Pmfby decoded (2025): tech reforms, challenges & UPSC strategy

Securing the Harvest: A Deep Dive into PMFBY’s Tech-Driven Overhaul (2024-25)

Launched in 2016, the Pradhan Mantri Fasal Bima Yojana (PMFBY) was a watershed moment in Indian agricultural policy, replacing previous fragmented schemes with a unified, subsidized crop insurance platform. It was designed as a safety net for farmers, protecting them from the financial devastation caused by unpredictable weather events, pests, and diseases. However, the true test of any policy lies in its evolution. Today, the scheme is undergoing a significant transformation, driven by technology and key structural reforms aimed at addressing its initial bottlenecks. This article provides a comprehensive analysis of PMFBY, focusing on its most recent developments in 2024-25 and its relevance for the UPSC Civil Services Exam.

The Foundational Promise: What is PMFBY?

At its core, PMFBY operates on a principle of shared responsibility. Farmers pay a nominal, fixed premium, and the remaining actuarial premium is subsidized by the Central and State governments. This ensures that the financial barrier to securing crops against unforeseen risks is minimized.

Think of it as a health insurance policy for crops. A farmer pays a small co-payment (the premium), and the government, acting as the primary insurer, covers the bulk of the cost to ensure that a catastrophic event (like a major illness or crop failure) doesn’t lead to financial ruin.

The balance premium is shared equally (50:50) by the Centre and the respective State Government. For North-Eastern states, this sharing pattern is modified to 90:10, with the Centre bearing the larger share to promote uptake in the region.

The Big Leap: PMFBY 2.0 and the Tech Revolution of 2024-25

The initial years of PMFBY were marked by several challenges, including mandatory enrollment for loanee farmers (which was often resented), delays in claim settlement, and disputes over crop loss assessment. In response, the government introduced the Revamped PMFBY (or PMFBY 2.0) in 2020 and has since doubled down on technology integration, with major initiatives rolling out in 2023 and 2024.

1. Shift to a Voluntary Model: The most significant structural change was making the scheme completely voluntary for all farmers, including those who have taken crop loans. This addressed a major grievance and has, counter-intuitively, boosted enrollment. Data from 2023-24 shows a record enrollment of over 40 million farmers, a 27% increase from the previous year. Crucially, non-loanee farmers now constitute about 42% of the total enrollments, indicating growing organic trust in the scheme.

2. The Technology Triumvirate (YES-TECH, WINDS, AIDE): The government has launched a suite of tech tools to bring transparency and efficiency:

• YES-TECH (Yield Estimation System based on Technology): Rolled out from Kharif 2023, YES-TECH is a game-changer. It uses a combination of remote sensing data, satellite imagery, and AI to estimate crop yields at the Gram Panchayat level. This reduces the reliance on manual and often error-prone Crop Cutting Experiments (CCEs). As of late 2024, a 30% weightage is mandatorily given to YES-TECH derived yields for crops like paddy, wheat, and soybean in participating states.
• WINDS (Weather Information Network and Data Systems) Portal: This platform provides hyper-local weather data from a dense network of automatic weather stations, enabling more accurate risk assessment and faster claim processing for weather-based calamities.
• AIDE (App for Intermediary Enrolment): This mobile app brings the enrollment process to the farmer’s doorstep, reducing dependency on banks and Common Service Centers (CSCs) and ensuring a more transparent onboarding experience.

Statistic Spotlight: Since its inception in 2016, PMFBY has seen farmers pay approximately ₹31,139 crore in premiums, against which claims of over ₹1.56 trillion have been paid out. This means for every ₹100 paid by a farmer, about ₹500 has been received as a claim.

Unpacking the Risks Covered

PMFBY offers comprehensive coverage across the entire crop cycle. A key to retaining this information for the Prelims exam is to remember the stages of risk.

• Prevented Sowing/Planting Risk: If a farmer is unable to sow due to adverse weather, they can claim up to 25% of the sum insured.
• Standing Crop (Sowing to Harvesting) Loss: Comprehensive risk insurance is provided to cover yield losses due to non-preventable risks, such as drought, flood, pests, and diseases.
• Post-Harvest Losses: Coverage is available for up to 14 days from harvesting against specific perils like cyclones and unseasonal rains for crops kept in a “cut and spread” condition.
• Localized Calamities: Losses arising from localized risks like hailstorms, landslides, and inundation affecting isolated farms are also covered.

Mnemonic for Risk Coverage: P.S.P.L. To remember the four main types of risks covered, use the phrase: “People Save Precious Lives”

• P - Prevented Sowing
• S - Standing Crop Loss
• P - Post-Harvest Loss
• L - Localised Calamities

Critical Policy Appraisal

Despite the recent strides, PMFBY is a work in progress, facing significant operational hurdles. Its extension until the 2025-26 financial year signifies the government’s commitment, but also the need for continuous improvement.

Fun Fact: PMFBY is the third largest crop insurance scheme globally in terms of premium collected, but the largest in terms of the number of farmers enrolled, highlighting its massive scale and reach.

