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An adjudicated-query pattern keeps lease compliance decisions in a rules engine
The pattern lets users ask compliance questions in chat while a deterministic rules engine makes pass/fail decisions; the post includes an end-to-end sample for lease checks. Separating language-model interaction from authoritative decisions is useful for high-stakes AI workflows.
- What
- Adjudicated Query is a conversational layer over a deterministic rules engine for high-stakes compliance checks.
- How
- The model maps natural-language questions to fixed typed operations and narrates results; the rules engine makes determinations and produces a completeness receipt.
- Why it matters
- Keeping decisions in deterministic, versioned rules supports auditable results and ensures unassessed records are reported rather than omitted.
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