801: HOW DOES AIR POWER SHAPE MODERN WARFARE

 

Interview with the Editor of

“The International Wire”

Independent Global News and Analysis Website

Published on 08 Apr 26

 

Link to the website: https://theinternationalwire.com/how-does-air-power-shape-modern-warfare/

 

Air Power & Strategic Doctrine

  1. How has the role of air power evolved in modern warfare, particularly in the context of rapid, high-precision operations?

When I was commissioned in 1979, air power was largely conceived as a force multiplier — something that supported ground operations, provided interdiction, and contested the skies above the battlefield. That mental model has been fundamentally overturned.

I often describe this evolution through three distinct eras. First came the Pilot Era, where individual skill was everything. Then the Platform Era, where multi-role systems defined capability. We are now entering what I call the Weapon Era — where the munition itself, and increasingly the autonomous system behind it, is the decisive element. In each transition, air power has moved further from the periphery and closer to the centre of strategic decision-making.

The IAF’s own doctrinal journey reflects this precisely. The 1995 doctrine focused on the basics of air power — offensive operations, C4I networks, and force multipliers. By 2012, the doctrine had expanded to connect air power with national security across the full spectrum, including counter-terrorism. The 2022 doctrine went further still — it unequivocally advocates the shift from air power to aerospace power, and identifies No War No Peace (NWNP) scenarios as a distinct operational category requiring both kinetic and non-kinetic responses. This evolution from tactical support to strategic aerospace power is not merely doctrinal — it reflects the operational reality that a strike today is simultaneously a cyber operation, a space-dependent operation, and an information operation.

The shift has been driven by two converging developments: precision and speed. The ability to place a munition within metres of its intended target — from standoff distances, in any weather, at any hour — has collapsed the old calculus of attrition warfare. You no longer need to destroy an entire column; you destroy its command node, its logistics, its will to function. And you can do it in hours rather than weeks. What this means strategically is that air power now operates at the intersection of the military and political realms — a strike is not just a tactical event; it is a signal, a message, sometimes a red line being drawn or crossed.

 

  1. Do you believe air power is increasingly becoming the decisive arm in limited conflicts?

In limited conflicts — which is the dominant mode of contemporary warfare — yes, air power has become the decisive arm in most scenarios. The reasons are structural. Limited conflicts, by definition, operate under tight political constraints. There is usually an imperative to achieve effects quickly and visibly, without triggering uncontrolled escalation. Ground operations are slow, costly in lives, and difficult to control once initiated. Naval power projects presence but rarely delivers the kind of immediate, calibrated effect that a conflict demands.

As I have written, air power possesses significant offensive potential and is the most responsive arm of military action. It can be switched on and off. It can be precise. It can be deniable if necessary, and visible when you want it to be. These qualities make it the instrument of choice for governments that need to communicate resolve without opening an indefinite campaign.

That said, I would caution against treating this as an absolute. As John Warden’s body of work — which I have studied closely — rightly argues, jointness does not mean equal portions of action for all services. Sometimes air power should support land and sea forces; sometimes it should be supported by them; and sometimes, applied correctly against the right targets, it can be decisive independently. But this works only when air power is used within a coherent strategic framework. When employed without clarity of political purpose, it yields tactical results that fail to translate into strategic outcomes.

 

  1. How should air forces adapt to a battlespace that now includes cyber, space, and electronic warfare domains?

The honest answer is that the adaptation is already overdue in most air forces, including our own. The battlespace has not merely expanded — it has become layered. What happens in the electromagnetic spectrum shapes what is possible in the air. What happens in space determines the quality of information available to every commander. What happens in the cyber domain can degrade or destroy systems before a single aircraft takes off.

The IAF’s 2022 doctrine explicitly recognises this by calling for a shift from air power to aerospace power — with space and cyber treated as integral domains rather than peripheral ones. The establishment of the Defence Space Agency and the Defence Cyber Agency reflects this institutional direction. But doctrine and structure are only the beginning. Air forces must stop thinking of these domains as managed by specialists in the rear. They need to be woven into operational planning from the outset.

One effect of advanced technology on air warfare is the increased pace and intensity of operations. In such a scenario, the decision-making process must keep up with the OODA cycle. The three most important contributing factors are high situational awareness, a robust and fast network for information sharing, and AI-based decision-support systems. Structurally, this requires investment in electronic warfare capabilities, hardened communications, and space-based ISR. But more than hardware, it requires a doctrinal shift — a willingness to plan and fight across domains simultaneously rather than sequentially. Air power is, at its core, indivisible: splitting it into domain silos destroys its greatest asset: flexibility.

 

Operational Experience & Lessons

 

  1. You were closely associated with both Doklam and Balakot. What strategic lessons do these episodes offer for future conflict scenarios?

Both episodes were defining moments in how India thinks about the use of force, and they offer very different but complementary lessons.

Doklam was fundamentally about persuasive presence and persistence — and what I would call strategic patience. It underscored the importance of credible deterrence backing diplomacy. It also highlighted the importance of maintaining calm, holding your position steadfastly, demonstrating readiness, and refusing to be pressured. A combination of these factors forced a resolution. Air power played an important role in speedy deployment, sustenance of ground forces and signalling of resolve. Its availability as a credible option was part of what made the overall posture convincing.

Balakot was something categorically different. It was the first cross-border air strike by India since 1971 — conducted in a nuclear-armed environment, against a near-parity state. It demonstrated what I would describe as punitive deterrence — the ability to strike deep within adversary territory to deliver a political message while managing the escalation ladder with precision. The lesson was about the importance of the entire decision-action cycle: intelligence, planning, execution, and escalation control. Political resolve was intense; ISR fusion was critical; and messaging mattered as much as the physical effect.

Together, these episodes reinforce a single overarching lesson. In modern conflict, especially in our neighbourhood where China and Pakistan operate in close strategic collusion, you must be able to act quickly with precision and then manage the aftermath with equal skill. Future conflicts will be short and high-intensity, requiring 24/7 readiness.

 

  1. What distinguishes a successful air operation in politically sensitive, escalation-prone environments?

Three things, above all.

First, clarity of objective — not in military terms alone, but in political terms. What message are you sending? What behaviour are you trying to change? Any ambiguity at the objective level results in confusion at the execution level. A successful operation requires complete synergy between military execution and political intent and resolve.

Second, proportionality and precision. In escalation-prone environments, the magnitude of the effect must match that of the political message. Over-strike and you hand over to the adversary a narrative. Under-strike and you signal weakness. The targeting process must be driven by strategic logic, not tactical preference — and collateral damage must be minimised to avoid losing the narrative war.

Third — and this is chronically underestimated — the ability to communicate. What happens after the strike matters as much as the strike itself. How you characterise it publicly, what back-channels convey, how de-escalation is signalled — all of this shapes whether the adversary escalates or stands down. Successful air operations in politically sensitive environments are as much information operations as kinetic ones.

