Matillion ETL is an example of a cutting-edge ETL tool. With the advent of cloud solutions, the transformation and load steps can be switched, and ELT is the modern approach. Transform is where you clean the data and create your analytics model The goal is to incorporate this automation into your ETL/ELT layer of your cloud data stack. Incorporating Automation in Your Cloud Data Stack This gives business users confidence business metrics were verified and used across the company. Improve Data Governanceĭata Automation allows a process owned by a centralized team to maintain the business logic. Data automation allows business users to focus on the quality of the analysis rather than the quality of the data. Manual data processes have a high risk of human error, inconsistent, and delayed data. Your employees will spend less time processing data and more time analyzing and making decisions from the data automated by your ETL pipeline. Data automation can save time and money for your business by allowing you to make decisions based on the most current and accurate data. The cost of computing resources is a fraction of the price compared to the cost of analytics, data science, and manager salaries. A few benefits of data automation include: Reduce Cost Looking at the examples, it’s easy to see the numerous benefits of data automation for these businesses and teams. John uses a vlookup in Excel to identify the original orders for each warranty by product type. Finance ManagerĮvery month John downloads warranty and order data from their accounting software to calculate dollar amounts they need to write off. She then calculates the potential leads, deals closing, and deals that have closed. Every week she downloads a sales report for the prior week from the sales management system. Joe built this VBA script over a few months period and is the only one on the team who knows VBA. His computer has to be turned on and connected to the VPN for the VBA script to run successfully. This process typically takes 90 minutes to run. Then he uses Excel to visualize the results so he can analyze the product category he oversees. Every Monday he runs a VBA script within Microsoft Excel to pull Sales data from their database. Joe is a business analyst on the product team at an e-commerce company. As you read through these business personas, see if you can identify members of your team who have these same pain points. Data Automation Examplesīelow are a few business personas with associated examples of typical manual ETL processes that should be automated. One of the most common goals of data automation is to save time, but it is also a powerful way to reduce costs and improve data quality and governance. Data automation is the process of automating a repetitive manual process in the cloud.
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