Public Challenge State Defense Council
2025As part of a public challenge proposed by the State Defense Council (CDE), we worked on a solution to the challenge of structuring the process of entering claims into their system.
Project
The State Defense Council (CDE), an autonomous public technical body whose role is to defend the interests of the State, the Treasury, and its institutions in court, presented to the Desafío Público projects its need to structure the process of filing lawsuits in its system.
At Innovación IMFD, we developed a local tool that allows the Council to optimize and centralize the universe of claims received, thereby better assigning its lawyers to cases. The system is based on allowing claims to be uploaded to the system; using text extractors, classification models, and language models, it is possible to determine participants, laws, entities, and classify the claim according to criteria defined by the CDE.
Python, JavaScript, and PostgreSQL were used for development; services such as Redis for processing usingworkers, Hugging Face for hosting the classification models trained by the team, and OpenAI for entity capture were integrated; MillenniumDB and WUKONG, also developed by the Institute, were used for graph functionality. On the other hand, the interface was built using Next.js, a framework for React that facilitates the construction of web applications. Supabase was also used for authentication, Tailwind for styles, and the recommendations of the SENADIS document "Basic Requirements for an Accessible Website."
Theapplication allows users to upload documents, from which entities and relevant information are extracted, and then classifythem according to criteria and categories defined by the CDE. In addition, the content of the documents is vectorized to perform semantic searches, while the capture of entities allows the creation of a knowledge graph that helps identify more complex relationships between data. The tool is for internal use at the CDE and complies with the privacy and security protocols defined by the IMFD.
Team
Hernán Sarmiento, project director.
Camilo Maldonado, data scientist.
Gabriela Contreras, developer.
Agustín Urrutia, developer.
Ignacio Nuñez, DevOps.