Generative AI is redefining how enterprises design, deploy, and optimize data systems. This session explores a production-grade GenAI framework that automated data modeling, validation, and GCP infrastructure provisioning—reducing manual effort by 70% and accelerating release velocity by 40%. Attendees will learn how to design scalable GenAI pipelines, integrate LLMs with enterprise data workflows, and apply intelligent automation to streamline complex engineering tasks. Drawing from real-world deployment experience, this talk reveals actionable strategies for transforming AI innovation into tangible operational efficiency across large-scale data ecosystems.