Put the analytics into one scoping document
Given that engineering, leadership and marketing all had a stake in this flow, and yet none of these groups appeared to be looking at quite the same picture of it, we recognized an opportunity to bring greater cohesion to the process. To address this, we pulled together the analytics, the market analysis, the existing user flows and the metrics we were ultimately trying to move, and leveraged AI to help organize that collection of inputs into a single scoping document, rather than allowing it to remain four somewhat disconnected opinions.
This approach helped bring the conversation onto a shared set of facts, which, while a valuable and necessary step, was ultimately still a long way short of achieving true alignment. In other words, a document could tell three teams what the problem seemed to be, but it could not necessarily show them the answer, and as a result, it did not, on its own, move stakeholders toward consensus.