Tier-1 Investment Bank — Financial Services
Secure RAG 2.0: Financial Intelligence
An air-gapped, access-aware RAG 2.0 system with document-level security, enabling 1,200+ analysts to query sensitive research without data leakage.
The Challenge
The bank needed to leverage LLMs for deep research analysis but could not risk uploading proprietary data to cloud providers. Furthermore, internal data access was siloed—analysts should only be able to retrieve information they are explicitly authorized to view.
Our Approach
We deployed a Secure RAG 2.0 architecture entirely on-premise. The system features a 'Security-First Retrieval' layer that cross-references user ACLs with document metadata in the vector database, ensuring zero-leakage retrieval. We also implemented a 'Verification Loop' where the AI cites specific sources that are then verified for accuracy before display.
Results
- 85% reduction in research synthesis time
- Zero compliance incidents since deployment
- Supports 50K+ sensitive research papers
- Fully air-gapped — no data ever leaves the VPC
Want similar results?
Let's discuss how we can build a custom solution for your organization.
Start a Conversation