Qué es realmente la latencia de decisión La latencia de decisión es el intervalo entre el momento en que aparece una señal en los datos de tu campaña y el momento en que tu sistema actúa sobre ella. En un proceso gestionado por humanos, ese intervalo incluye: que alguien detecte la señal, la señale al equipo, el equipo la revise en el próximo checkpoint disponible, acuerden una respuesta e implementen el cambio. En su versión más rápida, un equipo reactivo, una señal clara, sin fricción de aprobación. Ese proceso tarda horas. En condiciones operativas normales, tarda días. En organizaciones complejas…
el CPM de tu campaña contaba una historia diferente a las 3am Tu CPM subió un 28% en dos exchanges entre medianoche y las 6am. La plataforma reportó el CPM medio del día. La media parecía correcta. No lo estaba. Una parte significativa de tu presupuesto nocturno corrió a un precio que un sistema en tiempo real habría redirigido. La media absorbió el problema y lo hizo invisible. Esto no es un fallo de reporting. Es estructural. Las medias diarias están diseñadas para resumir, no para señalar. Cuando la señal importa más, en las horas en que ningún humano está…
What happens after the team hands over the brief The brief is the last moment everything makes sense. The objective is clear. The team sets the budget. And defines the audience. Everyone agrees on what success looks like. And then execution begins, and the document stops being the campaign. Not because anyone ignores it. Because execution is a different environment. Platforms have their own logic. Algorithms have their own priorities. The conditions the brief addressed shift within days, sometimes within hours. And the system running the campaign doesn’t read the brief. It follows its last instruction, at the speed its…
What decision latency actually is Decision latency is the interval between the moment a signal appears in your campaign data and the moment your system acts on it. In a human-managed process, that interval includes: someone noticing the signal, flagging it, the team reviewing it at the next available checkpoint, agreeing on a response, and implementing the change. At its fastest — a responsive team, a clear signal, no approval friction — that process takes hours. In normal operating conditions, it takes days. In complex organizations with multiple approval layers, it can take a week. The market doesn’t pause while…
At 3am, the report and your CPM disagreed Your CPM spiked 28% on two exchanges between midnight and 6am. The platform reported average CPM for the day. Average looked fine. It wasn’t fine. A significant portion of your overnight budget ran at a price that a real-time system would have redirected. The average absorbed the problem and made it invisible. This isn’t a reporting failure. It’s a structural issue. Daily averages are designed to summarise, not to signal. When the signal matters most, in the hours when no one is watching, the summary is all that remains. You paid for…
How agencies design their KPIs No one sat down and decided to design a KPIs framework that would obscure performance. That’s not how these things happen. Agency KPIs emerged the way most professional standards do: organically, over time, shaped by what was possible to measure, what was possible to influence, and what was possible to demonstrate to a client in a quarterly review. The result is a framework that centers variables where human expertise shows and attributes clearly. Reach. Frequency. CPM efficiency. Campaign setup quality. Reporting turnaround. Strategic recommendations delivered. These are real inputs. They reflect genuine work. The problem…