Identify, pilot, and champion AI and automation tools that improve marketing operations efficiency and effectiveness (e.g., AI-assisted QA, predictive lead scoring, generative AI for content or campaign ops) either by applying tools already available, or by building the fluency needed to evaluate and introduce new ones. The Marketing Operations Manager partners closely with Demand Generation, Product Marketing, Content, Sales, and Revenue Operations to ensure campaigns are executed flawlessly, while also pushing the function forward through process innovation, automation, and data-driven decision-making.