Quantum LLM Assistant
Deploying secure, on-premise Large Language Models fine-tuned for enterprise compliance and private database queries.
The Challenge
Using public cloud LLMs for sensitive business data poses compliance and privacy risks, while raw LLMs lack specific context.
Our Approach
We deployed an on-premise open-weights LLM, utilizing Retrieval-Augmented Generation (RAG) mapped directly to secure enterprise databases.
The Solution
A fast chat interface with strict access controls, capable of drafting reports, querying internal documents, and citing exact files.
Results & Impact
Document search times dropped from hours to seconds, and regulatory drafting efficiency increased by 30%.