In this interview, Kurt Daniel, CEO of Virtuozzo, discusses how infrastructure efficiency, GPU monetisation, automation and unified management platforms are helping service providers and enterprises navigate the economic realities of AI at scale. As AI workloads drive demand for GPUs, cloud resources and scalable infrastructure, organisations are facing growing pressure to control costs without sacrificing performance.