وصف الخدمة

Most AI transformation dashboards show the wrong indicators. Volume of AI use. Hours saved. Tasks automated. None of these tell the leader whether the transformation is actually working. This workshop replaces vanity metrics with the four indicators that genuinely predict AI transformation success or failure, the early-warning signals that let leaders course-correct before the board notices, and the conversations to have with the team when an indicator goes red.