Given the fact that during a lot of data-related projects, most time is still spent on data gathering, data preparation, setting up the data pipeline, ingestion, authorization, etc., it is even more crucial to have a proper data governance strategy. This data governance strategy and implementation will reduce the time spent on data preparation in future projects.

With better organizational understanding of how much effort goes into the data preparation step, organizations can set themselves up to do better in the future. Helping the broader organization understand how to collect good data early on, take care of it, store it in a more consistent format, etc. are best practices that will help all future projects