3.    Test Environments and Data

More software systems are operating in numerous different environments, as a result of the sudden growth of the Internet of Things (IoT), which automatically creates a challenge for the testing teams to ensure the right level of test coverage. When it comes to agile projects, a lack of test environments and data is indeed a huge challenge for the testers. Growth can be seen in cloud-based and containerized test environments. Also, applications of AI/ML to create test data and the growth of data projects are some of the solutions for the lack of test data.