In that same year, the club also reached the Copa Colombia finals, knocking Deportes Tolima, Atlético Nacional, and Millonarios out of the competition successively before losing to Deportivo Cali.

[2][3] In March 2015, the club moved to Rionegro, changing its name to Águilas Doradas, citing economic losses as the main reason.

[8][9][10] Since the 2022 Finalización tournament, in which they were managed by Leonel Álvarez, Águilas Doradas started making consistent campaigns in which they made it to the semifinal stage of the competition.

In that tournament, they ended the first stage in second place behind Santa Fe, but failed to advance to the finals despite having won the first three matches in their semifinal group.

[11] The team's unbeaten streak extended for 21 matches before being broken with a 4–0 home thrashing at the hands of Deportes Tolima,[12] and Águilas failed to reach the finals of the competition, placing third in their group.

The team entered the Copa Libertadores in the second stage, losing to Brazilian club Red Bull Bragantino on penalty kicks after two scoreless draws.

[16] The club played its home matches during the 2024 Finalización tournament in Sincelejo, but the agreement with the local government was not renewed at the end of the season due to budget limitations.