Relevance:
Prelims – Dokka Seethamma Midday Meal Scheme, State-level welfare initiatives;
Mains: GS II – Welfare Schemes & Social Sector Development

Important Keywords

For Prelims:

  • AI in Governance, Data Analytics, School Nutrition Programme, Transparency in Welfare Schemes, Digital Monitoring, Service Delivery Reform, Evidence-based Governance

For Mains:

  • Digital Governance, Precision Agriculture, Land Reforms through Drone Mapping, Infrastructure Monitoring, Disaster Response Technology, Border Surveillance, Drone-as-a-Service (DaaS), Regulatory Liberalisation, Indigenous Manufacturing, Skill Development in Unmanned Aerial Systems, Technological Self-Reliance, Innovation-Driven Public Service Delivery

Why in News?

  • The Andhra Pradesh School Education Department signed a Memorandum of Understanding (MoU) with the International Innovation Corps (IIC) to improve implementation of the Dokka Seethamma Midday Meal Scheme.
  • The initiative aims to enhance transparency, monitoring, and efficiency in school nutrition programmes using technology and data-driven tools.
Image source: Indian Express

Key Highlights

  • MoU signed at the office of the Secretary, Department of Human Resource Development, Vijayawada.
  • Collaboration with International Innovation Corps (IIC) under the Chicago University Trust (India).
  • Programme coverage:
    • Nearly 3.23 million students
    • Across 42,230 schools and colleges in Andhra Pradesh.
  • Focus on improving service delivery of the Midday Meal Scheme.

Objectives of the MoU

  • Strengthen transparency and accountability.
  • Improve monitoring and implementation efficiency.
  • Reduce administrative burden on officials.
  • Enable evidence-based decision-making.

Technological Interventions

  • Use of Data Analytics and Artificial Intelligence (AI).
  • Accurate estimation of student attendance for meals.
  • Monitoring nutritional standards.
  • Real-time tracking and streamlined reporting systems.

Stakeholders Involved

  • Andhra Pradesh School Education Department.
  • International Innovation Corps (IIC).
  • Department of Human Resource Development officials.
  • Midday Meal Scheme administration authorities.

Significance

  • Enhances nutritional programme governance.
  • Supports better child health and learning outcomes.
  • Promotes digital governance in welfare schemes.
  • Reduces leakages and improves resource utilisation.

CARE MCQ

Q. The recent MoU signed by Andhra Pradesh with the International Innovation Corps primarily aims to:

  1. A. Privatise school meal programmes
    B. Improve monitoring and transparency using AI and data analytics
    C. Replace the existing Midday Meal Scheme
    D. Introduce paid meals in schools

    Answer: B

    Explanation:

    The partnership focuses on using AI and data analytics to enhance monitoring, transparency, attendance estimation, and nutritional tracking under the Midday Meal Scheme.

Source: The Indian Express

Relevance:
Prelims: Budget allocation trends, Fiscal deficit and interest payments, GS III – Indian Economy & Public Finance

Important Keywords

For Prelims:

  • Union Budget 2026 • Budget Allocation Share • Fiscal Deficit • Interest Payments • CMIE Data • Infrastructure Spending • Roads & Railways Allocation • MSME Contribution • Health Ministry Allocation • Skill Development Ministry • Public Expenditure Trends • Debt Servicing • Social Sector Spending

For Mains:

  • Infrastructure-led Growth • Human Capital Investment • Inclusive Growth • Public Finance Priorities • AI Disruption & Labour Market • Self-Reliance vs Trade Liberalisation • Employment Generation • Fiscal Sustainability • Social Sector Underinvestment • Structural Transformation • Economic Resilience • Developmental State Priorities • Productivity vs Welfare Balance

Why in News?

  • After the presentation of Union Budget 2026, debate has emerged regarding whether government spending priorities match India’s evolving economic challenges.
  • Major developments such as the India–US trade negotiations, rapid rise of Artificial Intelligence (AI), and changing global geopolitics have shifted focus toward evaluating Budget allocations and policy preparedness.
  • Analysis of ministry-wise expenditure shares reveals the government’s real policy priorities.

Background Context

  • Many previous Budgets were overtaken by major economic shocks:
    • 2019: Corporate tax cut altered fiscal math.
    • 2020: COVID lockdown and recession.
    • 2021: Severe pandemic wave.
    • 2022: Russia–Ukraine war triggered inflation.
    • 2024: General election altered policy priorities.
    • 2025: US tariff policies created uncertainty.
  • Budget planning increasingly faces unpredictable global and technological disruptions.

