Army Deploys Robotic Wire-Harness Cells for Drones and Depot Repair
Robotic automation of drones wire harness manufacturing in new Army-Q5D-Molrix partnership. The agreement consists of three-year partnership agreement and the first 20-month contract for delivery of three advanced manufacturing cells in the military use in late summer 2026.

First manufacturing cell will be delivered in August 2026 for SkyFoundry small unmanned aircraft manufacturing effort. And then two additional cells will be delivered in September 2026 to Tobyhanna Army Depot in Pennsylvania, the part of U.S. Army Materiel Command. In Depot, the cells will be used to make and repair complex wire harnesses in the military electronic systems to allow the Army to decrease turnaround times for upgrades, overhauls, and depot maintenance.
That is especially important as wire harness is a crucial point where electrical integration, packaging, and maintainability intersect each other. For drones and other devices with complex electronics, harnesses are a physical interface between power, sensors, avionics, communications, and mission equipment. Also, they represent one of the hardest manufacturing technologies to scale up. Routing, securing and verification of bundles in three dimensional space is a labor-intensive task and even small change in layout can affect the assembly and repair process.
Q5D specializes in automation of creation and installation of wire harnesses directly onto three dimensional structure. This is especially important from mechanical design perspective rather than automation of cable cutting and crimping. That indicates on cell design where the automated system utilizes robotic motion and precision to solve the problem which hasn’t been automated yet. From practical perspective, it allows to reduce variations of wire harness creation and installation process while simplifying the most laborious step in assembling aircraft and drones.
That’s the right time for this technology because SkyFoundry. According to Army, the project is aimed at accelerating production of small unmanned aerial systems with goal of producing 10,000 drones per month and reaching around one million drones per year. On such volume of manufacturing, harness creation can’t remain manual bottleneck without affecting overall production rate. Automation of constrained and repetitive integration step is one of the clear ways to increase manufacturing capacity without redesigning the whole product architecture.
Depot maintenance will become even more valuable. Tobyhanna Depot already possesses capability of fabrication and repair of cables for communications and electronic systems with engineering support, testing, and certified manufacturing processes. Inclusion of robotic harness cells in this environment will not only increase manufacturing capacity but also increase the adaptability of repair process. Depot maintenance is to deal with mixed configurations, aging hardware and upgrade cycles which don’t fit into standard manufacturing processes. Robotic cell which is used to manufacture and repair equipment is the means for sustainability, not just manufacturing efficiency.
Molrix will be the prime contractor and Q5D’s U.S. partner for first-line technical and operational support. This detail is easy to overlook, but it is crucial for proper work of this kind of automation. Advanced manufacturing cells increase readiness only if installation, operator support, process integration and daily troubleshooting are done close to the end user. In defense manufacturing industry, deployment support is as important as robots themselves.
Industrial lesson is obvious. Discussion of defense manufacturing capacity usually focuses on airframe, propulsion, or electronics. But production capacity usually depends on lower profile integration tasks like harness fabrication and installation. Such tasks affect both manufacturing process and maintenance pipelines. With one system to be incorporated into drones manufacturing and two systems in Army depot, the Army considers wire harness automation not only as a factory upgrade but as manufacturing and sustainment issue.
This is the real importance of this agreement. It is not only about procurement of robots, but about friction points in the manufacturing system of the Army. Not only manufacturing of more small drones, but also keeping complex electronic hardware repairable in depot environment. For the U.S. defense manufacturing, systems approach will become more important than number of robots.
Jonathan Barrett – Editor for AMI’s future mobility and autonomous systems section. With two decades covering robotics, e-mobility, drone-vehicle convergence, and transport mechanical systems.
