{"id":14514,"date":"2026-10-07T09:04:12","date_gmt":"2026-10-07T00:04:12","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-purchase-order-intake\/"},"modified":"2026-10-07T09:04:12","modified_gmt":"2026-10-07T00:04:12","slug":"en-purchase-order-intake","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-purchase-order-intake\/","title":{"rendered":"\u6d77\u5916\u306e\u9867\u5ba2\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u6ce8\u6587\u66f8\u3092\u8aad\u307f\u53d6\u3063\u3066\u53d7\u6ce8\u30c7\u30fc\u30bf\u306b\u8ee2\u8a18\u3057\u3001\u898b\u7a4d\u66f8\u3068\u306e\u5358\u4fa1\u30fb\u7d0d\u671f\u30fb\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u30fb\u652f\u6255\u6761\u4ef6\u306e\u98df\u3044\u9055\u3044\u3092\u62fe\u3046"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6d77\u5916\u306e\u9867\u5ba2\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u6ce8\u6587\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u54c1\u756a\u30fb\u6570\u91cf\u30fb\u5358\u4fa1\u30fb\u7d0d\u671f\u30fb\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u30fb\u652f\u6255\u6761\u4ef6\u3092\u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u5f62\u306b\u8ee2\u8a18\u3057\u307e\u3059\u3002\u51fa\u3057\u3066\u3044\u305f\u898b\u7a4d\u66f8\u3068\u7167\u3089\u3057\u3001\u6761\u4ef6\u306e\u98df\u3044\u9055\u3044\u3092\u53d7\u6ce8\u306e\u78ba\u5b9a\u524d\u306b\u62fe\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0587","platform_main":"AWS Textract","publish_date":"","last_updated":"2026-10-07","tech_verified_date":"2026-10-06","trigger":"**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u6ce8\u6587\u66f8\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u6ce8\u6587\u306f\u5c4a\u3044\u305f\u9806\u306b\u51e6\u7406\u3057\u3001**\u7167\u3089\u3057\u305f\u7d50\u679c\u304c\u51fa\u308b\u307e\u3067\u306e\u6642\u9593\u3092\u77ed\u304f\u3057\u307e\u3059\u3002** \u9867\u5ba2\u306f\u6ce8\u6587\u8acb\u66f8\u306e\u8fd4\u308a\u3092\u5f85\u3063\u3066\u304a\u308a\u3001\u6761\u4ef6\u306e\u9055\u3044\u3092\u78ba\u304b\u3081\u308b\u9023\u7d61\u306f\u65e9\u3044\u307b\u3069\u901a\u308a\u3084\u3059\u3044\u304b\u3089\u3067\u3059\u3002\n\n\u6ce8\u6587\u306e\u53d7\u3051\u53d6\u308a\u7528\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3092\u9867\u5ba2\u306b\u6848\u5185\u3057\u3001**\u6dfb\u4ed8\u3092\u81ea\u52d5\u3067\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078\u4fdd\u5b58\u3057\u307e\u3059\u3002** \u55b6\u696d\u62c5\u5f53\u306e\u500b\u4eba\u306e\u30a2\u30c9\u30ec\u30b9\u306b\u5c4a\u3044\u305f\u6ce8\u6587\u306f\u3001\u305d\u306e\u30a2\u30c9\u30ec\u30b9\u3078\u8ee2\u9001\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002**\u8ee2\u9001\u304c\u629c\u3051\u308b\u3068\u3001\u305d\u306e\u6ce8\u6587\u306f\u7167\u3089\u3055\u308c\u306a\u3044\u307e\u307e\u6b8b\u308a\u307e\u3059\u3002**\n\n\u51e6\u7406\u304c\u7d42\u308f\u3063\u305f\u6ce8\u6587\u66f8\u306f\u51e6\u7406\u6e08\u307f\u306e\u5834\u6240\u3078\u79fb\u3057\u3001**\u79fb\u3059\u306e\u306f\u78ba\u8a8d\u306e\u4e00\u89a7\u3078\u306e\u66f8\u304d\u51fa\u3057\u307e\u3067\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051**\u306b\u3057\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u6ce8\u6587\u66f8 | PDF\u3002\u9001\u308a\u5143\u306e\u30a2\u30c9\u30ec\u30b9\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u30ad\u30fc\u3068\u5024\u3001\u660e\u7d30\u306e\u8868\u306e\u30bb\u30eb\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u5024\u3054\u3068\u306e\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u898b\u7a4d | \u898b\u7a4d\u756a\u53f7\u3001\u9867\u5ba2\u3001\u54c1\u756a\u3001\u5358\u4fa1\u3001\u901a\u8ca8\u3001**\u6700\u5c0f\u767a\u6ce8\u6570\u91cf**\u3001\u7d0d\u671f\u306e\u3081\u3084\u3059\u3001\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3068\u5834\u6240\u3001\u652f\u6255\u6761\u4ef6\u3001**\u6709\u52b9\u671f\u9650** | \u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u54c1\u756a\u306e\u5bfe\u5fdc\u8868 | \u9867\u5ba2\u306e\u54c1\u756a\u3001\u81ea\u793e\u306e\u54c1\u756a\u3001\u9867\u5ba2\u306e\u54c1\u540d | \u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u9867\u5ba2\u30de\u30b9\u30bf | \u9867\u5ba2\u30b3\u30fc\u30c9\u3001\u6ce8\u6587\u66f8\u306e\u8a00\u8a9e\u3001**\u6570\u5b57\u3068\u65e5\u4ed8\u306e\u66f8\u304d\u65b9**\u3001\u65e2\u5b9a\u306e\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3068\u652f\u6255\u6761\u4ef6\u3001\u51fa\u8377\u5148\u306e\u4e00\u89a7 | \u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u306e\u4e00\u89a7 | \u898f\u5247\u306e\u30b3\u30fc\u30c9\u3001\u540d\u524d\u3001\u904b\u8cc3\u3068\u4fdd\u967a\u6599\u3092\u58f2\u308a\u624b\u304c\u6301\u3064\u304b | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u898b\u7a4d\u306e\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u51fa\u3057\u3084\u3059\u3055\u3067\u3059\u3002** \u898b\u7a4d\u304c\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u6563\u3089\u3070\u3063\u3066\u3044\u308b\u3068\u3001\u7167\u3089\u3059\u5148\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u898b\u7a4d\u756a\u53f7\u30fb\u9867\u5ba2\u30fb\u54c1\u756a\u30671\u884c\u3092\u5f15\u3051\u308b\u5f62**\u306b\u305d\u308d\u3048\u308b\u3053\u3068\u304c\u3001\u6700\u521d\u306e\u4f5c\u696d\u306b\u306a\u308a\u307e\u3059\u3002","data_source":"**\u8aad\u307f\u53d6\u308a\u306f\u3001Lambda \u304b\u3089 StartDocumentAnalysis \u3092\u547c\u3093\u3067\u59cb\u3081\u307e\u3059\u3002** \u6587\u66f8\u306fS3\u306e\u5834\u6240\u3067\u6307\u5b9a\u3057\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u5148\u306bSNS\u306e\u30c8\u30d4\u30c3\u30af\u3092\u6e21\u3057\u307e\u3059\u3002**`ClientRequestToken` \u306b\u53d7\u4ed8\u306e\u30d5\u30a1\u30a4\u30eb\u3054\u3068\u306e\u5024\u3092\u5165\u308c\u3001\u540c\u3058\u6ce8\u6587\u66f8\u306e\u51e6\u7406\u304c\u4e8c\u91cd\u306b\u59cb\u307e\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002** `JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306a\u3044\u306e\u3067\u3001\u5b8c\u4e86\u3092\u53d7\u3051\u305f\u3089\u3059\u3050\u306b `GetDocumentAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308a\u3001\u81ea\u793e\u306e\u30d0\u30b1\u30c3\u30c8\u3078\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\n\n**\u8cea\u554f\u306f `QueriesConfig` \u306b\u4e26\u3079\u3001`Pages` \u3067\u5f53\u3066\u308b\u30da\u30fc\u30b8\u30921\u30da\u30fc\u30b8\u76ee\u30682\u30da\u30fc\u30b8\u76ee\u306b\u7d5e\u308a\u307e\u3059\u3002** \u7d04\u6b3e\u306e\u30da\u30fc\u30b8\u306b\u8cea\u554f\u3092\u5f53\u3066\u308b\u3068\u3001\u7d04\u6b3e\u306e\u4e2d\u306e\u4e00\u822c\u7684\u306a\u652f\u6255\u6761\u4ef6\u306e\u6587\u3092\u7b54\u3048\u3068\u3057\u3066\u62fe\u3046\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002\n\n| \u8cea\u554f\u306e\u6587\uff08`Text`\uff09 | `Alias` | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| What is the purchase order number? | `PO_NO` | \u91cd\u8907\u306e\u691c\u77e5\u3001\u6ce8\u6587\u8acb\u66f8 |\n| What is the quotation number? | `QUOTE_NO` | **\u898b\u7a4d\u3092\u5f15\u304f\u7b2c\u4e00\u306e\u624b\u304c\u304b\u308a** |\n| What are the Incoterms? | `INCOTERMS` | \u898b\u7a4d\u3068\u306e\u7167\u5408 |\n| What are the payment terms? | `PAYMENT_TERMS` | \u898b\u7a4d\u30fb\u9867\u5ba2\u30de\u30b9\u30bf\u3068\u306e\u7167\u5408 |\n| What is the currency? | `CURRENCY` | \u5358\u4fa1\u306e\u7167\u5408 |\n| What is the ship to address? | `SHIP_TO` | \u51fa\u8377\u5148\u306e\u4e00\u89a7\u3068\u306e\u7167\u5408 |\n\n**\u7b54\u3048\u306f `QUERY_RESULT` \u306e\u584a\u3068\u3057\u3066\u8fd4\u308a\u3001\u4fe1\u983c\u5ea6\u304c\u4ed8\u304d\u307e\u3059\u3002\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u7a7a\u306e\u307e\u307e\u8fd4\u308a\u307e\u3059\u3002** \u898b\u7a4d\u756a\u53f7\u304c\u7a7a\u306a\u3089\u3001\u9867\u5ba2\u3068\u54c1\u756a\u3067\u898b\u7a4d\u3092\u5f15\u304f\u7d4c\u8def\u306b\u5207\u308a\u66ff\u3048\u307e\u3059\u3002**\u7a7a\u3092\u300c\u898b\u7a4d\u306a\u3057\u300d\u3068\u8aad\u307e\u306a\u3044\u3053\u3068\u304c\u5927\u4e8b\u3067\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8cea\u554f\u3078\u306e\u7b54\u3048 | `QUERY` \u3068 `QUERY_RESULT` | \u4e3b\u8981\u306a\u9805\u76ee\u306e\u5024\u3068\u4fe1\u983c\u5ea6 |\n| \u30ad\u30fc\u3068\u5024\u306e\u7d44 | `KEY_VALUE_SET` | \u8cea\u554f\u3092\u4f7f\u3048\u306a\u3044\u8a00\u8a9e\u306e\u66f8\u5f0f\u3001\u8cea\u554f\u3067\u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee |\n| \u660e\u7d30\u306e\u8868 | `TABLE` \u3068 `CELL` | \u54c1\u756a\u30fb\u54c1\u540d\u30fb\u6570\u91cf\u30fb\u5358\u4f4d\u30fb\u5358\u4fa1\u30fb\u91d1\u984d\u30fb\u7d0d\u671f\u306e\u884c |\n| \u30c1\u30a7\u30c3\u30af\u6b04 | `SELECTION_ELEMENT` \u306e `SelectionStatus` | \u300cPartial shipment allowed\u300d\u306a\u3069\u306e\u6b04 |\n| \u5168\u6587 | `LINE` \u3068 `WORD` | \u7279\u8a18\u4e8b\u9805\u3001\u7d04\u6b3e\u306e\u30da\u30fc\u30b8\u306e\u6709\u7121 |\n\n**\u898b\u7a4d\u306f Python \u3067\u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002** \u751f\u6210AI\u306b\u306f\u3001\u54c1\u756a\u306e\u5019\u88dc\u3092\u51fa\u3059\u305f\u3081\u306e\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u306e\u4e00\u90e8\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 \u6271\u3048\u308b\u306e\u306fJPEG\u3001PNG\u3001PDF\u3001TIFF\u3067\u3059\u3002**XFA\u5f62\u5f0f\u306ePDF\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093**\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 **\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u9867\u5ba2\u306b\u4fdd\u8b77\u306e\u306a\u3044\u3082\u306e\u3092\u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3044\u307e\u3059\n3. **\u89e3\u50cf\u5ea6\u306e\u78ba\u8a8d** \u2026 \u8aad\u307f\u53d6\u308c\u308b\u6587\u5b57\u306e\u9ad8\u3055\u306f15\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0a\uff08150dpi\u30678\u30dd\u30a4\u30f3\u30c8\uff09\u3067\u3059\n4. **\u9867\u5ba2\u306e\u7279\u5b9a** \u2026 \u9001\u308a\u5143\u306e\u30a2\u30c9\u30ec\u30b9\u306e\u30c9\u30e1\u30a4\u30f3\u304b\u3089\u9867\u5ba2\u30de\u30b9\u30bf\u3092\u5f15\u304d\u307e\u3059\u3002**\u5f15\u3051\u306a\u3051\u308c\u3070\u3001\u6ce8\u6587\u66f8\u306e\u4f1a\u793e\u540d\u3067\u5f15\u304d\u307e\u3059**\n5. **\u8a00\u8a9e\u306e\u5207\u308a\u66ff\u3048** \u2026 \u9867\u5ba2\u30de\u30b9\u30bf\u306e\u6ce8\u6587\u66f8\u306e\u8a00\u8a9e\u304c\u82f1\u8a9e\u306a\u3089 `QUERIES` \u3092\u5165\u308c\u3001\u305d\u308c\u4ee5\u5916\u306f `FORMS` \u3068 `TABLES` \u3060\u3051\u306b\u3057\u307e\u3059\n6. **\u6570\u5024\u3068\u65e5\u4ed8\u306e\u6b63\u898f\u5316** \u2026 \u9867\u5ba2\u30de\u30b9\u30bf\u306e\u66f8\u304d\u65b9\u3067\u3001\u300c1.250,00\u300d\u3084\u300c03\/04\/2026\u300d\u3092\u81ea\u793e\u306e\u5f62\u306b\u76f4\u3057\u307e\u3059\u3002**\u5143\u306e\u6587\u5b57\u5217\u306f\u6b8b\u3057\u307e\u3059**\n7. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u9867\u5ba2\u30fb\u540c\u3058\u6ce8\u6587\u756a\u53f7\u306e\u3082\u306e\u304c\u65e2\u306b\u3042\u308c\u3070\u3001\u518d\u9001\u304b\u5909\u66f4\u306e\u6ce8\u6587\u304b\u306e\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**6\u756a\u76ee\u306fAI\u306b\u4efb\u305b\u307e\u305b\u3093\u3002** \u6b27\u5dde\u306e\u9867\u5ba2\u306e\u300c1.250,00\u300d\u3092\u5343\u4e8c\u767e\u4e94\u5341\u3068\u8aad\u3080\u304b\u4e00\u30fb\u4e8c\u4e94\u3068\u8aad\u3080\u304b\u3067\u3001**\u6570\u91cf\u304b\u5358\u4fa1\u304c\u5343\u500d\u305a\u308c\u307e\u3059\u3002** \u66f8\u304d\u65b9\u306f\u9867\u5ba2\u30de\u30b9\u30bf\u3067\u6c7a\u3081\u6253\u3061\u3057\u307e\u3059\u3002\n\n**7\u756a\u76ee\u3067\u300c\u5909\u66f4\u306e\u6ce8\u6587\u300d\u3092\u898b\u5206\u3051\u308b\u306e\u306f\u3001\u540c\u3058\u6ce8\u6587\u756a\u53f7\u306b\u300cRevision 2\u300d\u300cChange Order\u300d\u3068\u66f8\u304b\u308c\u3066\u5c4a\u304f\u3082\u306e\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u65b0\u3057\u3044\u6ce8\u6587\u3068\u3057\u3066\u767b\u9332\u3059\u308b\u3068\u4e8c\u91cd\u306b\u51fa\u8377\u3057\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u5f62\u306b\u305d\u308d\u3048\u3001\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u3067\u5f15\u3051\u306a\u3044\u884c\u306b\u5019\u88dc\u3092\u51fa\u3057\u3001\u53d6\u5f15\u6761\u4ef6\u3092\u539f\u6587\u306e\u307e\u307e\u5207\u308a\u51fa\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u898b\u308b\u3082\u306e | \u66f8\u304d\u51fa\u3059\u5185\u5bb9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u4e3b\u8981\u306a\u9805\u76ee | \u6ce8\u6587\u756a\u53f7\u3001\u6ce8\u6587\u65e5\u3001\u898b\u7a4d\u756a\u53f7\u3001\u51fa\u8377\u5148\u3001\u901a\u8ca8\u3001\u6539\u8a02\u306e\u756a\u53f7 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d |\n| \u660e\u7d30\u306e\u884c | \u9867\u5ba2\u306e\u54c1\u756a\u3001\u54c1\u540d\u3001\u6570\u91cf\u3001\u5358\u4f4d\u3001\u5358\u4fa1\u3001\u91d1\u984d\u3001\u5e0c\u671b\u7d0d\u671f | \u5217\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `unknown` |\n| \u81ea\u793e\u306e\u54c1\u756a | \u5bfe\u5fdc\u8868\u3067\u5f15\u3051\u306a\u3044\u884c\u306e\u5019\u88dc\uff08\u6700\u59273\u3064\uff09\u3068\u6839\u62e0 | \u5019\u88dc\u304c\u7121\u3051\u308c\u3070 `unmatched` |\n| \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba | \u898f\u5247\u306e\u30b3\u30fc\u30c9\u3001\u5834\u6240\u3001\u7248\u306e\u5e74\u306e**\u539f\u6587** | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d |\n| \u652f\u6255\u6761\u4ef6 | \u652f\u6255\u6761\u4ef6\u306e**\u539f\u6587** | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d |\n| \u7d04\u6b3e | \u7d04\u6b3e\u306e\u30da\u30fc\u30b8\u306e\u6709\u7121\u3068\u3001\u305d\u306e\u30da\u30fc\u30b8\u756a\u53f7 | \u5185\u5bb9\u306e\u8981\u7d04\u306f\u3057\u306a\u3044 |\n\n**\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3068\u652f\u6255\u6761\u4ef6\u3092\u300c\u539f\u6587\u306e\u307e\u307e\u300d\u5207\u308a\u51fa\u3055\u305b\u308b\u306e\u306f\u3001\u8a00\u3044\u63db\u3048\u3067\u610f\u5473\u304c\u5909\u308f\u308b\u304b\u3089\u3067\u3059\u3002** \u300cNet 60 days from invoice date\u300d\u3068\u300c60 days after B\/L date\u300d\u306f\u3001\u3069\u3061\u3089\u308260\u65e5\u3067\u3059\u304c\u8d77\u7b97\u65e5\u304c\u9055\u3044\u307e\u3059\u3002**\u8981\u7d04\u3055\u305b\u308b\u3068\u300c60\u65e5\u300d\u3068\u307e\u3068\u3081\u3001\u7167\u5408\u3067\u9055\u3044\u304c\u6d88\u3048\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u898b\u7a4d\u3068\u306e\u6bd4\u8f03 | \u898f\u5247\u3067\u7167\u3089\u3059\u3002AI\u306b\u898b\u7a4d\u3092\u6e21\u3055\u306a\u3044 |\n| \u5358\u4fa1\u3084\u6570\u91cf\u306e\u8a08\u7b97 | \u91d1\u984d\u306f\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u306e\u307e\u307e |\n| \u7d04\u6b3e\u3092\u53d7\u3051\u5165\u308c\u308b\u304b\u306e\u5224\u65ad | \u6cd5\u52d9\u3068\u55b6\u696d\u306e\u5224\u65ad\u3002AI\u306f\u6709\u7121\u3068\u30da\u30fc\u30b8\u3060\u3051 |\n| \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u306e\u8aad\u307f\u66ff\u3048 | \u300cCIF\u300d\u3092\u300cCIP\u300d\u306b\u76f4\u3059\u306a\u3069\u3092\u3057\u306a\u3044 |\n| \u54c1\u756a\u306e\u78ba\u5b9a | \u5019\u88dc\u307e\u3067\u3002\u78ba\u5b9a\u306f\u55b6\u696d\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8 |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u822a\u7a7a\u4fbf\u306e\u6ce8\u6587\u306b\u300cCIF\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u3001AI\u306f\u6c17\u3092\u5229\u304b\u305b\u3066\u300c\u822a\u7a7a\u4fbf\u306a\u3089CIP\u306e\u306f\u305a\u300d\u3068\u76f4\u3057\u3066\u8fd4\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u76f4\u3055\u308c\u305f\u5024\u306f\u898b\u7a4d\u3068\u4e00\u81f4\u3057\u3001\u78ba\u304b\u3081\u308b\u3079\u304d\u9055\u3044\u304c\u6d88\u3048\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u8f38\u51fa\u3092\u884c\u3046\u5546\u793e\u306e\u55b6\u696d\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3067\u3001\u6d77\u5916\u306e\u9867\u5ba2\u304b\u3089\u5c4a\u3044\u305f\n\u82f1\u6587\u306e\u6ce8\u6587\u66f8\u3092\u3001\u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u5f62\u306b\u305d\u308d\u3048\u308b\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3059\u306e\u306f\u3001OCR\u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3068\u3001\u305d\u306e\u9867\u5ba2\u306e\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u3067\u3059\u3002\n\u305d\u3053\u306b\u66f8\u304b\u308c\u305f\u3053\u3068\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u304d\u51fa\u3059\u3053\u3068\u3011\n1. \u4e3b\u8981\u306a\u9805\u76ee: po_no, po_date, revision, quote_no, ship_to, currency\n2. \u660e\u7d30\u306e\u884c: customer_part_no, description, qty, unit, unit_price,\n   amount, requested_date\n3. \u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u3067\u5f15\u3051\u306a\u3044\u884c: \u81ea\u793e\u306e\u54c1\u756a\u306e\u5019\u88dc\uff08\u6700\u59273\u3064\uff09\u3068\u6839\u62e0\n4. incoterms_text: \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u306e\u8a18\u8f09\u3092\u539f\u6587\u306e\u307e\u307e\n5. payment_terms_text: \u652f\u6255\u6761\u4ef6\u306e\u8a18\u8f09\u3092\u539f\u6587\u306e\u307e\u307e\n6. \u7d04\u6b3e\u306e\u30da\u30fc\u30b8\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u30da\u30fc\u30b8\u756a\u53f7\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u300c\u4e0d\u660e\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6570\u91cf\u30fb\u5358\u4fa1\u30fb\u91d1\u984d\u30fb\u65e5\u4ed8\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u6587\u5b57\u5217\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8a08\u7b97\u3057\u305f\u308a\u3001\u66f8\u304d\u65b9\u3092\u76f4\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3068\u652f\u6255\u6761\u4ef6\u306f\u3001\u8981\u7d04\u30fb\u8a00\u3044\u63db\u3048\u30fb\u4fee\u6b63\u3092\u305b\u305a\u539f\u6587\u306e\u307e\u307e\n  \u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8aa4\u308a\u306b\u898b\u3048\u3066\u3082\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u898b\u7a4d\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3001\u6761\u4ef6\u304c\u59a5\u5f53\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u81ea\u793e\u306e\u54c1\u756a\u306e\u5019\u88dc\u306f\u3001\u6e21\u3057\u305f\u5bfe\u5fdc\u8868\u306b\u51fa\u3066\u304f\u308b\u54c1\u756a\u304b\u3089\u3060\u3051\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n  \u54c1\u540d\u304c\u4f3c\u3066\u3044\u308b\u3068\u3044\u3046\u3060\u3051\u3067\u5019\u88dc\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5019\u88dc\u304c\u7121\u3044\u884c\u306f unmatched \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7d04\u6b3e\u306e\u5185\u5bb9\u3092\u8981\u7d04\u3057\u305f\u308a\u3001\u53d7\u3051\u5165\u308c\u3066\u3088\u3044\u304b\u3092\u66f8\u3044\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6ce8\u6587\u66f8\u3067\u306a\u3044\u66f8\u985e\uff08\u898b\u7a4d\u4f9d\u983c\u3001\u7d0d\u671f\u306e\u554f\u3044\u5408\u308f\u305b\u306a\u3069\uff09\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\n  \u305d\u308d\u3048\u308b\u4f5c\u696d\u3092\u305b\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_result}\n\u3010\u3053\u306e\u9867\u5ba2\u306e\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u3011{part_xref}\n```\n\n**\u300c\u8aa4\u308a\u306b\u898b\u3048\u3066\u3082\u76f4\u3055\u306a\u3044\u300d\u3092\u66f8\u304b\u306a\u3044\u3068\u3001\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3092\u76f4\u3057\u307e\u3059\u3002** \u7b2c7\u7ae0\u306e\u300c\u3055\u305b\u306a\u3044\u3053\u3068\u300d\u306e4\u884c\u76ee\u306e\u5931\u6557\u306f\u3001\u3053\u306e1\u6587\u3067\u9632\u304e\u307e\u3059\u3002\n\n**\u300c\u54c1\u540d\u304c\u4f3c\u3066\u3044\u308b\u3068\u3044\u3046\u3060\u3051\u3067\u5019\u88dc\u306b\u3057\u306a\u3044\u300d\u306f\u3001\u578b\u756a\u306e\u672b\u5c3e\u3060\u3051\u304c\u9055\u3046\u54c1\u756a\u304c\u4e26\u3076\u5546\u6750\u3067\u52b9\u304d\u307e\u3059\u3002** \u300cBearing 6204\u300d\u3068\u300cBearing 6204-2RS\u300d\u306f\u5225\u306e\u54c1\u756a\u3067\u3001\u5358\u4fa1\u3082\u9055\u3044\u307e\u3059\u3002","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `type: \"json_schema\"` \u3068JSON\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\uff09\u3092\u4f7f\u3046\u3068\u3001**\u30b9\u30ad\u30fc\u30de\u3069\u304a\u308a\u306e\u5f62\u3067\u8fd4\u308a\u3001\u5fc5\u9808\u306e\u9805\u76ee\u304c\u6b20\u3051\u307e\u305b\u3093\u3002**\n\n```json\n{\n  \"document_type\": \"purchase_order\",\n  \"po_no\": \"\",\n  \"po_date\": \"\",\n  \"revision\": \"\",\n  \"quote_no\": \"\",\n  \"ship_to\": \"\",\n  \"currency\": \"\",\n  \"lines\": [\n    { \"customer_part_no\": \"\", \"description\": \"\", \"qty\": \"\", \"unit\": \"\",\n      \"unit_price\": \"\", \"amount\": \"\", \"requested_date\": \"\",\n      \"own_part_candidates\": [ { \"part_no\": \"\", \"evidence\": \"\" } ] }\n  ],\n  \"incoterms_text\": \"\",\n  \"payment_terms_text\": \"\",\n  \"terms_pages\": []\n}\n```\n\n**\u3053\u306e\u5f8c\u306b\u3001Python \u304c\u7167\u5408\u3092\u8db3\u3057\u307e\u3059\u3002**\n\n| \u78ba\u304b\u3081\u308b\u3053\u3068 | \u898f\u5247 | \u7d50\u679c |\n|:--|:--|:--|\n| \u898b\u7a4d | \u898b\u7a4d\u756a\u53f7\u304b\u3001\u9867\u5ba2\u3068\u54c1\u756a\u30671\u4ef6\u306b\u5f15\u3051\u308b\u304b | \u5f15\u3051\u306a\u3051\u308c\u3070 `needs_human` |\n| \u6709\u52b9\u671f\u9650 | \u6ce8\u6587\u65e5\u304c\u898b\u7a4d\u306e\u6709\u52b9\u671f\u9650\u306e\u5185\u304b | \u5916\u306a\u3089 `quote_expired` |\n| \u5358\u4fa1\u30fb\u901a\u8ca8 | \u898b\u7a4d\u306e\u5358\u4fa1\u30fb\u901a\u8ca8\u3068\u4e00\u81f4\u3059\u308b\u304b | \u9055\u3048\u3070 `price_diff` \u3068\u5dee\u984d |\n| \u6570\u91cf | \u6700\u5c0f\u767a\u6ce8\u6570\u91cf\u4ee5\u4e0a\u304b | \u4e0b\u56de\u308c\u3070 `below_moq` |\n| \u7d0d\u671f | \u5e0c\u671b\u7d0d\u671f\u304c\u3001\u6ce8\u6587\u65e5\u306b\u7d0d\u671f\u306e\u3081\u3084\u3059\u3092\u8db3\u3057\u305f\u65e5\u4ee5\u964d\u304b | \u524d\u306a\u3089 `lead_time_short` |\n| \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba | \u898f\u5247\u306e\u30b3\u30fc\u30c9\u3068\u5834\u6240\u304c\u898b\u7a4d\u3068\u4e00\u81f4\u3059\u308b\u304b\u300111\u306e\u898f\u5247\u306e\u30b3\u30fc\u30c9\u306b\u5f53\u305f\u308b\u304b | \u9055\u3048\u3070 `terms_diff` |\n| \u652f\u6255\u6761\u4ef6 | \u898b\u7a4d\u30fb\u9867\u5ba2\u30de\u30b9\u30bf\u306e\u65e2\u5b9a\u306e\u6761\u4ef6\u3068\u4e00\u81f4\u3059\u308b\u304b | \u9055\u3048\u3070 `terms_diff` |\n| \u54c1\u756a | \u5bfe\u5fdc\u8868\u30671\u3064\u306b\u5f15\u3051\u308b\u304b\u3001\u5019\u88dc\u304c1\u3064\u304b | \u5f15\u3051\u306a\u3051\u308c\u3070 `needs_human` |\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3092\u898f\u5247\u306e\u30b3\u30fc\u30c9\u3068\u5834\u6240\u306b\u5206\u3051\u3066\u7167\u3089\u305b\u308b\u3053\u3068\u3067\u3059\u3002** Python \u304c\u539f\u6587\u304b\u3089\u30b3\u30fc\u30c9\u3068\u5834\u6240\u3068\u7248\u306e\u5e74\u3092\u53d6\u308a\u51fa\u3057\u3001**\u30b3\u30fc\u30c9\u304c\u4e00\u89a7\u306b\u7121\u3044\u3082\u306e\uff082020\u5e74\u7248\u3067\u540d\u524d\u304c\u5909\u308f\u3063\u305f\u65e7\u6765\u306eDAT\u306a\u3069\uff09**\u306f `terms_diff` \u306b\u3057\u307e\u3059\u3002ICC\u306f\u30012020\u5e74\u7248\u3067\u65e7\u6765\u306eDAT\uff08Delivered at Terminal\uff09\u3092DPU\uff08Delivered at Place