India produces 1.5 million IT graduates annually, yet many lack the skills for an agentic AI economy. Infosys spends weeks retraining new hires to bridge this academic gap. Universities fail to integrate current AI workflows into curricula. This mismatch forces enterprises to absorb the cost of basic education to maintain operational productivity.