Dr. A. Shaji George. 2026. “Architectural Convergence in Security Operations: A Technical Framework for AI-Augmented Threat Detection, Automated Response, and Organizational Cyber Resilience”. Partners Universal Innovative Research Publication 4 (2):67-91. https://doi.org/10.5281/zenodo.19986642.