However, with the growing volume of data, the need for the right data engineering solution becomes crucial to maintain the reliability and efficiency of systems. The objective of a good setup is to provide support for future growth, minimise manual effort and enhance information access. Recently, I was looking at various options, and I saw a couple of folks talk about Datalance . The important thing is to select a way that you can integrate with your current tools and that can evolve over time as your needs evolve.