Inside Ukraine’s AI-Enabled Drone Campaign Targeting Russian Logistics Deep Behind The Lines
Over the past several weeks, news began emerging about Ukraine’s use of modified, AI-enhanced kamikaze drones to target Russian cargo trucks, fuel tankers, railroad cars and even vessels as far as 150 miles behind the front lines. Dubbed the mid-range strike campaign by Kyiv, this effort is having a devastating effect on Russian logistics, cutting off key highways to Crimea, helping to halt Moscow’s gains and pave the way for Ukrainian advances.
To learn more about this campaign, we reached out to one of the soldiers leading this effort from the unit that created it. In an exclusive interview, an Unmanned Systems Department Officer for the First Corps Azov of the National Guard of Ukraine offered us unique insights into how the program began, how it’s going, where it is headed and how AI is helping to identify and hit targets deep behind the lines. It’s a capability we described in great detail — about how it was rapidly gestating and would arrive on the battlefield around now. The officer spoke on condition of anonymity to discuss operational details.
Some of the questions and answers have been edited for clarity.
Q: Walk me through the genesis of the mid-range strike campaign.
A: I will first of all start with answering the question of why. So the reason why we are currently conducting this campaign is to hunt enemy logistics capabilities, and currently we have a lot of quite cheap assets that can strike enemy targets at quite a deep range. So the overall meaning, the overall sense of this campaign is to strike enemy concentrations of cargo in the places where this concentration is the highest and the protection of those enemy logistical assets is at the lowest level.
So, if we’re talking about enemy logistics very close to the front line, to the line of contact, we are mostly talking about a person with a backpack. Then, if we are moving deeper into the enemy controlled area, further from the front line, then we’re talking about cars. Then even deeper we’re talking about trucks. Even deeper we’re talking about long haulers with trailers, so a higher concentration of cargo. Even deeper into the enemy controlled area, we’re talking about the railroads, the trains that are carrying supplies. So the deeper we go from the line of contact, the higher is the concentration of enemy cargo.
The other part of answering this question is basically about how the enemy protects their logistical assets. So the deeper we go from the line of contact, not only is the distance larger, but also the areas that the enemy needs to protect. So just simple mathematical calculations show us that the distance of 50 kilometers deep from the line of contact is usually the most concentrated area the enemy has to defend against our strike assets. But if we go to the depths of 300 kilometers, then the areas that the enemy should protect are much larger, and it’s basically impossible to saturate that area with all the necessary protection assets that the enemy needs to strike down our drones.
The point I would like to make is that we conduct those strike operations at deeper ranges with basically the same assets that we use for the tactical depths, for example, at the depths of 50 kilometers. That means we do not increase the cost of our assets. We just introduced some technical modifications, and we can use the same assets to strike in the deep area.
How Ukraine Uses the US-made Hornet AI Strike Drone To Disrupt And Cut Russian Logistics Lines
Q: What drones are you using to carry out these attacks and how are you increasing the ranges?
A: Basically, we’re using fixed-wing kamikaze drones with some modifications in terms of communication systems. We’ve installed Starlink systems on those drones, and we have also introduced a number of modifications in terms of the engine of the drones – in terms of the overall propelling unit. And this allowed us to increase the range of the assets that we used previously for the range up to 50 kilometers, with some modifications for longer distances.
Q: What kinds of drones are you using?
A: Just the simple fixed-wing chemical drones, such as Hornet systems, such as the Darts systems, and also some other assets that, for now, we prefer not to mention.
Darts
Q: Can you provide additional details about the modifications you have made to these drones and what is their maximum range?
A: Well, I would say that these are quite technical things, and I wouldn’t want to disclose those, because I would want to avoid the situation where the enemy is going to do the same modifications.
Q: Are you reaching as far as 100 kilometers?
A: From what we can say now, we can cover distances of up to 250 kilometers, but as you might understand, with time we will cover longer and longer distances.
Q: Can you describe how these attacks work? Do you operate these as first-person view drones through a video feed? Do they have a terminal seeker?
A: The process is really simple. So, for example, we select a section of the road, or the road as a whole and we distribute that road or the sections among our units. And I would like to mention that this is an all Ukrainian operation. It’s not a task for just one single unit, and basically each unit has its own area of responsibility and its own section of the road.
And then we just send drones there in hunting mode, and I cannot disclose how this works from the standpoint of intelligence, but the overall principle is that the intelligence just gives us the priorities for the targets. For example, they say that you need to target this type of vehicle with these types of cargo.
And in terms of the targeting, I remember that you were also asking the question about how the targets are selected. For this we use both the AI tools and also the operator himself, so we’re using both methods for that.
Q: I want to get back to AI in a bit, but what area of operations do you cover?
