The process of automating the handling of the data, extraction, transformation, and merging. In short, reducing the amount of effort in handling the data and actually using it. This is mainly achieved thru scripts that automate many manual processes that currently exist in handling, manipulating, and converting data.. Database platforms like Cassandra and Mongodb can assist in manipulating data at scale with interfaces such as Python.