 

  1. How do air forces calibrate force projection without triggering uncontrolled escalation?

This is the central challenge of modern air power employment. The instinct of any military operator is to maximise effect. The instinct of strategic management is to control outcomes. These two instincts exist in constant tension.

Calibration begins with target selection. Striking military targets rather than civilian infrastructure, avoiding symbols of national sovereignty, choosing targets that punish without humiliating — these provide the adversary an off-ramp. Selecting munitions that limit collateral damage, managing timing and sequencing — all of these are tools of escalation management embedded in the targeting process.

One critical lesson from recent air campaigns is the growing importance of standoff precision weapons in a networked environment. Precision-guided standoff weapons and missiles have rendered traditional geographical barriers almost meaningless. The optimal basing posture for high-intensity operations is increasingly shifting toward depth, dispersion, and resilience — moving air assets, using expeditionary airfields, operating from unprepared landing grounds — rather than fixed forward basing, which presents lucrative targets. Calibration, therefore, is not only about what you strike, but how you position and present your force to the adversary.

The most effective force projection is often graduated — it begins at a level that hurts but does not humiliate, and it signals clearly that more is available if needed. The adversary must understand both the cost of continued provocation and the availability of a dignified way out.

 

  1. What role does signalling play in air operations during crises?

Signalling is, in many ways, the primary function of air power in a crisis that has not yet crossed the threshold of open conflict. Air operations are, in the deepest sense, the language of the state. When you generate additional sorties, forward-deploy assets, or conduct exercises at conspicuous times, these are not just operational preparations. They are communications (Strategic/Coercive signalling) to the adversary, to allies, and to the international community simultaneously.

Signalling is inherently ambiguous. The adversary interprets your actions through their own lens. Your defensive posture may be perceived as offensive intent. Signalling must be carefully managed and accompanied by clear communication to remove the ambiguities.

The IAF’s own doctrine now explicitly addresses the No War No Peace environment — a recognition that the space between peace and war is itself a domain requiring active management. In this space, air power is uniquely effective. The appearance of fighters at a forward base, the conduct of a high-profile exercise, the demonstrable capability to generate surge sorties — these convey something that a diplomatic note simply cannot. Used wisely, that is enormous strategic leverage. Used carelessly, it can produce exactly the escalation you were trying to deter.

 

Jointness & Integrated Warfare

 

  1. Having worked extensively with the Army and Navy, how would you assess India’s progress toward jointness?

We have made genuine progress, and I say that without qualification. There is far more institutional understanding among the services today than there was twenty years ago. Exercises are more integrated, communication is better, and there is at least a shared vocabulary around joint operations. The creation of the Chief of Defence Staff and the Department of Military Affairs represented a significant structural step forward. Recent exercises like Prachand Prahaar — conducted in the high-altitude terrain of Arunachal Pradesh in March 2025 — have validated integrated surveillance, command and control, and precision firepower across all three services in a genuinely multi-domain environment. That kind of exercise provides invaluable insights into how to improve inter-service coordination.

But I would be misleading you if I said the transformation is complete, or even that the hard part is behind us. India must move beyond what I would call de-conflicting — simply staying out of each other’s way — toward true integration, where services plan, train, and fight as a unified whole. That requires shared warfighting concepts, integrated planning staffs, and common C4I architectures. Above all, it requires a cultural shift — officers who think in joint terms from the beginning of their careers. That culture takes a generation to build, and we are still in the middle of that journey.

The formation of theatre commands is being vigorously advocated as a possible solution to integration. In my view, it is not a panacea for jointness, but rather one of the approaches, and, further, an idea whose time has not yet arrived in the Indian context. The timing and circumstances are unsuitable, and many other high-priority areas need urgent attention to meet future challenges.

 

  1. What are the key challenges in integrating air power into joint operational doctrines?

The core challenge is operational: air power is inherently centralised, while the other services are inherently decentralised. A ground commander thinks about his sector, his axis of advance, and his immediate fire support requirements. An air commander thinks about the entire battlespace — air superiority, strategic interdiction, close support, logistics, and ISR — and must allocate finite, high-value assets across competing priorities simultaneously.

There is also a persistent tendency to treat air power as a support system for surface forces rather than as a coequal, central component of the joint force. Warden’s insight — that sometimes air power should support land and sea forces, sometimes it should be supported by them, and sometimes it can be decisive independently — has not yet fully penetrated joint doctrinal thinking in the Indian context. Employment of air power assets must be viewed holistically — as an overarching, comprehensive basis for planning that achieves synergy in warfighting rather than sub-optimised service allocation.

 

  1. Does India need a fundamentally different approach to theatre commands to maximise air power effectiveness?

The theatre command concept is useful, especially in expeditionary operations. India needs a uniquely Indian model rather than a direct transplant of Western structures.

The concern I have — and I am not alone in this — is that any theatre command structure must preserve the ability to concentrate air power rapidly across theatres. Air power’s greatest advantage is its flexibility: the ability to mass effect at the decisive point regardless of geographic boundaries. If theatre commands create rigid geographic silos, we will have sacrificed the very quality that makes air power strategically valuable.

Air power must not be subordinated to a land-centric model that fragments its reach and reduces its mass below decisive levels. The model we need is one in which air assets are organically assigned to theatres for day-to-day operations and training, but with a clear, exercised mechanism for rapid reallocation when the situation demands it. The IAF’s doctrine advocates centralised command with decentralised execution — this principle must be preserved within whatever theatre structure India.

 

Technology, Capability & Future Warfare

  1. How critical is technological superiority in maintaining credible air dominance?

Technological superiority is foundational. A technological edge (in sensors, stealth, networking, precision munitions, and BVR missiles) is now a prerequisite for credible air superiority. AI, Quantum, Robotics, Space technology, and Directed energy weapons are becoming essential parts of air war.

Technology creates the capability. Training, doctrine, and leadership determine how you utilise the capability to your advantage. Without a credible and indigenous technology base, you are outmatched in ways that training and tactics cannot fully compensate for. The Atmanirbhar Bharat imperative in defence is therefore not merely a nationalistic slogan but is an operational necessity.

 

  1. What role will AI, autonomous systems, and unmanned platforms play in the future of air combat?

Transformative — we are already seeing the emergence of what I consider the defining concept of future air combat. The Loyal Wingman — unmanned platforms flying alongside manned aircraft, extending reach, absorbing risk, and multiplying mass with a reduction in human cost. Programmes like India’s CATS Warrior, the US Skyborg, and Boeing’s MQ-28 Ghost Bat indicate the future trajectory of air combat.

AI will fundamentally reshape the decision-making process. In 2020, DARPA’s AlphaDogfight Trials demonstrated that an AI-piloted simulator could outperform experienced human pilots in dogfighting scenarios. AI-controlled drone swarms are emerging as a game-changing technology — deploying multiple autonomous drones to overwhelm enemy defences with coordinated attacks, distributed ISR, and autonomous electronic jamming. Countries like the US, China, and India are actively researching this as a force multiplier.

