Artificial intelligence is transforming drug discovery by leveraging machine learning algorithms to analyze vast biological datasets, identifying potential drug targets and predicting their effectiveness. We will accelerate the drug discovery process through virtual screening, and improving clinical trial efficiency by identifying suitable patient cohorts. Its integration holds great promise for personalized medicine and advancing healthcare outcomes.