The development of the Marcalyc inference Assistant of Redalyc is part of the actions that Redalyc takes on the commitment with the Open Access consolidation and the technological sustainability of this movement, enriching the catalog of products and services that it shares for more than 17 years. The non-commercial ecosystem of academic communication is strengthened by offering technological tools without charge to scientific journals, driving the democratization of knowledge.