This innovative approach to test automation involves systems that can automatically detect and correct errors in test scripts. It utilizes machine learning algorithms to adapt to changes in the application under test, reducing the need for manual intervention. Self healing test automation not only speeds up the testing process but also significantly increases its accuracy and efficiency.