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
The Governance Maturity Model is introduced, a five-level capability framework that evaluates an organization's readiness to implement adaptive, AI-enabled governance systems and provides a structured pathway for organizations seeking to modernize governance practices, strengthen accountability, and align oversight mec...
Dr. Robb Shawe· International journal of adv...· 0 citations
Governance systems across sectors exhibit significant variability in their ability to integrate
artificial intelligence, real-time monitoring, and adaptive oversight. While some sectors
demonstrate advanced governance maturity—characterized by continuous sensing, predictive
analytics, and event-validated learning—other...
Dr. Robb Shawe· International journal of adv...· 0 citations
This study quantitatively evaluates the performance of a YOLO-based computer vision system for real-time hazard detection across construction, manufacturing, and healthcare environments in New York State and indicates that YOLO-based systems significantly outperform manual inspection across all metrics.
Dr. Robb Shawe· International journal of adv...· 0 citations
The model demonstrates how AI can serve as a governance augmentation layer, generating decision-support intelligence, generating decision-support intelligence, accelerating operational awareness, enhancing adaptive oversight, and supporting real-time governance recalibration.
Dr. Robb Shawe· International journal of adv...· 0 citations
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