Cloud cost optimization is now a board-level priority as scaling environments often cause budgets to exceed limits by 17% . While cloud cost optimization tools are widespread, 27% of cloud spend continues to be wasted because insights rarely trigger safe, timely action. Traditional systems describe waste after the money is spent, leaving engineers with dashboards that raise questions rather than providing implementation-ready answers.