This intensive hands-on workshop bridges the gap between AI capabilities and regulatory reality in life sciences manufacturing. Participants will gain practical knowledge of how large language models work, learn to design AI systems appropriate for GxP environments, and develop validation strategies that satisfy regulatory expectations. Through a combination of instruction and collaborative design workshops, attendees will create a complete AI system implementation plan for their own use case—leaving with actionable frameworks and a roadmap they can present to their organizations.