A decade ago, the training course scandal erupted in Andalusia, when the PSOE was in power, with leaders like Susana Díaz insisting there was no corruption involved. However, extensive investigations by the Central Operational Unit of the Civil Guard, along with the judge and the Anti-Corruption Prosecutor's Office, have shown that the alleged fraud was not merely a propaganda fabrication. One specific case related to the broader corruption allegations exemplifies the fraudulent activities purportedly taking place in connection with the training courses, raising serious concerns about governance and accountability in the regional administration. This development implies not only legal repercussions for those involved but also a broader discussion on the integrity of political institutions in Spain, particularly regarding the management of public funds during the PSOE's governance.