// Hacker Noon · 4 May 2026

Marketing Automation Is Breaking. AI Is Rewriting Growth

Marketing automation is reaching its limits as AI shifts marketing from rule-based workflows to agent-driven systems that make real-time decisions. Instead of optimizing campaigns and tools in silos, growth leaders need to rethink how their entire marketing operating model works. The real shift is f...

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