The enormous amount of data in circulation has allowed enterprises to automate, advance, or accelerate business development with the help of agile methodologies. The automation advancements require rigorous testing for business operations or software development. Thus, it is crucial to manage and streamline quality test data. This test data is used to build real-time scenarios and test data for building business operations or software development. The test data helps businesses make better and more informed decisions while developing software. It helps foresee any bugs in real time and improves the product’s performance.