The Shift from Traditional Tools to Agentic AI in Marketing

Custom AI agents vs. out-of-the-box tools: which delivers better ROI? Nicholas Holland, Head of AI at HubSpot, shares his expertise on the evolution of AI agents in marketing automation. He recommends starting with pre-built AI tools before attempting custom development, emphasizing the importance of mastering prompt engineering and data integration first. Holland outlines a practical progression path from using AI for basic tasks to implementing complex automated workflows that can transform marketing operations.

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