The Legal Intelligence and Decision Support System (LIDSS) project, led by Prof. Indrajit Dube with a multidisciplinary team, integrates AI and NLP to revolutionize legal research and adjudication. LIDSS deciphers complex legal documents, provides concise summaries, and enables predictive case outcomes to support equitable judicial decision-making. Focused on the High Court of Meghalaya, the project involves creating two datasets—Meghalaya Legal Dataset-1 (case prediction) and Meghalaya Legal Dataset-2 (document summarization)—to train AI tools for case outcome predictions and legal document summarization. LIDSS aims to enhance judicial efficiency, consistency, and integrity while transforming legal processes through innovative AI solutions.