The cloud computing industry has made significant advancements in recent years, but reducing costs remains a challenging task for many organizations. Traditional methods such as Savings Plans and Spot Instances come with drawbacks, including server downtime and extra engineering effort. Novel solutions like automation and resource buy-back are emerging to address these issues. One effective approach is combining Usage AI and CAST AI to achieve guaranteed capacity at the lowest price and optimal resource utilization at every point in time.