Document classification for debt collection
Institution: Judicial Branch
What it is
AI system for automated document classification at the Specialized Debt Collection Court of Pérez Zeledón.
Verified results
1,302,899 documents processed; reduction of the open caseload in debt collection.
Context
The most mature documented case of AI document classification in the Costa Rican State. Adoption came from a regional court, not from a central initiative, showing that judicial innovation is moving without national coordination.
Official source
↗ https://pj.poder-judicial.go.cr/index.php/component/content/article/760-poder-judicial-implementa-inteligencia-artificial-para-disminuir-circulante-en-materia-cobratoriaRelated projects
ML model for budget execution forecasting
LiveBudget execution forecasting with machine learning, used by 60+ management centers.
Live since: 2019
Anonymization with Nymiz
LiveAutomated anonymization of personal data in judicial documents, aligned with the Data Protection Regulation.
Live since: 2023
AI analysis of Constitutional Chamber rulings
LiveML analysis of 500,000+ Constitutional Court rulings (1989-2018), in partnership with UCR/IIJ and the State of the Nation Program.
Live since: 2025