The 2020 Nagorno-Karabakh war was a watershed. The title of John Antal’s seminal analysis — 7 Seconds to Die — refers to the average time Armenian soldiers had to react once a drone detected their position. That statistic encapsulates what AI-enabled unmanned systems mean in practice: the compression of the kill chain to a point that human reaction cannot match. The conflict demonstrated how drones systematically dismantled traditional air defences — Azerbaijani forces used Turkish and Israeli drones to destroy Armenian SAM sites, rendering the entire conventional air defence network ineffective.

For India, the imperative is to build indigenous capability in this space while also developing a counter-drone doctrine. We need to work diligently towards developing drone warfare capabilities.  This gap must be addressed urgently, given the proliferation of armed UAVs in our immediate neighbourhood.

 

  1. How should India approach capability building in an era of rapid technological disruption?

India must define a defence science and technology strategy with a vision to harness technology and convert it into a decisive capability. The focus areas I advocate are: AI-based situational awareness and decision-support systems; space-based ISR and assured communications; electronic warfare suites; advanced munitions, including standoff glide bombs and hypersonic systems; and autonomous platforms.

India must also embrace a hybrid model — leveraging foreign technology transfers and offsets while steadily building domestic R&D and production ecosystems. The goal is technology harvesting: extracting maximum learning from every foreign acquisition to accelerate the indigenous base. Civil-military fusion can accelerate this. And we must invest heavily in simulation and virtual training environments — areas where India’s software talent can rapidly and cost-effectively produce world-class capabilities.

 

  1. Are legacy platforms becoming a liability, or do they still hold strategic relevance?

They remain relevant, maybe with reduced efficiency. A legacy platform upgraded with modern sensors, weapons, and datalinks — integrated into a broader system-of-systems architecture — can still perform effectively in many scenarios.

But the adversary’s capabilities are rapidly changing the calculus. China’s investment in advanced munitions, electronic warfare, and space-based systems gives it precision strike capability with increasing speed and depth. Pakistan’s collusive relationship with China means that technology flows across that border as well. In this environment, legacy aircraft face threats they were not designed to survive — particularly in the electromagnetic domain, where modern integrated air defence systems can engage and track platforms at ranges and in environments that older avionics cannot counter.

The answer is a phased, funded transition plan — maintaining sunset fleets for immediate operational needs while aggressively funding sunrise technologies. The transition must be managed carefully — you cannot create a capability gap — but it must be managed with urgency. Keeping platforms in service beyond their operational relevance for budgetary reasons is a false economy. The risk is not the maintenance cost. It is the operational liability in the conflict you may not have chosen, but cannot avoid.

 

Maritime & Multi-Domain Operations

  1. With your experience in maritime air operations, how do you see the role of air power evolving in the Indian Ocean region?

The Indian Ocean has become the central arena of strategic competition in a way that would have been difficult to anticipate even two decades ago. China’s desire to dominate Asia — and eventually the world — has direct implications for India. China’s strategy in the IOR involves systematic investment in littoral states to achieve footholds and extend influence. The String of Pearls is not merely a geographic concept; it is an operational framework.

In this environment, air power is the long arm of maritime strategy. Long-range maritime patrol aircraft, carrier-based aviation, and land-based strike assets operating from our island territories enable India to monitor and contest approaches to the subcontinent over vast distances. The P-8I has been genuinely significant in the ISR dimension. Air power also provides the capability to secure sea lines of communication and to conduct anti-submarine warfare at ranges that surface assets alone cannot match. Most of the modern aircraft in the IAF inventory are now maritime-capable.

The priority now must be on persistent maritime domain awareness — knowing where adversary assets are before a crisis develops — and on developing the strike depth, including standoff and air-to-air refuelling capability, to match our surveillance reach.

 

  1. How important is air-sea integration in countering emerging threats in the Indo-Pacific?

It is the central operational challenge of the Indo-Pacific security environment. Countering anti-access/area-denial systems and long-range missile-drone threats requires an integrated air-sea kill web. Maritime aviation needs to be tightly linked with naval surface and subsurface forces through shared networks, common targeting data, and joint doctrine.

An adversary submarine that evades a surface task group can still be located and prosecuted by maritime patrol aircraft. An adversary surface group that poses a threat beyond the range of naval strike assets can be engaged by land-based air assets. The integration of these capabilities into a coherent, exercised joint maritime operational concept is what turns individual service capabilities into genuine strategic leverage.

India’s engagement with partners — the United States, Japan, Australia, and other maritime powers — in exercises and interoperability initiatives is valuable precisely because it develops the habits, protocols, and mutual understanding that make real-time integration possible under stress. That work needs to continue and deepen, particularly as China’s naval presence in the IOR grows more persistent and capable.

 

Planning, Force Structure & Preparedness

  1. You have been involved in war planning and force structuring. What are the biggest gaps India must address today?

I will identify three clearly.

First, the two-front scenario remains inadequately resourced. India faces a collusive threat from two nuclear-armed neighbours — and this is not a theoretical construct. Pakistan openly boasts of Chinese support in the event of a conflict with India. China’s philosophy of systems destruction warfare — disruption, paralysis, or destruction of enemy operational systems — is precisely tailored to the kind of fast, compressed conflict our neighbourhood could generate. Our current force structure, with the IAF’s sanctioned strength of 42 squadrons but an actual strength hovering around 30, is inadequate to handle simultaneous contingencies on both borders. Closing that gap — through the MRFA programme, accelerated AMCA development, and Tejas inductions — is the single most urgent capability priority—both quality and quantity matter. The fighter aircraft need to be complemented with combat enablers (strategic lift, aerial refuellers, AWACS and unmanned platforms).

Second, precision-guided munitions inventory and infrastructure resilience. Munitions stockpiles must cater for the frequent, short, intense exchanges amid prolonged hostility. Forward air bases, once the cornerstone of rapid reaction, are increasingly vulnerable to modern standoff weapons, cruise missiles, and armed drones. The optimal posture is shifting toward depth, dispersion, and resilience — the ability to operate from dispersed and expeditionary airfields, rotate assets, and avoid presenting fixed targets.

Third, technology absorption. China’s investment in space-based systems, quantum technology, and directed-energy weapons gives it surveillance and precision-strike capabilities at an increasing pace. Our institutional capacity in both offensive cyber and space-based ISR needs urgent strengthening. These are not niche capabilities anymore — they are foundational to everything else we do militarily. Project Kusha, India’s indigenous long-range air defence programme, represents exactly the kind of capability-based, self-reliant response needed across multiple domains.

 

  1. How should air forces balance between immediate operational readiness and long-term capability development?

This is a genuine and permanent challenge, and no formula easily resolves it. What I would say is that operational readiness (Minimum deterrence value) cannot be sacrificed to long-term development. You must always be ready to fight with what you have today, while thinking long-term.