Core Policy Question

Whether India’s public expenditure priorities adequately prepare the economy for:

  • AI-driven structural change,
  • Trade liberalisation pressures,
  • Employment generation,
  • Skill shortages,
  • Healthcare inequality,
  • Environmental and social challenges.

India’s Policy Dilemma

India is simultaneously:

  • Promoting self-reliance (Atmanirbhar Bharat), and
  • Expanding Free Trade Agreements (FTAs).

This creates tension between protection and global competition while AI introduces further uncertainty.

Method of Analysis

  • Focus is on share of ministries in total budget spending, not absolute expenditure.
  • Relative share indicates true policy priority.
  • Data analysed from 2009 onwards using CMIE Economic Outlook database.

Key Findings from Budget Allocation Trends

1. Overall Budget Growth

  • Union Budget size grew at an average 10.4% annually since 2009.
  • Most ministries receive higher funds in absolute terms.
  • Policy priority determined by change in expenditure share.
Image source: Indian Express

2. Infrastructure Gets Highest Priority

  • Ministries of Road Transport and Railways saw sharp increase in share post-pandemic.
  • Combined share rose:
    • From less than 4% (2009)
    • To nearly 11% of total spending.
  • Objective:
    • Improve connectivity,
    • Reduce logistics costs,
    • Boost economic efficiency.
Image source: Indian Express

3. Agriculture Spending

  • Share increased gradually but not dramatically.
  • Indicates continued but moderate priority toward rural economy.

4. MSME Sector – Major Mismatch

  • Receives only 0.24% of total Budget spending.
  • Contradiction because:
    • Second-largest employer after agriculture.
    • Contributes ~30% of GDP.
    • Accounts for over 45% of exports.
  • Gap between policy rhetoric (“Champion MSMEs”) and actual spending.
Image source: Indian Express

5. Health & Family Welfare

  • Allocation share stagnant over long term.
  • Declined after peak in 2017–18.
  • Concern due to:
    • Largest global population,
    • Unequal healthcare access.

6. Rising Interest Payment Burden

  • Interest payments sharply increased.
  • Around 1 in every 4 rupees spent by government goes toward debt interest.
  • Indicates:
    • Growing repayment pressure despite fiscal deficit management.
Image source: Indian Express

7. Declining Priority Ministries

Reduced relative allocations to:

  • Defence (share lower than past levels)
  • Panchayati Raj
  • Statistics & Data systems
  • Drinking Water & Sanitation
  • Women & Child Development
  • Tourism sector (share nearly vanished)

Possible long-term developmental consequences.

Image source: Indian Express
Image source: Indian Express
Image source: Indian Express

8. AI Era Preparedness Concerns

  • Skill Development Ministry share declined:
    • 0.06% → 0.05%
  • Education spending share also declining.
  • Raises concerns about workforce readiness for AI-led transformation.

Economic Interpretation

Budget trends suggest:

  • Strong investment in physical infrastructure.
  • Relatively weaker investment in human capital.

Echoes economist John Kenneth Galbraith’s warning:

Governments often overinvest in things and underinvest in people.

Broader Economic Implications

  • Infrastructure growth may improve productivity.
  • Weak human capital investment may limit long-term growth.
  • AI and global competition could worsen inequality without skill upgrades.
  • Rising interest burden may crowd out developmental spending.

UPSC PYQ

Q1. What is the difference between “vote-on-account” and “Interim Budget”? (2011)

  1. The provision of a “vote-on-account” is used by a regular Government while an “interim budget” is a provision used by a caretaker Government.
  2. A “vote-on-account” only deals with the expenditure in Government’s budget, while an “interim budget” includes both expenditures and receipts.
Which of the statements given above is/are correct? (a) 1 only (b) 2 only (c) Both 1 and 2 (d) Neither 1 nor 2 Ans: (b) Q2.  Along with the Budget, the Finance Minister also places other documents before the Parliament which include ‘The Macro Economic Framework Statement’. The aforesaid document is presented because this is mandated by (2020) (a) Long standing parliamentary convention (b) Article 112 and Article 110(1) of the Constitution of India (c) Article 113 of the Constitution of India (d) Provisions of the Fiscal Responsibility and Budget Management Act, 2003 Ans: (d)

CARE MCQ

Q. Which sector witnessed the largest increase in budget share after the pandemic?

A. Health B. Infrastructure (Roads & Railways) C. Skill Development D. Tourism Answer: B After the pandemic, the government increased spending mainly on infrastructure sectors like Roads and Railways to boost economic recovery, create jobs, and improve connectivity. Their share in total budget expenditure rose significantly compared to other sectors.

