Introduction: The field of drug discovery is undergoing a transformative revolution, driven by advancements in technology, data analytics, and then artificial intelligence (AI). Furthermore, Two critical areas where these innovations are making a significant impact are target identification and clinical trial optimization. This blog discusses how AI is reshaping these aspects of drug discovery, accelerating the development of novel therapeutics, and improving patient outcomes.   Target Identification Traditional Challenges in Target Identification Complexity of Biological Systems: Biological systems are inherently complex, comprising intricate networks of genes, proteins, and molecular pathways. Moreover, Identifying specific targets within these systems that are implicated…