RJPS is a spin-off of several successful projects involving Machine Learning, started in 2005 at PUC-Rio and led by Ruy Luiz Milidiú, one of the co-founders of the company. Founded in February 2019, today it has four business partners dedicated full time, including João Paulo Forny Melo, Pedro Ferreira Alves Pinto, and Rafael Henrique Santos Rocha. The projects developed, sponsored by renowned companies such as large banks, insurance, and oil companies, highlighted the demands for the group's expertise in developing innovative business solutions using the most robust technologies of Artificial Intelligence, in particular Machine Learning. We have solid and proven experience developing applications with Big Data for the construction of intelligent systems in different businesses, involving telemetry, financial market, geophysical, vehicle license plate, consumer profiling and textual documents.