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ABSTRACT Agriculture is a vital sector of the Indian economy, contributing significantly to employment generation, rural income, and national economic development. In recent years, the sector has been confronted with challenges such as rising input costs, labour shortages, climate uncertainty, and inefficiencies in traditional farming practices. Artificial Intelligence (AI) has emerged as an innovative technological solution capable of improving agricultural efficiency, productivity, and sustainability through applications such as precision farming, crop monitoring, predictive analytics, and smart resource management. The present study aims to examine the level of awareness, perception, and acceptance of Artificial Intelligence in agriculture among selected respondents in Ernakulam District, Kerala. The study follows a descriptive research design and is based on both primary and secondary data. Primary data were collected from 28 respondents using a structured questionnaire, while secondary data were obtained from journals, research articles, and government publications. The findings of the study reveal that although respondents generally exhibit a positive attitude towards the application of AI in agriculture, the actual level of awareness and adoption of AI-based technologies remains limited. High implementation costs, lack of technical expertise, and inadequate digital infrastructure are identified as major constraints affecting adoption. The study highlights the need for policy support, financial incentives, and capacity-building initiatives to encourage the adoption of AI in agriculture. The findings are expected to assist policymakers, agricultural institutions, and agribusiness stakeholders in formulating effective strategies for integrating AI into the agri-food system and promoting sustainable economic growth.