Gartner's report warns that AI SOC agents can reduce alert backlogs and speed investigations, but most organizations will not realize measurable improvements without a structured, outcomes-driven evaluation. The framework outlines seven evaluation categories—outcomes measurement, vendor viability, analyst augmentation, autonomy boundaries, integration, and transparency—and highlights Prophet Security as an example aligned with these principles. #Gartner #ProphetSecurity