But development cannot be permanently deferred in favour of readiness, because the capability gap that accumulates will eventually become unbridgeable. A two-track approach is needed, i.e. maintain sufficient capacity now (enough modern platforms, trained crews, and robust logistics) while simultaneously pursuing long-term programmes (such as next-generation fighters, AI-enabled systems, and drone warfare doctrine).

What makes this possible is a clear, honest, multi-year capability roadmap that senior leadership has genuinely committed to — not a wish list, but a funded, sequenced plan with accountability attached and threat scenarios driving the prioritisation.

  1. What lessons have recent global conflicts offered in terms of preparedness and force employment?

The conflict in Ukraine and the recent war in Iran are the most consequential recent laboratories for air power concepts. Air superiority — which most major powers assumed could be achieved rapidly — proved far more difficult and costly than anticipated against adversaries with a well-equipped air defence system and long-range standoff weapons.

The 2020 Nagorno-Karabakh conflict provided important lessons. Azerbaijan’s drones (Turkish and Israeli) systematically defeated the Armenian air defences. The loitering munitions destroyed SAM sites, creating conditions for conventional forces to advance with minimal opposition. It demonstrated how unmanned systems, when integrated with ISR and fires, can achieve effects that previously required far more expensive and risk-laden manned operations. The democratisation of warfare — the proliferation of military-grade capabilities to smaller nations and even non-state actors through cheap, commercially available drone technology — is perhaps the most consequential trend in modern conflict.

For India, the combined lesson is that we must be capable of employing drone swarms and loitering munitions at the required scale. At the same time, build an integrated air defence, EW, and counter-drone capabilities.  And we must not take airbase survivability for granted — the ability to operate from dispersed, expeditionary locations is now a war-fighting imperative, not a contingency planning footnote.

 

Crisis Management & Decision-Making

  1. How do military leaders make decisions under extreme time pressure and incomplete information?

The honest answer is that you make the best decision available given what you know at that moment, with the explicit understanding that you will refine it as information improves. The temptation to wait for certainty has to be resisted — certainty rarely arrives, and the cost of delay in a fast-moving situation is almost always higher than the cost of an imperfect decision made promptly.

I think of this in terms of the OODA loop — Observe, Orient, Decide, Act. One effect of advanced technology on air warfare is the dramatically increased pace and intensity of operations. In such a scenario, the decision-making process must keep up with the adversary’s OODA cycle — or preferably, get inside it. The three most important factors are high situational awareness, a robust, fast network for information sharing, and AI-based decision-support systems that compress the analytical phase without removing human judgment at critical points.

What training does is prepare one for decision-making, reducing the cognitive burden at the moment of crisis. In a crisis, you are not solving a novel problem from scratch, but applying a well-rehearsed framework to new variables. The leaders who perform well in genuine crises are invariably those who have navigated high-pressure, ambiguous situations throughout their careers and developed the resilience that comes from managing uncertainty before.

 

  1. What distinguishes effective crisis leadership from reactive decision-making?

Intent — and anticipation. Effective crisis leadership is driven by a clear sense of what outcome you are trying to achieve — the political objective, the strategic end state — and every decision is evaluated against that intent. I would also describe it as anticipatory planning: having scenarios ready before the crisis hits, so that you are never purely reacting.

Reactive decision-making is driven by the immediate stimulus — what just happened, what the adversary just did — without the anchoring clarity of what you are ultimately trying to accomplish. The danger is that the adversary ends up setting your agenda. You respond to their moves rather than pursuing your own objectives. Over time, that cedes the initiative and almost always produces worse outcomes — including unnecessary escalation.

China’s systems destruction warfare philosophy is precisely designed to exploit reactive leadership — to disrupt, paralyse, and disorient the adversary’s operational systems before coherent responses can be organised. The counter to this is not just better systems; it is leadership that anticipates and maintains clarity of intent even as the operational environment degrades around it.

The other distinction is composure. Effective crisis leaders create calm around them — not by suppressing information, but by demonstrating, through their manner and decisions, that the situation, however serious, is being managed. That composure is contagious.

 

  1. How important is inter-agency coordination during high-stakes operations?

Essential, and chronically underestimated in peacetime. Military operations of any significance today occur within a political, diplomatic, intelligence, and informational context that requires constant coordination across agencies. A strike that achieves its military objective but creates an intelligence problem, or triggers a diplomatic crisis the government was not prepared for, has not truly succeeded.

The investment in inter-agency relationships across the national security architecture pays dividends that are difficult to quantify but impossible to replace when the moment comes. Agencies that do not exercise together, that do not share information routinely, that do not develop personal relationships across institutional boundaries — they will not coordinate effectively in a crisis, regardless of how many coordination mechanisms exist on paper.

 

Safety, Training & Institutional Culture

  1. As former DG (Inspection & Safety), how do you view the balance between operational urgency and safety protocols?

Safety is not the enemy of operational effectiveness — it is a prerequisite for it. An aircraft lost to an avoidable accident is one less aircraft available for war. A trained pilot lost to a preventable incident is an irreplaceable asset gone. I have always argued that safety is a subset of operational effectiveness, not a constraint imposed upon it.

The discipline of safety thinking (including rigorous procedures, honest incident reporting, systematic analysis of near-misses, a just culture where human errors are reported and learned from rather than punished) builds the institutional culture that produces operational excellence. Safety protocols conflict with operational efficiency if they become bureaucratic rather than substantive. It is necessary that safety thinking is intelligent, adaptive, and embedded in operational culture rather than imposed from the outside.

  1. What role do training and simulation play in preparing pilots for modern conflict environments?

Training is everything. A modern combat aircraft is an extraordinarily capable system, but its combat effectiveness is almost entirely a function of the quality of the crew operating it.

We are in the Weapon Era, and simulation has become indispensable precisely because the scenarios we need to rehearse — dense electronic jamming environments, degraded navigation, multi-domain threats, AI-assisted engagement, drone swarm defence — cannot be safely or economically practised in live flying. High-fidelity simulators allow pilots to fly more complex tactical scenarios than could ever be safely replicated in actual flight training. The best training programmes integrate simulation and live flying, enabling pilots to achieve high levels of tactical proficiency in the simulator before they encounter those scenarios in the air.

 

Macro Strategic Perspective

  1. Are we entering an era where short, high-intensity conflicts will replace prolonged wars — and what does that mean for air power?

The trend is clearly toward shorter, sharper conflicts with prolonged hostilities. It is also an era of grey zone confrontations and high-intensity shocks. This is driven by economic costs, nuclear thresholds, international scrutiny, and the speed at which modern military systems can generate and absorb effects. China’s systems destruction warfare philosophy, Pakistan’s strategy of proxy warfare backed by the nuclear card, and the proliferation of precision standoff weapons all point in the same direction: decisive effects in compressed timelines, or stalemate.

