The Universal AI Threshold Framework (UATF) is a cross-industry modular system, designed to evaluate filter, and control AI actions through a structured set of thresholds defining: sector ,strictness, filter gatesrisk, human oversight, and AI autonomy. It provides organizations with a universal method to decide when AI may act autonomously, when human intervention is necessary, and when actions must be blocked entirely.