Why the order is fixed
Anyone setting out on this path starts at step one. That is not a commercial rule but a methodological one: you cannot optimise what you have not measured, and you only know whether it worked once you measure again. Skip step one and you are optimising on a hunch — which is precisely what already happens more than enough in this discipline.
The steps after that are not all compulsory. Some brands have enough with the measurement and the advice, and handle the execution themselves. Others run the full path. What does not happen is starting at the back. The first four steps form that cadence; agent readiness joins once AI does not only advise but also acts.
How we work
We start with a bounded assignment and a clear result, so you know what you are buying before you go further. If it proves to work, it moves into a recurring arrangement: periodic re-measurement, adjustment and execution at a fixed rhythm. Everything we deliver is written and defensible — numbers are the start of the conversation, not the end product.