Пять проверок для архитектуры извлечения знаний финтех-бота и аудиторских журналов

Оригинал

Five Checks for Fintech Knowledge-Bot Retrieval Architecture and Audit Logs

Short answer: for a fintech engineering knowledge bot, use durable vector retrieval for controlled documentation, add live retrieval only for genuinely changing context, and make every chunk, decision, and citation traceable in an audit log. The least complex design that survives an audit is a two-lane pipeline: an indexed lane for reviewed runbooks and a live lane for current operational notices. Route each question by its freshness contract. Do not let a live result silently replace a reviewe