Unloaded\uff09\u306b\u6539\u3081\u305f\u3068\u3057\u3066\u3044\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u652f\u6255\u6761\u4ef6\u306e\u7167\u5408\u3092\u300c\u4e00\u81f4\u300d\u304b\u300c\u9055\u3046\u300d\u304b\u306b\u9650\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u652f\u6255\u6761\u4ef6\u306e\u66f8\u304d\u65b9\u306f\u9867\u5ba2\u3054\u3068\u306b\u3070\u3089\u3070\u3089\u306a\u306e\u3067\u3001**\u9867\u5ba2\u30de\u30b9\u30bf\u306b\u904e\u53bb\u306b\u4e00\u81f4\u3068\u78ba\u304b\u3081\u305f\u66f8\u304d\u65b9\u3092\u7a4d\u307f\u3001\u305d\u308c\u3068\u6587\u5b57\u5217\u3067\u7167\u3089\u3057\u307e\u3059\u3002** \u7a4d\u3093\u3067\u3044\u306a\u3044\u66f8\u304d\u65b9\u306f `terms_diff` \u3067\u4eba\u306b\u56de\u3057\u3001\u78ba\u304b\u3081\u305f\u3089\u7a4d\u307f\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u8d77\u52d5 | \u6ce8\u6587\u66f8\u306e\u53d7\u3051\u53d6\u308a |\n| AWS Textract | StartDocumentAnalysis\uff0fGetDocumentAnalysis | \u30ad\u30fc\u3068\u5024\u3001\u660e\u7d30\u306e\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u53d7\u6ce8\u30c7\u30fc\u30bf\u3078\u306e\u6574\u5f62\u3068\u54c1\u756a\u306e\u5019\u88dc\u3001\u6ce8\u6587\u8acb\u66f8\u306e\u4e0b\u66f8\u304d |\n| \u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u898b\u7a4d\u30fb\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u30fb\u9867\u5ba2\u30de\u30b9\u30bf\u306e\u8aad\u307f\u53d6\u308a | \u7167\u5408\u306e\u6750\u6599 |\n| \u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u4e0b\u66f8\u304d\u306e\u53d6\u308a\u8fbc\u307f | **\u78ba\u5b9a\u306f\u4eba\u304c\u884c\u3046** |\n| \u78ba\u8a8d\u306e\u4e00\u89a7 | \u8868\u3078\u306e\u66f8\u304d\u51fa\u3057 | \u55b6\u696d\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3068\u55b6\u696d\u62c5\u5f53\u304c\u898b\u308b\u4e00\u89a7 |\n\n**\u53d7\u6ce8\u306e\u78ba\u5b9a\u306f\u81ea\u52d5\u306b\u3057\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u304c\u4f5c\u308b\u306e\u306f\u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3001**\u78ba\u5b9a\u3068\u6ce8\u6587\u8acb\u66f8\u306e\u9001\u4ed8\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002** \u78ba\u5b9a\u3059\u308b\u3068\u51fa\u8377\u306e\u624b\u914d\u3068\u4ed5\u5165\u5148\u3078\u306e\u767a\u6ce8\u304c\u52d5\u304d\u51fa\u3059\u305f\u3081\u3001\u8aa4\u308a\u304c\u4e00\u606f\u306b\u5e83\u304c\u308a\u307e\u3059\u3002","human_review":"**\u55b6\u696d\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306f\u5168\u4ef6\u306e\u4e0b\u66f8\u304d\u3092\u898b\u307e\u3059\u304c\u3001\u898b\u65b9\u3092\u5224\u5b9a\u3067\u5206\u3051\u307e\u3059\u3002**\n\n1. **`match` \u306f\u4e0b\u66f8\u304d\u3068\u539f\u672c\u3092\u4e26\u3079\u3066\u78ba\u5b9a\u3059\u308b** \u2026 \u7167\u3089\u3059\u4f5c\u696d\u306f\u6e08\u3093\u3067\u3044\u308b\u306e\u3067\u3001\u54c1\u756a\u3068\u6570\u91cf\u3092\u76ee\u3067\u8ffd\u3046\u3060\u3051\u3067\u3059\n2. **`terms_diff` \u3092\u6700\u512a\u5148\u3067\u55b6\u696d\u62c5\u5f53\u306b\u56de\u3059** \u2026 \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3068\u652f\u6255\u6761\u4ef6\u306e\u9055\u3044\u306f\u3001\u904b\u8cc3\u30fb\u4fdd\u967a\u6599\u30fb\u652f\u6255\u306e\u6642\u671f\u306b\u76f4\u7d50\u3057\u307e\u3059\n3. **`price_diff` \u3068 `quote_expired` \u3092\u55b6\u696d\u62c5\u5f53\u306b\u56de\u3059** \u2026 \u5dee\u984d\u3068\u671f\u9650\u3092\u6dfb\u3048\u3066\u3001\u9867\u5ba2\u306b\u78ba\u304b\u3081\u308b\u304b\u3092\u6c7a\u3081\u3066\u3082\u3089\u3044\u307e\u3059\n4. **`below_moq` \u3068 `lead_time_short` \u306f\u3001\u4ed5\u5165\u5148\u306e\u30e1\u30fc\u30ab\u30fc\u306e\u56de\u7b54\u3092\u5f85\u3064** \u2026 \u53d7\u3051\u3089\u308c\u308b\u304b\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u9867\u5ba2\u306b\u8fd4\u3057\u307e\u3059\n5. **\u54c1\u756a\u306e\u5019\u88dc\u3092\u78ba\u5b9a\u3057\u305f\u3089\u5bfe\u5fdc\u8868\u306b\u7a4d\u3080** \u2026 \u7fcc\u6708\u304b\u3089\u540c\u3058\u54c1\u756a\u306f\u6a5f\u68b0\u3067\u5f15\u3051\u307e\u3059\n\n**5\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3092\u6708\u3054\u3068\u306b\u901f\u304f\u3057\u307e\u3059\u3002** \u6700\u521d\u306e\u6708\u306f `needs_human` \u304c\u591a\u304f\u51fa\u307e\u3059\u304c\u3001**\u5bfe\u5fdc\u8868\u304c\u80b2\u3064\u3068\u3001\u7d99\u7d9a\u306e\u6ce8\u6587\u306f\u78ba\u5b9a\u306e\u30dc\u30bf\u30f3\u3092\u62bc\u3059\u3060\u3051\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001360\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef67\u5206\u3067\u3059\u3002** `match` \u306f\u6570\u5206\u3001`terms_diff` \u306e\u3042\u308b\u6ce8\u6587\u306f\u55b6\u696d\u62c5\u5f53\u3068\u306e\u3084\u308a\u53d6\u308a\u3092\u542b\u3081\u306615\u5206\u4ee5\u4e0a\u304b\u304b\u308b\u60f3\u5b9a\u3067\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u9867\u5ba2\u306b\u4fdd\u8b77\u306e\u306a\u3044\u3082\u306e\u3092\u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3046** |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u6ce8\u6587\u66f8\u3067\u8cea\u554f\u304c\u4f7f\u3048\u306a\u3044 | `FORMS` \u3068 `TABLES` \u3067\u8aad\u307f\u3001\u4e3b\u8981\u306a\u9805\u76ee\u306f\u751f\u6210AI\u304c\u30ad\u30fc\u3068\u5024\u304b\u3089\u62fe\u3046 |\n| \u898b\u7a4d\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | \u9867\u5ba2\u3068\u54c1\u756a\u3067\u898b\u7a4d\u3092\u5f15\u304f\u3002**\u8907\u6570\u5f53\u305f\u308c\u3070 `needs_human`** |\n| \u540c\u3058\u6ce8\u6587\u756a\u53f7\u3067\u6539\u8a02\u7248\u304c\u5c4a\u304f | \u524d\u306e\u7248\u3068\u306e\u5dee\u3060\u3051\u3092\u51fa\u3057\u3001\u65b0\u3057\u3044\u6ce8\u6587\u3068\u3057\u3066\u767b\u9332\u3057\u306a\u3044 |\n| \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u306e\u7248\u306e\u5e74\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | `terms_diff` \u306b\u306f\u305b\u305a\u3001\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u300c\u7248\u306e\u8a18\u8f09\u306a\u3057\u300d\u3068\u6dfb\u3048\u308b |\n| \u7d04\u6b3e\u306e\u30da\u30fc\u30b8\u304c\u4ed8\u3044\u3066\u3044\u308b | \u30da\u30fc\u30b8\u756a\u53f7\u3092\u6dfb\u3048\u3066\u55b6\u696d\u62c5\u5f53\u306b\u77e5\u3089\u305b\u308b\u3002**\u53d7\u3051\u5165\u308c\u306e\u5224\u65ad\u306f\u6cd5\u52d9\u3068\u55b6\u696d** |\n| \u9001\u308a\u5143\u306e\u30a2\u30c9\u30ec\u30b9\u3067\u9867\u5ba2\u304c\u5f15\u3051\u306a\u3044 | \u6ce8\u6587\u66f8\u306e\u4f1a\u793e\u540d\u3067\u5f15\u304f\u3002**\u5f15\u3051\u306a\u3051\u308c\u3070\u53d7\u3051\u4ed8\u3051\u305a\u62c5\u5f53\u8005\u3078** |\n| OCR\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n\n**4\u884c\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6539\u8a02\u7248\u306e\u6ce8\u6587\u66f8\u306f\u3001\u5909\u308f\u3063\u305f\u884c\u3060\u3051\u3067\u306a\u304f\u5168\u4f53\u304c\u9001\u308a\u76f4\u3055\u308c\u3066\u304d\u307e\u3059\u3002**\u65b0\u3057\u3044\u6ce8\u6587\u3068\u3057\u3066\u53d6\u308a\u8fbc\u3080\u3068\u3001\u540c\u3058\u54c1\u7269\u3092\u4e8c\u91cd\u306b\u624b\u914d\u3057\u307e\u3059\u3002**\n\n**5\u884c\u76ee\u3067\u7248\u306e\u8a18\u8f09\u306a\u3057\u3092 `terms_diff` \u306b\u3057\u306a\u3044\u306e\u306f\u3001\u66f8\u304b\u306a\u3044\u9867\u5ba2\u304c\u591a\u3044\u304b\u3089\u3067\u3059\u3002** ICC\u306f\u5951\u7d04\u3067\u4f7f\u3046\u7248\u3092\u660e\u8a18\u3059\u308b\u3088\u3046\u6848\u5185\u3057\u3066\u3044\u307e\u3059\u3002\u5168\u4ef6\u3092\u6b62\u3081\u308b\u3068\u78ba\u8a8d\u304c\u56de\u3089\u306a\u3044\u306e\u3067\u3001**\u6dfb\u3048\u66f8\u304d\u306b\u3068\u3069\u3081\u3001\u9867\u5ba2\u3068\u306e\u57fa\u672c\u5951\u7d04\u3067\u7248\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002**","log_storage":"- \u5143\u306e\u6ce8\u6587\u66f8\u306ePDF\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u9001\u308a\u5143\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\n- AI\u304c\u8fd4\u3057\u305fJSON\u3068\u3001\u305d\u306e\u3068\u304d\u6e21\u3057\u305f**\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u306e\u7bc4\u56f2**\n- \u7167\u5408\u306b\u4f7f\u3063\u305f**\u898b\u7a4d\u306e\u7248**\u3068\u3001\u7167\u5408\u306e\u7d50\u679c\n- **\u4eba\u304c\u53d7\u6ce8\u3092\u78ba\u5b9a\u3057\u305f\u8a18\u9332**\u3068\u3001\u78ba\u5b9a\u307e\u3067\u306b\u5909\u3048\u305f\u9805\u76ee\n- \u9867\u5ba2\u3078\u306e\u78ba\u8a8d\u306e\u5185\u5bb9\u3068\u56de\u7b54\u3001\u6ce8\u6587\u8acb\u66f8\u3092\u9001\u3063\u305f\u65e5\u6642\n\n**\u300c\u898b\u7a4d\u306e\u7248\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u898b\u7a4d\u304c\u6539\u8a02\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u9867\u5ba2\u3068\u5358\u4fa1\u3092\u5408\u308f\u305b\u76f4\u3057\u3066\u898b\u7a4d\u3092\u51fa\u3057\u76f4\u3059\u3068\u3001**\u53e4\u3044\u898b\u7a4d\u3067\u7167\u3089\u3057\u305f\u7d50\u679c\u3068\u65b0\u3057\u3044\u898b\u7a4d\u3067\u7167\u3089\u3057\u305f\u7d50\u679c\u304c\u9055\u3063\u3066\u304d\u307e\u3059\u3002** \u3069\u3061\u3089\u3067\u53d7\u3051\u305f\u304b\u3092\u3001\u5f8c\u304b\u3089\u78ba\u304b\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":6,"assumption_frequency":360,"assumption_workdays":20,"volume_month":360,"before_minutes_per_case":20,"after_minutes_per_case":7,"hourly_cost":3000,"before_hours_month":120,"after_hours_month":42,"saved_hours_month":78,"reduction_rate":65,"saved_hours_year":936,"annual_cost_effect":2808000,"summary":"\u6d77\u5916\u306e\u9867\u5ba2\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u6ce8\u6587\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u54c1\u756a\u30fb\u6570\u91cf\u30fb\u5358\u4fa1\u30fb\u7d0d\u671f\u30fb\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u30fb\u652f\u6255\u6761\u4ef6\u3092\u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u5f62\u306b\u8ee2\u8a18\u3057\u307e\u3059\u3002\u51fa\u3057\u3066\u3044\u305f\u898b\u7a4d\u66f8\u3068\u7167\u3089\u3057\u3001\u6761\u4ef6\u306e\u98df\u3044\u9055\u3044\u3092\u53d7\u6ce8\u306e\u78ba\u5b9a\u524d\u306b\u62fe\u3044\u307e\u3059\u3002","before_flow":"1. \u9867\u5ba2\u304b\u3089\u30e1\u30fc\u30eb\u3067\u5c4a\u3044\u305f\u6ce8\u6587\u66f8\u306ePDF\u3092\u3001\u9867\u5ba2\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. \u55b6\u696d\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u6ce8\u6587\u66f8\u3092\u958b\u304d\u3001\u6ce8\u6587\u756a\u53f7\u30fb\u65e5\u4ed8\u30fb\u51fa\u8377\u5148\u30fb\u660e\u7d30\u3092\u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u5165\u529b\u3059\u308b\n3. \u660e\u7d30\u306e\u884c\u3054\u3068\u306b\u3001\u9867\u5ba2\u306e\u54c1\u756a\u304b\u3089\u81ea\u793e\u306e\u54c1\u756a\u3092\u5bfe\u5fdc\u8868\u3067\u5f15\u304f\n4. \u898b\u7a4d\u756a\u53f7\u304b\u9867\u5ba2\u3068\u54c1\u756a\u304b\u3089\u898b\u7a4d\u3092\u63a2\u3057\u3001\u5358\u4fa1\u30fb\u901a\u8ca8\u30fb\u6570\u91cf\u30fb\u7d0d\u671f\u3092\u898b\u6bd4\u3079\u308b\n5. \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3068\u652f\u6255\u6761\u4ef6\u3092\u3001\u898b\u7a4d\u3068\u9867\u5ba2\u30de\u30b9\u30bf\u306e\u65e2\u5b9a\u306e\u6761\u4ef6\u3068\u898b\u6bd4\u3079\u308b\n6. \u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u55b6\u696d\u62c5\u5f53\u306b\u4f1d\u3048\u3001\u55b6\u696d\u62c5\u5f53\u304c\u9867\u5ba2\u306b\u78ba\u304b\u3081\u308b\n7. \u78ba\u304b\u3081\u7d42\u3048\u305f\u3089\u53d7\u6ce8\u3092\u78ba\u5b9a\u3057\u3001\u6ce8\u6587\u8acb\u66f8\uff08Order Acknowledgement\uff09\u3092\u9001\u308b\n\n**\uff08a\uff09\u5165\u529b\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** 2\u756a\u3067\u3001\u6ce8\u6587\u756a\u53f7\u3084\u51fa\u8377\u5148\u306e\u5834\u6240\u304c\u66f8\u5f0f\u3054\u3068\u306b\u9055\u3044\u307e\u3059\u3002**\u660e\u7d30\u306e\u591a\u3044\u6ce8\u6587\u66f8\u3067\u306f\u3001\u54c1\u540d\u306e\u82f1\u8a9e\u3092\u8aad\u307f\u6bd4\u3079\u306a\u304c\u3089\u884c\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u306720\u5206\u3092\u8d85\u3048\u307e\u3059\u3002**\n\n**\uff08b\uff09\u6761\u4ef6\u306e\u9055\u3044\u3092\u898b\u843d\u3068\u3059\u3002** 4\u756a\u30685\u756a\u306f\u3001\u6025\u304e\u306e\u6ce8\u6587\u304c\u91cd\u306a\u308b\u3068\u7701\u304b\u308c\u307e\u3059\u3002**\u898b\u7a4d\u306f\u300cFCA Narita\u300d\u306a\u306e\u306b\u6ce8\u6587\u66f8\u306f\u300cCIF Los Angeles\u300d\u3001\u898b\u7a4d\u306f\u300cT\/T in advance\u300d\u306a\u306e\u306b\u6ce8\u6587\u66f8\u306f\u300cNet 60\u300d**\u3068\u3044\u3063\u305f\u9055\u3044\u304c\u3001\u51fa\u8377\u306e\u6bb5\u968e\u3067\u521d\u3081\u3066\u5206\u304b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u898b\u7a4d\u306e\u671f\u9650\u5207\u308c\u306b\u6c17\u3065\u304b\u306a\u3044\u3002** \u6709\u52b9\u671f\u9650\u3092\u904e\u304e\u305f\u898b\u7a4d\u306e\u5358\u4fa1\u3067\u6ce8\u6587\u304c\u6765\u3066\u3082\u3001**\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u306e\u4ed5\u5165\u306e\u5024\u4e0a\u3052\u304c\u53cd\u6620\u3055\u308c\u3066\u3044\u306a\u3044\u5358\u4fa1\u306e\u307e\u307e**\u53d7\u3051\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\uff08d\uff09\u4eba\u304c\u8db3\u308a\u306a\u3044\u3002** \u55b6\u696d\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306f\u6708\u672b\u3068\u56db\u534a\u671f\u672b\u306b\u6ce8\u6587\u304c\u96c6\u4e2d\u3059\u308b\u3068\u5165\u529b\u306b\u8ffd\u308f\u308c\u3001**\u7167\u3089\u3059\u4f5c\u696d\u304c\u300c\u5f8c\u3067\u898b\u308b\u300d\u306b\u56de\u308a\u307e\u3059\u3002** \u5f8c\u3067\u898b\u308b\u6642\u9593\u306f\u6765\u306a\u3044\u307e\u307e\u3001\u6ce8\u6587\u8acb\u66f8\u304c\u5148\u306b\u51fa\u307e\u3059\u3002","before_flow_steps":["\u9867\u5ba2\u304b\u3089\u30e1\u30fc\u30eb\u3067\u5c4a\u3044\u305f\u6ce8\u6587\u66f8\u306ePDF\u3092\u3001\u9867\u5ba2\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","\u55b6\u696d\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u6ce8\u6587\u66f8\u3092\u958b\u304d\u3001\u6ce8\u6587\u756a\u53f7\u30fb\u65e5\u4ed8\u30fb\u51fa\u8377\u5148\u30fb\u660e\u7d30\u3092\u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u5165\u529b\u3059\u308b","\u660e\u7d30\u306e\u884c\u3054\u3068\u306b\u3001\u9867\u5ba2\u306e\u54c1\u756a\u304b\u3089\u81ea\u793e\u306e\u54c1\u756a\u3092\u5bfe\u5fdc\u8868\u3067\u5f15\u304f","\u898b\u7a4d\u756a\u53f7\u304b\u9867\u5ba2\u3068\u54c1\u756a\u304b\u3089\u898b\u7a4d\u3092\u63a2\u3057\u3001\u5358\u4fa1\u30fb\u901a\u8ca8\u30fb\u6570\u91cf\u30fb\u7d0d\u671f\u3092\u898b\u6bd4\u3079\u308b","\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3068\u652f\u6255\u6761\u4ef6\u3092\u3001\u898b\u7a4d\u3068\u9867\u5ba2\u30de\u30b9\u30bf\u306e\u65e2\u5b9a\u306e\u6761\u4ef6\u3068\u898b\u6bd4\u3079\u308b","\u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u55b6\u696d\u62c5\u5f53\u306b\u4f1d\u3048\u3001\u55b6\u696d\u62c5\u5f53\u304c\u9867\u5ba2\u306b\u78ba\u304b\u3081\u308b","\u78ba\u304b\u3081\u7d42\u3048\u305f\u3089\u53d7\u6ce8\u3092\u78ba\u5b9a\u3057\u3001\u6ce8\u6587\u8acb\u66f8\uff08Order Acknowledgement\uff09\u3092\u9001\u308b"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u6ce8\u6587\u306e\u53d7\u3051\u53d6\u308a\u7528\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306b\u5c4a\u3044\u305f\u6dfb\u4ed8\u3092\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078\u4fdd\u5b58\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** OCR\u304c\u6ce8\u6587\u66f8\u306e\u30ad\u30fc\u3068\u5024\u3001\u660e\u7d30\u306e\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\uff08\u6ce8\u6587\u756a\u53f7\u30fb\u898b\u7a4d\u756a\u53f7\u30fb\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u30fb\u652f\u6255\u6761\u4ef6\u306a\u3069\uff09\u3092\u3001\u4fe1\u983c\u5ea6\u3068\u3068\u3082\u306b\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u9805\u76ee\u3068\u660e\u7d30\u3092\u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u5f62\u306b\u305d\u308d\u3048\u3001\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u3067\u5f15\u3051\u306a\u3044\u884c\u306b\u81ea\u793e\u306e\u54c1\u756a\u306e\u5019\u88dc\u3092\u51fa\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u898b\u7a4d\u756a\u53f7\u304b\u9867\u5ba2\u3068\u54c1\u756a\u3067\u898b\u7a4d\u3092\u5f15\u304d\u3001\u5358\u4fa1\u30fb\u901a\u8ca8\u30fb\u6570\u91cf\u30fb\u7d0d\u671f\u30fb\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u30fb\u652f\u6255\u6761\u4ef6\u30fb\u6709\u52b9\u671f\u9650\u3092\u898f\u5247\u3067\u7167\u3089\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u6ce8\u6587\u3054\u3068\u306b `match` \uff0f `price_diff` \uff0f `terms_diff` \uff0f `quote_expired` \uff0f `below_moq` \uff0f `lead_time_short` \uff0f `needs_human` \u3092\u4ed8\u3051\u3001\u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u4e0b\u66f8\u304d\u3068\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u51fa\u3059\n7. **\u3010\u4eba\u3011** \u55b6\u696d\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u4e00\u89a7\u3092\u898b\u3066\u3001`match` \u306e\u3082\u306e\u306f\u4e0b\u66f8\u304d\u3092\u78ba\u304b\u3081\u3066\u53d7\u6ce8\u3092\u78ba\u5b9a\u3059\u308b\n8. **\u3010\u4eba\u3011** `match` \u4ee5\u5916\u306f\u55b6\u696d\u62c5\u5f53\u304c\u9867\u5ba2\u306b\u78ba\u304b\u3081\u3001\u6761\u4ef6\u3092\u5408\u308f\u305b\u3066\u304b\u3089\u78ba\u5b9a\u3059\u308b\n9. **\u3010\u4eba\u3011** \u6ce8\u6587\u8acb\u66f8\u3092\u9001\u308b\uff08\u4e0b\u66f8\u304d\u306f\u81ea\u52d5\u3067\u4f5c\u3089\u308c\u308b\uff09\n\n**4\u756a\u76ee\u3067AI\u306b\u4efb\u305b\u308b\u306e\u306f\u300c\u305d\u308d\u3048\u308b\u300d\u3068\u300c\u54c1\u756a\u306e\u5019\u88dc\u300d\u307e\u3067\u3067\u3059\u3002** \u5358\u4fa1\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3001\u6761\u4ef6\u304c\u9055\u3046\u304b\u306fAI\u306b\u5224\u65ad\u3055\u305b\u307e\u305b\u3093\u3002**\u898b\u7a4d\u306f\u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u3042\u308a\u3001\u7167\u3089\u3057\u65b9\u306f\u898f\u5247\u3067\u6c7a\u307e\u3063\u3066\u3044\u308b**\u304b\u3089\u3067\u3059\u3002\n\n**7\u756a\u76ee\u3067 `match` \u306e\u3082\u306e\u3082\u4eba\u304c\u78ba\u5b9a\u3059\u308b\u306e\u306f\u3001\u53d7\u6ce8\u306e\u78ba\u5b9a\u304c\u9867\u5ba2\u3068\u306e\u7d04\u675f\u306b\u306a\u308b\u304b\u3089\u3067\u3059\u3002** \u7167\u3089\u3059\u4f5c\u696d\u306f\u7121\u304f\u306a\u3063\u3066\u3082\u3001\u78ba\u5b9a\u306e\u30dc\u30bf\u30f3\u306f\u4eba\u304c\u62bc\u3057\u307e\u3059\u3002","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u6ce8\u6587\u306e\u53d7\u3051\u53d6\u308a\u7528\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306b\u5c4a\u3044\u305f\u6dfb\u4ed8\u3092\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078\u4fdd\u5b58\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** OCR\u304c\u6ce8\u6587\u66f8\u306e\u30ad\u30fc\u3068\u5024\u3001\u660e\u7d30\u306e\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\uff08\u6ce8\u6587\u756a\u53f7\u30fb\u898b\u7a4d\u756a\u53f7\u30fb\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u30fb\u652f\u6255\u6761\u4ef6\u306a\u3069\uff09\u3092\u3001\u4fe1\u983c\u5ea6\u3068\u3068\u3082\u306b\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u9805\u76ee\u3068\u660e\u7d30\u3092\u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u5f62\u306b\u305d\u308d\u3048\u3001\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u3067\u5f15\u3051\u306a\u3044\u884c\u306b\u81ea\u793e\u306e\u54c1\u756a\u306e\u5019\u88dc\u3092\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u898b\u7a4d\u756a\u53f7\u304b\u9867\u5ba2\u3068\u54c1\u756a\u3067\u898b\u7a4d\u3092\u5f15\u304d\u3001\u5358\u4fa1\u30fb\u901a\u8ca8\u30fb\u6570\u91cf\u30fb\u7d0d\u671f\u30fb\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u30fb\u652f\u6255\u6761\u4ef6\u30fb\u6709\u52b9\u671f\u9650\u3092\u898f\u5247\u3067\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u6ce8\u6587\u3054\u3068\u306b `match` \uff0f `price_diff` \uff0f `terms_diff` \uff0f `quote_expired` \uff0f `below_moq` \uff0f `lead_time_short` \uff0f `needs_human` \u3092\u4ed8\u3051\u3001\u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u4e0b\u66f8\u304d\u3068\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u51fa\u3059","**\u3010\u4eba\u3011** \u55b6\u696d\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u4e00\u89a7\u3092\u898b\u3066\u3001`match` \u306e\u3082\u306e\u306f\u4e0b\u66f8\u304d\u3092\u78ba\u304b\u3081\u3066\u53d7\u6ce8\u3092\u78ba\u5b9a\u3059\u308b","**\u3010\u4eba\u3011** `match` \u4ee5\u5916\u306f\u55b6\u696d\u62c5\u5f53\u304c\u9867\u5ba2\u306b\u78ba\u304b\u3081\u3001\u6761\u4ef6\u3092\u5408\u308f\u305b\u3066\u304b\u3089\u78ba\u5b9a\u3059\u308b","**\u3010\u4eba\u3011** \u6ce8\u6587\u8acb\u66f8\u3092\u9001\u308b\uff08\u4e0b\u66f8\u304d\u306f\u81ea\u52d5\u3067\u4f5c\u3089\u308c\u308b\uff09"],"architecture":"```\n\u9867\u5ba2\u304b\u3089\u306e\u82f1\u6587\u306e\u6ce8\u6587\u66f8\uff08PDF\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u3078\u306e\u4fdd\u5b58\nAWS Lambda \u2500\u2500 \u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30b5\u30a4\u30ba\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d\n   \u25bc\nAWS Textract\uff08StartDocumentAnalysis\uff1aFORMS\uff0fTABLES\uff0fQUERIES\uff09\n   \u2502   \u30ad\u30fc\u3068\u5024\u3001\u660e\u7d30\u306e\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\n   \u25bc\nClaude API \u2500\u2500 \u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u5f62\u306b\u305d\u308d\u3048\u3001\u54c1\u756a\u306e\u5019\u88dc\u3092\u51fa\u3059\n   \u25bc\nPython \u2500\u2500 \u898b\u7a4d\u3068\u9867\u5ba2\u30de\u30b9\u30bf\u3067\u7167\u3089\u3059\n   \u2502   \u2460 \u5358\u4fa1\u30fb\u901a\u8ca8  \u2461 \u6570\u91cf\u3068\u6700\u5c0f\u767a\u6ce8\u6570\u91cf  \u2462 \u7d0d\u671f\n   \u2502   \u2463 \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba  \u2464 \u652f\u6255\u6761\u4ef6  \u2465 \u898b\u7a4d\u306e\u6709\u52b9\u671f\u9650\n   \u25bc\n\u5224\u5b9a\uff08match \uff0f price_diff \uff0f terms_diff \uff0f quote_expired \uff0f below_moq \uff0f lead_time_short \uff0f needs_human\uff09\n   \u25bc\n\u3010\u55b6\u696d\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3068\u55b6\u696d\u62c5\u5f53\u304c\u78ba\u8a8d\u3011\n   \u251c\u2500\u2500\u25b6 \u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3078\u53d7\u6ce8\u3092\u78ba\u5b9a\uff08\u4eba\uff09\n   \u2514\u2500\u2500\u25b6 \u6ce8\u6587\u8acb\u66f8\u306e\u4e0b\u66f8\u304d\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08StartDocumentAnalysis\uff0fGetDocumentAnalysis\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u53d7\u6ce8\u30c7\u30fc\u30bf\u3078\u306e\u6574\u5f62\u3068\u54c1\u756a\u306e\u5019\u88dc\u3001\u6ce8\u6587\u8acb\u66f8\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u898b\u7a4d\u30fb\u9867\u5ba2\u30de\u30b9\u30bf\u3068\u306e\u7167\u5408\uff09 | \u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306e\u7167\u5408\u306e\u6a5f\u80fd |\n| \u9023\u643a | AWS Lambda\uff08\u4fdd\u5b58\u3068\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3059\uff09 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u6ce8\u6587\u66f8\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u7167\u5408\u306e\u7d50\u679c\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3068\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6700\u521d\u306e\u6e96\u5099\u306f\u3001**\u898b\u7a4d\u306e\u30c7\u30fc\u30bf\u3092\u7167\u5408\u306b\u4f7f\u3048\u308b\u5f62\u3067\u53d6\u308a\u51fa\u305b\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068**\u3068\u3001**\u9867\u5ba2\u30de\u30b9\u30bf\u306b\u65e2\u5b9a\u306e\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3068\u652f\u6255\u6761\u4ef6\u3092\u6301\u305f\u305b\u308b\u3053\u3068**\u3067\u3059\u3002\n\n**OCR\u306b AWS Textract \u3092\u9078\u3076\u306e\u306f\u3001\u6ce8\u6587\u66f8\u304c\u82f1\u6587\u3060\u304b\u3089\u3067\u3059\u3002** \u5bfe\u5fdc\u8a00\u8a9e\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3067\u3001**\u65e5\u672c\u8a9e\u306e\u6ce8\u6587\u66f8\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u56fd\u5185\u306e\u9867\u5ba2\u306e\u6ce8\u6587\u66f8\u306f\u5225\u306e\u69cb\u6210\u3067\u6271\u3044\u307e\u3059\u3002\n\n**\u4f7f\u3046\u6a5f\u80fd\u306f\u3001\u6587\u66f8\u306e\u5206\u6790\uff08AnalyzeDocument \u3068\u3001\u305d\u306e\u975e\u540c\u671f\u7248\u306e StartDocumentAnalysis\uff09\u3067\u3059\u3002** `FORMS` \u3067\u300cPO Number: 4500012345\u300d\u306e\u3088\u3046\u306a\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3001`TABLES` \u3067\u660e\u7d30\u306e\u8868\u3001`QUERIES` \u3067**\u300cWhat are the Incoterms?