Agriculture in India has been continuously progressing, however, rural inhabitants and arable farmland per person is decreasing. In this context, every Indian farmer must adopt new and modern technologies and practices to balance food demand and supply problems. The Indian government implemented various missions and schemes for uplifting the agriculture sector and farmers, but due to varied geographical environments, and other loopholes like planning, execution issues, lack of awareness, integration failure of schemes, needs to be addressed to improve the existing condition of farmers as well as the agriculture sector. In this regard, this review sheds light on various impacts and gaps associated with the implementation of schemes. The mission for integrated development of horticulture was found to be the most successful scheme that increased farmer's income by 40%, and National food security mission is also associated with bumper production, but in some states where this mission is not integrated with irrigation schemes, the production is low. Further, when we applied the exponential model for the futuristic projections of production, area expansion, an increase was observed. Overall, the information about various factors influencing yield as well as production predictions can be efficiently managed using data-based digitalized agriculture approach.