The benefits of data automation can be a long-standing practice that is becoming more commonplace in the IT world. It can save you significant amounts of time and money by automating processes such as testing, validating, and validating again, and reporting. A business can leverage the power of data automation by taking advantage of the tools and process improvement that it offers to help you better manage your data.
Test Data Automation offers an easy way to test critical data management, quickly providing instant access to the data required for effective testing:
Extracting and Analyzing the data Set up of these tools can allow you to quickly identify problems with your application or network and automatically improve performance testing for your systems. Extracting and Analyzing data sets requires no upfront investment in expensive hardware or software and gives you immediate access to real-time data sets that are relevant to your needs. Most tools provide a range of different options for data extraction and processing including historical data, runtime data, user defined data sets and/or custom data sets. It is very common for applications developers to extract data during a test to assist with issues arising from changing business logic.
Test Data Management Many data processing tasks require a high level of interactivity between the developer and the testers. In today's business environment, many developers are using increasingly complex data structures and scripts to support their work. These data structures and scripts often involve multiple integration points with multiple layers of logic and typically span over hundreds of environments. In addition to this, test teams are increasingly finding it difficult to maintain manual database backups or to deal with complex data manipulation and analytical processes.
Real-time reporting Another important benefit of these automated tools is that they provide a highly accurate data feed that can be used for in-depth analytics and to troubleshoot problematic areas of functionality. This is particularly important for organizations that have several test data requirements and/or that require notification when certain test data changes. Automated tools can save hours of tedious work by providing real-time reporting that can be used to determine problems as they occur rather than waiting until days or weeks for reports generated by hand.
Test automation allows your team to focus its efforts on more critical areas of functionality, allowing you to reduce overall testing time. You can also greatly reduce the number of individual test cases that would have to be performed by each tester. In addition, automated tools can simplify the process of maintaining test data and making necessary configurations as well as configure environment variables and run various tests simultaneously. While it may not seem to be much of a cost savings when purchasing, outsourcing your data-testing requirements can be one of the most beneficial business decisions you can make.