
Manual infrastructure resource allocation and on-demand cloud pricing can significantly drain operating margins. CaptainU faced escalating AWS cloud costs, with monthly spend reaching peak levels due to on-demand compute and database execution model limitations. These financial constraints directly impacted operational...