We Tested AI Inside Real Marketing Workflows

Evidence, limits and lessons from a real B2B marketing operation.

In the Ctrl+M series, I examine AI from inside a working marketing organisation: what changes when it becomes part of the team, where it creates real value, and why clear thinking still matters more than fast production.