This completely depends on what the startup is doing. For my use case (company name in profile) auto scaling is a god send due to individual users being able to

This completely depends on what the startup is doing. For my use case (company name in profile) auto scaling is a god send due to individual users being able to influence how much work our jobs backend needs to do. This impossible to calculate and plan upfront so we totally rely on Lambda for this.