For air power, this trend is highly consequential — and highly favourable, if we are prepared for it. Air power’s speed, reach, lethality, and ability to apply force quickly make it the decisive instrument in the compressed windows of modern conflicts. The IAF’s own doctrine now explicitly addresses this through the No War No Peace framework — recognising that the threshold between peace and war is neither clean nor binary, and that air power must be postured and employed across the full spectrum from day one.

What this demands is a fundamentally different approach to readiness. There will be no extended mobilisation phase. The force you have at H-Hour is, in large measure, the force you will fight with. That places a premium on peacetime readiness levels, pre-positioned munitions, resilient basing, and plans that are already developed and exercised — not improvised under fire. The IAF must remain adaptive and agile to win wars on a network-centric battlefield, with conflicts spanning the full threat spectrum.

 

Optional Section: Iran & West Asia

  1. How do you assess the evolving military balance in West Asia, particularly about Iran’s capabilities?

Iran has systematically invested in capabilities designed to offset conventional military disadvantages — mastering what I would call asymmetric air power. Its ballistic and cruise missile inventory is the largest in the region. Its drone programme has reached a level of sophistication that has surprised many countries. And its proxy network provides strategic depth that a conventional military cannot provide.

The democratisation of warfare is nowhere more visible than in the Iranian model. Dual-use commercial technologies are widely used in drones and missiles. Their off-the-shelf availability has given non-state actors access to capabilities once reserved for state militaries.

The direct attacks on Israel demonstrated both capability and intent. Presently, Israel and the Gulf states, with advanced air forces, integrated air defences, and strong intelligence networks, retain decisive advantages in conventional aerial confrontation. This balance, however, is dynamic rather than stable.

 

  1. What role does air power play in deterrence and escalation management in the region?

Air power is the central instrument of both deterrence and escalation management in West Asia. Israel’s air dominance has been the cornerstone of its security architecture for decades. The ability to strike anywhere in the region with precision — and to gain air superiority within hours, as the IAF demonstrated in the 1967 Six-Day War with pre-emptive strikes that neutralised Arab air forces on the ground — remains the foundation of Israeli deterrence.

Iran cannot conventionally match Israeli or American air power. It has invested in missiles, drones, and proxies to offset this asymmetry.  The region’s deterrence architecture is built on these mismatched capabilities.  The thresholds and redlines that function in a symmetric competition do not translate cleanly to an asymmetric scenario. The mismatch is a persistent source of miscalculation risk and creates inherent instability.

 

  1. How significant are missile and drone technologies in shaping modern conflict dynamics involving Iran?

They have been transformative — genuine game-changers. The proliferation of precision-guided rockets, cruise missiles, and armed drones — from Iran directly and through its proxies — has fundamentally changed the threat environment for every state in the region. The economics heavily favour the attacker: a relatively inexpensive drone absorbs an interceptor that costs many times as much. High-scale saturation attacks impose costs on even the most capable air defence architectures — in interceptors expended, in operational tempo, in economic disruption.

The Nagorno-Karabakh template — using loitering munitions to destroy air defence sites before conventional forces advance systematically — has clearly informed how Iran and its proxies think about the operational use of drones. Air defence has consequently evolved from point defence to what I would call offensive defence, with the spectrum now required to cater for threats ranging from sub-conventional drone swarms to long-range hypersonic weapons. Layered, AI-driven defence networks capable of simultaneously countering manned and unmanned threats are the only credible response.

 

  1. What implications do tensions in the Gulf have for India’s strategic and energy security interests?

They are direct and significant. India’s energy security is substantially dependent on Gulf hydrocarbon supplies, and the sea lanes through which those supplies travel pass through some of the most contested waters in the world — the Strait of Hormuz, the Gulf of Aden, and the Red Sea approaches. Any conflict that disrupts these lanes, even temporarily, has immediate and severe economic consequences for India.

The Gulf has an Indian diaspora of some 8 million people. Their welfare and remittances are both economically and politically important. India, therefore, needs to maintain strong maritime and air surveillance capabilities in the IOR, secure logistics corridors, and engage in robust diplomatic engagement with all major players. The Indian Ocean Region is simultaneously India’s most vital economic artery and its most complex strategic environment.

India’s policy of deliberate strategic autonomy — maintaining strong relationships with all major players, avoiding alignment in regional disputes — is not indecisiveness. It is calibrated strategic prudence. But it must be backed by a credible military capability to protect Indian nationals and interests if diplomacy fails.

 

  1. Do you see the risk of direct state-on-state conflict in the region increasing, or will proxy dynamics continue to dominate?

Proxy dynamics will continue to be the primary mode of competition — mutual deterrence and the high costs of direct war make sustained conventional conflict unattractive for all parties. But the direct state-on-state dimension has now been established as a real possibility in a way it simply was not before 2024. The threshold crossings over the past two years have created a new, more dangerous escalation ladder.

The democratisation of warfare — the proliferation of cheap drones, loitering munitions, and cyber capabilities to non-state actors — makes the management of escalation progressively harder. Proxy skirmishes, maritime incidents, drone-missile exchanges, and cyber operations are likely to remain the dominant mode. But any of these can escalate rapidly if the political and military guardrails are not firmly in place — and the guardrails in West Asia are under greater strain than at any point in recent memory.

For India, the implication is to maintain the deepest possible awareness of regional dynamics and to plan contingencies across a range of scenarios — not because India would be a party to such a conflict, but because the economic and security ripple effects would be unavoidable.

 

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761: AI AND MILITARY AIRCRAFT AUTOMATION: BALANCING SAFETY WITH CAPABILITY

 

Artificial intelligence (AI) and automation are revolutionising military aviation. These technologies enable maximum operational capability through autonomous flight, real-time decision-making, and enhanced resource management. They also raise significant safety concerns, including system reliability, ethical considerations, and the need for continuous human-AI interaction. Achieving an optimal balance between enhancing capability and ensuring operational safety is essential. This requires rigorous testing, adaptive standards, and human oversight to ensure mission success and promote safety.

 

Capabilities Enhanced by AI and Automation

Automation is transforming military aviation by adding new capabilities, enhancing combat effectiveness and efficiency.

Autonomous Operations and Swarm Tactics. AI enables autonomous take-off, navigation, and landing even in hostile or GPS-denied environments. Projects such as the U.S. Department of Defence’s Replicator vision of sending thousands of autonomous vehicles, including drones, on deployment by 2026. They intend to employ swarm intelligence to be utilised for reconnaissance, targeting, and swarming enemy defences. Boeing’s MQ-28 Ghost Bat is an example of a system that augments manned fighters by carrying out reconnaissance and engaging threats independently, de-loading pilot workload. India’s Combat Air Teaming Systems (CATS) and Rustom UAVs use sensor fusion technology, so that manned and unmanned platforms can work together in real time to attack and defend against threats.

