Ríos entered politics under the mentorship of the Socialist legislator Alfredo Bravo, and started working within the Alliance for Work, Justice and Education (the short-lived coalition that brought Fernando de la Rúa to the presidency in 1999).
Upon the breakup of the Alliance after the 2001 crisis, Ríos aligned with Elisa Carrió and worked on the construction of the local ARI.