A Drone by Any Other Name...

1 day ago

18 min read

When everything from a disposable FPV to an autonomous warship can be called a drone, the problem is no longer merely one of terminology. With billions of dollars now following the drone revolution, it is becoming a problem of procurement and accounting as well.

A recent commentary by Ilya Ponomarev argued that Ukraine can already build more than ten million FPV drones annually and suggested that the United States has much to learn from Ukraine’s experience with inexpensive unmanned warfare. There are arguments in that proposition worth debating, but I do not intend to spend this article dismantling them one by one. We have already examined some of the military assumptions surrounding the drone revolution in After the Gold Rush: If Drone War Dominance Fails, particularly the danger of taking lessons learned under the unusual conditions of the Russo-Ukrainian War and transforming them into universal rules of future warfare.

Ponomarev’s commentary does, however, raise another question that has been bothering me for some time: What exactly is a drone?

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The question sounds almost ridiculous until governments begin spending billions of dollars buying them. A first-person-view quadcopter carrying an explosive charge is a drone. A reconnaissance aircraft costing tens of thousands of dollars is a drone. A long-range one-way attack aircraft that increasingly resembles a small cruise missile is a drone. An autonomous interceptor is a drone. An experimental artificial-intelligence-enabled aircraft undergoing battlefield testing can be called a drone. An unmanned speedboat packed with explosives becomes a maritime drone, while an unmanned underwater vehicle becomes an underwater drone.

We recently encountered perhaps the most entertaining example while examining Marauder, Saronic’s new 180-foot autonomous ship selected by the U.S. Navy under its Medium Unmanned Surface Vessel program.[1] In the rapidly expanding vocabulary of unmanned warfare, even a vessel of this scale can find itself swept into the broader drone discussion.

One might almost call this the grave misgendering of Marauder.

Marauder is an autonomous ship capable of carrying substantial sensors, communications equipment, computing capacity and mission payloads while operating as part of a distributed naval network. Putting it into the same conceptual category as a disposable FPV quadcopter tells us very little about either machine. It would be rather like describing a Zodiac and an Aegis destroyer as “boats” and then proudly announcing that the Navy had acquired two new boats. The description might be technically defensible, but it would be operationally useless.

Something remarkably similar is now happening throughout the drone business.

When “Drone” Becomes a Marketing Term

Drone no longer functions merely as a technical description. It has become a marketing category, an investment theme and, increasingly, a political shorthand for technological modernization. Investors understand drones. Legislators understand drones. Procurement officials are being told that Ukraine and the Middle East demonstrate the urgent requirement for drones. Defense conferences have drone panels, companies establish drone divisions, governments announce million-drone initiatives and manufacturers advertise systems as combat-proven, AI-enabled, autonomous or Ukraine-tested.

There is consequently considerable commercial value in fitting a product underneath the drone umbrella, and that umbrella has become enormous. An FPV, reconnaissance aircraft, long-range one-way attack weapon, autonomous interceptor, unmanned surface vessel and sophisticated experimental autonomous aircraft may all legitimately be described as drones while having almost nothing else in common.

The situation becomes more complicated when commercially attractive adjectives are attached. AI-enabled, autonomous, swarm-capable, combat-proven and Ukraine-tested may each describe something real, but none should substitute for an engineering specification or an operational history. Collectively they can create what might be called a drone premium: additional political, investment and procurement attractiveness obtained simply by associating a system with what is currently perceived as the next revolution in warfare.

Manufacturers naturally have an incentive to emphasize that connection. Startups have an incentive to emphasize autonomy. Investors have an incentive to emphasize enormous future markets. Military organizations want to demonstrate that they are learning the lessons of Ukraine, while governments have an incentive to announce impressive procurement and production numbers. Ukraine, fighting an existential war while simultaneously developing a defense-export industry, has entirely understandable reasons to emphasize the extraordinary industrial capacity it has created.