Predictive Maintenance and Logistics. Predictive maintenance with AI analyses data from aircraft engines to predict failures, maintaining optimal scheduling and fleet availability. Digital twins, or virtual replicas that account for wear, damage, and flight history, allow faults to be preemptively identified before they occur. A 30% reduction in downtime and millions of dollars in savings can be achieved. The Air Forces and others have utilised these systems to improve logistics and strategic readiness, with aircraft still mission-effective.

Navigation and Decision Support. AI routes for safety and fuel optimisation. AI in emerging fighters such as DARPA’s Air Combat Evolution (ACE) program assists pilots with real-time battlefield analysis and threat identification. This aids faster and more accurate decisions. For instance, AI-controlled F-16s have executed high-speed manoeuvres exceeding 550 mph, responding to dynamic combat scenarios in increments of a fraction of a second.

Command and Control Improvements. The US Joint All-Domain Command and Control (JADC2) employs AI to enable unfettered sharing of information across air, land, sea, and cyber domains. This enables man-machine collaboration for rapid and precise decision-making. AI systems such as the XQ-58A Valkyrie demonstrate autonomous reconnaissance, jamming, and strike operations. They are force multipliers in network-centric warfare. These innovations disrupt the power balance, enabling a rapid response against emerging threats.

 

Safety Risks and Challenges

Just as AI enhances competence, it poses real threats that must be dealt with in order to promote safe functioning.

System Reliability and Failures. AI’s adapting behaviour can result in unpredictable effects, i.e., errors or bias, during exceptional incidents. Past software failures in military systems have led to accidents, and poor testing increases the potential for these effects. Premature deployment of unmanned systems can result in unforeseen lethal outcomes, i.e., in actual drone crashes during the Ukraine wars.

Ethical and Stability Implications. Autonomous systems can misinterpret circumstances, possibly worsening conflict or jeopardising global stability. Moral dilemmas arise with AI-generated lethal decisions, notably responsibility dilemmas under international humanitarian law. The swift proliferation of autonomous drones addresses actual threats in the world and not alleged dangers such as bioterrorism.

Certification and Regulatory Gaps. Current standards, such as DO-178C and MIL-HDBK-516C, do not fully account for AI’s adaptability. This creates challenges in validation and exposes hardware vulnerabilities. Unlike civil aviation, military applications often experience inconsistent safety compliance, complicating certification for AI-driven systems.

Human Factors. There can be an overdependence on AI, causing pilot proficiency to be lost, particularly in manual flying and quick decision-making. Control handover between human pilots and AI may be challenging in a crisis. There can be automation bias that causes pilots to ignore critical cues. New ideas, e.g., AI-checked conditions of ejection seats and well-being of the pilot, are thrilling but require scrupulous application so that it does not create unforeseen problems.

Cybersecurity Threats. Military aircraft powered by AI are vulnerable to hacking, spoofing, and adversarial attack. These can invalidate important systems and bring about disastrous failures. Cybersecurity plays an important role in maintaining operational integrity.

 

Balancing Capability with Safety: Strategies and Frameworks

Various measures are being taken by military forces across the globe to contain risks and maximise benefits from AI.

Strict Testing and Phased Introduction. Projects such as Replicator and DARPA’s ACE target strict testing in complete simulations to predict infrequent events and provide reliability prior to deployment. Phased integration within simulated areas provides additional robustness. Autonomy training conducted by the U.S. Air Force employs onboard sensors for enemy detection, while periodic manual flight and emergency procedure training maintain pilot proficiency.

Human-in-the-Loop Systems. Human control over major decisions, particularly the application of force, is important for secure integration of AI. AI is used as a co-pilot and never a replacement, with override rights still under human pilots. For example, autonomous jet test flights like those for the XQ-58A Valkyrie include standby pilots to ensure control.

Redundancy and Fail-Safes. Various safety features, such as manual reversion modes and fallback emergency provisions, enable pilots to regain control when AI systems fail. Tough validation procedures, as those in place for Helsing’s Centaur agent and its interaction with Saab’s Gripen E, enable AI to integrate with installed systems securely.

Certification Standard Development. The development of a systematic safety approach to AI-critical systems involves reviewing existing standards, such as MIL-HDBK-516C and the EASA AI Roadmap, conducting a gap analysis to identify where weaknesses lie, iteratively revising standards to incorporate AI-specific conditions, and examining them in depth to remove overlaps and new requirements. It adapts civil and military systems to deliver effective verification, validation, and continued airworthiness for AI systems.

Talent Development and Recruitment. Artificial intelligence technologies for weather forecasting, maintenance, and operational decision-making enhance readiness through optimising training. Hire AI specialists to monitor and refresh high-risk models under strict testing to provide long-term reliability and safety.

 

Conclusion

Military aviation is being transformed by artificial intelligence and automation. They provide capabilities that have never been seen before in terms of autonomy, decision-making, and logistics. They bring significant safety, ethical, and strategic problems, too. The future relies on man-machine collaboration, where AI augments human decision-making and not substitutes it. Through constant testing, adaptive certification standards, robust cybersecurity, and ethical governance, militaries are able to leverage AI potential while reducing risks. Ongoing global forums, such as 2025 panels, present cooperation and human control across the globe to ensure AI assists airpower responsibly, balancing capability and safety in driving sustainable advancement.

 

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References:-

  1. Cummings, M. L. (2017). Artificial intelligence and the future of warfare. Chatham House.
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748: STRIKING THE BALANCE: AIR COMBAT READINESS AND OPERATIONAL SAFETY IN MODERN WARFARE

 

Article for the IAF Flight Safety Magazine 

 

The fast-changing warfare environment in the 21st Century is characterised by heightened levels of technical complexity, multi-domain operations, and an increasing complexity of threats. Air forces now need to appropriately balance maintaining preparedness for air combat while also maintaining operational safety and security to meet a rapidly evolving future. Being able to navigate correct posture between these competing demands is vital for successful 21st Century air forces to be operationally effective, survivable and strategically resilient.

Air combat capability demands forces to deploy, survive, and fight successfully over the entire range of conflict at short notice. This necessitates continuous pilot training, strong aircraft maintenance, in-depth logistical support, and rapid incorporation of disruptive technologies like artificial intelligence (AI), precision-guided weapons, and network-centric systems. Operational safety, on the other hand, seeks to carefully manage risk during training, during deployment and, obviously, during combat. In fact, in the case of combat, the difference between tactical and operational safety is primarily intent: in combat, operational safety is still going to manage risk and reduce accidents, system failures, human error, and cyber threats to reliability and sustainment into the future.

The readiness-safety paradox is touchy: stressing too much safety results in undue caution in training and negates readiness for peer conflict, whereas focusing on readiness without adequate checks and balances raises mishap rates, attrition, and long-term vulnerability. With modern warfare becoming increasingly multi-domain, utilising unmanned platforms, hypersonics, and AI-enabled decision-making, this balance is complicated, and a holistic approach to both lethality and resilience will be needed.