A: Our area of interest and area of responsibility is related to all the roads that the enemy is using to bring in supplies to the area of operations of our corps, which is roughly in the area of the town of Dobropillia in eastern Ukraine, and for example, this may be the route from Rostov that goes to Mariupol and then goes to Donetsk, and this could be any other route that the enemy might use to bring military cargo to the area of operations of our corps.
Q: What were some of the more successful mid-range drone strike missions you carried out?
A: That’s basically an easy principle. When I said that we are hunting the enemy’s logistics, I mean that this is a daily process. This is a continuous process, and this is not about one standalone mission, when we fly somewhere, when we hit a target and the mission is over.
Q: How are these mid-range strikes on Russian logistics affecting their ability to fight?
A: This is causing shortages of fuel for the enemy. This was already commented on by our media, and also the media resources of the enemy, and now we understand that this is true, not only for Crimea, where there is a severe shortage of fuel now, but also this is true about the other Russian-controlled territories. And basically, when we are striking enemy logistical supplies of fuel, this affects the overall situation, because what is fuel? Fuel is basically the blood of war, which is necessary to fuel the generators that the enemy is using for the FPV operations. The fuel is used for the vehicles that basically bring in those FPVs to the combat zone.
I’d like to add an additional explanation of how this works. If we destroy a car that brings fuel to the line of contact, then we’re talking about destroying like two canisters, so that’s approximately 40 liters of fuel. But if we strike a fuel tank and a tank vehicle, which is bringing fuel to the overall area, so then we can talk about several tons of materials.
Q: Is this setting the stage for a Ukrainian advance in the east or Zaporizhia?
A: I would say that blocking the logistical supplies to the Zaporizhia Oblast and also to Crimea is a byproduct of our attacks aimed at cutting enemy logistics to our area of operations. Because we’re targeting the roads that go through Mariupol, also to Crimea, to supply the Zaporizhia region, and as well our area of operations. But as for the most strategic aspect of this question of whether this might influence some counter-offensive capabilities of the Ukrainian Defense Forces, I think that is not the question within my scope of responsibility, because I’m an officer responsible for the UAS component of the corps, and I think that this is more of a question that should be directed to the general staff of the Armed Forces of Ukraine.
Q: Tell me how you came to use the U.S.-made Hornet drones.
A: I would say that this is also a question that should be directed at one level up from my level. We get those drones, we deploy those drones, but the questions of how we get them and what are the specifics of their supply, this is not a question that I can answer.
Q: When did you start getting them?
A: We have been receiving these drones for almost a year.
Q: When you got the Hornet drones, were you given any instructions on what missions to accomplish with them or what targets to pursue?
A: I think that the principle thing to explain here is that the Hornet drone is a tactical level UAV system. It can be used at the maximum range of 50 kilometers – the maximum range of the basic configuration of this drone. The drones we are currently using are the modification of the Hornet drone, but the basic configuration of this drone is only a tactical-level UAV. This is why our mid-strike operations, which have started only recently, are using modified drones.
I think that it is important to add that these modifications are conducted by the units themselves.
Q: When did you begin to make the modifications and was the mid-range strike concept something that Azov developed?
A: Yeah, I would say that basically that was Azov development. So the first tests of these new modifications started in early winter. After approximately a month of testing, we started combat deployment of those drones approximately in January or February of this year. And we use those new modifications to ensure our middle strike operations. In terms of the tactics, I would also like to say that Azov developed new tactics of the deployment of middle strike drones, because the previous tactics they were mostly concentrated on the use of very expensive assets, which are available in limited numbers, so the targeting cycle was different, which is why we needed to develop new tactics and change this targeting cycle.
Q: What systems were you using before that were so expensive?
A: Well I’m not really talking about some specific assets here. I’m mostly talking about the overall tactics and the targeting cycle. So, the tactics of middle strikes were developed for expensive assets that the Corps didn’t have at the moment. So, this is basically why we started developing our own assets that could ensure that we have those middle strike capabilities, and we can also engage targets at the operational level.
Q: When you added Starlink, did you have to seek permission from SpaceX to use their system for these weapons?
A: The first thing that I would like to say is that we do not use only Starlink. It is just one of the possible communication systems and communication solutions that we’re using. And the second thing that I would like to add is that all the international issues, international cooperation questions, are the issues that should be dealt with at the level of our ministries and at the level of our central government, so once again, this is not a question that I can answer.
Q: Can you tell me what other communications systems you use?
A: No, this information is still secret, because none of those assets have been taken by the enemy, so the enemy doesn’t know yet that we’re using those. But I think that in some time we will be able to go public with those assets and tell more about what we use, apart from Starlink.
Q: Are you using Starlink and the other systems on the Darts drones as well, or just Hornet?
