Every undocumented database has the same problem — nobody knows what anything means. AMX is a self-hosted, agentic CLI that reads your tables, docs, and code together, then drafts evidence-grounded descriptions for every table and column with confidence scores. Whole-warehouse first pass in minutes, not weeks. Human review before anything lands. Nothing leaves your network, bring your own LLM.