As cloud and AI-driven workloads accelerate, cost has become dynamic, distributed and tightly coupled to engineering decisions made each day. What was once a predictable IT expense has evolved into a variable input that can shift dramatically which changes in usage or model demand. Traditional budgeting cycles and after-the-fact approvals are no longer sufficient for this environment.
In my work with organizations navigating this shift, one thing has become clear: cloud spending is not just a technology or finance challenge. It’s a governance issue that sits at the intersection of multiple organizations within the business.
From cost to growth engine
Today, global public cloud spending exceeds $700 billion and is projected to approach $2 trillion by the end of the decade, reflecting the expanding role cloud plays across business operations.
When managed efficiently, cloud enables instant scaling, faster product launches, market expansion without physical infrastructure and lower risk innovation, making it material to the income statement. Though without clear accountability, costs can outpace value.