Digital Farmer IDs, satellite-based crop monitoring and agricultural drones are reshaping subsidy delivery, crop insurance and precision farming across India

Key Highlights

• 10.18 crore Digital Farmer IDs generated across India as of July 20, 2026.
• Farmer IDs are enabling seamless access to PM-KISAN, PMFBY, MSP procurement, agricultural credit, input distribution and disaster relief.
• Uttar Pradesh leads with 2.43 crore Farmer IDs, followed by Maharashtra (1.35 crore) and Madhya Pradesh (1.13 crore).
• Satellite technology is improving crop insurance through yield estimation, crop cutting experiments, flood assessment and dispute resolution.
• 2,122 agricultural drones have been distributed or approved under the Sub-Mission on Agricultural Mechanization (SMAM).
• 1,094 drones supplied to Women Self Help Groups under the Namo Drone Didi Scheme.
• DGCA-approved institutes have trained 155 drone pilots, while 274 Remote Pilot Training Organisations (RPTOs) are supporting nationwide drone operations.
• Information shared by Minister of State for Agriculture and Farmers Welfare Shri Ramnath Thakur in a written reply in the Rajya Sabha.

Government Expands Digital Agriculture Ecosystem with Farmer IDs, AI, Satellites and Drone Technology

India’s agricultural digital transformation has crossed a significant milestone with the creation of more than 10.18 crore Unique Digital Farmer IDs, according to the Ministry of Agriculture and Farmers Welfare.

The Digital Farmer ID initiative is designed to simplify farmers’ access to government schemes while enabling faster and more transparent delivery of subsidies, insurance claims and financial support.

The platform integrates multiple flagship schemes, including:

• PM-Kisan Samman Nidhi
• Pradhan Mantri Fasal Bima Yojana (PMFBY)
• Minimum Support Price (MSP) procurement
• Agricultural credit delivery
• Input distribution
• Disaster relief assistance

By creating a unified digital identity, the Government aims to reduce paperwork, improve service delivery and strengthen data-driven agricultural governance.

Top States by Digital Farmer IDs

Total Farmer IDs Generated: 10.18 crore

Satellite Technology Strengthens Crop Insurance

The Government is increasingly using satellite imagery to modernise the Pradhan Mantri Fasal Bima Yojana (PMFBY).

Major technology-driven initiatives include:

Yield Estimation System based on Technology (YES-TECH)

Satellite imagery and crop-yield models are helping generate technology-based yield estimates at the insurance unit level, improving the accuracy of crop insurance assessments.

Smart Crop Cutting Experiments

Satellite-derived vegetation indices are replacing random sampling by identifying variations in crop health, making Crop Cutting Experiments (CCEs) faster and more accurate.

Faster Dispute Resolution

Time-series satellite imagery enables objective verification of crop conditions, helping resolve disputes between State Governments and insurance companies while speeding up claim settlements.

Rapid Disaster Assessment

The Krishi Decision Support System (DSS) uses satellite imagery to quickly assess flood, drought and weather-related crop damage, significantly reducing response time during natural disasters.

Government Expands Agricultural Drone Ecosystem

The Ministry continues to promote drone adoption under the Sub-Mission on Agricultural Mechanization (SMAM).

Key initiatives include:

• 50% financial assistance for agriculture graduates and small & marginal farmers in North-Eastern States purchasing Kisan Drones.
• 40% subsidy for other farmers purchasing agricultural drones.
• 40% assistance for establishing Custom Hiring Centres operating Kisan Drones.

So far:

• 2,122 agricultural drones have been distributed or approved under SMAM.
• 1,094 drones have been provided to Women Self Help Groups under the Namo Drone Didi Scheme.

Drone pilots are trained through DGCA-approved institutions, with 274 Remote Pilot Training Organisations (RPTOs) now operating across the country.

Hospitality, Food & Tourism Impact

India’s growing digital agriculture ecosystem has important implications for the hospitality, foodservice and tourism industries.

• Hotels, restaurants and catering businesses can benefit from more efficient agricultural supply chains driven by accurate crop monitoring and faster access to government support for farmers.
• Improved crop insurance and digital advisory systems help reduce production risks, contributing to a more stable supply of fruits, vegetables, grains and other essential ingredients.
• Wider adoption of drones and precision farming technologies can improve crop quality and productivity, supporting premium farm-to-table dining experiences.
• Digital traceability and better agricultural planning also strengthen sourcing transparency—an increasingly important factor for luxury hotels, sustainable resorts and wellness hospitality brands.
• A more resilient agricultural ecosystem supports culinary tourism, agritourism and regional food experiences, enabling destinations to showcase high-quality local produce with greater consistency.

Hospitality Outlook

The rapid rollout of Digital Farmer IDs, combined with satellite-based crop intelligence and agricultural drones, marks a significant step towards a technology-enabled farm sector. For the hospitality industry, these initiatives promise stronger food supply chains, improved ingredient quality, faster disaster response and greater confidence in sourcing locally produced food—key drivers for sustainable hospitality, gastronomic tourism and India’s expanding farm-to-fork ecosystem.