Marketing teams struggle with AI implementation despite widespread availability. David Rabin, CMO at Lenovo Solutions & Services Group, explains how enterprises can move beyond experimentation to scalable AI adoption. The discussion covers three critical implementation barriers: calculating ROI on untested processes, organizing enterprise data for AI consumption, and developing internal AI deployment capabilities across marketing and IT teams.

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AI agents are revolutionizing marketing automation. Nicholas Holland, Head of AI at HubSpot, shares his expertise on how agentic AI is transforming traditional marketing workflows. He highlights key thought leaders marketers should follow for AI insights, including Matthew Berman's technical yet accessible content and HubSpot's "Marketing Against the Grain" podcast for practical implementation strategies.

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AI agents are reshaping marketing automation. Nicholas Holland, Head of AI at HubSpot, explains the shift from managing people to orchestrating AI agents. He emphasizes that current AI technology isn't the bottleneck - rather, organizations need structured frameworks for agent management, clear guidelines for implementation, and new metrics for evaluating management effectiveness in hybrid human-AI teams.

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