Value-level trust gate for Korean regulatory documents: every extracted number must be grounded verbatim in the source AND satisfy domain arithmetic, or it is auto-discarded at confidence 0.

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data-validation document-ai financial-statements guardrails invoice korean llm-hallucination mcp ocr regtech
2 Open Issues Need Help Last updated: Aug 15, 2026

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enhancement help wanted v0.2

Value-level trust gate for Korean regulatory documents: every extracted number must be grounded verbatim in the source AND satisfy domain arithmetic, or it is auto-discarded at confidence 0.

Python
#data-validation#document-ai#financial-statements#guardrails#invoice#korean#llm-hallucination#mcp#ocr#regtech
enhancement good first issue v0.2

Value-level trust gate for Korean regulatory documents: every extracted number must be grounded verbatim in the source AND satisfy domain arithmetic, or it is auto-discarded at confidence 0.

Python
#data-validation#document-ai#financial-statements#guardrails#invoice#korean#llm-hallucination#mcp#ocr#regtech