Marine Commandos Pursue Automated Armory with Computer Vision and Other Tech

Military personnel at Marine Forces Special Operations Command (MARSOC) are seeking to streamline their armory operations by leveraging cutting-edge technologies. The command has partnered with the SOFWERX innovation hub on an initiative aimed at automating its armories using computer vision, among other tools.

The goal is to develop a secure and efficient system that can track and manage thousands of serialized weapons, optics, lasers, night vision devices, communications equipment, and other controlled assets. Current processes rely heavily on manual inventories, handwritten forms, repetitive data entry, and multiple independent records, which are labor-intensive, prone to human error, and consume significant man-hours.

The MARSOC armory maintains a vast inventory of serialized items that transfer custody among operators, maintenance activities, and storage locations. To address this challenge, the command wants to collaborate with innovative companies to design an automated system that relies exclusively on optical recognition and computer vision.

A key aspect of this initiative is the development of a passive, image-based inventory system where weapons, gear, and serial numbers are automatically tracked, verified, and logged by taking digital photos or scanning optical images as items enter or exit the facility. This approach will eliminate slow paper-based workflows and human-error bottlenecks while ensuring absolute property accountability.

The use of RFID, active Bluetooth, or ‘radiating’ digital transmitters is prohibited to maintain operational security. The command wants a system that guarantees absolute property accountability without exposing its facilities to electronic detection.

MARSOC and SOFWERX are scheduled to host a collaboration event in Tampa, Florida, in September where solution providers will meet with military personnel to discuss their needs. Vendors who make it past a downselect later this year will be invited to an assessment event slated for December where their tech will be evaluated.

The evaluation process could potentially lead to other transaction agreements, FAR-based contracts or other deals with industry. The deadline for vendors to request to attend the collaboration event in September is August 16.