Maqui.ai: Knowledge Graphs and GraphRAG to Manage Legal Documents

Abstract

We present Maqui.ai, a Chilean startup that helps users find and navigate the legal bodies that apply to a given problem by combining a legal knowledge graph with graph-augmented retrieval-augmented generation. We describe the data pipeline behind the system and discuss the main challenges we have faced while deploying it with real users.

Date
Oct 28, 2026 10:30 AM — 12:00 PM
Location
Bari, Italy
Sebastián Ferrada
Sebastián Ferrada
Assistant Professor

Research. Coffee. Lifting.