For years, infrastructure planning was predictable. CIOs knew their vendors, understood licensing models and could plan around standard hardware refresh cycles. That predictability has changed as hardware costs and availability fluctuate, vendor models change and AI creates new infrastructure demands while organizations continue to manage centralized and diverse distributed IT operations.
Forbes ·