There is a need to discuss the necessities of air combat preparedness, the value of operational safety, the dilemma of readiness versus safety, and solutions toward a sustainable equilibrium. Air forces need to be both razor-sharp spears, positioned to seize air superiority, and impenetrable shields, defending personnel, equipment, and networks from kinetic and non-kinetic threats. This balance is not an administrative issue per se—it is the foundation of deterrence credibility, mission survivability, and strategic resilience in contemporary conflict.

 

Air Combat Readiness Imperatives

Air combat readiness is the foundation of air power, providing air forces with the capability to deter aggression, project dominance, and shift instantly from peacetime to high-intensity conflict in contested multi-domain environments. It is a strategic resource characterised by the combination of human, technical, and organisational readiness encompassing four interconnected pillars:-

Crew Proficiency and Training Continuity. Airfighting readiness is predicated on Crew proficiency in mastering air-to-air, air-to-ground, electronic warfare, and beyond-visual-range (BVR) techniques. Sustained, realistic training, live-fire exercises, and simulated contested environments form combat reflexes and hone decision-making under duress. This promotes mental acuity and muscle memory for dynamic battlefields, essential to fighting against peer adversaries.

Aircraft Availability and Maintenance. High sortie production rates are reliant on sound maintenance programs and effective supply chains. Predictive diagnostics and new sustainment practices. Older fleets, especially in emerging air forces, are challenged by attrition and servicing complexity, highlighting the necessity for sophisticated maintenance doctrines to ensure operational availability.

Logistics and Dispersed Basing Resilience. Contemporary conflicts require tough basing and logistics that can weather enemy attacks, cyber interruptions, or disputed supply lines. A combat employment doctrine that is agile, like dispersing assets in several locations, improves survivability. Intra-theater dispersal and mobile support bases ensure prolonged operations, maintaining high sortie rates even in hostile environments.

Integration of Modern Technologies. Combat credibility is dependent on the smooth integration of networked sensors, stealth, hypersonics, AI-assisted decision support, unmanned teaming, and precision-guided munitions. These technologies speed response time, increase targeting precision, and increase the lethality envelope. Their non-adoption jeopardises delayed decision-making and decreased effectiveness against newer, high-end threats such as hypersonic weapons.

 

Importance of Operational Safety

Operational safety is important for air forces to be able to maintain combat readiness, while not suffering personnel or asset losses, or remaining resilient. Not only is it the prevention of accidents, but resource protection, human capital protection, and providing resilience to air forces’ operations in high-tempo, high-risk environments. Safety systems improve morale, credibility, and combat capability over lengthy and protracted conflicts, while weighing lethality against sustainability.

Safety is not some timidness, but is an enabler to assist readiness, both replicable and resilient. Operational safety ensures that readiness is doable and maintains efficacy over time, without suffering losses that cannot be sustained, that erode combat capabilities. Historically, the loss of aircraft during peacetime accidents has outstripped hostile action, illustrating that there needs to be systematic (professional) risk reduction. Important aspects of operational safety to meet our objectives include: –

Protection of Human Capital. Pilots and aircrews are the product of years of training and investment and, as such, are unique assets. Safety procedures like Crew Resource Management (CRM) reduce the risk associated with fatigue, stress, and mental overload, which are prime causes of aviation accidents. Survival systems guarantee crew safety in training and combat, and maintain a healthy workforce that can sustain long battles.

Asset Preservation. Contemporary aerospace platforms, such as stealth aircraft or AWACS, are expensive national investments. Avoidable accidents degrade force structure, erode deterrence credibility, and have major strategic and psychological consequences. Stringent inspections, predictive modelling, and maintenance procedures ensure high mission-capable rates, keeping platforms online and available.

Cyber and Information Resilience. Safety really goes beyond just mechanical parts- it also means protecting the digital world through cybersecurity and electronic safeguards. With threats like hostile cyber attacks, spoofing, and supply chain issues, the flight controls, navigation systems, and command networks face real risks. Strong cyber defences and resilient systems are important to keep everything running smoothly, even in challenging environments.

 

The Readiness–Safety Dilemma and Key Challenges

The confrontation between combat readiness and safety is a core dilemma for contemporary air forces. Readiness necessitates stretching boundaries in order to anticipate high-intensity, multi-domain conflict, and safety necessitates risk mitigation in order to provide sustainability. Exaggerating safety breeds caution that can blunt readiness, but unbridled readiness stimulates attrition, weakening enduring credibility. This dilemma is compounded by changing threats and dwindling resources, with a number of key challenges influencing the balance. Key challenges include:-

Training Realism versus Risk Mitigation. Realistic training like low-level manoeuvres, low-altitude operations, night operations, and live-fire is similar in intensity to peer-level combat but increases the risk of accidents. Excessive safety measures like restricted flight envelopes minimise accidents but can render the crew ill-prepared for unencumbered war. Balancing realism with risk mitigation is essential to bridge training and combat realities without putting crews at risk.

Sustainment and Maintenance Challenges. Operational tempos that are high speed up the wear-and-tear of aircraft, and higher risks of mechanical failures arise. Quick repairs improve short-term availability but degrade safety if done hastily. Ageing fleets aggravate this problem. Data analytics predictive maintenance can anticipate failures, but resource shortages tend to compel trade-offs that handicap fleet readiness or long-term reliability.

Resource Shortages and Indigenisation. Most air forces suffer from part shortages, skilled technical manpower, and contemporary platforms due to over-dependence on foreign sources or sanctions. Indigenisation attempts at building indigenous systems minimise dependence but threaten to incorporate untested technologies that undermine safety. On the other hand, excessive dependence on legacy platforms or rationing limited spares compromises readiness with a flimsy trade-off of innovation with reliability.

Crew Exposure. Combat preparedness demands that the crew accumulate considerable experience on platforms and mission tasks through high rates of flying hours. Greater exposure increases fatigue, accident potential, and mental overload, especially for smaller air forces with low crew reservoirs. Creating training regimens that induce realistic stress without ruinous risk is critical in order to keep pilots qualified and retained.

Navigating the Dilemma. The readiness–safety dilemma requires adaptive responses to maintain air forces as lethal and sustainable. Excessive caution threatens to create forces not hardened for combat’s harshness, while unrestrained aggression causes unsustainable losses. Through addressing these challenges by innovative sustainment, balanced training, and resource stewardship, air forces can balance readiness and safety to maintain credible combat power in dynamic, high-stakes environments.

 

Means of Establishing the Balance

A state of harmony between operational safety and air combat readiness can only be attained through cohesive, systemic approaches that integrate technology, training, doctrine, and organisational culture. Integrated strategies make air forces lethal, effective, and resilient without affecting sustainability, thus resolving the readiness-safety challenge through synergistic priorities. Key strategies include:-

Integration of Risk Management. Integrating risk management into operational planning meets realism with safety. Calibrating risk, for instance, by limiting risky manoeuvres to trainees but permitting them for veteran crews, air forces prevent combat-relevant training with disastrous consequences. Automated systems need to be introduced that recognise and counter vulnerabilities through statistical readiness indicators.

