We start at the decision that needs to happen. Not at the idea we happen to like.
We start at the top with the decision that needs to happen. We end at the bottom with the first step we take today.
Standard procedure: we have a budget, a deadline, we come up with an idea. The problem is that nobody in the room said what the campaign needs to cause. Without that, every other choice is arbitrary.
We start at the end. At the decision that needs to occur in the world. From there we derive: who decides, on what basis, when, and what must be true before that moment.
The hypothesis says: "If we say it loud enough, people will hear it." Reality says otherwise. Reality we measure: who listens to what, what they believe, when they change their mind and why.
Tracking discourse isn't a dashboard. It's a daily discipline. We know what changed, what was coincidence, what moved us, and what was merely noise.
AI extends attention. We can observe more, synthesise faster, notice patterns a human would miss. Judgement remains human.
Launching a campaign means publishing content. Running a campaign means deciding every day what to do differently based on what changed. We work in the second mode.