Case Studies

The Challenge

A hospital chain needed an AI system to help doctors access patient history and medical guidelines instantly — but couldn't send sensitive patient data to cloud APIs due to HIPAA requirements.

Our Solution

We deployed a Llama 3-based RAG system on their on-premise servers, connected to their EMR database. Doctors could query patient records and clinical guidelines through a secure chat interface.

Results

The Challenge

An e-commerce platform was overwhelmed with support tickets — 500+ daily queries about orders, returns, and product details. Response times averaged 12 hours.

Our Solution

We built a custom AI chatbot trained on their product catalog, FAQs, and order system. Integrated directly into their website and WhatsApp, running on their private AWS infrastructure.

Results

The Challenge

A financial services firm spent 200+ hours per month on manual document compliance review. Errors and delays were causing regulatory risks.

Our Solution

We designed a multi-agent AI workflow using Mistral and custom fine-tuned models. The system automatically reviews documents, flags compliance issues, and generates audit reports — all on their private servers.

Results