European Journal of Computer Science and Information Technology (EJCSIT)

The SFRS Agentic Pipeline: A Deterministic Framework for Standardising Global Climate-Risk Reporting

Abstract

This research introduces a Standardised Financial Risk Score (SFRS) Agentic Pipeline to address the aggregate confusion and subjective drift inherent in decentralized climate-risk reporting. It proposes a Policy-as-Code (PaC) framework that leverages autonomous regional agents (London and Istanbul) governed by a deterministic Standardised Financial Risk Scoring (SFRS) mandate. To measure and correct the divergence between qualitative agent narratives and a canonical mathematical ground truth, the paper used a Pydantic-based Validation Interceptor. The results obtained show that the pipeline successfully identified and corrected initial subjective drifts of 47% and 37% in high-volatility scenarios. The result offers a scalable blueprint for asset management to achieve Mandated Convergence, ensuring that climate disclosure remains mathematically standardized and economically nuanced.

Keywords: RegTech, SFRS, agentic AI, climate-risk, mandated convergence, policy-as-code

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This work by European American Journals is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 4.0 Unported License

 

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Email ID: editor.ejcsit@ea-journals.org
Impact Factor: 7.80
Print ISSN: 2054-0957
Online ISSN: 2054-0965
DOI: https://doi.org/10.37745/ejcsit.2013

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