AI in drug discovery is revolutionising how new therapeutics are designed by combining biological data with intelligent algorithms to rapidly identify targets, screen compounds, and optimise drug candidates. Using advanced platforms like Flare software, participants can perform structure-based drug design, molecular modelling, and binding affinity analysis in a hands-on environment, bridging theory with real-world application. This practical exposure not only enhances research capabilities but also opens pathways for high-impact publications and potential patent development through novel molecule design and computational insights. This workshop uniquely empowers registrants with training licence access to Flare, enabling them to continue their research beyond the session, transforming ideas into publishable results and innovative intellectual property.