Held on December 1, 2025, and organized by the Secretaria da Segurança Pública do Paraná (SESP/PR), the seminar aimed to present the development of the Domestic Violence Revictimization Algorithm, the result of a partnership between CAPE/SESP and the Inter-American Development Bank (IDB), with technical consulting from Laura Schiavon, Ísis Lira, and Matheus Nascimento, researchers at Leme. During the event, discussions covered the process of integrating and improving data systems, operational challenges in assisting women in situations of violence, and the potential of artificial intelligence to strengthen prevention efforts. Laura Schiavon took part in the seminar, contributing to the discussions and presenting, from her institutional and technical perspective, evidence and reflections on the strategic use of data and predictive modeling to enhance public security responses to domestic violence.