The Control Validation Framework (CVF) is a quantitative risk governance model designed to bridge the gap between hazard identification and control effectiveness validation. Traditional risk assessment methodologies effectively identify hazards but often lack a structured mechanism to measure the real-world integrity of safety controls. CVF introduces a dual-structure model consisting of: Hazard Category (HC) – Defined using a maximum energy principle across standardized energy domains. Risk Control Capability (RC) – Calculated through a multiplicative integrity model incorporating barrier integrity, competency integrity, operational stability, and response integrity. By combining hazard intensity with measurable control performance, the framework enables the quantification of residual risk and control gaps in complex operational environments. The model is designed to complement existing standards such as ISO 31000, API RP 754, and IEC 61511, providing governance-grade metrics suitable for enterprise risk management and board-level decision making.
Teofilus H Mual (Fri,) studied this question.