How We Solve It
Technical implementation details that drive ROI.
Data Sovereignty
Local vector stores or private cloud (HIPAA/GDPR compliant).
Hallucination Control
Strict grounding. AI only answers from *your* documents.
Advanced RAG
Chat with thousands of case files instantly with citations.
CASE STUDY
Real World Impact
1
The Challenge
A mid-sized firm spent 40+ hours/week manually summarizing deposition transcripts.
2
The Solution
We built a secure RAG portal allowing lawyers to 'chat' with PDF transcripts and extract key contradictions.
3
The Result
Reduced manual review time by 85%. ROI achieved in 6 weeks.
ROI VERIFIED
System Architecture
stack_config.json
// Frontend & Application
Pinecone (Private)
React Frontend
// AI & Inference
Python/Node.js Middleware
LangChain
// Data & Infrastructure
Azure OpenAI (Zero Retention)
Docker
// Status
Optimized for Scale
Frequently Asked Questions
We use Azure OpenAI or zero-retention API settings, ensuring your data is not used for model training.
We prioritize 'grounding'. The model must provide a link to the specific page/paragraph in the source document.
Yes, we integrate OCR (Optical Character Recognition) pipelines to digitize scanned PDFs before processing.
Yes. We can deploy data persistence layers in specific geographic regions to meet sovereignty requirements.
We can build custom integrations with any Case Management System that has an API.
Our pipelines can process thousands of documents per hour. Initial ingestion usually takes 1-2 days.