Data sources often don't provide useful forms of information. Data and information are two different things. Data needs to be processed into useful forms: information. This sort of processing in traditional setups is usually a process such as ETL, but can also cover encoding changes for media files, natural language processing (NLP), or data mining.
Transforms are a natural part of processing data and should be an integral part of your data processing pipeline.