From Soil to Qubits: Artificial Intelligence, Quantum Technologies and the Future of Indian Agriculture
From Soil to Qubits Artificial Intelligence, Quantum Technologies and the Future of Indian Agriculture Indian agriculture is entering a period of technological convergence. Artificial intelligence (AI), machine learning (ML), Internet of Things (IoT), remote sensing, robotics, cloud-edge computing and digital public infrastructure are increasingly being combined to support farmers, food processors and rural enterprises. Quantum technologies may eventually add new capabilities in optimisation, sensing and cybersecurity. The central challenge is not whether these technologies exist, but whether they can be made affordable, multilingual, interoperable and useful for India’s smallholder farmers and fragmented agricultural systems. AI-Native Agriculture Traditional precision agriculture uses satellite imagery, geographic information systems (GIS), soil sensors, weather stations and yield monitors. AI adds predictive capability by combining these datasets to identify crop stress, forecast yi...