housing meets industrial standards for shock and vibration, making it well-suited for deployment in harsh industrial or mobile environments.
In addition, DIN rail mounting and wall-mount options ensure flexible installation for edge deployment.
Benefits of Key Features
The AITAS-EN302 and AITAS-EN303 are not just compact industrial computers — they are purpose-built platforms for advanced AI tasks in challenging environments. The benefits of their key features translate into real-world value across numerous operational areas:
- Enhanced Operational Efficiency
With up to 100 TOPS AI performance (AITAS-EN302) and 40 TOPS (AITAS-EN303), these systems can handle real-time image classification, object detection, and sensor data fusion. This enables faster decision-making at the edge, reducing reliance on cloud processing and latency delays — a vital advantage in time-sensitive applications like machine vision and robotics. - Improved System Reliability & Lower Maintenance
The fanless, solid-state design reduces failure points and maintenance overhead. With no moving parts and a robust thermal solution, these systems are ideal for 24/7 operation in dusty, vibration-prone, or remote locations where traditional cooling methods would struggle or fail. - Adaptability to Harsh Environments
Industrial deployment often means exposure to heat, cold, moisture, and unpredictable electrical conditions. Thanks to a rugged design and a wide operating temperature range (-20°C to 60°C), both models provide reliable computing in areas where consumer-grade PCs would be unusable or short-lived. - Scalable I/O and Future-Proof Connectivity
The dual GbE LAN ports allow for integration into redundant or segmented networks, while USB 3.2 Gen 1 ports provide fast data transfer for external cameras or peripherals. With M.2 Key B and Key E slots, the devices can be expanded with cellular (e.g., 5G), Wi-Fi, or additional NVMe storage — making them ideal for future-proof edge AI gateways. - Space-Saving Integration in Tight Spaces
The compact size (150 x 106 x 58 mm) makes both units suitable for installation inside kiosks, cabinets, or directly on production machinery. DIN-rail and wall-mount kits allow quick, secure mounting in a variety of environments, from conveyor systems to transport vehicles.
Suitable Applications and Industries
The AITAS-EN302 and AITAS-EN303 are highly versatile and designed for deployment across a wide range of industry sectors that benefit from edge AI, rugged reliability, and compact form factor:
- Smart Manufacturing
In Industry 4.0 environments, these systems can act as edge nodes that collect sensor data, process it locally, and trigger real-time machine actions — from robotic arm control to automated defect detection. Their onboard AI accelerators are ideal for executing vision-based inspection models or predictive maintenance algorithms. - Logistics & Warehousing
In smart logistics hubs or warehouses, the systems can be used for automated barcode recognition, inventory tracking via computer vision, and monitoring autonomous mobile robots (AMRs). With CAN bus support and Wi-Fi/5G expandability, they’re equally suited for integration into warehouse management systems or transport vehicles. - Energy and Utilities
For monitoring power distribution, solar inverters, or substation automation, the AITAS series offers reliable performance in temperature-sensitive, often remote outdoor environments. Its fanless cooling and wide voltage support (12V–24V DC input) enable deployment at wind turbines, power plants, or substations with minimal infrastructure requirements. - Transportation and Smart Infrastructure
With its compact footprint, the AITAS series can be installed in smart bus stops, public transit vehicles, or traffic cabinets for applications such as real-time video analytics, passenger counting, or predictive maintenance of transportation assets. - AIoT Edge Gateways
As intelligent edge computing devices, both units can act as central hubs for IoT sensors, cameras, and actuators. Their onboard GPU acceleration enables local AI inference — making them ideal for security surveillance, smart agriculture, and retail analytics.
Use Cases
Here are some practical, real-world examples where the AITAS-EN302 and AITAS-EN303 can provide immediate value:
- Remote Monitoring of Renewable Energy Assets
Solar farms and wind turbines often require real-time diagnostics and minimal latency. AITAS-EN302 can ingest data from multiple sensors via I/O or Modbus gateways and visualise performance metrics, while its wide temperature tolerance allows it to survive harsh environmental conditions.
- Machine Vision for Quality Control
Integrated into a production line, the AITAS-EN302 can drive high-resolution industrial cameras via USB 3.2 and process images locally using AI models trained for defect detection. With its powerful GPU and onboard memory, the system can evaluate hundreds of parts per minute, flagging issues in real time without the need for cloud connectivity. - Predictive Maintenance in Factory Equipment
Using vibration sensors, thermal cameras, or acoustic data, the AITAS-EN303 can learn normal operating parameters and identify anomalies that signal early-stage failure. Maintenance can then be scheduled before a critical breakdown occurs, saving costly downtime. - Autonomous Vehicles and AGVs
In indoor or outdoor environments, the CAN bus, HDMI output, and optional Wi-Fi/5G connectivity allow the AITAS series to act as the control unit for automated guided vehicles (AGVs). It can manage navigation, obstacle avoidance, and task execution using AI models on the Jetson module. - Smart Surveillance and Security
Whether in a city infrastructure setting or a private facility, these systems can drive multiple IP or USB cameras and perform AI-based video analytics — such as facial recognition, intrusion detection, or people counting — locally and securely at the edge.
Summary
The AITAS-EN302 and AITAS-EN303 from APLEX Technology Inc. are compelling additions to the industrial edge AI landscape. Leveraging NVIDIA’s Jetson Orin platforms, these rugged and compact systems are purpose-built for AI inference, real-time control, and high-speed data processing — all without sacrificing reliability in extreme environments.
With flexible I/O options, passive cooling, wide temperature support, and expandable connectivity, the AITAS-EN302 and EN303 offer industrial users a future-proof solution for deploying AI applications at the edge. Whether you’re enabling predictive maintenance on a factory floor, powering smart logistics, or enhancing energy efficiency in a remote wind farm, these systems are engineered to meet the demands of next-generation edge intelligence.