This chapter explores the transformative role of generative AI in enhancing data utilization within the manufacturing sector. It features a discussion on the development of specialized AI agents for monitoring NOx emissions, emphasizing the integration of statistical machine learning with domain expertise. The chapter highlights an innovative platform designed to democratize data analysis, streamline decision-making, and facilitate faster access to actionable insights.