India's application-first AI strategy risks strategic irrelevance, warns the author, as over 90% of application-layer value is captured by frontier model creators. While the U.S. leads in closed models and hardware, and China dominates open-source AI and semiconductors, India's data centre capacity stands at just 1.6 GW against America's projected 95 GW by 2027. Foreign investors are already withdrawing from Indian equities, with no Indian company ranking among the global top 100 by market capitalisation, signalling structural threats to India's IT export model. The author argues that value concentrates at the foundational model and hardware layers, leaving application-layer participants with thin economics, and that an application-first strategy is a recipe for strategic irrelevance.