India's educational ecosystem is undergoing a transformative shift driven by various factors such as rapid technological advancements, investments in machine learning, and changes in pedagogical models. With the integration of online examinations by over 82% of educational stakeholders and the implementation of new policies, the question now is not whether but how the landscape will change by 2030.