The Glass Box: A Real-Time Data Framework for Demystifying P&L and Valuation Risk in Capital Markets

Authors

  • Hemanth Kumar Badugu

Keywords:

Financial Control Architecture, Product Control Automation, P&L Attribution, Independent Price Verification, Capital Markets Risk Management

Abstract

This article introduces "The Glass Box," an innovative framework that transforms product control incapital markets from a manual, retrospective process into a real-time, automated governance system. The framework addresses critical

References

JOHN C. HULL, "Risk Management and Financial Institutions," 4th ed., Wiley Finance Series, 2015.

[Online]. Available: https://www.simonfoucher.com/MBA/FINA%20695%20

%20Risk%20Management/riskmanagementandfinancialinstitutions4theditionjohnhull-150518225205

lva1-app6892.pdf

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Published

2025-11-27

How to Cite

Hemanth Kumar Badugu. (2025). The Glass Box: A Real-Time Data Framework for Demystifying P&L and Valuation Risk in Capital Markets . Journal of Computational Analysis and Applications (JoCAAA), 34(11), 854–869. Retrieved from https://eudoxuspress.com/index.php/pub/article/view/4257

Issue

Vol. 34 No. 11 (2025): JOCAAA

Section

Articles

License

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.