Juri IA

AI-powered judicial document analysis for insurance fraud detection and risk management

Claims Technology Startup Bootstrapped

Overview

Juri IA is a claims technology and legal data platform for P&C carriers, focused on transforming judicial and legal documents into structured, queryable data. The platform targets the Argentine and broader LATAM insurance market, where court rulings and jurisprudence are generated at scale but rarely processed in a systematic way.

The platform uses artificial intelligence to analyze judicial sentences, extracting up to 50 data types per document -- including intervening parties, disability percentages, and pathologies -- and loading them into a centralized database. This structured output supports fraud detection workflows, underwriting risk assessments, and claims decision-making. Integration with Power BI enables business intelligence reporting on top of the extracted data. A natural language query interface for the judicial database is on the product roadmap.

Juri IA is currently in beta, participating in the Argentine insurtech ecosystem through the Camara Insurtech Argentina. The company was selected as a finalist at the Insurtech MeetDay 2026 in Rosario (June 2026) and participated in the LinkUp fifth edition at Meridional Seguros in November 2025.

Products & Services

Judicial Sentence Analysis

AI-powered analysis of judicial rulings that extracts structured data from court documents at scale. The system processes large volumes of decisions and generates a database of litigation metadata used for fraud detection and risk assessment.

Key Features

Extraction of up to 50 data types per judicial document
Identification of intervening parties, disability percentages, and pathologies
Structured output for downstream fraud detection and underwriting workflows

Target Users: P&C carriers managing claims and litigation risk

Jurisprudence and Query Database

Access to a structured database of judicial decisions, witnesses, and disability history. Enables insurance professionals to query past rulings and identify patterns relevant to active claims or underwriting decisions.

Key Features

Searchable jurisprudence database built from processed court rulings
Query interface for claims and underwriting teams
Historical disability and litigation trend data

Target Users: Claims adjusters, underwriters, and legal teams at insurance carriers

Power BI Integration

Structured data extracted from judicial documents can be connected to Power BI for reporting and analytics. Provides insurers with business intelligence dashboards built on legal document data.

Key Features

Direct data feed from judicial document processing pipeline to Power BI
Configurable dashboards and reports
Supports claims analytics and fraud reporting use cases

Target Users: Analytics teams and management at insurance carriers

At a Glance

Headquarters: Rosario, Santa Fe, Argentina
Employees: 1-10
Funding: Bootstrapped

Category & Focus

Category: Claims Technology
Subcategories: Fraud Detection Legal Document Analysis Jurisprudence Database
Insurance Verticals: P&C Commercial Specialty/E&S
Target Customers: Carriers