How I Built a RAG System Over more than 100 USCIS Administrative Appeals Office Decisions with Gemini

USCIS denial rates for EB-1A petitions nearly doubled in one year - from 25.6% to 46.6%. NIW denial rates hit 64.3%. Immigration attorneys charge $5,000 to $15,000 for case preparation that most applicants can't afford.

I'm building . Free multi-visa analysis across 5 categories. The RAG-powered deep analysis, pre-submit consistency audit, document generation, and RFE response module are available with paid plans.

Built entirely on Gemini 2.5 Flash + gemini-embedding-001 + Google Cloud Run + Firestore for the .