India, July 8 -- Enterprise AI is moving into a new phase where success is increasingly determined by business outcomes rather than infrastructure scale. As organisations look beyond AI pilots, they are becoming more conscious of infrastructure costs, data sovereignty and measurable return on investment. This shift is creating fresh opportunities for system integrators, managed service providers and channel partners that can help enterprises deploy AI efficiently without significantly increasing capital expenditure.

According to Vineet Mittal, Senior Vice President, Ziroh Labs, the next wave of enterprise AI will not be driven solely by larger GPU clusters. Instead, it will focus on making AI economically viable by allowing organisations...