AI@Edge Compact Fanless Embedded AI System with NVIDIA® Jetson Orin™ NX


  • NVIDIA® Jetson Orin™ NX
  • GbE PoE/PSE 802.3af/at x 4 + GbE LAN x 1
  • M.2 2230 E-Key x 1, M.2 2280 M-Key x 1, M.2 3042/3052 B-Key x 1
  • Operating Temperature: -15°C ~ 60°C

Introducing the BOXER-8653AI, a powerful addition to AAEON’s AI system range featuring the NVIDIA® Jetson Orin™ NX. Equipped with the perfect blend of environmentally robust hardware and elegant interfaces, the duo are this year’s standouts when it comes to bringing dynamic AI functionality to the edge, from standalone smart city solutions to integrated industrial deployment.

Boasting four PoE LAN ports, environmental resilience, and an expansive selection of interfaces, the BOXER-8653AI are as robust and reliable as they are technologically innovative.

BOXER-8653AI, Nvidia Jetson Orin NX

Four PoE LAN for Streamlined Data Acquisition

The BOXER-8653AI not only offers exceptional AI inferencing via the NVIDIA Ampere architecture GPU but also provides the means to obtain vast quantities of data through connected devices such as IP cameras via four PoE LAN ports. For smart city applications, this reduces overall installation costs while maintaining stable power to said devices. Without the need for separate electrical wiring, the BOXER-8653AI’s PoE ports make retrofitting the system easy while keeping ongoing operational costs low, particularly for solutions requiring sophisticated AI edge functions within existing infrastructure.

Compact, Robust, and Reliable Design

Measuring just 180mm x 136mm x 75mm, the BOXER-8653AI is compact and easily wall-mounted for discreet deployment in factories and parking lots. It is also environmentally resilient, with a wide -15°C ~ 60°C temperature tolerance and a 12V ~ 24V power input range. The system boasts NVMe support via its M.2 M-Key slot, making it friendly to edge AI operations by providing ample storage for inferencing models and software stacks. This combination makes the BOXER-8653AI an excellent candidate for both industrial and outdoor deployment, given its robust design.

Comprehensive Communication Capability

The BOXER-8653AI leverages the AI performance of the NVIDIA® Jetson Orin™ NX through a range of intricate interfaces. DB-9 and DB-15 ports provide RS-232/422/485, CANBus, and digital I/O, facilitating seamless communication with industrial machinery. Additionally, the system supports 5G and Wi-Fi expansion through M.2 B and E-Keys, enabling wireless connectivity to central servers. These attributes serve as the ideal channels to harness the inferencing power of the system’s module, providing exceptional utility for equipment inspection and machine control tasks.



AI Accelerator NVIDIA® Jetson Orin™ NX
CPU 6-core Arm® Cortex®-A78AE ARMv8.2 64-bit CPU
System Memory 8GB LPDDR5
Storage Device M.2 2280 M Key x 1
Display Interface HDMI 2.0 (Type-A) x 1

RJ-45 x 1 for GbE LAN
RJ-45 x 4 for GbE PoE/PSE 802.3af/at (Max.60W)


USB 3.2 Gen 2 (Type-A) x 4
DB-9 x 1 for RS-232 (Rx/Tx/CTS/RTS)/RS485 x 1 and CANBus FD x 1
DB-15 x 1 for RS-232(Rx/Tx)/422/485 x 1 and DIO x 8
Micro USB x 1 for OS Flash
Power Button x 1
Recovery Button x 1
Antenna Hole x 6


M.2 2280 M-Key x 1 (NVMe)
M.2 3042/3052 B-Key x 1
M.2 2230 E-Key x 1
SIM Slot x 1

Indicator Power LED x 1
OS Support

Linux (NVIDIA Jetpack™ 5.0 and up)

Power Supply

Power Requirement 12V ~ 24V DC in with 2-pin Terminal Block x 1


Mounting Wallmount
Dimensions (W x D x H)

7.09” x 5.35” x 2.95” (180mm x 136mm x 75mm)

Gross Weight 7.7 lb ( 3.5kg )
Net Weight 5.5 lb ( 2.5kg )


Operating Temperature

5°F ~ 140°F (-15°C ~ 60°C), according to IEC60068-2 with 0.5 m/s AirFlow

Storage Temperature -40°F ~ 185°F (-40°C ~ 85°C)
Storage Humidity 5% ~ 95% @ 40°C, non-condensing
Anti-Vibration 3.5Grm / 5~500Hz / Operation
Anti-Shock 50G peak acceleration
Certification CE/FCC class A
For packing list, detailed specifications and other product information, download the Datasheet or User Manual.