One of the challenge is managing structured, semi-structured (JSON, XML), and unstructured (logs, images) data in a unified way. It leads to complexity in storage and retrieval increases development overhead.
The Data Engineering platform assists implement data lakes or lake-houses with support for diverse data types. It helps handling diverse data types.