This work, which began in 2014 as an undergraduate internship report, aimed to verify, based on an analysis of financial ratios, the ability of insolvency prediction models to predict the bankruptcy of publicly traded companies in the Brazilian financial market. In 2015, after several improvements and a more in-depth analysis of the subject, the study was published at a national conference with a larger sample and more robust analysis techniques.