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TL;DR By 2028, autonomous AI marketing agents will plan, execute, optimize, and report on full-funnel campaigns with minimal human input. Early versions are already outperforming junior-to-mid-level teams. ML First Class Marketing is training the first commercial Agentic Marketing suite launching to select clients in 2026. Everyone is talking about “AI copilots.” That’s cute. The real shift is AI agents — autonomous systems that don’t assist humans but replace entire workflow