AI-Driven Precision Farming and Rural Enterprise
The Union Budget places agricultural science at the centre of rural transformation, deploying artificial intelligence, precision farming, crop diversification and women-led enterprises to raise farm incomes, strengthen resilience and modernise India’s agri-economy through technology-driven, inclusive growth.
Bharat-VISTAAR: AI-Powered Agricultural Intelligence Platform
Overview
- Bharat-VISTAAR (Virtually Integrated System to Access Agricultural Resources) is India’s most comprehensive AI-driven agri-intelligence initiative
- Designed to enable data-driven, farm-level decision-making across crops and regions
AgriStack Integration
- Unified digital backbone integrating:
- Farmer database (180 million+ farmers)
- Digitised land records
- Crop sowing and harvesting data
- Soil Health Card database (220 million cards issued)
- Weather and climate datasets
- Market price intelligence (e-NAM platform)
- Input subsidy and crop insurance records
ICAR Package of Practices
- Crop-specific advisories for 150+ crops
- Variety selection based on agro-climatic zones
- Soil-test-based fertiliser recommendations
- Integrated pest and disease management
- Irrigation scheduling and water management
- Post-harvest handling and storage practices
AI System Capabilities
- Multilingual interface:
- 22 scheduled languages and regional dialects
- Natural Language Processing for farmer queries
- Computer vision for crop disease and pest identification
- Machine-learning models for:
- Yield prediction
- Seasonal forecasting
- Climate risk assessment
- Personalised advisory based on farm-specific parameters
- Input optimisation (seed, fertiliser, pesticide usage)
- Market linkage and price discovery
- Risk profiling for crop insurance
Technical Architecture
- Edge computing for offline functionality in low-connectivity regions
- Satellite imagery (ResourceSat, Sentinel) for crop monitoring
- Drone data for precision agriculture
- IoT sensors for real-time field conditions
- Large Language Models fine-tuned on agricultural knowledge
- Federated learning to ensure farmer data privacy
Impact
- Improved productivity
- Reduced input costs
- Enhanced climate resilience
- Better market realisation for farmers
High-Value Agriculture: Diversification and Income Expansion
Strategic Objective
- Shift from low-value staples to high-income, export-oriented crops
- Reduce import dependence and enhance farmer incomes
Priority Crops and Regions
- Coconut
- Supporting 10 million farmers
- Value addition and processing focus
- Sandalwood
- Karnataka, Tamil Nadu, Kerala
- Ecosystem restoration and oil extraction
- Export potential exceeding USD 100 million
- Cocoa
- Kerala, Karnataka, Andhra Pradesh
- Self-reliance by 2030
- ₹2,500 crore import substitution
- Cashew
- Goa, Maharashtra, Karnataka, Kerala
- Mechanised processing and premium “Indian Cashew” branding
- Agar (Agarwood)
- Assam, Meghalaya, Tripura, Mizoram
- Sustainable fungal inoculation
- Agar oil valued at ₹5–10 lakh/kg
- Walnuts, Almonds, Pine Nuts
- Jammu & Kashmir, Himachal Pradesh, Uttarakhand
- High-density orchards
- Import reduction exceeding ₹10,000 crore
Horticulture Focus
- Region-specific cultivation aligned with agro-climatic conditions
- Post-harvest processing and cold-chain integration
- Youth employment in hill agriculture
Livestock Enterprise Modernisation
Integrated Value Chain Approach
- Breeding and genetic improvement programmes
- Feed and fodder management
- Strengthened veterinary services
- Processing and value addition
- Market access and export promotion
Outcome
- Higher productivity
- Improved animal health
- Enhanced income stability for livestock farmers
National Fibre Scheme: From Tradition to New-Age Materials
Natural Fibres
- Silk:
- Mulberry
- Tasar
- Eri
- Muga
- Wool:
- Pashmina
- Merino
- Indigenous breeds
- Jute:
- Cultivation and processing of “golden fibre”
Man-Made Fibres
- Polyester
- Nylon
- Acrylic
- Viscose
New-Age Fibres
- Bamboo fibre
- Banana fibre
- Pineapple leaf fibre (Piña)
- Hemp fibre
- Bio-engineered spider silk
- Carbon fibre composites
Mahatma Gandhi Gram Swaraj Initiative
- Strengthening khadi institutions
- Handloom and handicraft support
- Quality certification and branding
- Global market linkages
- Technology infusion into traditional sectors
SHE-Marts: Rural Women-Led Enterprise Networks
Self-Help Entrepreneur (SHE) Marts
- Community-owned retail outlets for rural women
- Built on the success of the Lakhpati Didi Programme
Key Features
- Cluster-level federation model
- Access to enhanced financing instruments
- Product aggregation platforms
- Quality certification support
- Branding and packaging assistance
- Digital payment integration
- Inventory and supply-chain management systems
Economic Impact
- Transition from credit-linked livelihoods to enterprise ownership
- Target:
- 100,000 SHE-Marts by 2030
- Benefiting 5 million women entrepreneurs
- Strengthening rural consumption and local economies
By integrating AI, high-value crops, livestock modernisation and rural enterprises, the Budget repositions agriculture as a smart, resilient and income-generating sector for India’s future.
– Maruthi Prasad Kavuri
