Sweep thousands of leases for compliance using Amazon Quick and the Adjudicated Query pattern
AWS Adjudicated Query pattern uses LLMs only for NL translation, not compliance decisions
“A law change is a rulebook row edit, not a code deployment.”
AWS introduces the Adjudicated Query pattern via Amazon Quick, which restricts LLMs to translating natural language into typed operations while a deterministic rules engine handles all pass/fail compliance decisions. This directly addresses the provability and defensibility gaps in RAG and text-to-SQL approaches for high-stakes domains like lease compliance, sanctions screening, and insurance adjudication. The pattern is notable for encoding a principled boundary on where AI is and is not trustworthy in enterprise workflows.