Explainable AI in BI Dashboards: Increasing Transparency in Loan Approval Decisions

Pranay Mungara

Explainable AI in BI Dashboards: Increasing Transparency in Loan Approval Decisions

Authors

Pranay Mungara

Keywords:

Explainable AI, Business Intelligence, Loan Approval, Transparency, Machine Learning Models

Abstract

The role of Explainable AI (XAI) in the context of Business Intelligence (BI) dashboards needsexploration, e.g., Colinda's loan tolerance measurements, how to build high risk/low riskapplications, etc. Financial services have reached a level of automation in decision making, automation model feature extraction

References

Giudici, P.; Raffinetti, E. SAFE Artificial Intelligence in finance. Financ. Res. Lett. 2023, 56, 104088.

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Published

2025-12-06

How to Cite

Pranay Mungara. (2025). Explainable AI in BI Dashboards: Increasing Transparency in Loan Approval Decisions . Journal of Computational Analysis and Applications (JoCAAA), 34(12), 140–158. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/4330