In April 2026, McKinsey’s Growth, Marketing & Sales Practice published “Reinventing marketing workflows with agentic AI.” It is worth reading in full. But the story is not that a major firm now has a point of view on agentic marketing. It is what that point of view confirms.
McKinsey estimates agentic AI will come to power as much as two-thirds of current marketing activities. They project 10 to 30 percent revenue growth from hyperpersonalized marketing for organizations that adopt agentic workflows, and campaign creation running ten to fifteen times faster. Large numbers. They are not the most useful number in the report.
This is: nearly 90 percent of CMOs are experimenting with AI across the marketing process, and fewer than 10 percent have captured value across end-to-end workflows.
That gap is the whole story. It is the distance between a marketing team that has AI everywhere and a marketing team that has AI working. The first condition is easy to reach and easy to mistake for progress. The second is rare on purpose.
Why the gap exists
The instinct, when results lag, is to assume the tools are not good enough yet and to wait for better ones. McKinsey’s findings point the other way. The teams capturing value are not the ones with better tools. They are the ones that did the harder work of rebuilding their workflows around agents, instead of bolting agents onto the workflows they already had.
The report lays out a five-step process for that rebuild, from mapping how work actually gets done today to redefining the human roles that oversee the agents. Read it. But notice the shape of the argument. Every step is about organizational design, not model selection. The constraint McKinsey keeps returning to is not the intelligence of the agents. It is data structure, system interoperability, governance, and whether your people know how to direct the work.
The part AAIML was built around
This is the thesis this community organizes around. The marketers who win the next phase are not the ones who adopt the most tools. They are the ones who redesign how their teams operate, so one person can direct a network of agents and still own the judgment, the taste, and the brand. McKinsey describes the same future: hybrid human and agentic teams where the human is not replaced but moved up, into strategy, oversight, and the qualitative calls that do not automate.
None of this is a reason to feel behind. Fewer than one in ten organizations have crossed the gap. The playbook is still being written, by practitioners, in real time. That is the work this community exists to do together.
So the question worth sitting with is not whether agentic AI will reshape marketing. McKinsey, and your own pipeline, have answered that. The question is narrower and more uncomfortable. When you look at your team’s workflows, are you rebuilding them, or are you decorating them?