The initial operating window is usually 90 days, but the outcome comes first. Here is how we listen, implement, observe real work, and transfer ownership without pretending every product follows the same calendar.
A team told to 'just move this along' with no structure, no documentation, and no process is a slow-motion problem most companies don't recognize until someone leaves. Here's what it costs and how to get ahead of it.
Most AI-on-a-team conversations are about developers. One of the highest-leverage agents I built was for the product side: a ticket-quality agent that shows PMs and POs where work bounces back and why.