Relevance:
GS Paper II – Governance; GS Paper III – Science & Technology,

Important Keywords

For Prelims:

  • Drone Ecosystem, Drone Rules 2021, Digital Sky Platform, eGCA, Remote Pilot Certificate (RPC), Unique Identification Number (UIN), Green Zone Airspace, Production Linked Incentive (PLI), GST on Drones (5%), Namo Drone Didi Scheme, SVAMITVA Scheme, NHAI Drone Monitoring, NECTAR, RPTO (Remote Pilot Training Organisation), NIDAR, SwaYaan Programme

For Mains:

  • Digital Governance, Precision Agriculture, Land Reforms through Drone Mapping, Infrastructure Monitoring, Disaster Response Technology, Border Surveillance, Drone-as-a-Service (DaaS), Regulatory Liberalisation, Indigenous Manufacturing, Skill Development in Unmanned Aerial Systems, Technological Self-Reliance, Innovation-Driven Public Service Delivery

Why in News?

Recent government data highlights the rapid expansion of India’s regulated drone ecosystem, transforming governance, agriculture, infrastructure monitoring and national security through structured policy reforms and digital platforms.

Transformation of Public Service Delivery through Drone Technologies

Drone technology has emerged as a powerful enabler of efficient, transparent, and responsive governance in India. Integrated into flagship schemes such as SVAMITVA and PMFBY, drones are enhancing precision in land surveys, crop assessment, infrastructure monitoring, disaster response, railway supervision, and defence operations. Their deployment is not only improving service delivery but also accelerating innovation across multiple sectors.

1. Agriculture and Farmer Services

The Namo Drone Didi Scheme (November 2023) aims to provide drones to Women Self Help Groups (SHGs) to promote precision agriculture.

Key Objectives:

  • Improve farm efficiency
  • Increase crop productivity
  • Reduce input costs
  • Generate sustainable livelihoods for women

Impact:

  • 1,094 drones distributed to women SHGs (500+ under Namo Drone Didi).
  • Transition from labour-intensive spraying to precision agriculture.
  • A SHG member from Sitapur, Uttar Pradesh, highlighted in the 110th episode of Mann Ki Baat, demonstrated income enhancement through drone-based spraying services.
Image source: Indian Express

2. Land Mapping – SVAMITVA Scheme

Launched in April 2020 by the Ministry of Panchayati Raj with Survey of India and State Governments.

Purpose:

  • Drone-based mapping of rural abadi areas
  • Settlement of land disputes
  • Improved access to institutional credit
Image source: Indian Express

3. Highway Development – NHAI

The National Highways Authority of India mandates monthly drone video monitoring of highway projects.

  • Footage uploaded for month-to-month comparison.
  • Used for progress tracking and quality verification.
  • Stored in Data Lake for dispute resolution in tribunals and courts.

4. Disaster Management and Emergency Response

The North East Centre for Technology Application and Reach (NECTAR) has developed long-endurance drones capable of carrying heavy equipment.

  • Used during floods and landslides.
  • Provide real-time aerial visuals.
  • Improve coordination of search and rescue operations.

5. Railway Drone Monitoring

The Ministry of Railways has directed all zones to deploy drones for track and infrastructure inspection.

  • West Central Railway pioneered drone-based inspections.
  • Enhances monitoring of hard-to-reach areas.
  • Improves maintenance efficiency.
Image source: Indian Express

6. Drones in Defence

Drones support border surveillance, intelligence gathering, and precision operations.
  • Used in Operation SINDOOR for accurate targeting.
  • Integrated with radar networks and air defence systems.
  • Strengthen protection of critical infrastructure and rapid response capabilities.
Image source: Indian Express

Accelerating Drone Adoption in India through Policy, Programs and Reforms

The Government of India has established a comprehensive regulatory and financial framework to accelerate drone adoption and strengthen domestic manufacturing. Through progressive reforms, simplified compliance mechanisms, and targeted incentives, India has built a structured ecosystem that promotes innovation, ease of doing business, and technological self-reliance.

1. Drone Rules, 2021 (Amended 2022 & 2023)

The Drone Rules, 2021 significantly liberalised India’s drone regulatory framework.

Key Reforms:

  • Forms reduced from 25 to 5.
  • Approval requirements reduced from 72 to 4.
  • Fees rationalised and delinked from drone size.
  • Civilian drones permitted up to 500 kg.
  • Nearly 90% of Indian airspace declared Green Zone (up to 400 feet).
  • Traditional pilot licence replaced by DGCA-issued Remote Pilot Certificate.
  • Passport requirement removed; government-issued ID sufficient.

