Indian Army puts up a show with homegrown dual-use AI systems


Indian Army's Homegrown Dual-Use AI Systems — UPSC Study Note


1. At a Glance


2. Why in the News


3. Background & Evolution

Year Milestone
2018 MoD constituted a Defence AI Task Force; DRDO began AI integration roadmap.
2019 Defence AI Project Agency (DAIPA) established under MoD to coordinate AI adoption across armed forces.
2022 Army released its AI Road Map 2022–27; TERRIER Cyber Quest series launched.
2023 Akashteer — AI-enabled, automated Air Defence Control & Reporting System — inducted; jointly developed by BEL, DRDO, ISRO. [S2]
2024 IndiaAI Mission notified with ₹10,371.92 crore outlay (2024–29); MeitY as nodal ministry. [S3]
2025 TERRIER Cyber Quest 2025: National Cyber Challenge focussed on AI, ML, Quantum and Drone tech by Indian Army. [S2]
Feb 2026 Army's AI showcase at India AI Impact Summit; multiple dual-use platforms unveiled. [S1][S4]

4. Core Static Facts

Systems Unveiled at India AI Impact Summit 2026 [S1]:

System Type Key Function
AI Examiner EdTech / Training Automated assessment & feedback; modernises Army education framework
SAM-UN Geospatial + AI Situational awareness, mission planning, disaster response, smart command centre integration
EKAM (AI-as-a-Service) Sovereign Cloud Air-gapped, indigenous AI cloud; ensures data sovereignty & secure processing of sensitive data
PRAKSHEPAN Climatology / Disaster Prediction AI-driven; early alerts for landslides, floods, avalanches
XFace Biometric Security AI-powered facial recognition for identity verification
Deepfake Detection System Cyber / Cognitive Counters synthetic media manipulation
AI Cyber Security System Cyber Defence Counters malware, evolving cyber threats to critical infrastructure

Key Institutional / Policy Facts: - Nodal Ministry for IndiaAI Mission: Ministry of Electronics & Information Technology (MeitY). [S3] - IndiaAI Mission outlay: ₹10,371.92 crore (2024–29). [S3] - Under IndiaAI Mission: Sovereign GPU cluster of 3,000 next-gen GPUs for strategic/defence applications being constructed. [S4] - Total GPUs provisioned under IndiaAI Mission so far: 38,000+, with 20,000 more to be added. [S4] - AI Summit Declaration: Endorsed by 92 countries and international organisations. [S4] - EKAM is described as "air-gapped" — physically isolated from unsecured networks, critical for handling classified military data. [S1] - Dual-use AI is defined by MoD as technology capable of both fuelling economic growth AND providing military superiority. [S2]


5. Multi-Dimensional Analysis

Scientific / Technological

Geopolitical / Strategic

Ethical / Governance

Administrative / Implementation

Economic

Legal / Constitutional


6. Recent Developments (Last 12–18 Months)


7. Prelims Hooks (High-Density Factual Bullets)

  1. The India AI Impact Summit 2026 was held at Bharat Mandapam, New Delhi on February 17–18, 2026. [S4]
  2. It was the first global AI summit hosted in the Global South. [S4]
  3. The AI Summit Declaration was endorsed by 92 countries and international organisations. [S4]
  4. The Indian Army's sovereign AI cloud platform is named EKAM (AI-as-a-Service); it is air-gapped and indigenous. [S1]
  5. PRAKSHEPAN is an AI-driven climatology and disaster prediction system for landslides, floods, and avalanches. [S1]
  6. SAM-UN is a geospatial + AI situational awareness system designed for mission planning and disaster response. [S1]
  7. XFace is the Indian Army's AI-powered facial recognition system for identity verification. [S1]
  8. AI Examiner is the Army's automated assessment and feedback platform for education and training modernisation. [S1]
  9. Nodal ministry for IndiaAI Mission: Ministry of Electronics & Information Technology (MeitY). [S3]
  10. IndiaAI Mission outlay: ₹10,371.92 crore for 2024–29. [S3]
  11. Under IndiaAI Mission, a sovereign GPU cluster of 3,000 next-generation GPUs is being constructed for strategic/defence applications. [S4]
  12. Akashteer — AI-enabled Air Defence Control & Reporting System — was developed jointly by BEL, DRDO, and ISRO. [S2]
  13. The concept of dual-use AI is officially defined by MoD as technology that can fuel economic growth AND provide military superiority. [S2]
  14. TERRIER Cyber Quest 2025 was an Indian Army national cyber challenge focused on AI, ML, Quantum, and Drone technology. [S2]
  15. The Army's display at the India AI Summit featured systems countering deepfakes — a novel cognitive warfare threat. [S1]

