Corporate AI adoption shifts focus from model scale to operational efficiency and ROI

Corporate demand for AI is transitioning from large-scale foundational models toward specialized, cost-efficient solutions. This shift reflects a maturation in market expectations where measurable return on investment replaces raw computational power as the primary driver for adoption.