Need to make sure not to mix real-life events with fictional elements in a confusing way. Perhaps the Qartulad system represents a metaphor for the bureaucratic and systemic failures she experienced in her real life. That would be a good angle. So, the system could be a fictional manifestation of the same institutional issues she faced, allowing a deeper exploration of how such systems fail vulnerable individuals.