The interdisciplinary field of robotics, which combines artificial intelligence, computer science, and engineering, has revolutionary potential for inclusive rural development in India. The possibilities and difficulties of implementing robotic technologies to tackle important rural issues like IDEAh - infrastructure, disaster management, healthcare, education, and agriculture are examined in this review study. The study illustrates how robotics might close developmental gaps in rural India by examining case studies, technological developments, and socioeconomic issues. Significant obstacles are presented by issues like cost, accessibility, skill shortages, and infrastructure constraints. The study offers a plan for incorporating robotics into rural ecosystems while maintaining sustainability and inclusion.