A readiness assessment takes two to six weeks. A pilot on a single team typically runs six to twelve weeks and produces measured before-and-after results. Transforming several teams takes three to six months. An organisation-wide rollout usually runs nine to eighteen months, because adoption and governance set the pace. For a single-quarter timeline, scope the work to one team and one workflow, and measure it properly before widening.

