The defense industry is currently captivated by a collective delusion. Pundits and defense analysts look at programs like the US Air Force’s Collaborative Combat Aircraft (CCA) and India’s Combat Air Teaming System (CATS) Warrior and declare that the "loyal wingman" will fundamentally revolutionize the sky. They paint a neat picture: cheap, mass-produced robotic jets flying alongside human-piloted fighters, soaking up missiles, acting as sacrificial eyes and ears, and magically fixing the crippling math of dwindling fighter fleets.
It is a beautiful corporate presentation. It is also an operational fantasy.
The defense tech sector has fallen into a trap of lazy consensus, treating autonomous wingmen as an easy fix for airborne mass. In reality, these platforms are running headfirst into hard limits of physics, bandwidth constraint, software architecture, and industrial capacity. The current trajectory of the "robot wingman" will not deliver cheap mass; it will yield hyper-expensive, electronically isolated liabilities.
The Affordability Illusion
The foundational promise of the autonomous wingman is what the Pentagon calls "affordable mass." The narrative claims that because these jets lack a cockpit, a life-support system, and an ejection seat, they can be stamped out at a fraction of the cost of an F-35—suppositories of firepower that commanders can afford to lose.
This completely misunderstands what makes a modern military aircraft expensive.
I have watched defense majors burn through hundreds of millions trying to build "low-cost" platforms, only to watch the price tag balloon the moment operational reality sets in. Stripping the human out of the cockpit saves a negligible amount of weight and plumbing. The real cost drivers of 21st-century aviation are not life-support systems. They are low-observable coatings, complex structural composites, advanced active electronically scanned array (AESA) radars, and high-performance turbofan engines.
If a CCA like Anduril’s FQ-44 Fury or General Atomics’ FQ-42A is expected to fly into highly contested airspace alongside a stealth fighter, it must possess a comparable radar cross-section and aerodynamic performance. If it matches those traits, it inherits the same punishing manufacturing tolerances and component costs. If it lacks them, it becomes a giant flying radar reflector that instantly compromises the location of the manned mothership it is supposed to protect. You cannot build a "stealthy, high-performance, expendable" jet for the price of a commuter car. The math simply does not work.
The Bandwidth Bottleneck
The second major point of failure is the concept of Manned-Unmanned Teaming (MUM-T). The industry vision features a pilot in a Tejas MAX or an F-35 smoothly orchestrating a swarm of four to six autonomous drones like chess pieces via secure data links.
This concept completely ignores the realities of modern electronic warfare.
In a peer-to-peer conflict against an adversary capable of high-power, broadband electromagnetic jamming, the electromagnetic spectrum will be completely choked. To believe that high-bandwidth data links will remain pristine and uninterrupted over hundreds of miles is incredibly naive.
Imagine a scenario where a flight of human-piloted jets launches with four autonomous wingmen each. The moment they cross the forward line of troops, localized jamming severs the data link.
What happens to the drones?
- Option A: They default to a "fail-safe" mode, turning around or holding a predictable orbit, turning them into expensive targets.
- Option B: They rely entirely on onboard, localized artificial intelligence to interpret the mission commander's last intent.
This brings us to the most significant bottleneck of all: the software.
The Autonomy Trap
True tactical autonomy in a dynamic, high-threat aerial environment is an unsolved problem. Air combat is not a game of chess; it is an chaotic, fluid environment governed by incomplete data, sensory deception, and split-second ethical decisions.
Current AI models excel at narrow, deterministic tasks. They fall apart when faced with "out-of-distribution" events—scenarios their training data never anticipated. If an onboard combat AI misinterprets a civilian airliner’s radar signature under heavy jamming conditions, or fails to recognize a novel electronic spoofing tactic, the results are catastrophic.
To prevent this, engineers must add restrictive rules of engagement and fallback loops into the software. But every safety constraint placed on the autonomous wingman reduces its speed and flexibility, making it highly vulnerable to an aggressive, human-piloted adversary. We are attempting to field an uncrewed fighter fleet before we have mastered the baseline software architecture required to let them operate safely in absolute isolation.
The Indian CATS Dilemma
Look closely at India’s Combat Air Teaming System (CATS), specifically the CATS Warrior drone developed by Hindustan Aeronautics Limited (HAL). The state-backed media celebrates the engine ground runs and prototype displays as a massive leap forward.
But let us look at the actual industrial reality.
The Indian Air Force is currently struggling with dwindling squadron strength, facing a shortfall against its authorized strength of 42 squadrons. The CATS Warrior is being framed as a stopgap force multiplier to bridge this operational gap.
This is an incredibly risky bet.
The CATS Warrior relies heavily on successful integration with a mothership platform, initially planned as a modified twin-seat Tejas or a Jaguar MAX. Modifying legacy or light airframes to act as airborne data-routing hubs requires massive structural, power, and cooling overhauls. Furthermore, the underlying technology depends on an indigenous engine ecosystem—like the long-delayed Kaveri turbofan variants currently undergoing testing in Russia—and complex localized algorithms that are years away from operational maturity.
Pouring scarce capital into an unproven, highly experimental robotic wingman system while the core manned fighter fleet faces severe structural shortfalls is an incredibly fragile strategy. A robot wingman without a highly survival-capable, fully modernized mothership is entirely useless.
The harsh reality is that autonomous wingmen will not provide cheap mass, nor will they replace the necessity of scaling up highly capable human-piloted fleets. Until the defense industrial base solves the core constraints of electronic isolation and the sheer physics of low-observable manufacturing costs, these platforms will remain boutique, high-maintenance experimental systems. The side that wins the next air war will not be the one that built the flashiest autonomous PowerPoint presentation; it will be the side that built the most resilient, highly trained human pilot corps backed by reliable, secure, and physically abundant infrastructure.
For an inside look at the engineering milestones and live program updates directly from the manufacturers, watch India enters Next-Gen Combat Drone era, featuring statements from the HAL chairman on the flight timeline of the CATS Warrior.
