Multi-Layered Memory Architecture for Institutional Intelligence: A Technical Implementation Guide

Authors

  • Sudhindra Desai

Keywords:

Multi-Layered Memory Architecture, Enterprise Artificial Intelligence, Retrieval-Augmented Generation, Vector Databases, Institutional Intelligence

Abstract

Multi-layered memory architecture represents a transformative advancement in enterprise artificialintelligence systems, enabling organizations to develop institutional intelligence through five distinctmemory types: episodic, semantic, procedural, regulatory, and operational. This architectural paradigmshift addresses fundamental limitations of stateless AI systems by implementing sophisticatedorchestration frameworks, vector databases

References

STX Next, "Deploy secure AI that eliminates information silos," 2025. [Online]. Available: https://www.stxnext.com/solutions/rag-implementation

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Published

2025-12-31

How to Cite

Sudhindra Desai. (2025). Multi-Layered Memory Architecture for Institutional Intelligence: A Technical Implementation Guide . Journal of Computational Analysis and Applications (JoCAAA), 34(12), 986–1005. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/4690

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Articles