AI Marketing Automation: Workflow Design, Guardrails, and ROI Benchmarks
AI marketing automation is shifting from “set up a sequence and monitor it” to “design a system that learns, decides, and acts across channels.” That shift is measurable: McKinsey estimates generative AI could lift marketing productivity by 5% to 15% of total marketing spend. At the same time, adoption is no longer niche. McKinsey’s global … Read more