Illustrative Concept Case Study — Not a Verified Client Engagement.

Designing a Grounded RAG Internal Knowledge Assistant for Multi-Department Teams

Organizations that accumulate years of Standard Operating Procedures (SOPs), HR handbooks, product specs, and engineering notes often struggle not from lack of documentation, but from teams being unable to locate exact answers quickly. This illustrative concept case study demonstrates how a Retrieval-Augmented Generation (RAG) architecture makes institutional documentation searchable with verified source citations.

System Architecture

Four-stage pipeline enforcing metadata access permissions before LLM synthesis and displaying clickable citation sources.