AI Supercomputer at the Edge on Military Applications


MILBOX-AGX is designed as an edge AI supercomputer for military and ruggedized applications. It can encode up to six 4K streams at 60FPS and decode up to 12 1080p streams at 60FPS with its powerful NVIDIA® Jetson™ AGX Orin™ processor. AGX Orin™ processor delivers 275 TOPS AI performance with its 2048 NVIDIA® Ampere CUDA® Cores, 64 Tensor Cores and 2 NVDLA engines.

MILBOX can reach the maximum performance on simultaneous video processing applications with help of NVIDIA® Deepstream SDK. The performance achieved with MILBOX is 720 FPS for Resnet-34 based people detection and 62 FPS for RESNET-32 based pose estimation algorithms.

These benchmarks show that MILBOX-AGX is your edge AI supercomputer for multiple stream video processing applications in military or ruggedized environmental needs.


MILBOX-AGX offers its users a robust and field-proven mechanical design. Together with its exquisite fanless design and wide operating temperature range, MILBOX-AGX can work long operation hours under heavy utilization of CPU and GPU. It is a perfect fit for military environments.

Mechanical mounting is well-thought in the creation process of the MILBOX-AGX. Its ideal size for rugged military systems enables MILBOX-AGX to be implemented in military land vehicles and it is satisfies all the environmental specifications stated in MIL-STD-810.

MILBOX-AGX has an approved thermal performance due to its robust mechanical design. Its exceptional thermal performance prevents MILBOX-AGX from reaching the thermal throttling point of the processors. In the long operation hours with the maximum utilization of CPU/GPU, the internal temperature does not surpass 63⁰C.

Mission Computer with Long Endurance
Rugged, Modern and Fast AI Military PC


MILBOX-AGX allows you to connect every system in the mission with its rich industrial connectivity options. Other than the standard high-speed interfaces such as USB 3.1 and Gigabit Ethernet, it has rich IO options as RS-232, RS-422 and CAN BUS. 

Since MILBOX-AGX is perfect for deep learning-based edge analytics and video processing applications, it can process 24-Full-HD video streams with the help of NVIDIA® Deepstream SDK. Also, deep learning-based algorithms enable processing signals, videos, or sensor information.

MILBOX-AGX is designed for military purposes, and it is mission ready with its extensive communication interfaces. Other than standard communication interfaces, it allows you to connect field bus communication networks using CAN BUS and RS232/RS485/RS422 multi-protocol serial ports, especially the vehicle information networks of military land vehicles.


MILBOX-AGX has a unique and robust hardware design together with its rich interfaces. Since the maximum throughput is crucial for field operations, we designed MILBOX-AGX to achieve maximum throughput for each available interface. 

MILBOX-AGX has four Gigabit Ethernet ports for connecting camera blocks around a military vehicle for situational awareness applications, a USB 3.2 port for software flashing and high speed cameras, four RS-422 ports, four RS-232 ports together with two CAN BUS ports for connecting seamlessly to vehicle information networks.

To maintain the best performance possible, we test each high-speed interfaces on our products. MILBOX includes an M.2 Key-M SSD slot for high speed NVMe SSDs with the throughput of over 7 GB/sec with 4x PCIe Gen 4 interface. Additionally, the USB 3.2 delivers top-notch performance which can achieve over 9 GB/sec under full utilization with high speed cameras or high speed USB drives.

Rich Connectivity Options with 4x RS-422, 4x RS232, 4x Gigabit Ethernet
Fanless & Waterproof IP67 Compatible Design with Circular Military Connectors


MILBOX-AGX has a wide range of voltage input. Since it has an 18-32 VDC power range, which is compatible with military standards and support weeks of operations regardless of any problems. MILBOX-AGX maintains stability under long working hours of maximum GPU and CPU.

As a company, reliability and durability is vital for us. Starting from the beginning of the creation process, we carefully select our board stack-up and components. Its low power operation (<60 Watts) capability and its power circuit reliability set apart MILBOX-AGX from others. 

MILBOX-AGX has IP67 compliant military circular connectors and military standards (MIL-STD-1275/704/MIL-STD-810/MIL-STD-461) which enables it to be used in a wide range of applications, from indoor to outdoor, dusty operations and under heavy rain without any issues.

Technical Specifications

Supported Modules

NVIDIA Jetson AGX Orin 32GB

NVIDIA Jetson AGX Orin 64GB


32 GB 256-bit LPDDR5x

64 GB 256-bit LPDDR5x

Graphics Interfaces1x HDMI

4x Gigabit Ethernet

1x USB 3.1

2x USB 2.0

1x USB 2.0 (Serial Console)

2x CAN Bus

4x RS232

4x RS422

Wireless CommunicationNone
Power Supply18-32 VDC (28 VDC Nominal)
Extension SocketsNone
Mass Storage

64 GB eMMC 5.1 Flash

1x M.2 Key-M SSD Slot

Ambient Conditions-25°C ... +70°C (-40°C for Industrial Module)
Form Factor / Dimensions210 mm x 296 mm x 92 mm, 4750 gr
Operating SystemsUbuntu Linux 20.04
StandardsMIL-STD-1275/704, MIL-STD-810, MIL-STD-461, IP67
JetPack SupportJetPack 5.x (5.0.2 / 5.1)