A: Yes, we are using Darts for those middle strike attacks. So, basically, the overall tactics of those mid-strike attacks with small UAV systems, it can use any fixed wing kamikaze drones with modifications which is why we are using Hornets, we are using Darts and also the other types of drones.
Q: Can you talk about the other types of drones?
A: Unfortunately, no. The enemy has not yet got hold of those assets, and if one of them will be shot down, or if one of them will be captured by the enemy, then I think that we will be able to go public with those assets.
Q: Can you talk more about how you are using AI for the Hornets and Darts?
A: The AI is used for the so-called last-mile system. I’m talking about the terminal guidance here, and also the AI can also be used to identify the targets, especially when the drone is flying in the autonomous mode. It can recognize the type of the target and it can automatically engage the target. So all of these processes can happen without the involvement of the operator. This allows us to launch several drones at the same time, and this also allows us to ensure a higher level of coordination for those attacks.
I think that one of the examples of these attacks was captured by one of our videos that you might have seen when one fixed-wing drone is observing the target and the other drone is actually hitting it.
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Q: Is there a man in the loop or a man on the loop during the terminal phase of the attack or is it fully autonomous?
A: Since we are trying to control the whole process, usually it is the person who takes the final decision and actually makes this decision to strike the target, because we do not want to over rely on the artificial intelligence. If necessary, this whole process can also happen without human involvement, but as I have already mentioned, our policy is that the decision should be made exclusively by the operator.
Q: So this is man in the loop?
A: Yes, so technically men can be out of this loop, but in our case we involve humans in this system, so that’s man in the loop.
Q: Have the Russians developed countermeasures for this effort?
A: Since the overall intent was to go to the massive deployment of those drones against the enemy logistics at once, as for now, the enemy has not yet had enough time to adapt to these tactics of ours. And now they’re desperately trying to find some countermeasures to find some ways to react to this.
They are putting on anti-drone nets deep into their controlled territory. They are placing people armed with shotguns every 50 meters of their critical roads, but basically, as for now, there is no Russian tactic that would be effective in protecting their logistics. I do not say that they will not come up with this tactic in a month or so, but as for now, they do not have an effective countermeasure for that.
The only thing that I would like to add is that we approximately know the direction in which the enemy is moving to ensure counter measures to this tactic of ours, and we already have countermeasures for their countermeasures.
Q: Is the AI enhancement helping to mitigate Russian jamming and electronic warfare measures?
A: Well, I would like to say that EW is not the only way to counter UAVs. So, in addition to EW assets, there are other counter drone methods. Nets can be used. Air observation posts can be used. The drones can be shot down with enemy interceptor drones, and also there are hundreds and hundreds of people armed with shotguns who can also try to shoot the drones down. So the EW systems are just a small part of this overall system of drone countermeasures, and it is a general misconception that all anti-drone efforts are from the EW system. I would say that EW accounts for approximately 10% of overall counter drone efforts.
The main idea of the use of the AI systems is not only to help operators to counter enemy drone countermeasures, but the AI also helps the operator with navigation, with orientation, with the identification of the targets. So this is a complex system that helps the operator with many tasks.
Q: What are the lessons that the U.S. can learn from your mid-range drone strike campaign, given the importance of logistics everywhere.
A: Well, I would say that the main lesson that the U.S. can learn from our experience is that drones in their basic configuration, right out of the box, is not something that can work, and this is not something that can bring you the best results at once. This is why every unit should have their own drone laboratory that can reconfigure those drones and modify them, and I’m not only talking about reconfiguring tactical level drones to turn them into middle strike capacities. I’m talking about all warfare in general.
Assets become obsolete very quickly and in three months everything can change, starting from the navigation systems and ending with the control systems. For example, today the GPS signal works, in a month it doesn’t work anymore. Today we use this set of frequency ranges, and in a month all those frequency ranges are jammed by the enemy. So I’m saying this for you to understand that for example, if the U.S. government purchases Hornet drones for their units, then the units are going to have good tactical level drones. But if you want to squeeze all of the possible benefits from those drones, then you will need to modify the structure of your units and include the departments, include the sections that will deal with the modification and reconfiguration of those drones to ensure the most efficient results that can be achieved.
From what I see now, the U.S. is mostly just giving the unit some assets, but they are not thinking about re-configuring or repurposing those drones.
Q: Is there anything I haven’t asked you that you would like to address?
A: I think that we have covered all the topics. The only thing that I would like to add is that I would like your audience to see that Ukraine introduces new innovations that can basically change the battlefield, and this is why trying to forecast the outcome of the war based on the number of tanks or aircraft or bombs that would be incorrect, so the victory will belong to the side capable of adapting faster and not to the side that has more resources.
Contact the author: howard@twz.com
