Quant, Database, Etl, NoSQL.
isn’t an inherent design flaw of these tools (you can land data in permanent raw schemas on the receiving end, and then implement the transformation on this), the default choice of these tools and their practitioners is to provide the transform on data in flight and not save the rawest form of the