AAEON has expanded its edge AI portfolio with the launch of the BOXER-8651AI-PLUS, a compact, fanless embedded AI system powered by NVIDIA Jetson Orin NX. Designed for demanding intelligent edge deployments, the new system delivers powerful AI acceleration, flexible I/O, and industrial-grade reliability in a remarkably small footprint.

Available with either 8 GB or 16 GB Jetson Orin NX modules featuring Super Mode, the BOXER-8651AI-PLUS provides up to 157 TOPS of AI performance and full support for NVIDIA JetPack 6.2, making it suitable for advanced inference workloads at the edge.

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High AI Performance in a Compact, Fanless Design

Measuring just 125 × 90 × 56 mm, the BOXER-8651AI-PLUS packs significant compute power into a space-efficient enclosure. Its fanless thermal design enables silent operation and higher reliability, especially in environments where dust, vibration, or maintenance access are concerns.

Powered by NVIDIA’s Orin NX platform, the system is well suited for applications such as smart transportation, industrial automation, robotics, and intelligent video analytics.

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Flexible I/O for Industrial and Edge Deployments

Despite its compact size, the BOXER-8651AI-PLUS offers a well-balanced selection of front and rear I/O ports:

Front I/O includes:

• 4 × USB 3.2 Gen 2

• 1 × Gigabit Ethernet (RJ-45)

• 1 × HDMI for display output and easy access

Rear I/O includes:

• 1 × DB-9 port supporting RS-232 (Rx/Tx/CTS/RTS) and CANBus FD

• 1 × Digital I/O (DIO) port

This combination supports a wide range of sensors, cameras, industrial controllers, and field devices commonly used in edge AI deployments.

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Expansion and Wireless Connectivity Options

To accommodate modern edge requirements, AAEON equips the system with multiple expansion interfaces:

• M.2 3052 B-Key, supporting M.2 2242 B+M-Key SSDs for default storage or optional 5G module installation

• M.2 2230 E-Key slot for Wi-Fi module integration

• SIM card slot for cellular connectivity

These options make the BOXER-8651AI-PLUS adaptable for both wired and wireless edge deployments.

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Built-In Security and Edge Management

Security and scalability are key strengths of the BOXER-8651AI-PLUS. The system includes:

• Onboard TPM 2.0 for hardware-based security

• Out-of-band management support for remote monitoring and control

Select SKUs also ship with AAEON’s new software security platform, which incorporates the MAZU AI model protection environment. This framework is designed to isolate machine learning models and application data at the edge, helping protect proprietary AI algorithms from unauthorized access.

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Ruggedized for Harsh Environments

Designed for industrial use, the BOXER-8651AI-PLUS supports:

• Wide 12 V to 24 V DC power input

• Operating temperatures from –25°C to 55°C

• Enhanced resistance to vibration and shock

• Wall-mount support for flexible installation

These features make it suitable for deployment in outdoor, mobile, and industrial environments where conditions can be unpredictable.

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Built for Scalable Edge AI Applications

With its NVIDIA Jetson Orin NX acceleration, JetPack 6.2 software stack, secure deployment features, and rugged fanless design, the BOXER-8651AI-PLUS is well positioned to serve as either a standalone edge AI device or a scalable node within larger distributed edge ecosystems.

For system integrators and solution developers seeking compact size without compromising AI performance or reliability, AAEON’s latest BOXER system delivers a compelling foundation for next-generation edge AI solutions.

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