Deploying marketing automation at scale in the manufacturing sector comes with an array of challenges and opportunities. In this week’s episode of The Kula Ring, Carlicia Layosa shares her firsthand experience implementing and refining marketing automation strategies. She discusses the importance of data integration, audience segmentation, and behavior-based campaign triggers to create personalized customer journeys. Carlicia also reflects on lessons learned, including the need for an early focus on data quality, the power of AB testing, and the balance between personalization and crossing the "creepy" line. Plus, we explore the evolving role of AI in automation and what the future holds for engagement-driven marketing.