One AI capability marketers are consistently overestimating today

Marketers assume AI understands business context automatically. Isaac Ferreira, VP of Growth Systems and AI at Shift Paradigm, explains why that assumption fails without proper training. He breaks down giving off-the-shelf AI tools business-specific context, setting operational constraints, and building governance frameworks before deploying them at scale.

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