This session traces the journey from AI hype to real-world impact, emphasizing the need to move beyond proof of concepts and embed AI into core business operations. Drawing on deep experience in the banking sector, the speaker highlights how recurring use case patterns can streamline risk management and drive efficiency. Attendees will gain practical insights on defining success, scaling solutions, and unlocking value by combining generative AI with search technologies.