Known Problem Management (KPM) is a new area of expertise. So new it was created for this story. One huge KPM is inaccurate planogram knowledge, which has made in-store merchandising a crapshoot that produces high levels of waste, lost revenue and disappointed shoppers. According to a just published research report, most tier one retailers lose at least $40 million in sales per year due to this KPM.