8. Mains Relevance

GS Paper Mapping:

GS Paper Specific Syllabus Heading
GS-III Defence technology and indigenisation; Cybersecurity; Disaster management; Science & Technology — developments & their applications
GS-II Government policies and interventions; International relations — India's soft power and multilateral engagements
GS-IV Ethical issues in use of AI; Surveillance and privacy

Plausible Mains Question Stems: 1. "The Indian Army's dual-use AI initiative marks a convergence of defence modernisation and civilian technology governance. Critically examine the opportunities and challenges." (GS-III) 2. "With India hosting the first AI Summit in the Global South, evaluate how AI can be leveraged as an instrument of both hard and soft power." (GS-II / GS-III) 3. "Air-gapped sovereign AI platforms are essential for data security in military applications, but raise interoperability concerns with allies. Discuss in the context of India's defence AI roadmap." (GS-III)


9. Related Topics to Study Next

  1. IndiaAI Mission (MeitY) — Direct policy umbrella under which the Army's AI capability sits; exam-heavy on budget, GPU targets, nodal ministry.
  2. Defence Acquisition Procedure (DAP) 2020 — Governs indigenous procurement; "Make in India" categories for defence tech.
  3. Akashteer Air Defence System — Operational AI-enabled system; useful contrast to the nascent dual-use platforms.
  4. Digital Personal Data Protection (DPDP) Act 2023 — Legal framework governing XFace/biometric systems; rights vs. security trade-off.
  5. Cognitive Warfare / Information Warfare — Deepfake detection system's context; India's doctrine for the information domain.
  6. UN Peacekeeping and India's Role — SAM-UN integration; India is historically among the top troop-contributing nations.
  7. Disaster Management Act 2005 & NDMA — PRAKSHEPAN's civilian application domain; linkage with NDMA early warning systems.
  8. Atmanirbhar Bharat in Defence — Broader policy context for indigenous R&D, DRDO reforms, defence export targets.

10. Common Errors / Trap Areas

  1. EKAM ≠ EKLAVYA: EKAM is the Army's AI-as-a-Service cloud; EKLAVYA is the AI tutoring project under IITs. Do not confuse the two.
  2. IndiaAI Mission nodal ministry is MeitY, not MoD — even though the Army's AI platforms were displayed at the AI Summit; military use is downstream application, not the mission's administrative home.
  3. Akashteer is operational; the Summit platforms are at showcase/development stage — Akashteer is inducted; EKAM, PRAKSHEPAN etc. were displayed, not necessarily fully deployed.
  4. Bharat Mandapam ≠ Pragati Maidan exclusively — Bharat Mandapam is a convention centre built at Pragati Maidan, New Delhi; naming both in answers without clarification can mislead.
  5. "Dual-use" does not mean civilian-only — It specifically means a technology designed for both military and civilian applications simultaneously; exam traps may present it as merely a civilian technology "also used" by the military.

11. Sources

  • NRAA-Funded Wild Rice Conservation Project Secures Major Milestone in Assam
    NRAA-Funded Wild Rice Conservation Project Secures Major Milestone in Assam

    The notification of Borjuli site in Sonitpur, Assam as a Biodiversity Heritage Site under an NRAA-funded wild rice conservation project is a named, verifiable fact. Biodiversity Heritage Sites and wild crop genetic resource conservation are tested Prelims topics.

