Working in public security in Brazil was challenging due to reliance on foreign technologies and lack of standards integration. There was no data exchange between police and security departments, hampering efficient actions against violence. Black Bee co-founder Robson Andrade saw an opportunity to build a national company that developed customized solutions for public security, providing integration with existing systems and new technologies for knowledge extraction. The initial goal was to design solutions tailored to each department's needs within Brazil's realities and requirements.