None of this requires dishonesty. Markets do not require fraud to produce hype; they merely require incentives. The danger arises when terminology becomes sufficiently elastic that several perfectly truthful statements can nevertheless leave policymakers and the public with an inaccurate impression of what has actually been built, purchased or demonstrated.

One Drone Is Not Necessarily Another Drone

Consider two hypothetical procurement entries. The first is an inexpensive FPV assembled largely from commercially available components, carrying a small explosive payload and expected to survive one mission. The second is an advanced autonomous aircraft containing sophisticated sensors, machine vision, electronic-warfare resistance and software capable of performing substantial portions of its mission without continuous human control.

If the reporting category is simply “UAV,” each increments the national drone total by one.

Mathematically, that is perfectly correct. Militarily, it tells us almost nothing.

Add a long-range one-way attack aircraft, a reconnaissance platform and an autonomous interceptor and we now possess five “drones,” even though the five systems may perform entirely different missions, cost orders of magnitude different amounts and embody completely different levels of technology. Extend the same terminology to unmanned ships such as Marauder and the absurdity becomes apparent. Counting drones as though they represented interchangeable units of military capability makes approximately as much sense as assessing the U.S. Navy by counting watercraft.

This becomes particularly important when enormous Ukrainian production numbers enter the discussion.

Capacity Is Not Production

Perhaps no word in the Ukrainian drone story requires more careful handling than capacity, because capacity sounds remarkably like production while describing something quite different.

Ukraine’s own published figures illustrate the distinction remarkably well. In December 2024, the Ukrainian Ministry of Defence reported that domestic companies had produced and assembled more than 1.5 million FPV drones during 2024.[2] That is a reasonably straightforward production statement.

Three months later, the numbers became much larger. In March 2025, the Ministry of Defence announced that the Ukrainian defense industry possessed production capacity for approximately 4.5 million FPVs during 2025 and that the ministry intended to procure all of that capacity, allocating more than UAH 110 billion for drone procurement.[3]

The distinction is important. Ukraine was not announcing that it had manufactured 4.5 million FPVs. It was announcing an industrial capacity to manufacture approximately that number and an intention to purchase that output.

By the end of 2025, Defence Minister Denys Shmyhal reported that Ukrainian forces would receive approximately three million FPVs during the year, including roughly 2.4 million supplied through the Defence Procurement Agency and another 200,000 through the DOT-Chain Defence system.[4] Three million FPVs represented an extraordinary increase from the previous year, but it was still substantially different from the previously announced 4.5 million of industrial capacity.

Then the capacity number increased again. In January 2026, Ukraine’s National Security and Defense Council announced that the country’s defense industry possessed annual production capacity exceeding eight million FPVs, distributed among more than 160 companies.[5] That number is frequently useful in discussions about the astonishing growth of Ukraine’s drone industry, but the operative word remains capacity. It does not mean eight million manufactured, eight million accepted by the military, eight million delivered to units or eight million employed in combat.

By July, an outside estimate supplied another useful reference point. The head of the Pentagon’s Drone Dominance program told Reuters that Ukraine was on track actually to produce approximately six to seven million small FPV attack drones during 2026, or roughly half a million per month.[6]

That would be astonishing wartime industrial output. It would also remain below Ukraine’s stated eight-million-plus industrial capacity and below claims that the country can already build more than ten million FPVs annually.

Perhaps Ukraine eventually can manufacture ten million. There is nothing inherently implausible about an industry expanding rapidly enough to reach that level. But that is not the important issue. The important issue is that three million, six million, eight million and ten million can all appear in discussions of Ukrainian FPV drones while describing entirely different things.

