India produces 1.5 million IT graduates annually, yet Infosys spends weeks retraining new hires to bridge a widening skills gap. Universities fail to teach agentic AI workflows, leaving fresh talent obsolete upon graduation. This disconnect forces firms to absorb the cost of basic education. Practitioners must prioritize self-directed learning over traditional degrees to remain employable.