In the 2012 season, the Raposa showed clear signs of improvement under the presidency of Gilvan Tavares. The squad delivered a competitive campaign in the Campeonato Brasileiro Série A, securing a solid 9th-place finish in the top flight. The team also enjoyed positive runs in cup competitions, reaching the semifinals of the Campeonato Mineiro and advancing to the Round of 16 in the Copa do Brasil, with creative playmaker Montillo providing crucial moments on the pitch.