Why Russia Needs Drone Swarms On The Current Battlefield

The Ukrainian kill zones currently extend several kilometers ahead of their heavily fortified defensive positions. To attack these defensive positions, Russian forces must push their own drone operators forward into the kill zones so they can disrupt Ukrainian drone operations and conduct precision strikes against the defensive positions. Given the depth of the Ukrainian defenses, this would require a large number of drones working in concert with each other to clear the path for an assault. However, each attacking drone currently requires its own operator, and those operators must be positioned in close proximity to coordinate their efforts. This concentration introduces a key vulnerability. While individual operators may evade detection, larger groups are easier to spot due to their greater physical footprint and larger electromagnetic signature.

A second issue arises with an increasing shortage of Russian drone operators, as they sustain increasing losses in Ukrainian kill zones. Drone operators require extensive training to perform precision strikes effectively, with even basic roles typically taking several weeks and more advanced FPV operations requiring longer to reach combat proficiency. This creates a bottleneck where drone availability matters less than operator survivability, and as Russia pushes more operators forward, it risks losing them faster than it can replace them.

GoDrone’s Telegram post argues that drone swarms offer a way around these constraints by reducing the number of operators required to generate mass effects. It suggests that Russia already has much of the necessary technology available and primarily needs to implement it on the battlefield. If one operator can control multiple drones, with those drones coordinating autonomously, the same density of attacks can be achieved with a much smaller operator footprint. This reduces both physical and electromagnetic signatures, making detection more difficult. It also reflects that currently drones can be produced and deployed faster than trained operators. In effect, swarming shifts the limiting factor from operators to drones, allowing forces to scale attacks without proportionally increasing risk to personnel.

Russian Drone Swarms Technology and Capabilities

There is no single definition of drone swarms, as some equate it to groups of drones flying together along preprogrammed routes. In the current context, swarming refers to multiple drones working together to perform a dynamic mission. An operator provides high-level guidance, such as what to attack, while the drones share data, adjust to threats, and coordinate their actions to maximize effectiveness. True swarming requires a high degree of autonomy, particularly in contested environments where communication channels are degraded. This is where most current systems, including Russia’s, still fall short.

Russia has demonstrated the ability to conduct large-scale coordinated drone attacks without requiring large numbers of operators. In particular, its strike packages against Ukrainian military and civilian infrastructure typically use hundreds of Geran drones with minimal operator involvement. However, these drones typically follow pre-set routes to fixed targets rather than dynamically adjusting in flight. Individual drones do not meaningfully coordinate with each other in real time. This distinction separates massed drone use from true swarming.

There are clear signs that Russia is investing in the components needed for swarming. This includes efforts to integrate artificial intelligence into targeting and navigation, as well as experiments with networked drone operations. Some variants of their different drone platforms reportedly include computer vision tools and other systems that allow limited autonomous course correction to avoid Ukrainian air defenses. Russian forces have also explored concepts such as carrier drones that deploy smaller systems closer to target areas.

Regardless, current assessments indicate that Russia has not yet achieved fully autonomous swarm operations that will function effectively on a dynamic battlefield. Most existing systems remain dependent on stable communications and limited autonomy, which constrains their performance under contested conditions. Given the rapid pace of drone development, along with Russia’s military and commercial investment in this area, it is likely that some of these limitations will be reduced over time.

Challenges Facing Russian Drone Swarms in Ukraine

The largest challenge for drone swarms is the widespread use of electronic warfare, which disrupts communication links and interferes with navigation. Swarming depends on reliable coordination between the operator and drones and among the drones themselves. When these links are degraded, the effectiveness of the swarm quickly breaks down. Over the course of the conflict, Russia has adapted its systems to counter Ukrainian electronic warfare, but these adaptations have proven short-lived as Ukraine rapidly adjusts its own capabilities in response. This dynamic has produced a continuous cycle of adaptation between drone capabilities and defenses. Similarly, even if Russia successfully implements swarm tactics, any advantage is likely to be temporary, as Ukraine will respond with new defensive methods and technologies.

There is also the question of whether the use of swarms would translate into operational gains. Ukrainian defenses are layered, combining drones, minefields, anti-vehicle obstacles, and entrenched positions. A swarm may be able to disrupt one layer, but coordinating effects across all layers remains difficult. Synchronizing drone attacks with ground maneuver, artillery, and logistics adds further complexity, especially when communication signals are being jammed. This makes large-scale breakthroughs unlikely even with improved drone capabilities.

The Russia-Ukraine war remains fundamentally attritional, with Ukraine focusing on imposing continuous costs on Russian forces while minimizing its own losses. This approach has manifested in a multi-layered defensive system that has slowed Russian advances and contributed to the current stalemate. Drone swarms could provide Russia with a marginal improvement in offensive capability needed to improve its position. However, those gains would likely be short-lived, costly, and insufficient to decisively change the trajectory of the war.