India is one of the nations most vulnerable to the impacts of climate change, from extreme heatwaves to erratic rainfall. The discussion surrounding imperfect yet useful climate models highlights the importance of leveraging scientific tools effectively despite their limitations. For India, utilizing targeted purpose-driven models could bolster efforts in crafting adaptive policies tailored to its diverse ecosystems and socioeconomic contexts. While global collaboration in advancing accurate modeling technology remains crucial, India should focus on fostering localized research and actionable frameworks based on available data insights. This approach could enhance preparedness against future environmental challenges.