After retiring from the Indian Army in 2017, I found myself asking a simple but persistent question: what happens to knowledge when experienced people leave service? Having spent decades in maintenance, repair, and overhaul (MRO), I realized that the practical wisdom sustaining military readiness was rarely documented or shared widely. With help from my son and support from colleagues and senior veterans, I began building digital platforms that grew into the MRO Channel Forum. Through articles, webinars, discussions, and YouTube interviews, we created a space where professionals could exchange ideas on defense technology, logistics, and strategy. What began as a retirement experiment became a living repository of knowledge, lifelong learning, and intergenerational collaboration.

Artificial intelligence is transforming software development by enabling even non-programmers to create applications through “vibe coding.” AI can automate coding, testing, and business workflows, making software creation faster and more accessible. However, when software is built for clients, reliability, security, maintenance, and accountability become critical. In such cases, software engineers remain essential for understanding systems, validating AI-generated code, fixing issues, and ensuring long-term stability. AI also introduces economic and technical challenges, including token costs, infrastructure expenses, messy code, and AI hallucinations. Rather than replacing software engineers, AI is reshaping their role into one focused on supervision, integration, judgment, and system management.

Recent conflicts show that smaller nations can now challenge traditional superpowers, reflecting a major shift in military power. After World War II, industrial capacity became central to warfare, evolving into advanced military-industrial ecosystems during the Cold War. Since the 1990s, warfare has transitioned from mass production to precision and technology-driven systems. With the spread of digital tools, drones, and missile technologies, military capabilities are no longer limited to a few dominant nations. Power is now more distributed and fluid, requiring adaptability and innovation. As a result, global dominance is less certain, and the balance of power is increasingly shaped by technological integration and strategic flexibility.

Aviation’s environmental impact extends beyond flight operations, with Maintenance, Repair, and Overhaul (MRO) playing a critical role in emissions across the aircraft lifecycle. Engine degradation, aerodynamic inefficiencies, and excess weight increase fuel burn, while predictive and condition-based maintenance restore efficiency and reduce emissions. Digital MRO, sustainable materials, and green infrastructure further support decarbonization. Lifecycle decisions—whether to extend aircraft life or replace with newer models—must balance operational efficiency against embedded carbon. Regulators increasingly integrate environmental standards into maintenance practices. Overall, a data-driven, sustainability-focused MRO approach is essential to achieving meaningful, long-term reductions in aviation’s environmental footprint.

Artificial Intelligence is transforming military operations by enhancing data processing, decision-making, and logistics efficiency, especially at command and control levels. However, its effectiveness is constrained in contested battlefield environments where communication is limited or disrupted. Over-reliance on AI risks eroding human expertise, making dual capability essential. Like in MRO systems, strong fundamentals, resilience, and human skills remain critical. AI must be integrated thoughtfully, with focus on indigenous development, edge computing, and lifecycle support. Ultimately, warfare remains adaptive and uncertain, and AI is a tool—not a substitute—for trained personnel and robust operational systems.

Recent conflicts in Europe and the Middle East highlight the growing impact of asymmetric technologies such as drones and low-cost precision systems that can challenge expensive traditional military platforms. This shift suggests that technological advantage is no longer determined solely by the size of a nation’s military industrial base. Smaller or mid-level defence ecosystems can now develop niche capabilities that produce disproportionate battlefield effects. For countries like India, this creates an opportunity to strengthen innovation through startups, MSMEs, and digital technologies. While traditional defence manufacturing remains essential, the future battlefield will increasingly favor agile innovation ecosystems capable of rapidly developing disruptive and cost-effective military technologies.

India’s aerospace ecosystem is showing encouraging momentum through both innovation and manufacturing expansion. Green Aero Propulsion has successfully fired an indigenous sub-kilonewton jet engine, demonstrating progress in small turbojet propulsion for drones and unmanned systems. At the same time, Belrise Industries is expanding into global aerospace precision engineering, leveraging its strong automotive manufacturing base. Together, these developments signal the emergence of a broader industrial opportunity: building domestic capabilities in propulsion technologies, advanced materials, additive manufacturing, and aerospace components. If supported by collaboration between startups, MSMEs and large manufacturers, India could strengthen its position in global aerospace and defence supply chains.

India’s ambition to emerge as a global Aircraft Maintenance, Repair and Overhaul (MRO) hub is gathering momentum, driven by rapid fleet expansion, policy support under “Make in India,” and increasing civil–military convergence. However, this growth trajectory exposes a structural vulnerability of “demi-formal” nature of Aircraft Maintenance Engineer (AME) education. While CAR-147 regulatory compliance ensures licensing standards, the prevailing education model remains largely examination oriented, operating outside mainstream engineering accreditation frameworks and offering limited systems-level depth. As modern aircraft evolve into highly integrated digital ecosystems requiring data driven diagnostics, composite expertise and predictive maintenance analytics, procedural competence alone is insufficient.
The article argues that the current asymmetry between infrastructure expansion and human capital development poses long term strategic risks to India’s MRO competitiveness. To address these challenges, the article advocates structural reform through alignment of AME programs with accredited engineering pathways, strengthened laboratory and research ecosystems, embedded business and quality education and enhanced civil–military synergy. Moving beyond compliance toward comprehensive engineering excellence is positioned as essential for sustaining India’s long-term aerospace credibility and realizing its MRO ambitions.

Talent is the new gold, driving technology and innovation worldwide. India, with an expected 18 million STEM graduates annually by 2027, is a major source of global talent. Yet, large numbers still go abroad—8.95 lakh in 2023—though visa restrictions and lifestyle improvements at home are shifting trends. Multinationals are capitalizing by setting up Global Capability Centers in India, now 1,700 strong, employing 1.9 million. To maximize this potential, India must improve STEM education quality, strengthen IP retention, and create world-class career opportunities. Success could transform India into a global innovation hub, retaining talent and fostering unicorns at home.

The NDTV Defence Summit highlighted key themes shaping India’s defence preparedness. The focus must remain on products over processes, ensuring timely delivery of effective systems like the Akash missile. While checks and balances are vital, they should not delay outcomes. Agentic AI can streamline procurement, reducing timelines drastically. Supporting innovation and MSMEs through financing, grants, and possibly an Atmanirbhar Bharat Bank is crucial. Indigenous systems, though not perfect initially, provide resilience, supply chain assurance, and long-term sustainability, especially in conflict. The seminar reinforced that defence effectiveness rests on innovation, indigenous capability, and a balance between accountability and delivery.