A fixed-scope review of one AI-touched system, workflow, vendor decision, or platform risk. I map it, probe it, trace it, and hand back a two-page leadership readout. For CTOs, VPs of Engineering and Infrastructure, heads of platform and SRE, and the risk and AI-governance leaders who carry the consequence.