Workflows

Reading four thousand search terms to find the forty that matter is exactly the work models are good at and humans are bad at. The risk is the opposite one — an over-enthusiastic negative list strangles the campaign faster than the waste ever did.

AI is genuinely bad at the part of reporting most people want to automate, and genuinely good at the part nobody thinks to automate. Getting that the wrong way round produces a client report that quietly changes shape every month.

Most wasted spend is not hiding. It is sitting in plain view inside a report nobody exported this month. The useful question is which six places to look first, and which kinds of waste are invisible from inside a single platform.