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Question 11 of 44
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Hotspot Solution:
| Decomposed Component | Execution Layer |
|---|---|
| Classify invoice type from unstructured text | Model Stage |
| Validate extracted JSON against target schema | Post-Processing |
| Persist verified invoice record to system of record | Post-Processing |
| Extract structured line-item attributes | Model Stage |
| Optical character recognition (OCR) on scanned images | Pre-Processing |
| Redact PII prior to model invocation | Pre-Processing |
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OCR and pre-invocation PII redaction prepare inputs in Pre-Processing. Invoice classification and unstructured attribute extraction use Claude in the Model Stage. Deterministic schema validation and database persistence occur in Post-Processing.