In the modern digital era, cloud computing has become the backbone of nearly every organization, from startups to large enterprises. Amazon Web Services (AWS) leads the market, offering a plethora of services that empower businesses to innovate, scale, and remain competitive. However, as beneficial as AWS is, the costs a