Analytical Lens: UPSC Focus (Mains & Prelims)

Conceptual Basis: The Pradhan Mantri Fasal Bima Yojana (PMFBY) is a flagship Central Government Scheme under the Ministry of Agriculture and Farmers’ Welfare. It is not based on a single constitutional article but derives its mandate from the government’s welfare functions and its policy focus on agricultural security, which falls under the ambit of subjects in both the Union and State lists, requiring cooperative federalism for implementation.

UPSC Integration: Connecting the Dots

• GS Paper 3 (Economy): Directly linked to agricultural economics, subsidies, farmer income, food security, and financial inclusion. It’s a critical component of India’s strategy to de-risk agriculture.
• GS Paper 3 (Science & Technology): The scheme’s recent reliance on drones, satellite imagery (remote sensing), AI/ML for yield estimation (YES-TECH), and mobile apps (AIDE) is a prime example of technology’s role in governance and agriculture.
• GS Paper 2 (Governance & Polity): PMFBY is a case study in cooperative federalism (Centre-State premium sharing), challenges in scheme implementation, the role of Direct Benefit Transfer (DBT) through the DigiClaim module, and the importance of grievance redressal mechanisms.

Future Impact & Policy Relevance: PMFBY is transitioning from a mere insurance product to a comprehensive agricultural risk management tool. Its future success will depend on three pillars: strengthening technology infrastructure for real-time, accurate loss assessment; ensuring financial discipline among states to pay their premium share on time; and running sustained awareness campaigns to make every farmer an informed participant. If successful, it can significantly stabilize farm incomes, reduce agrarian distress, and make Indian agriculture more resilient to the escalating threat of climate change.

Prelims Practice MCQ:

Q. With reference to the Revamped Pradhan Mantri Fsal Bima Yojana (PMFBY 2.0), consider the following statements:

1. Enrollment in the scheme is mandatory for all farmers who have availed a Kisan Credit Card (KCC).
2. The premium subsidy for North-Eastern states is shared in a 90:10 ratio between the Centre and the State, respectively.
3. The scheme has been made voluntary for all categories of farmers.

Which of the statements given above is/are correct? (a) 1 and 2 only (b) 2 and 3 only (c) 3 only (d) 1, 2 and 3

Explanation: Statement 1 is incorrect. A key feature of the revamped PMFBY (from 2020 Kharif) is that enrollment was made voluntary for all farmers, including those with loans/KCC. Previously, it was mandatory for loanee farmers. Statement 2 is correct, as the Centre bears 90% of the subsidy for NE states. Statement 3 is correct as it reflects the current voluntary nature of the scheme. Therefore, the correct answer is (b).

Mains Sample Question (15 Marks):

“The recent integration of technologies like YES-TECH and WINDS into the Pradhan Mantri Fasal Bima Yojana (PMFBY) marks a pivotal shift towards a more transparent and efficient system. However, operational bottlenecks and issues of federal cooperation continue to hamper its effectiveness. Critically analyze.”

Mind Map Outline (Revision Structure)

• Pradhan Mantri Fasal Bima Yojana (PMFBY)
  • Core Objectives
    • Financial support against crop loss
    • Stabilizing farmer income
    • Encouraging modern agricultural practices
    • Ensuring credit flow to the agriculture sector
  • Key Features & Mechanism
    • Premium Structure
      • Kharif: 2%
      • Rabi: 1.5%
      • Commercial/Horticultural: 5%
    • Subsidy Sharing
      • General States: 50:50 (Centre:State)
      • North-Eastern States: 90:10 (Centre:State)
    • Risks Covered (Mnemonic: P.S.P.L.)
      • Prevented Sowing
      • Standing Crop Loss
      • Post-Harvest Loss (14 days)
      • Localized Calamities
  • Revamped PMFBY 2.0 & Recent Developments (2023-25)
    • Structural Reforms
      • Scheme now 100% voluntary for all farmers
      • Flexibility for states to choose risk covers
    • Technological Integration
      • YES-TECH: Remote sensing for yield estimation
      • WINDS Portal: Hyper-local weather data
      • AIDE App: Easing farmer enrollment
      • DigiClaim Module: Direct Benefit Transfer for claims
  • Implementation & Performance
    • Stakeholders
      • Ministry of Agriculture & Farmers’ Welfare
      • State Governments
      • Empanelled Insurance Companies (Public & Private)
      • Financial Institutions
    • Performance Metrics
      • Record enrollment in 2023-24 (40 million+ farmers)
      • Increasing share of non-loanee farmers
  • Critical Appraisal
    • Challenges
      • Delayed claim settlement
      • States exiting due to high subsidy costs
      • Inaccurate loss assessment & disputes
      • Lack of farmer awareness
    • Successes & Way Forward
      • Largest scheme globally by enrollment
      • Potential of technology to enhance transparency
      • Increased financial protection for vulnerable farmers
• UPSC Analytical Lens
  • Linkages
    • GS-3: Economy (Agri-subsidies), S&T (Remote Sensing, AI)
    • GS-2: Governance (Cooperative Federalism), DBT
  • Practice Questions
    • Prelims MCQ on voluntary nature
    • Mains Question on tech integration vs. implementation challenges