Placed beside one another, the chronology makes the distinction much clearer. Ukraine reported more than 1.5 million FPVs produced or assembled in 2024. For 2025 it announced approximately 4.5 million of production capacity and an intention to procure roughly that amount, while the subsequently reported delivery figure was approximately three million. For 2026 the announced capacity exceeded eight million, while the Pentagon estimate of likely actual production was approximately six to seven million.[2][3][4][5][6]

These figures do not necessarily contradict one another. They measure different stages of an industrial and procurement process. That is precisely why the terminology matters.

An automobile factory capable of producing one million cars annually does not possess one million completed automobiles. Likewise, a defense industry possessing annual capacity for eight million FPVs does not necessarily place eight million weapons into Ukrainian combat formations. Between those two numbers lies an entire chain of events: industrial capacity must become a contract, a contract must become a manufactured system, the system must pass whatever acceptance process applies, it must be delivered, issued to an operational organization and finally employed.

The proper sequence is therefore:

Capacity → Contracted → Manufactured → Accepted → Delivered → Issued → Operationally Employed

Every transition matters, and every transition can change the number.

Ukraine Has Already Shown Us a Better Way to Count

Interestingly, Ukraine itself has demonstrated how much more useful drone statistics become when they are properly classified. In reporting on one six-month period, the Ministry of Defence stated that more than 2.2 million drones of various types had been delivered to the military. Had the announcement ended there, we would once again have possessed an impressive but analytically limited number.

Instead, the ministry broke the figure down. Nearly 1.8 million were FPVs, another 352,000 were fiber-optic-controlled drones, approximately 23,000 were deep-strike systems, and more than 53,000 were reconnaissance drones.[7]

That immediately tells us far more than the headline number.

A deep-strike aircraft capable of attacking targets hundreds or even thousands of kilometers away is not the same military asset as an inexpensive FPV. A reconnaissance UAV is not the same asset as either, while a fiber-optic FPV designed to continue functioning in a dense electronic-warfare environment possesses different capabilities and probably a different cost structure from a conventional radio-controlled FPV.

The aggregate figure tells us scale. The classification begins telling us capability.

That distinction should become the rule rather than the exception.

Stop Counting Drones. Start Counting Capabilities.

A useful Western accounting system does not have to create a bureaucratic taxonomy containing hundreds of categories, but it should at least distinguish systems according to what they actually do. Inexpensive expendable FPVs should be separated from enhanced tactical systems employing fiber optics, improved sensors, machine vision or autonomous terminal guidance. Reconnaissance UAVs belong in another category. Long-range one-way attack aircraft deserve separate treatment because their operational function increasingly resembles that of inexpensive cruise missiles. Autonomous interceptors belong somewhere else, as do large ISR aircraft, unmanned surface and subsurface vessels and experimental contractor-operated systems.

This is not semantic hair-splitting. It answers the most elementary question in defense procurement:

What military capability did we purchase?

The long-range one-way attack category demonstrates how badly the terminology can become blurred. The German V-1 was pilotless, carried an explosive warhead, followed a predetermined course toward its target and destroyed itself when it arrived. Today we would probably describe something possessing those characteristics as a one-way attack drone. Modern systems obviously possess enormously improved navigation, communications, maneuverability and, in some cases, autonomous functions, but somewhere along this technological continuum the term drone has expanded to encompass everything from an inexpensive remotely piloted quadcopter to a weapon functionally approaching a cruise missile.

A remotely controlled FPV and a sophisticated long-range attack aircraft can therefore each add one unit to a national drone-production statistic. They should never add one unit to the same accounting category.

Solo, Salvo or Swarm?

The vocabulary becomes even more problematic when drone is combined with another fashionable term: swarm.

Here again, the distinction should be based on capability rather than quantity. A solo system is simply one unmanned platform conducting its mission independently or under operator control. It may possess sophisticated autonomous functions, but coordination with other unmanned systems is not necessary. A salvo consists of multiple unmanned systems launched against a target or area during a coordinated period. They may be individually controlled, independently programmed, routed from different directions or timed to saturate defenses. A salvo can contain hundreds or even thousands of aircraft without becoming a swarm.

