Clinical Trials, the most crucial step in drug discovery has never been in the forefront in adopting new technologies and transforming from the conventional protocols. With the development of AI/ML in the last five years, it has opened up a new horizon for transforming clinical trials. It has been proven that use of AI/ML tools can scan through large volumes of data and provide accurate results within minutes which takes enormous time when performed by humans. Application of analytical tools help identify trends and patterns that may have been difficult to observe otherwise and provide results in the best possible way.