These reforms lowered entry barriers, encouraged rural and commercial adoption, and strengthened Drone-as-a-Service (DaaS) models.

2. Production Linked Incentive (PLI) Scheme

The PLI scheme for drones and components has an outlay of ₹120 crore.

Objectives:

  • Promote domestic manufacturing.
  • Support start-ups and MSMEs.
  • Scale up production capacity.
  • Reduce import dependence.

3. GST Rationalisation

In September 2025, GST on drones was reduced to 5%, replacing earlier rates of 18% and 28%.

Impact:

  • Lower cost of drone procurement.
  • Boost to commercial and personal usage.
  • Reduced training costs due to GST applicability on simulators.
  • Strengthened skill development ecosystem.

4. Digital Sky Platform & eGCA

Digital Sky acts as a single-window system for drone regulation.

Migration to eGCA:

  • Registration
  • Remote Pilot Certification
  • Type Certification
  • RPTO authorisation

Operational services such as flight planning and airspace maps remain integrated with Digital Sky.

Key Achievements (Feb 2026):

  • 38,575 drones registered (UIN issued).
  • 39,890 Remote Pilot Certificates issued.
  • 244 DGCA-approved Remote Pilot Training Organisations.

5. Ecosystem Development & Capacity Building

Promotional Platforms:

  • Bharat Drone Shakti
  • Bharat Drone Mahotsav
  • Drone International Expo

These promote indigenous innovation and Drone-as-a-Service models.

Skill & Innovation Initiatives:

  • DGCA-approved RPTO expansion.
  • SwaYaan Programme: 857+ activities, 26,000+ participants, 337 collaborations.
  • NIDAR Innovation Challenge: ₹40 lakh prize pool; supports autonomous drone R&D and incubation.

Conclusion

Through liberalised Drone Rules, manufacturing incentives, GST rationalisation, digital regulatory platforms, and large-scale skill development initiatives, India has created a comprehensive drone ecosystem. These reforms are accelerating adoption across commercial, industrial, and governance sectors while fostering a self-reliant and future-ready unmanned aerial systems industry.

UPSC PYQ

Q. With reference to Unmanned Aerial Vehicles (UAVs), consider the following statements: (IAS 2025)

  1. All types of UAVs can do vertical landing.
  2. All types of UAVs can do automated hovering.
  3. All types of UAVs can use battery only as a source of power supply.
How many of the statements given above are correct?
    1. Only one
    2. Only two
    3. All the three
    4. None
Answer: D Explanation Statement 1 – Incorrect Not all UAVs can perform vertical landing.
  • Fixed-wing UAVs require forward motion and usually need runways or landing strips.
  • Only rotary-wing UAVs (e.g., quadcopters) and VTOL variants can land vertically.
Statement 2 – Incorrect Automated hovering is mainly a feature of multi-rotor and rotary-wing UAVs.
  • Fixed-wing UAVs cannot hover because they must maintain forward airspeed to generate lift.
Statement 3 – Incorrect UAVs are not powered only by batteries.
  • They may use internal combustion engines, fuel cells, hybrid systems, or battery-electric propulsion depending on endurance and payload requirements.

CARE MCQ

Q. Consider the following statements regarding the SVAMITVA Scheme:

  1. It was launched in 2020 for drone-based mapping of rural abadi areas.
  2. It is implemented by the Ministry of Panchayati Raj with State Governments and the Survey of India.
  3. It aims to map urban municipal areas for smart city development.

Which of the statements given above are correct?

  1. 1 and 2 only
  2. 2 and 3 only
  3. 1 and 3 only
  4. 1, 2 and 3

Answer: A

Explanation

Statement 1 – Correct:
The SVAMITVA (Survey of Villages and Mapping with Improvised Technology in Village Areas) Scheme was launched in April 2020. It uses drone technology for mapping rural inhabited (abadi) areas.

Statement 2 – Correct:
The scheme is implemented by the Ministry of Panchayati Raj, in collaboration with State Governments and the Survey of India.

Statement 3 – Incorrect:
The scheme focuses on rural abadi areas, not urban municipal areas. Its objectives include settling land disputes and improving access to bank credit through property cards.

Additional Information

  • Nearly 3.44 lakh villages are targeted under the scheme.
  • Drone surveys have been completed in 3.28 lakh villages (about 95% of the target).
  • Over 2.76 crore property cards have been prepared across 31 States and UTs.
  • The scheme aims to enhance rural governance, financial inclusion, and transparency in land records.
APPSC Daily Current Affairs 23rd February 2026
APPSC Daily Current Affairs 19th February 2026
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