A swarm, by contrast, should involve meaningful machine-to-machine coordination during the mission. The systems exchange information, react to changing conditions and perform some degree of collective behavior—perhaps distributed sensing, dynamic routing, target reassignment, adaptation to losses or collaborative attack—without requiring human operators individually to direct every platform.

Quantity does not create autonomy. Launching 500 drones demonstrates mass. Programming them to arrive at approximately the same time demonstrates coordination. Sending them along different routes to overwhelm a defensive system demonstrates sophisticated attack planning. None of those things, by themselves, demonstrates swarming.

This distinction is particularly interesting because senior Ukrainian military personnel have made essentially the same point. Colonel Ivan Pavlenko, chief of the Ukrainian Armed Forces’ General Directorate of Electronic and Cyber Warfare, distinguished mass UAV attacks from genuine swarming when speaking with Janes. He described a swarm as involving AI or software capable of coordinating multiple aircraft without individual operator involvement and then offered an unusually important qualification:

“Swarming software exists, but it is not combat proven yet.”[8]

That sentence deserves far more attention than it has received.

Ukraine and Russia have demonstrated mass drone warfare on an extraordinary scale. They have demonstrated complex combination attacks and rapid innovation in navigation, targeting, electronic warfare and production. None of that necessarily means that either side has demonstrated mature autonomous swarm warfare involving hundreds or thousands of machines collectively deciding how to conduct an engagement.

There is a considerable technological difference between a swarm and a salvo, and there is also considerable commercial value in blurring that distinction. “AI-enabled autonomous drone swarm” sounds substantially more advanced than “coordinated attack involving numerous inexpensive unmanned aircraft.”

A government considering the purchase of a claimed swarm capability should therefore ask a remarkably simple question: What do these machines do collectively that they could not do individually?

If there is no meaningful answer, the customer may not be looking at a swarm. He may simply be looking at a salvo with a better marketing department.

The Gray Area Between Factory and Battlefield

Ukraine also occupies an unusual place within the international defense industry because it is simultaneously a combatant, customer, manufacturer, development laboratory, testing ground and demonstration market. Western companies understandably want access to Ukrainian battlefield experience. Ukrainian companies want Western capital, components and markets. Joint ventures are proliferating, while foreign technologies and components are being tested under actual combat conditions.

That creates another terminology problem surrounding the increasingly valuable phrase “combat-proven in Ukraine.”

What exactly has been proven?

Perhaps thousands of complete systems conducted operational missions. Perhaps fifty prototypes underwent iterative testing. Perhaps a company’s software operated aboard another manufacturer’s aircraft, or an American sensor was installed on a Ukrainian airframe. Perhaps Ukrainian operators tested the equipment while foreign engineers assisted with development. Perhaps an earlier version of the system accumulated the combat experience while the substantially revised version now being offered to Western governments inherited the “combat-proven” label.

Every one of those situations could legitimately involve Ukrainian battlefield experience. They do not mean the same thing.

The distinction matters because combat experience has become commercially valuable. Western governments should consequently treat combat-proven as a measurable procurement claim rather than an advertising adjective. What capability was actually tested? How many systems were involved? How many missions were conducted? Against what threat environment? Did the advertised autonomous function actually operate autonomously?

Those questions do not diminish Ukrainian innovation. They distinguish battlefield evidence from marketing.

Then Comes the Money

This is where the terminology problem becomes a financial problem.

The drone revolution is no longer merely a battlefield development. It has become an international defense business, an investment theme, an industrial-policy objective and a procurement priority. Nobody wants to be the defense minister who failed to buy drones after Ukraine supposedly demonstrated the future of warfare. Military services do not want to appear technologically behind, investors do not want to miss the company that becomes the next major defense contractor, and companies selling into this environment have little incentive to make their products sound less revolutionary.

The result has many of the characteristics of a technological feeding frenzy.

