The finding
The work moved. The headcount didn't.
More campaign types, more surfaces, more signals to read, the same team. AI campaign types absorbed the hands-on-keyboard work and replaced it with harder work: reading demand, holding targets through learning phases, judging whether performance is incremental or just attributed. Respondents put campaign efficiency and profitability at the top of the 2026 priority list. And the time AI tools give back is about five hours a week, not a transformation.