Cloud cost discipline is a design problem, not a finance problem

Finance teams are frequently handed the task of controlling cloud costs after the architecture is already in production, which limits their options to blunt instruments like reserved capacity.

The more durable fix is architectural: right-sizing services, designing for elasticity, and building cost visibility into engineering workflows from day one.

We embed cost engineering practices directly into delivery teams rather than treating it as a separate governance function bolted on afterward.