استشارات حوكمة الذكاء الاصطناعي

We identify the systems in scope, how they are used, who may be affected, which evidence exists, and who can make the consequential decisions, then shape risk tiers, decision rights, policy boundaries, lifecycle controls, and exception routes around those named systems rather than around a generic framework. Realistic decisions are run through the design to expose unclear wording, unsupported readiness claims, owners without authority, and controls that leave no usable evidence behind. The handoff records who decides, what stays open, which evidence must be retained, who is left holding the residual risk, and the date or change that brings the question back.