In India, where over half the population depends on agriculture for their livelihood, and more than 70% of farmers are small and marginal, they remain extremely vulnerable to climate variability and crop failures (NITI Aayog, 2019). The growing threat of global warming has intensified the frequency and severity of erratic weather patterns, worsened agricultural risks, and deepened the cycle of income insecurity and indebtedness among farmers. Recognizing this urgent challenge, the Government of India launched the Pradhan Mantri Fasal Bima Yojana (PMFBY) in 2016. It is a large-scale crop subsidy insurance scheme that aims to safeguard farmers. This scheme is being administered by the Department of Agriculture and Farmers Welfare.