For NATO, the true measure of Russian military power is not isolated innovation, but the ability to turn battlefield lessons into repeatable capability
Russia’s war against Ukraine has generated an extraordinary body of combat experience. NATO has understandably focused on what Moscow has learned: the use of unmanned systems, electronic warfare, reconnaissance-strike integration, command-post survivability, air defense, assault operations and logistics.
Yet the future Russian threat will depend not only on the lessons absorbed on the battlefield. A decisive factor will be the Russian military’s ability to reproduce those solutions in other formations, with different personnel, after casualties, rotations and organizational changes.
A brigade may discover an effective method for dispersing command posts or coordinating drones with artillery. That does not automatically mean that the Russian Armed Forces as a whole have acquired the same capability. Other formations may copy the method and military academies may add it to their curricula, but the critical question remains whether a newly formed unit can recreate the same military effect after the personnel and informal networks that originally developed the solution have disappeared.
This distinction should change how NATO monitors Russian forces, models them in exercises and plans operations to counter them. For the Alliance, reproducibility should become a distinct measure of Russian military capability, alongside force size, equipment and combat experience.
From battlefield innovation to institutionalized military capability
Russian military statements and documents suggest that the General Staff and Ministry of Defense increasingly understand this problem. Moscow is attempting to build a learning system linking battlefield lessons groups with command structures, military-scientific committees, research institutes, military universities, training centers and the defense industry.
Developing a recommendation is obviously easier than changing behavior on the battlefield. Nevertheless, the direction is significant. Russia is attempting to create a mechanism that can collect experience, generalize it, convert it into training programs, test it, revise it and ultimately regenerate the same capability in other units.
The unmanned-systems field provides the clearest example. Russian drone warfare initially developed through an uneven ecosystem of military units, volunteers, commercial manufacturers and specialist organizations. The decisive development, however, is not the appearance of another FPV drone or a larger number of operators.
The real objective is to build permanent command structures, specialized education systems, training centers, repair and supply networks, military-scientific support and mechanisms capable of generating complete units.
In July 2026, Russia’s Defense Ministry announced that more than 8,000 specialists for its Unmanned Systems Forces had been trained during the first half of the year. More important than the figure was the claim that training had moved beyond individual specialists toward collective preparation of formed units on the equipment they were expected to use operationally.
For NATO intelligence services, the fundamental question is not how many people have been trained. What matters is whether a newly formed Russian unmanned-systems unit can:
- deploy without exceptional external support;
- cooperate with other branches of the armed forces;
- maintain and repair its equipment;
- replace personnel losses;
- continue generating operational effects;
- function under jamming and electromagnetic pressure.
That is the threshold separating the possession of combat experience from the existence of a reproducible military capability.
NATO must monitor how Russia generates new forces
Traditional military assessments rely on orders of battle, equipment inventories, troop numbers and production rates. All of that remains essential, but it primarily shows what Russia currently possesses.
It says less about what the Russian military is becoming capable of generating repeatedly.
NATO should therefore supplement conventional assessments with what might be called force-generation intelligence. Some of the most important indicators may emerge first in institutions and only later become visible in inventories.
These indicators include:
- changes to military-school curricula;
- new specialties and qualification systems;
- the assignment of instructors to frontline units;
- the expansion of training centers;
- revised collective-training standards;
- new methodological publications;
- dedicated maintenance systems;
- changes in command relationships;
- the performance of newly formed or rotated units.
A new missile is easy to identify through traditional intelligence methods. A revised military curriculum is far less visible. Yet a changed curriculum may provide earlier warning that a battlefield practice is becoming a permanent component of Russian military power.
Russia’s elite units do not automatically represent the entire force
The concept of reproducibility also helps avoid a recurring analytical error: extrapolating the performance of Russia’s best units to the military as a whole.
The war in Ukraine has produced pockets of high competence alongside formations that perform far more weakly. A capability may be deeply institutionalized within a specialized ecosystem such as Rubicon while remaining difficult to reproduce in ordinary units.
Conversely, a method may spread widely without being properly mastered. Units may receive procedures and equipment but lack the training, maintenance or specialist support necessary to employ them consistently and effectively.
NATO assessments should therefore distinguish between depth and breadth. The statement that “Russia has adapted” is too general to be useful. The relevant questions are how thoroughly a capability is understood, how many units can execute it and how long it can be sustained after casualties or reorganization.
Destroying a system does not automatically defeat it
The same problem should be incorporated into NATO exercises and operational planning.
If a Russian reconnaissance-strike process depends on a small group of unusually experienced specialists, eliminating that group may produce a major operational effect. If, however, the organization has already trained replacements, standardized technical procedures, rehearsed alternative command relationships and built the infrastructure required to restore the process, the same strike may cause only a temporary disruption.
NATO must therefore ask an additional question: not only whether it can destroy a Russian military system, but how quickly Moscow can restore an adequately effective version of that system.
After a command post is destroyed, are alternative headquarters prepared to assume its functions? After a drone detachment is suppressed, how quickly can replacement operators and equipment be introduced? If a logistics network is disrupted, have alternative routes and command arrangements already been rehearsed?
And when specialists are lost, does the next generation inherit their competence through institutions, or must it relearn the problem from the beginning?
The answers change the value assigned to tactical success. A capability that can be rapidly regenerated requires different targeting criteria, exercise scenarios and campaign assumptions from a capability dependent on a handful of people or a small number of privileged formations.
How NATO can test Russian regeneration
The Alliance should introduce scenarios that test not only the destruction of Russian targets, but also the speed with which Moscow can rebuild its military functions.
Such exercises should examine:
- the rapid transfer of responsibilities to alternative headquarters;
- the replacement of specialized operators;
- the restoration of logistics networks;
- the integration of newly formed units into combined structures;
- the ability to maintain operations under casualties and jamming;
- the preservation of procedures after personnel changes;
- the difference between the formal re-creation of a unit and the actual recovery of its performance.
A unit may be administratively rebuilt within weeks, but that does not mean it automatically regains its previous level of competence. NATO must measure the military effect produced by the formation, not merely its existence on paper.
Russian institutionalization is not inevitable
Russia’s attempt to institutionalize wartime lessons does not mean that it will necessarily succeed.
Lessons may become obsolete before reaching operational structures. Rapid expansion may dilute competence. Solutions that work under the specific conditions of the war in Ukraine may be applied in environments where they are no longer effective. Elite units may create a false impression of force-wide transformation.
Moreover, Russian military institutions may improve operational execution while remaining resistant to lessons that challenge hierarchy or politically protected strategic assumptions.
Those weaknesses are precisely why a more demanding analytical standard is necessary.
The relevant question is no longer whether Russia has learned a lesson. The question is whether that lesson survives time, scale, casualties, organizational transfer and changing battlefield conditions.
It must also be determined whether new personnel can reproduce the same military effect after the people who originally developed the solution have disappeared.
NATO must watch what Russia can regenerate
The most important warning for NATO will not necessarily be the emergence of another Russian battlefield innovation.
The truly strategic signal will come when Russia no longer needs the people who invented it.
At that point, a tactical solution will no longer be merely the experience of one unit. It will have become a state-level military capability. The difference between those two conditions could shape how NATO conducts intelligence collection, designs exercises, plans operations and builds deterrence.
