AILinggo is a research-focused startup specializing in multilingual legal translation with LLMs. We develop models capable of preserving legal meaning, context, and structural hierarchy across legislation, case law, and administrative documents, while advancing technologies such as legal document formatting, structure-aware chunking, legal-domain RAG, and translation quality evaluation. Our work supports high-reliability legal translation platforms for public institutions and enterprises.