Enterprise RAG Knowledge Assistant
Internal knowledge, made accessible. A secure assistant helping financial services employees find answers in company documents.
Problem
Employees needed a faster way to find information across internal financial services documents, while respecting access permissions.
My Role
Built the admin panel and its enterprise RAG assistant as part of the engineering team.
Solution
Integrated document retrieval and hybrid search into an assistant with role-based access control inside the internal admin panel.
Architecture
A conceptual view of the workflow, rather than a disclosure of internal infrastructure.
Technical Challenges
Relevant retrieval and permission boundaries are central concerns for this application. Private implementation and document details are intentionally omitted.
Outcomes
- 85% answer accuracy.
- 90% less search time.
Reported results supplied for this portfolio; not independently verified. Evaluation datasets, sample sizes, and measurement periods have not been provided.