Governance systems traditionally rely on retrospective audits, periodic inspections, and
compliance-driven oversight. These approaches fail to capture the dynamic realities of modern
risk environments, where system performance is shaped by rapidly evolving operational,
technological, and environmental conditions. This...
R. Shawe· International journal of adv...· 0 citations
The Adaptive Governance Systems Framework is introduced, a unified theoretical model that reconceptualizes governance as a dynamic, event-responsive, learning-oriented system and establishes governance intelligence generation and operational observability as foundational capabilities for adaptive governance within comp...
R. Shawe· International journal of adv...· 0 citations
The Governance Translation Framework (GTF) is introduced, a structured model for transforming technical outputs—such as anomaly alerts, predictive analytics, and performance deviations—into decision-ready intelligence for senior leadership.
R. Shawe· International journal of adv...· 0 citations
The Cyber-Physical Governance Framework (CPGF) is introduced, a cross-sector governance architecture that integrates adaptive oversight, AI-enabled sensing, event-validated learning, and executive decision translation across interconnected cyber-physical ecosystems operating amid complexity and rapid change.
R. Shawe· International journal of adv...· 0 citations
The UGA provides a coherent, end-to-end governance architecture that spans sensing, analytics, oversight, validation, translation, and executive decision-making that supports cross-sector governance modernization, institutional resilience, and real-time performance alignment in complex, AI-enabled environments.
R. Shawe· International journal of adv...· 0 citations
It is shown that misalignment between compliance and operational security can result in gaps in risk management, reduced system effectiveness, and governance inefficiencies, and practical implications for integrating regulatory requirements into cybersecurity governance frameworks.
Gilbert B. Mengnjo, R. Shawe· International journal of adv...· 0 citations
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