Mahesh Kumar Damarched. Agentic AI Modernization: Transforming Institutional Infrastructure Through Orchestrated Multi-Agent LLM Framework. JCSTS. 2026;8(4):01-24. doi:10.32996/jcsts.2026.8.4.1