Supreme Court of India is deploying Artificial Intelligence and Machine learning based tools for case management. Such tools are used for transcribing oral arguments in constitution bench matters and such transcribed arguments can be accessed from the website of Supreme Court of India. In present century AI plays vital role in justice revolution. Talking about the Registry of Supreme Court of India, AI and Machine learning tools are been utilized for translating judgments from English to 18 different Indian languages. Considering such rapid use of AI in justice delivery system the question arises as to utmost care to be taken by the judges of Supreme Court while using such tools. This paper aims to discuss the AI assistance in justice delivery system in India and to study the challenges which may occur due to misuse. The author has tried to portray the differentiation between the Artificial intelligence and Human Intelligence to resolve the dispute. Author has tried to analyze the positive and negative side of use of AI for ease of justice in India.