Ukraine’s National Security and Defense Council estimates the country’s overall defense-industrial production capacity in 2026 at approximately $55 billion, after the sector reportedly received about $6.7 billion in international support during 2025.[9] Meanwhile, Western governments are committing substantial additional resources. On June 30, 2026, the European Commission announced a €3.9 billion disbursement as the first payment from roughly €6 billion dedicated specifically to drone procurement, part of a much larger €90 billion Ukraine Support Loan for 2026–27, including €60 billion for defense support.[10]

At those levels of expenditure, terminology becomes accountancy, and accountancy becomes public policy.

Ukraine’s Investigators Have Already Demonstrated the Risk

Concern about opaque procurement does not require speculation about corruption because Ukraine’s own anti-corruption institutions have already uncovered alleged drone-procurement schemes.

In one investigation, the National Anti-Corruption Bureau of Ukraine and Specialized Anti-Corruption Prosecutor’s Office alleged that members of an organized group received bribes amounting to as much as 30 percent of contract value in connection with FPV procurement. Investigators alleged that a National Guard unit purchased FPVs worth nearly UAH 10 million while overpaying by more than UAH 3 million.[11]

In another investigation involving DJI Mavic 3 and Autel Evo Max 4T drones, NABU reported allegations of procurement manipulation and inflated pricing producing state losses that eventually reached UAH 254 million.[12]

These are allegations and should be treated as such unless and until they are established judicially. Nor do these cases demonstrate that Ukraine’s drone industry as a whole is corrupt. They demonstrate something considerably less sensational and much more useful: drone procurement is vulnerable to the same price manipulation, preferred-supplier arrangements, kickbacks and accounting abuses that can afflict any large government procurement program.

That is precisely why classification matters.

Imagine an auditor encountering an invoice for “10,000 combat drones.” Is $10 million reasonable? Perhaps. Is $50 million reasonable? Perhaps. Is $100 million reasonable? Depending upon what those systems actually are, perhaps.

The category itself tells us almost nothing.

Change the accounting entry to “10,000 radio-controlled expendable 10-inch FPVs meeting Specification X, with defined payload, communications system and acceptance standard,” and meaningful price comparison becomes possible. The same principle applies at the sophisticated end. An $800 remotely controlled FPV should not occupy the same procurement category as an $8,000 EW-resistant, machine-vision-assisted system merely because both are quadcopters.

Classification makes comparison possible. Comparison makes auditing possible. Auditing makes manipulation more difficult.

The battlefield needs flexibility. The ledger needs specificity.

Follow the Unit Cost

Western governments should therefore be able to calculate something remarkably mundane: the amount of money spent divided by the number of systems actually accepted. That number becomes meaningful only after systems have been divided into appropriate capability classes, but once that has been done auditors can compare suppliers, identify unusual price deviations, examine rejection rates and determine whether a supposedly advanced system commands a premium because it actually possesses additional capability or because fashionable adjectives have been attached to it.

They should also insist upon keeping the various stages of procurement separate. A drone that has been ordered is not a drone that has been manufactured. A manufactured drone is not necessarily an accepted military system. An accepted system has not necessarily been delivered to an operational formation, and a delivered system has not necessarily demonstrated combat effectiveness.

These distinctions are ordinary defense procurement. The fact that Ukraine is fighting a war does not make them less important. The speed, improvisation and enormous expenditure of wartime procurement make them more important.

Capacity Is Also a Financial Statement

There is another reason Western policymakers should pay close attention whenever they hear the word capacity.

Industrial capacity is economically valuable even when it is not being fully utilized. Ukraine has built an enormous wartime defense-industrial base, and its government estimates overall production capacity at approximately $55 billion for 2026.[9] But production lines require orders, factories require financing, workers require salaries and components require purchasing. An industry capable of producing far more than the Ukrainian government can finance domestically therefore has perfectly rational reasons to advertise that unused capacity to foreign governments and investors.

