As a product scales, there is a spike in the incoming data. More importantly, there is an increase in the amount of incoming data for certain core objects of the product ( expense (fyled) and expense reports (submitted) in case of Fyle ) - these core objects become very critical to the performance of the product and their engineering design (all from application layer to persistence layer) needs to be optimal to continuously scale the whole product.