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Supplying it makes the output fully reproducible.","type":"string","minLength":1,"maxLength":40},"roundingTolerance":{"description":"Absolute arithmetic tolerance in currency units, replacing the default of one minor unit per rounding step.","anyOf":[{"type":"number"},{"type":"string","minLength":1,"maxLength":40}]},"duplicateWindowDays":{"description":"Maximum date gap for near-duplicate matching (default 14).","type":"integer","minimum":1,"maximum":365},"minHistoryForPatterns":{"description":"Minimum same-supplier invoices required before supplier-behavior baselines are used (default 3).","type":"integer","minimum":2,"maximum":50}},"additionalProperties":false}},"required":["invoice"],"additionalProperties":false,"examples":[{"invoice":{"invoiceNumber":"INV-2026-1043-A","supplierName":"ABC Trading LLC","supplierId":"SUP-291","invoiceDate":"2026-09-20","dueDate":"2026-10-20","currency":"USD","subtotal":9200,"tax":460,"total":9660,"bankAccount":"US123456789","paymentTermsDays":30,"poNumber":"PO-2026-818","lineItems":[{"description":"Consulting services","quantity":10,"unitPrice":920,"taxRate":5,"total":9200}]},"historicalInvoices":[{"invoiceId":"AP-7781","invoiceNumber":"INV-2026-0981","supplierName":"ABC Trading LLC","supplierId":"SUP-291","invoiceDate":"2026-06-18","currency":"USD","total":9177,"bankAccount":"US987654321","paymentTermsDays":30,"status":"paid","lineItems":[{"description":"Consulting services","quantity":9.5,"unitPrice":920,"total":8740}]},{"invoiceId":"AP-7902","invoiceNumber":"INV-2026-1002","supplierName":"ABC Trading LLC","supplierId":"SUP-291","invoiceDate":"2026-07-19","currency":"USD","total":9901.5,"bankAccount":"US987654321","paymentTermsDays":30,"status":"paid","lineItems":[{"description":"Consulting services","quantity":10.25,"unitPrice":920,"total":9430}]},{"invoiceId":"AP-8015","invoiceNumber":"INV-2026-1021","supplierName":"ABC Trading LLC","supplierId":"SUP-291","invoiceDate":"2026-08-20","currency":"USD","total":8694,"bankAccount":"US987654321","paymentTermsDays":30,"status":"paid","lineItems":[{"description":"Consulting services","quantity":9,"unitPrice":920,"total":8280}]},{"invoiceId":"AP-8117","invoiceNumber":"INV-2026-1043","supplierName":"ABC Trading LLC","supplierId":"SUP-291","invoiceDate":"2026-09-18","currency":"USD","total":9660,"bankAccount":"US987654321","paymentTermsDays":30,"status":"pending"}],"purchaseOrder":{"poNumber":"PO-2026-818","supplierId":"SUP-455","supplierName":"Delta Office Supplies Ltd","currency":"USD","totalAmount":20000,"status":"open"},"options":{"asOfDate":"2026-09-23"}}]},"outputSchema":{"$schema":"https://json-schema.org/draft/2020-12/schema","type":"object","properties":{"riskScore":{"type":"integer","minimum":0,"maximum":100,"description":"0–100, higher = more risk indicators; see scoring for the exact computation."},"riskLevel":{"type":"string","enum":["low","medium","high","critical"],"description":"low 0–14, medium 15–39, high 40–64, critical 65–100."},"decision":{"type":"string","enum":["continue","review","hold"],"description":"Advisory only: low → continue, medium/high → review, critical → hold. 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MarketDataAvailable","regionalFallbackCountries"],"additionalProperties":false},"vinCheck":{"anyOf":[{"type":"object","properties":{"vinMasked":{"type":"string"},"wmiRegion":{"type":"string","enum":["north_america","south_america","europe","asia","africa","oceania","unknown"]},"checkDigit":{"type":"string","enum":["valid","invalid","not_applicable"]},"decoder":{"type":"string"},"decodeStatus":{"type":"string","enum":["decoded","not_decoded","unavailable","not_configured"]},"decoded":{"type":"object","properties":{"make":{"type":["string","null"]},"model":{"type":["string","null"]},"modelYear":{"anyOf":[{"type":"integer","minimum":-9007199254740991,"maximum":9007199254740991},{"type":"null"}]},"trim":{"type":["string","null"]},"bodyClass":{"type":["string","null"]},"fuelType":{"type":["string","null"]},"driveType":{"type":["string","null"]},"transmission":{"type":["string","null"]},"engine":{"type":["string","null"]}},"required":["make","model","modelYear","trim","bodyClass","fuelType","driveType","transmission","engine"],"additionalProperties":false},"matches":{"type":"object","properties":{"make":{"type":["boolean","null"]},"model":{"type":["boolean","null"]},"year":{"type":["boolean","null"]}},"required":["make","model","year"],"additionalProperties":false},"enrichedFields":{"type":"array","items":{"type":"string"}},"notes":{"type":"array","items":{"type":"string"}}},"required":["vinMasked","wmiRegion","checkDigit","decoder","decodeStatus","decoded","matches","enrichedFields","notes"],"additionalProperties":false},{"type":"null"}]},"currencyConversion":{"type":"object","properties":{"resultCurrency":{"type":"string"},"sourcesConfigured":{"type":"array","items":{"type":"string"}},"conversions":{"type":"array","items":{"type":"object","properties":{"from":{"type":"string"},"to":{"type":"string"},"rate":{"type":"number","exclusiveMinimum":0},"source":{"type":"string"},"rateDate":{"type":["string","null"]}},"required":["from","to","rate","source","rateDate"],"additionalProperties":false}}},"required":["resultCurrency","sourcesConfigured","conversions"],"additionalProperties":false},"disclaimer":{"type":"string"}},"required":["status","vehicle","valuationDate","currency","estimatedValue","estimatedPrivateSalePrice","estimatedDealerBuyPrice","estimatedDealerRetailPrice","askingPriceAnalysis","depreciation","adjustments","marketComparables","marketStats","methodology","confidence","riskFlags","assumptions","dataFreshness","marketCoverage","vinCheck","currencyConversion","disclaimer"],"additionalProperties":false},"priorityContexts":["used-vehicle 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