A statement that Ukraine possesses capacity for eight million FPVs can consequently be both entirely true and, implicitly, an argument: fund us and we can build eight million.

There is nothing inherently improper about that. It is wartime industrial policy and, potentially, a sensible way for Western governments to obtain equipment while supporting Ukrainian production.

The mistake occurs when the listener unconsciously converts we can manufacture eight million into we manufacture eight million.

Those are different statements, and when billions of dollars are searching for production capacity, the distinction becomes financially consequential.

The West Has Skin in the Game

This is ultimately why Washington, London, Brussels and the other governments financing Ukrainian defense production should care. It is increasingly their money in the game.

Supporting Ukraine and demanding procurement accountability are not contradictory positions. Western governments do not need the coordinates of Ukrainian factories, operating frequencies, source code, deployment locations or any other information that would assist Russia in defeating Ukrainian weapons. Military secrecy and financial accountability can coexist.

A classified ledger can still record the system class, manufacturer, model and configuration, quantity contracted, quantity manufactured, quantity accepted, quantity delivered, unit acquisition cost, country of final assembly, major component provenance and operational acceptance status. Where security permits, reliability and effectiveness data can subsequently be added.

Such a system would protect legitimate military secrets while allowing the governments financing production to answer the most basic question taxpayers can reasonably ask:

What did we buy?

Do Not Procure Terminology

The larger lesson extends well beyond Ukraine because Western militaries are now entering their own drone gold rush. Companies will arrive offering autonomous drones, AI drones, maritime drones, collaborative drones, drone swarms and combat-proven Ukrainian technology. Some will possess genuinely revolutionary capabilities. Others will offer useful incremental improvements. Still others will discover that putting AI, autonomous, swarm, combat-proven and Ukraineinto the same presentation considerably improves investor and customer interest.

The buyer’s job is to determine which is which.

A procurement officer should therefore never purchase an “AI-enabled combat-proven autonomous swarm drone.” He should purchase a system with defined range, payload, sensors, navigation, communications, autonomy, survivability and demonstrated performance.

Remove the adjectives and measure the capability.

Do not procure terminology. Procure capability.

After the Gold Rush

In After the Gold Rush, we questioned whether the unusual conditions of the Russo-Ukrainian battlefield have caused governments and defense companies to extrapolate too much from one war. This article asks the accompanying financial question: What exactly are we counting?

Ukraine has unquestionably demonstrated the enormous military utility of inexpensive unmanned systems, while its defense industry has shown extraordinary adaptability and an impressive ability to modify technology under combat conditions. Western militaries would be foolish not to study that experience closely.

Studying Ukraine, however, is not the same thing as buying the mythology that has begun to accumulate around the Ukrainian drone revolution.

There is now a great deal of money to be made in drones. Ukrainian manufacturers want contracts, Western manufacturers want Ukrainian battlefield credentials, investors want exposure to the next revolutionary defense technology, military organizations do not want to appear technologically behind and politicians understandably prefer impressive procurement and production numbers. Every participant therefore has some incentive to emphasize success.

The most interesting danger is not necessarily that somebody has invented millions of nonexistent drones. It is considerably more mundane.

Everybody can be telling the truth while describing completely different things.

One person is discussing production capacity while another is discussing actual production. Another means contracts, another completed airframes and another accepted weapons. Someone else means delivered FPVs, while another includes deep-strike aircraft, reconnaissance systems and experimental platforms in the same aggregate figure. A manufacturer speaks of autonomy when the customer imagines artificial intelligence. A journalist writes swarm when the military event was actually a very large coordinated salvo. A contractor advertises combat experience when only part of the system or an earlier configuration accumulated that experience.

Eventually all of these claims migrate through government announcements, defense-industry presentations, investment pitches, news stories and social media beneath one wonderfully convenient heading:

drones.

