The Parvus DuraCOR AGX-Xavier is a small form factor (SFF) commercial off-the-shelf (COTS) modular mission computer integrating the NVIDIA CUDA-core accelerated graphics processing, artificial intelligence (AI) / deep learning (DL) inference, and edge computing capabilities of the embedded Jetson AGX Xavier Industrial System on Module (SoM) in an ultra-rugged chassis optimized for military and aerospace vehicle and aircraft platforms. Featuring military-grade ruggedization in a fanless IP67 aluminum enclosure with MIL-grade circular connectors and a MIL-STD compliant power supply, the DuraCOR AGX-Xavier enables system integrators to harness the supercomputer-class capabilities of the AGX Xavier module (with multiple DL algorithm accelerator engines that deliver a combined 30 TOPS of performance) and deploy in size, weight, and power (SWaP)-constrained extended temperature, high shock/vibration, humidity, altitude, and noisy EMI environments.