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If you have clear, well-defined objectives, it won’t be hard to identify the ETL technology that best meets your needs. Here are some of the best ETL tools you can use in your business.



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The Best ETL Tools in 2021

An ETL tool collects data from a variety of Relational Database Management Systems, modifies it uniformly to make it easy to understand, and puts it into the data warehouse in a nice clean structure set up for analysis.

Finding the right ETL tool might be a bit time-consuming at first, but it’ll pay off in the long run. You’re much better off spending a little extra time up front than having to rework your whole data transformation process down the line, especially if you’re already operating at scale. If you have clear, well-defined objectives, it won’t be hard to identify the ETL technology that best meets your needs.

Here are some of the best ETL tools you can use in your business.

 

1. Mozart Data

 
Mozart isn’t strictly an ETL tool, but it can help you automate the process of extracting, transforming, and loading your data into a warehouse all in one central tool.

Mozart Data’s modern data stack helps you import, clean, and analyze your data all in one central place instead of making expensive data professionals connect it all manually. While most data companies specialize on a single part of the data analysis process, Mozart seamlessly combines all those tools into one modern data stack. This makes it easier than ever to combine and clean data, which can get complicated in a hurry if you need to combine more than two sources, so your team can focus on business intelligence (i.e. drawing actionable insights about how to improve your business from the data you’ve collected). Mozart lets the “business people” — like executives, sales, and marketing — get direct access to the information they need, when they need it, and lets your data analysts and engineers focus on higher level tasks.

Pros

  • Easy enough for executives and non-technical team members to use it
  • Gathers all data tools in one place
  • Accelerates the gathering of business intelligence
  • Quick, easy, and secure

Cons

  • Users still need to know a bit of SQL to set it up, although it’s easier after that
  • It’s not an all-in-one tool, it’s a modern data stack to make collecting and analyzing data accessible to everyone on your team

For a full analysis of the ELT tools below, click here!

  • Xplenty
  • Talend
  • Improvado
  • Alooma
  • Starfish
  • Jaspersoft
  • Supermetrics
  • Domo
  • Datorama

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