A media-buying team says one AI employee scaled 5 campaigns to 60 with the same staff
aryanXmahajan · x · 2026-07-21
A paid post argues that most AI demos optimize for how smart the model looks in a room, but the real test is whether it can own a full job and move payroll-level work.
The example given is a media-buying team that reportedly went from running 5 campaigns to 60 with the same headcount. The AI system is described as doing the unglamorous operational work:
- pulling overnight business changes
- shifting budgets before the standup
- drafting follow-ups
- surfacing only the decisions that need human approval
The post frames the useful boundary as: the AI proposes, humans approve, and nothing important fires blindly.
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