  • India Advances Global Green Hydrogen Leadership under National Green Hydrogen Mission

    Under the National Green Hydrogen Mission (NGHM), a landmark commercial deal for green ammonia and methanol export to Japan (IHI Corporation named) is a concrete outcome. India's green hydrogen ambitions and NGHM are recurring Prelims themes; this adds a factual export-deal hook.

  • NITI Aayog launches report on "Strategic Roadmap for Making Ayurveda Global"
    NITI Aayog launches report on "Strategic Roadmap for Making Ayurveda Global"

    A named NITI Aayog report on Ayurveda's global expansion is testable as a policy document. NITI Aayog reports, AYUSH sector initiatives, and traditional medicine diplomacy are recurring Prelims themes; the report's launch date and authoring body are clean factual hooks.

  • INDIAN NAVAL SHIP TRIKAND RESPONDS TO PIRACY ATTEMPT ON MV GOLDEN ARSENAL IN THE GULF OF ADEN

    A named Indian Navy anti-piracy operation with specific ship (INS Trikand — identified as a stealth frigate), vessel flag state (St. Vincent and the Grenadines), and location (Gulf of Aden) offers testable facts. India's maritime security operations are plausible Prelims hooks but appear occasionally, not frequently.

  • Union Minister Shri Shivraj Singh Chouhan launches nationwide ‘Viksit Bharat – G-Ram G Act’ from Andhra Pradesh with Chief Minister Shri Chandrababu Naidu and Deputy Chief Minister Shri Pawan Kalyan

    A newly named nationwide scheme launched by the Rural Development ministry that explicitly positions itself as moving 'beyond MGNREGA' is potentially testable. However, the excerpt lacks concrete numbers or statutory grounding, keeping it at 3 rather than 4.

  • MANAS: A Digital Shield Against Drugs

    MANAS is a named government digital initiative (national narcotics helpline) with a specific mandate under Nasha Mukt Bharat. Named government portals/helplines with specific functions are tested in Prelims, though this release is a backgrounder without new launch data.

  • VB-G RAM G Act comes into force across the country from today; “A historic day for rural India”: Shivraj Singh Chouhan

    The VB-G RAM G Act (likely a renamed/revised MGNREGA or rural employment guarantee framework) came into force across India from July 1, 2026. Key facts: national launch in Tirupati on July 2; revised wage rates notified with no daily wage below ₹300; national average wage increased by over 10%. A new central Act coming into force with specific wage figures is high-priority Prelims material.

  • India Achieves Major Milestone with Approval of Country’s First PinS Instrument Approach Procedure for Helicopter Operations

    DGCA approved India's first Private Point-in-Space (PinS) Instrument Approach Procedure for helicopter operations, implemented at Undavalli Heliport (developed by AAI). This is a named first in Indian aviation with a specific location and implementing body — classic Prelims material for science/tech and aviation sections.

  • 11 Years of Digital India: Better Healthcare & Digital Markets Making Lives Easier

    This release contains high-quality testable data: Greece is named as the 10th country to adopt UPI; every second real-time digital transaction globally is processed via India's UPI; 13 lakh Anganwadi workers connected via Poshan Tracker covering 9 crore beneficiaries. Multiple concrete facts that are prime Prelims material.

  • India, EU Advance Cooperation on Sustainable Ship Recycling; Three Indian Yards Ready for EU Recognition

    India has a 35.4% global market share in sustainable ship recycling. Three Indian ship-recycling yards are ready for EU recognition. India committed $8 billion to strengthen shipbuilding and recycling, with a target of recycling 16,000 ships. These are specific, verifiable figures in a sector where India leads globally — strong Prelims material on maritime/shipping sector.

  • GAGAN: Navigating India’s Skies with Precision

    Detailed backgrounder on GAGAN (GPS Aided GEO Augmented Navigation), India's Satellite-Based Augmentation System developed jointly by ISRO and Airports Authority of India (AAI). It enhances GPS accuracy for aviation, is certified to international standards, and supports satellite-based landing approaches. GAGAN is a recurring Prelims topic and this backgrounder consolidates key testable facts about its developers, purpose, and certification status.

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