LegalSan José, Costa RicaNDA
AI-assisted legal research
A forensic research tool that interprets and searches a large body of legal protocols.
Business outcome
- • Supported legal work connected to a claim exceeding USD 1 million
My responsibility
Full architecture and implementation ownership.
Business challenge
The engagement required a forensic research tool capable of interpreting and searching a large body of legal protocols.
Architecture and technologies
- Parallel AI agents (Claude and OpenAI)
- Tesseract OCR
- Next.js
- Retrieval-augmented generation (RAG)
Scale
- • 5 internal users
Key lesson
In high-stakes research, observability and human validation are not overhead. They are what make an AI system responsible enough to rely on.
Client described anonymously under NDA.