Technological Integration and Predictive Maintenance. AI-based predictive maintenance, digital twins, and aircraft health monitoring systems predict mechanical failure, cutting downtime and accident rates. On modern platforms, these capabilities maintain high mission-capable rates while improving safety, enabling readiness and reliability without compromise.

Advanced Simulation and Hybrid Training. Cutting-edge simulators, such as virtual and augmented reality, mimic sophisticated combat situations such as BVR engagements, electronic warfare, and hypersonic threats at low physical hazard. Hybrid models, combining simulated and live missions, cross the realism-safety divide, providing combat exposure with decreased mishap probabilities.

Training and Crew Resource Management (CRM). Improved CRM systems promote teamwork, communication, and awareness in situ among pilots, ground staff, and command centres. In integrating safety culture into readiness exercises, CRM minimises human-factor mistakes while preserving operational aggressiveness, building a workforce that excels at operating in high-stress environments.

Network-Centric and Beyond Visual Range (BVR) Focus. Contemporary warfare focuses on network-centric operations and BVR engagements. Expertise in AWACS integration, datalink coordination, and multi-asset synchronisation raises lethality while lowering dependence on close-in, high-risk manoeuvres. Cyber safety procedures also guarantee robustness in contested digital environments.

Doctrinal Flexibility and Comprehensive Workforce Development. Doctrinal Flexibility and Comprehensive Workforce Development. Flexible doctrines vary training intensity, balancing geopolitical environments and conditions of forces, understanding that readiness for peer-level confrontation comes at a cost of safety in lower intensity operations. Comprehensive workforce development—from aircrew to engineers to data professionals to AI professionals—involves shared accountabilities for readiness and safety within the entire enterprise, improving flexibility and resilience.

Joint Doctrine Development. In operations across multiple domains, joint doctrine aligns air, space, cyber, and land operations, providing interoperability and minimising accidents with common standards of safety. Deconflicting air routes, safeguarding data networks, and adding unmanned systems increases readiness and security collectively in a coalition war.

Holistic Integration. These approaches cumulatively close the readiness-safety gap by capitalising on technology, innovative training, and flexible doctrines. Through treating readiness and safety as complementary, air forces can maintain combat credibility, reduce losses, and guarantee resilience in dynamic, high-stakes environments, reconciling lethality with long-term operational sustainability.

 

The Future Landscape

The safety-readiness balance will become increasingly dynamic with the evolution of air combat through multi-domain operations (MDO), unmanned systems, hypersonic systems, and artificial intelligence (AI)-based decision-making. These emerging dynamics create new vulnerabilities and safety issues while augmenting combat effectiveness, necessitating air forces to establish a dynamic equilibrium that regularly rebalances readiness and safety. Key emerging dynamics include:-

Multi-Domain Operations (MDO). Air power will converge with cyber, space, EW and info domains to tap into C5ISR ecosystems for greater situational awareness and near-real-time responses. While this enhances lethality, it also heightens systemic vulnerabilities, which require strong safety measures to safeguard interdependent networks and ensure operational resilience across domains.

Unmanned and Autonomous Systems. Drones and AI systems can perform high-risk operations with limited pilot exposure. Manned-unmanned teaming and swarming technologies facilitate adaptive decentralised operations, but pose dangers such as biases in AI, cyberattacks, and autonomous-crewed asset collisions. New safety paradigms are needed to provide reliability and ethical responsibility.

Hypersonic and Directed Energy Weapons. Hypersonic weapons shorten decision cycles, necessitating readiness for extremely rapid engagements and innovative C5ISR integration. These vehicles and weapons place extreme stress on aircrew and system resources, necessitating advanced safety features to control risk while preserving combat effectiveness against transient engagement opportunity sets.

AI-Based Decision-Making. AI speeds up decision loops, increasing readiness in uncertain situations. But dependence on algorithms threatens transparency, adversary tampering, and misperceptions in targeting or sensor data interpretation. Strong safety nets must balance AI-lethality with operational dependability.

Navigating the Future. The future beckons for a dynamic, readiness-safety balance theme, supported by software-enabled, swift updating and agile doctrines. Air forces should invest in AI-enabled autonomous systems, establish unmanned safety frameworks, and continue to integrate multi-domain sensors to inhibit anti-access and area-denial adversaries. By developing air force capabilities to solve ethical, safety, and reliability questions, an air force can achieve resilience and lethality in a rapidly more complex battlespace.

 

Conclusion

Operational safety is closely tied to air combat readiness and preparedness. Safety will always come first, as ensuring the safety of flight operations for personnel and equipment ensures sustainability and survivability over the long term. Readiness and preparedness do not take a backseat, though; they are vital when the air forces find themselves required to operate in a contested environment and have to compete in a high-stakes environment. Finding the correct balance between operational safety, innovation, some availability of the aircraft, and training that is realistic while not lax, burnout, or unreliable is the balance the air forces want to strike for their personnel and aircraft. This is achieved through combinations of predictive maintenance, better crew resource management, improved simulation, getting better at integrating risk management and training pilots around flexible joint doctrine. The amount of risk with air power is increasingly mitigated with the input of AI, hypersonic strikes, and autonomous systems. However, operational safety and operational readiness have become even more insidious and complex than before, as they are intertwined. Too much focus on readiness equals unnecessary accidents and exposure to fatigue and technical issues, and too much caution equals an untested force with no capability for peer-level fight. Operational safety must balance preclusion of risk with credibility to deter enemy forces. Air forces must configure their technologies and risk management to be conducive to preserving our people and our assets and operational commitments and deterrence while rapidly adapting to change by technology, threats and geopolitics. Ultimately, air power needs to be focused on the safe conduct of operations, but air forces must treat readiness and safety as two vital and interconnected pillars.

 

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Disclaimer:

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References:-

  1. “Advances in Human Factors and Simulation”, Proceedings of the International Conference on Human Factors and Simulation, July 24-28, 2019.
  1. Deptula, D. A., “Air Power in the Age of Multi-Domain Operations”, Mitchell Institute for Aerospace Studies, 2020.
  1. Johnson, J. S., “Artificial Intelligence and the Future of Warfare: The Impact of AI on Military Operations”, Manchester University Press, 2021.
  1. Reason, J. “Managing the Risks of Organisational Accidents”. Ashgate Publishing, 2018.
  1. Bommakanti, K., & Mohan, S. (2024). Emerging Technologies and India’s Defence Preparedness. Observer Research Foundation.
  1. Pant, H. V., & Bommakanti, K. (2023). Towards the Integration of Emerging Technologies in India’s Armed Forces. ORF Occasional Paper No. 392, Observer Research Foundation.
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