AI disruption spans three critical layers that marketers must address simultaneously. Isaac Ferreira, VP of AI Growth Systems at Shift Paradigm, explains how artificial intelligence is fundamentally reshaping marketing technology, buyer behavior, and organizational operations. The conversation covers building contextual intelligence engines beneath existing SaaS platforms, implementing agentic governance systems for enterprise AI deployment, and developing discovery architecture that cuts through AI-powered content curation filters.
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