Guiri is a purpose-built AI for one of expat life's most frustrating problems: figuring out how Spanish bureaucracy actually works. Where a general-purpose chatbot gives you vague guidance pulled from training data, Guiri combines frontier-model reasoning with multimodal document analysis, so you can upload a letter from the Ayuntamiento or a residency form and get a plain-language explanation of what it means and what to do next. It adjusts its answers based on your nationality and preferred language, since the rules for a British citizen applying for residency differ from those for a Brazilian or an American. The platform tracks evolving local regulations so the information stays current — useful in a country where processes change frequently and vary by region. It's a practical tool for anyone dealing with NIE applications, empadronamiento, work permits, tax obligations, or other admin hurdles that are hard to parse even in Spanish.