Indian factories are expanding employment, largely through contract labour, while underinvesting in machines and worker training, according to the Annual Survey of Industries. Adjusted equipment per worker fell over the past decade as firms prefer flexible hiring, repay debt, and avoid irreversible commitments. Policy reforms suggested include investment-linked tax breaks, flexible direct hiring, training subsidies, conditional incentives, and better data.