Cloud has fundamentally changed how organizations consume technology. In the traditional IT world, engineers would submit infrastructure requests that flowed through long procurement cycles. Capacity was purchased upfront, often with estimates based on peak demand, and the result was frequently over-provisioned resources that sat idle. Cost was predictable, but it was also disconnected from actual usage and the pace of innovation was slowed by waiting for hardware approvals and manual provisioning.