The 3-Tier Integrated Technology Risk Model for Occupational Safety and Health

Abstract:This paper presents the 3-Tier Integrated Technology Risk Model, a progressive framework for Occupational Safety and Health (OSH) management that integrates Job Safety Analysis (JSA), dynamic risk assessment using leading and lagging indicators, and predictive analytics powered by Large Language Models (LLMs). The model provides organizations with a structured pathway to evolve from static, reactive safety practices to a sophisticated, predictive safety paradigm. Each tier builds upon the previous one, creating a comprehensive, data-driven approach that enables just-in-time training and preemptive risk mitigation.

Artificial Intelligence (cs.AI)

arXiv:2611.02257 [cs.AI]

(or arXiv:2611.02257v1 [cs.AI] for this version)

https://doi.org/10.48550/arXiv.2611.02257 Focus to learn more arXiv-issued DOI via DataCite (pending registration)

International Journal on Integrating Technology in Education (IJITE) Vol.15, No.1, March 2026

https://doi.org/10.5121/ijite.2026.15105 Focus to learn more DOI(s) linking to related resources

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