Identify regulatory expectations for implementing Generative AI in the pharmaceutical industry, focusing on practical applications such as structured authoring of audit reports, Generative AI validation frameworks, and AI-powered chatbots for knowledge management; Discuss the challenges, user experiences, cost efficiency, and compliance considerations involved in integrating AI into regulated environments.