That is not sufficient accounting for an industry attracting billions of dollars of wartime expenditure.

Before the West spends billions attempting to reproduce the Ukrainian drone revolution, it should ask a remarkably simple question: What, exactly, are we buying?

Because a drone by any other name may still fly, but it does not necessarily cost the same, perform the same mission, possess the same technology—or belong on the same invoice.

The fog surrounding drone warfare has moved off the battlefield.

It has entered the books.

Endnotes

1. USNI News, “HII, Saronic Included in First MUSV Navy Prototype Tests,” May 29, 2026; Naval News, “Saronic Awarded Production Contract for Marauder Under U.S. Navy’s MUSV Marketplace,” September 30, 2026. The latter describes Marauder as a 180-foot autonomous ship selected under the Navy’s Medium Unmanned Surface Vessel Marketplace.

2. Ministry of Defence of Ukraine, “Rustem Umerov: Ukrainian-made drones constituted 96.2% of all UAVs supplied to the Defence Forces in 2024.” The ministry reported more than 1.5 million FPV drones produced and assembled during 2024.

3. Ministry of Defence of Ukraine, “Glib Kanievskyi: In 2025, the Ministry of Defence plans to procure 4.5 million FPV drones,” March 10, 2025. The ministry described Ukrainian industrial capacity at approximately 4.5 million FPVs and announced plans to procure that amount, with more than UAH 110 billion allocated to drone procurement.

4. Ministry of Defence of Ukraine, December 24, 2025. Defence Minister Denys Shmyhal reported that Ukrainian forces would receive approximately three million FPVs during 2025, including 2.4 million through the Defence Procurement Agency and another 200,000 through DOT-Chain Defence.

5. National Security and Defense Council of Ukraine, “Results of Ukraine’s Defense Industry in 2025: FPV Drones,” January 2026. The NSDC reported annual production capacity exceeding eight million FPVs among more than 160 companies.

6. Reuters, “Pentagon says US industry still years from matching Ukraine’s wartime drone output,” July 27, 2026. Travis Metz of the Pentagon’s Drone Dominance Program estimated Ukrainian 2026 production at approximately six to seven million small FPV attack drones.

7. Ministry of Defence of Ukraine, report to parliament on Denys Shmyhal’s tenure as Minister of Defence. The ministry reported more than 2.2 million drones delivered over six months, including nearly 1.8 million FPVs, 352,000 fiber-optic systems, approximately 23,000 deep-strike drones and more than 53,000 reconnaissance drones.

8. Janes, “Still significant limits on UAV swarms says Ukraine’s EW and cyber warfare chief.” Colonel Ivan Pavlenko distinguished mass attacks from AI/software-enabled swarming and stated that swarming software was not yet combat proven.

9. National Security and Defense Council of Ukraine, “Ukrainian Defense Industry: Scale, Effectiveness, Results.” The NSDC estimates projected Ukrainian defense-industrial capacity at approximately $55 billion for 2026 and reports $6.7 billion in international support during 2025.

10. European Commission, “Commission disburses €3.9 billion for drones under the €90 billion Ukraine Support Loan,” June 30, 2026. The Commission described the payment as the first portion of approximately €6 billion dedicated to drone procurement within the broader Ukraine Support Loan.

11. National Anti-Corruption Bureau of Ukraine, “Corruption in procurement of UAVs and electronic warfare systems: investigation completed,” April 2026. NABU and SAPO alleged bribes amounting to as much as 30 percent of FPV contract value and an overpayment exceeding UAH 3 million on one procurement. These remain allegations subject to judicial determination.

12. National Anti-Corruption Bureau of Ukraine, “UAH 254M drone procurement scheme: new facts disclosed,” August 2026. NABU and SAPO reported expanded allegations involving procurement of DJI Mavic 3 and Autel Evo Max 4T systems and alleged state losses totaling UAH 254 million. These allegations likewise remain subject to judicial determination.

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