01 / The challenge
Teams needed fast answers from large policy collections without relying on generic model memory. Every answer had to be traceable, access-controlled, and reviewable.
A secure RAG platform that turns policy, civic, and compliance documents into source-linked answers inside organization workspaces.
Project result
1,682+ documents across 19+ organizations
1,682+
documents managed
135+
platform users
83.8%
query success




01 / The challenge
Teams needed fast answers from large policy collections without relying on generic model memory. Every answer had to be traceable, access-controlled, and reviewable.
02 / Our approach
We built document ingestion, vector retrieval, source-scoped querying, citation logic, organization workspaces, role-based administration, and audit history as one controlled product workflow.
03 / The result
The platform now manages more than 1,682 documents across 19 organizations, supports over 135 users, and records every important query and account action for review.
04 / What shipped
Organization-based workspaces and access control
Document ingestion, vector search, retrieval, and citations
Query history, audit logs, administration, and account security
Client feedback
“He communicated clearly, responded quickly, and made sure the requested changes were implemented properly.”