Policy-as-Code for AI Risk Governance: Translating AI Risk Frameworks into Platform Guardrails
Keywords:
AI Risk Governance, Policy-as-Code, Guardrails, Model Lifecycle, Compliance Automation, AuditabilityAbstract
The implementation of AI on the enterprise level presents a problem of governance that cannot beaddressed by manual review processes at scale. Algorithm bias, model misuse, data leakage, and operational drift belong to various classes
References
Timothy Tiggeloven et al., "The Role of Artificial Intelligence for Early Warning Systems: Status, Applicability, Guardrails, and Ways Forward," ScienceDirect, iScience, vol. 28, no. 11, Nov. 2025. https://www.sciencedirect.com/science/article/pii/S2589004225019509
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Published
2026-03-11
How to Cite
Lakshmi Priya Gopalsamy. (2026). Policy-as-Code for AI Risk Governance: Translating AI Risk Frameworks into Platform Guardrails. Journal of Computational Analysis and Applications (JoCAAA), 35(3), 249–256. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/5114
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