\u300d\u306e\u3088\u3046\u306a\u8cea\u554f\u3078\u306e\u7b54\u3048**\u304c\u8fd4\u308a\u307e\u3059\u3002\u6ce8\u6587\u66f8\u306f\u8acb\u6c42\u66f8\u306e\u5c02\u7528\u306e\u5206\u6790\u306e\u5bfe\u8c61\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u6587\u66f8\u306e\u5206\u6790\u3067\u8aad\u307f\u307e\u3059\u3002\n\n**\u8cea\u554f\uff08Queries\uff09\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3057\u304b\u4f7f\u3048\u307e\u305b\u3093\u3002** \u30c9\u30a4\u30c4\u3084\u30b9\u30da\u30a4\u30f3\u306e\u9867\u5ba2\u304c\u81ea\u56fd\u8a9e\u306e\u6ce8\u6587\u66f8\u3092\u9001\u3063\u3066\u304f\u308b\u5834\u5408\u306f\u3001\u8cea\u554f\u3092\u5916\u3057\u3066\u30ad\u30fc\u3068\u5024\u3068\u8868\u3060\u3051\u3067\u8aad\u307f\u307e\u3059\u3002**\u9867\u5ba2\u30de\u30b9\u30bf\u306b\u6ce8\u6587\u66f8\u306e\u8a00\u8a9e\u3092\u6301\u305f\u305b\u3001\u8a2d\u5b9a\u3092\u5207\u308a\u66ff\u3048\u307e\u3059\u3002**\n\n**\u7d04\u6b3e\u306e\u30da\u30fc\u30b8\u307e\u3067\u4ed8\u3044\u305f\u6ce8\u6587\u66f8\u306f\u6570\u30da\u30fc\u30b8\u306b\u306a\u308b\u306e\u3067\u3001\u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u8aad\u307f\u307e\u3059\u3002** \u540c\u671f\u306e\u51e6\u7406\u306fPDF\u30671\u30da\u30fc\u30b8\u30fb10MB\u307e\u3067\u3001\u975e\u540c\u671f\u306fPDF\u3067500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u6ce8\u6587\u66f8\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u6ce8\u6587\u306f\u5c4a\u3044\u305f\u9806\u306b\u51e6\u7406\u3057\u3001**\u7167\u3089\u3057\u305f\u7d50\u679c\u304c\u51fa\u308b\u307e\u3067\u306e\u6642\u9593\u3092\u77ed\u304f\u3057\u307e\u3059\u3002** \u9867\u5ba2\u306f\u6ce8\u6587\u8acb\u66f8\u306e\u8fd4\u308a\u3092\u5f85\u3063\u3066\u304a\u308a\u3001\u6761\u4ef6\u306e\u9055\u3044\u3092\u78ba\u304b\u3081\u308b\u9023\u7d61\u306f\u65e9\u3044\u307b\u3069\u901a\u308a\u3084\u3059\u3044\u304b\u3089\u3067\u3059\u3002\n\n\u6ce8\u6587\u306e\u53d7\u3051\u53d6\u308a\u7528\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3092\u9867\u5ba2\u306b\u6848\u5185\u3057\u3001**\u6dfb\u4ed8\u3092\u81ea\u52d5\u3067\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078\u4fdd\u5b58\u3057\u307e\u3059\u3002** \u55b6\u696d\u62c5\u5f53\u306e\u500b\u4eba\u306e\u30a2\u30c9\u30ec\u30b9\u306b\u5c4a\u3044\u305f\u6ce8\u6587\u306f\u3001\u305d\u306e\u30a2\u30c9\u30ec\u30b9\u3078\u8ee2\u9001\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002**\u8ee2\u9001\u304c\u629c\u3051\u308b\u3068\u3001\u305d\u306e\u6ce8\u6587\u306f\u7167\u3089\u3055\u308c\u306a\u3044\u307e\u307e\u6b8b\u308a\u307e\u3059\u3002**\n\n\u51e6\u7406\u304c\u7d42\u308f\u3063\u305f\u6ce8\u6587\u66f8\u306f\u51e6\u7406\u6e08\u307f\u306e\u5834\u6240\u3078\u79fb\u3057\u3001**\u79fb\u3059\u306e\u306f\u78ba\u8a8d\u306e\u4e00\u89a7\u3078\u306e\u66f8\u304d\u51fa\u3057\u307e\u3067\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051**\u306b\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u6ce8\u6587\u66f8 | PDF\u3002\u9001\u308a\u5143\u306e\u30a2\u30c9\u30ec\u30b9\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u30ad\u30fc\u3068\u5024\u3001\u660e\u7d30\u306e\u8868\u306e\u30bb\u30eb\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u5024\u3054\u3068\u306e\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u898b\u7a4d | \u898b\u7a4d\u756a\u53f7\u3001\u9867\u5ba2\u3001\u54c1\u756a\u3001\u5358\u4fa1\u3001\u901a\u8ca8\u3001**\u6700\u5c0f\u767a\u6ce8\u6570\u91cf**\u3001\u7d0d\u671f\u306e\u3081\u3084\u3059\u3001\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3068\u5834\u6240\u3001\u652f\u6255\u6761\u4ef6\u3001**\u6709\u52b9\u671f\u9650** | \u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u54c1\u756a\u306e\u5bfe\u5fdc\u8868 | \u9867\u5ba2\u306e\u54c1\u756a\u3001\u81ea\u793e\u306e\u54c1\u756a\u3001\u9867\u5ba2\u306e\u54c1\u540d | \u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u9867\u5ba2\u30de\u30b9\u30bf | \u9867\u5ba2\u30b3\u30fc\u30c9\u3001\u6ce8\u6587\u66f8\u306e\u8a00\u8a9e\u3001**\u6570\u5b57\u3068\u65e5\u4ed8\u306e\u66f8\u304d\u65b9**\u3001\u65e2\u5b9a\u306e\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3068\u652f\u6255\u6761\u4ef6\u3001\u51fa\u8377\u5148\u306e\u4e00\u89a7 | \u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u306e\u4e00\u89a7 | \u898f\u5247\u306e\u30b3\u30fc\u30c9\u3001\u540d\u524d\u3001\u904b\u8cc3\u3068\u4fdd\u967a\u6599\u3092\u58f2\u308a\u624b\u304c\u6301\u3064\u304b | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u898b\u7a4d\u306e\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u51fa\u3057\u3084\u3059\u3055\u3067\u3059\u3002** \u898b\u7a4d\u304c\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u6563\u3089\u3070\u3063\u3066\u3044\u308b\u3068\u3001\u7167\u3089\u3059\u5148\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u898b\u7a4d\u756a\u53f7\u30fb\u9867\u5ba2\u30fb\u54c1\u756a\u30671\u884c\u3092\u5f15\u3051\u308b\u5f62**\u306b\u305d\u308d\u3048\u308b\u3053\u3068\u304c\u3001\u6700\u521d\u306e\u4f5c\u696d\u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u8aad\u307f\u53d6\u308a\u306f\u3001Lambda \u304b\u3089 StartDocumentAnalysis \u3092\u547c\u3093\u3067\u59cb\u3081\u307e\u3059\u3002** \u6587\u66f8\u306fS3\u306e\u5834\u6240\u3067\u6307\u5b9a\u3057\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u5148\u306bSNS\u306e\u30c8\u30d4\u30c3\u30af\u3092\u6e21\u3057\u307e\u3059\u3002**`ClientRequestToken` \u306b\u53d7\u4ed8\u306e\u30d5\u30a1\u30a4\u30eb\u3054\u3068\u306e\u5024\u3092\u5165\u308c\u3001\u540c\u3058\u6ce8\u6587\u66f8\u306e\u51e6\u7406\u304c\u4e8c\u91cd\u306b\u59cb\u307e\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002** `JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306a\u3044\u306e\u3067\u3001\u5b8c\u4e86\u3092\u53d7\u3051\u305f\u3089\u3059\u3050\u306b `GetDocumentAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308a\u3001\u81ea\u793e\u306e\u30d0\u30b1\u30c3\u30c8\u3078\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\n\n**\u8cea\u554f\u306f `QueriesConfig` \u306b\u4e26\u3079\u3001`Pages` \u3067\u5f53\u3066\u308b\u30da\u30fc\u30b8\u30921\u30da\u30fc\u30b8\u76ee\u30682\u30da\u30fc\u30b8\u76ee\u306b\u7d5e\u308a\u307e\u3059\u3002** \u7d04\u6b3e\u306e\u30da\u30fc\u30b8\u306b\u8cea\u554f\u3092\u5f53\u3066\u308b\u3068\u3001\u7d04\u6b3e\u306e\u4e2d\u306e\u4e00\u822c\u7684\u306a\u652f\u6255\u6761\u4ef6\u306e\u6587\u3092\u7b54\u3048\u3068\u3057\u3066\u62fe\u3046\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002\n\n| \u8cea\u554f\u306e\u6587\uff08`Text`\uff09 | `Alias` | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| What is the purchase order number? | `PO_NO` | \u91cd\u8907\u306e\u691c\u77e5\u3001\u6ce8\u6587\u8acb\u66f8 |\n| What is the quotation number? | `QUOTE_NO` | **\u898b\u7a4d\u3092\u5f15\u304f\u7b2c\u4e00\u306e\u624b\u304c\u304b\u308a** |\n| What are the Incoterms? | `INCOTERMS` | \u898b\u7a4d\u3068\u306e\u7167\u5408 |\n| What are the payment terms? | `PAYMENT_TERMS` | \u898b\u7a4d\u30fb\u9867\u5ba2\u30de\u30b9\u30bf\u3068\u306e\u7167\u5408 |\n| What is the currency? | `CURRENCY` | \u5358\u4fa1\u306e\u7167\u5408 |\n| What is the ship to address? | `SHIP_TO` | \u51fa\u8377\u5148\u306e\u4e00\u89a7\u3068\u306e\u7167\u5408 |\n\n**\u7b54\u3048\u306f `QUERY_RESULT` \u306e\u584a\u3068\u3057\u3066\u8fd4\u308a\u3001\u4fe1\u983c\u5ea6\u304c\u4ed8\u304d\u307e\u3059\u3002\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u7a7a\u306e\u307e\u307e\u8fd4\u308a\u307e\u3059\u3002** \u898b\u7a4d\u756a\u53f7\u304c\u7a7a\u306a\u3089\u3001\u9867\u5ba2\u3068\u54c1\u756a\u3067\u898b\u7a4d\u3092\u5f15\u304f\u7d4c\u8def\u306b\u5207\u308a\u66ff\u3048\u307e\u3059\u3002**\u7a7a\u3092\u300c\u898b\u7a4d\u306a\u3057\u300d\u3068\u8aad\u307e\u306a\u3044\u3053\u3068\u304c\u5927\u4e8b\u3067\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8cea\u554f\u3078\u306e\u7b54\u3048 | `QUERY` \u3068 `QUERY_RESULT` | \u4e3b\u8981\u306a\u9805\u76ee\u306e\u5024\u3068\u4fe1\u983c\u5ea6 |\n| \u30ad\u30fc\u3068\u5024\u306e\u7d44 | `KEY_VALUE_SET` | \u8cea\u554f\u3092\u4f7f\u3048\u306a\u3044\u8a00\u8a9e\u306e\u66f8\u5f0f\u3001\u8cea\u554f\u3067\u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee |\n| \u660e\u7d30\u306e\u8868 | `TABLE` \u3068 `CELL` | \u54c1\u756a\u30fb\u54c1\u540d\u30fb\u6570\u91cf\u30fb\u5358\u4f4d\u30fb\u5358\u4fa1\u30fb\u91d1\u984d\u30fb\u7d0d\u671f\u306e\u884c |\n| \u30c1\u30a7\u30c3\u30af\u6b04 | `SELECTION_ELEMENT` \u306e `SelectionStatus` | \u300cPartial shipment allowed\u300d\u306a\u3069\u306e\u6b04 |\n| \u5168\u6587 | `LINE` \u3068 `WORD` | \u7279\u8a18\u4e8b\u9805\u3001\u7d04\u6b3e\u306e\u30da\u30fc\u30b8\u306e\u6709\u7121 |\n\n**\u898b\u7a4d\u306f Python \u3067\u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002** \u751f\u6210AI\u306b\u306f\u3001\u54c1\u756a\u306e\u5019\u88dc\u3092\u51fa\u3059\u305f\u3081\u306e\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u306e\u4e00\u90e8\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 \u6271\u3048\u308b\u306e\u306fJPEG\u3001PNG\u3001PDF\u3001TIFF\u3067\u3059\u3002**XFA\u5f62\u5f0f\u306ePDF\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093**\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 **\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u9867\u5ba2\u306b\u4fdd\u8b77\u306e\u306a\u3044\u3082\u306e\u3092\u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3044\u307e\u3059\n3. **\u89e3\u50cf\u5ea6\u306e\u78ba\u8a8d** \u2026 \u8aad\u307f\u53d6\u308c\u308b\u6587\u5b57\u306e\u9ad8\u3055\u306f15\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0a\uff08150dpi\u30678\u30dd\u30a4\u30f3\u30c8\uff09\u3067\u3059\n4. **\u9867\u5ba2\u306e\u7279\u5b9a** \u2026 \u9001\u308a\u5143\u306e\u30a2\u30c9\u30ec\u30b9\u306e\u30c9\u30e1\u30a4\u30f3\u304b\u3089\u9867\u5ba2\u30de\u30b9\u30bf\u3092\u5f15\u304d\u307e\u3059\u3002**\u5f15\u3051\u306a\u3051\u308c\u3070\u3001\u6ce8\u6587\u66f8\u306e\u4f1a\u793e\u540d\u3067\u5f15\u304d\u307e\u3059**\n5. **\u8a00\u8a9e\u306e\u5207\u308a\u66ff\u3048** \u2026 \u9867\u5ba2\u30de\u30b9\u30bf\u306e\u6ce8\u6587\u66f8\u306e\u8a00\u8a9e\u304c\u82f1\u8a9e\u306a\u3089 `QUERIES` \u3092\u5165\u308c\u3001\u305d\u308c\u4ee5\u5916\u306f `FORMS` \u3068 `TABLES` \u3060\u3051\u306b\u3057\u307e\u3059\n6. **\u6570\u5024\u3068\u65e5\u4ed8\u306e\u6b63\u898f\u5316** \u2026 \u9867\u5ba2\u30de\u30b9\u30bf\u306e\u66f8\u304d\u65b9\u3067\u3001\u300c1.250,00\u300d\u3084\u300c03\/04\/2026\u300d\u3092\u81ea\u793e\u306e\u5f62\u306b\u76f4\u3057\u307e\u3059\u3002**\u5143\u306e\u6587\u5b57\u5217\u306f\u6b8b\u3057\u307e\u3059**\n7. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u9867\u5ba2\u30fb\u540c\u3058\u6ce8\u6587\u756a\u53f7\u306e\u3082\u306e\u304c\u65e2\u306b\u3042\u308c\u3070\u3001\u518d\u9001\u304b\u5909\u66f4\u306e\u6ce8\u6587\u304b\u306e\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**6\u756a\u76ee\u306fAI\u306b\u4efb\u305b\u307e\u305b\u3093\u3002** \u6b27\u5dde\u306e\u9867\u5ba2\u306e\u300c1.250,00\u300d\u3092\u5343\u4e8c\u767e\u4e94\u5341\u3068\u8aad\u3080\u304b\u4e00\u30fb\u4e8c\u4e94\u3068\u8aad\u3080\u304b\u3067\u3001**\u6570\u91cf\u304b\u5358\u4fa1\u304c\u5343\u500d\u305a\u308c\u307e\u3059\u3002** \u66f8\u304d\u65b9\u306f\u9867\u5ba2\u30de\u30b9\u30bf\u3067\u6c7a\u3081\u6253\u3061\u3057\u307e\u3059\u3002\n\n**7\u756a\u76ee\u3067\u300c\u5909\u66f4\u306e\u6ce8\u6587\u300d\u3092\u898b\u5206\u3051\u308b\u306e\u306f\u3001\u540c\u3058\u6ce8\u6587\u756a\u53f7\u306b\u300cRevision 2\u300d\u300cChange Order\u300d\u3068\u66f8\u304b\u308c\u3066\u5c4a\u304f\u3082\u306e\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u65b0\u3057\u3044\u6ce8\u6587\u3068\u3057\u3066\u767b\u9332\u3059\u308b\u3068\u4e8c\u91cd\u306b\u51fa\u8377\u3057\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u5f62\u306b\u305d\u308d\u3048\u3001\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u3067\u5f15\u3051\u306a\u3044\u884c\u306b\u5019\u88dc\u3092\u51fa\u3057\u3001\u53d6\u5f15\u6761\u4ef6\u3092\u539f\u6587\u306e\u307e\u307e\u5207\u308a\u51fa\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u898b\u308b\u3082\u306e | \u66f8\u304d\u51fa\u3059\u5185\u5bb9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u4e3b\u8981\u306a\u9805\u76ee | \u6ce8\u6587\u756a\u53f7\u3001\u6ce8\u6587\u65e5\u3001\u898b\u7a4d\u756a\u53f7\u3001\u51fa\u8377\u5148\u3001\u901a\u8ca8\u3001\u6539\u8a02\u306e\u756a\u53f7 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d |\n| \u660e\u7d30\u306e\u884c | \u9867\u5ba2\u306e\u54c1\u756a\u3001\u54c1\u540d\u3001\u6570\u91cf\u3001\u5358\u4f4d\u3001\u5358\u4fa1\u3001\u91d1\u984d\u3001\u5e0c\u671b\u7d0d\u671f | \u5217\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `unknown` |\n| \u81ea\u793e\u306e\u54c1\u756a | \u5bfe\u5fdc\u8868\u3067\u5f15\u3051\u306a\u3044\u884c\u306e\u5019\u88dc\uff08\u6700\u59273\u3064\uff09\u3068\u6839\u62e0 | \u5019\u88dc\u304c\u7121\u3051\u308c\u3070 `unmatched` |\n| \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba | \u898f\u5247\u306e\u30b3\u30fc\u30c9\u3001\u5834\u6240\u3001\u7248\u306e\u5e74\u306e**\u539f\u6587** | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d |\n| \u652f\u6255\u6761\u4ef6 | \u652f\u6255\u6761\u4ef6\u306e**\u539f\u6587** | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d |\n| \u7d04\u6b3e | \u7d04\u6b3e\u306e\u30da\u30fc\u30b8\u306e\u6709\u7121\u3068\u3001\u305d\u306e\u30da\u30fc\u30b8\u756a\u53f7 | \u5185\u5bb9\u306e\u8981\u7d04\u306f\u3057\u306a\u3044 |\n\n**\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3068\u652f\u6255\u6761\u4ef6\u3092\u300c\u539f\u6587\u306e\u307e\u307e\u300d\u5207\u308a\u51fa\u3055\u305b\u308b\u306e\u306f\u3001\u8a00\u3044\u63db\u3048\u3067\u610f\u5473\u304c\u5909\u308f\u308b\u304b\u3089\u3067\u3059\u3002** \u300cNet 60 days from invoice date\u300d\u3068\u300c60 days after B\/L date\u300d\u306f\u3001\u3069\u3061\u3089\u308260\u65e5\u3067\u3059\u304c\u8d77\u7b97\u65e5\u304c\u9055\u3044\u307e\u3059\u3002**\u8981\u7d04\u3055\u305b\u308b\u3068\u300c60\u65e5\u300d\u3068\u307e\u3068\u3081\u3001\u7167\u5408\u3067\u9055\u3044\u304c\u6d88\u3048\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u898b\u7a4d\u3068\u306e\u6bd4\u8f03 | \u898f\u5247\u3067\u7167\u3089\u3059\u3002AI\u306b\u898b\u7a4d\u3092\u6e21\u3055\u306a\u3044 |\n| \u5358\u4fa1\u3084\u6570\u91cf\u306e\u8a08\u7b97 | \u91d1\u984d\u306f\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u306e\u307e\u307e |\n| \u7d04\u6b3e\u3092\u53d7\u3051\u5165\u308c\u308b\u304b\u306e\u5224\u65ad | \u6cd5\u52d9\u3068\u55b6\u696d\u306e\u5224\u65ad\u3002AI\u306f\u6709\u7121\u3068\u30da\u30fc\u30b8\u3060\u3051 |\n| \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u306e\u8aad\u307f\u66ff\u3048 | \u300cCIF\u300d\u3092\u300cCIP\u300d\u306b\u76f4\u3059\u306a\u3069\u3092\u3057\u306a\u3044 |\n| \u54c1\u756a\u306e\u78ba\u5b9a | \u5019\u88dc\u307e\u3067\u3002\u78ba\u5b9a\u306f\u55b6\u696d\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8 |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u822a\u7a7a\u4fbf\u306e\u6ce8\u6587\u306b\u300cCIF\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u3001AI\u306f\u6c17\u3092\u5229\u304b\u305b\u3066\u300c\u822a\u7a7a\u4fbf\u306a\u3089CIP\u306e\u306f\u305a\u300d\u3068\u76f4\u3057\u3066\u8fd4\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u76f4\u3055\u308c\u305f\u5024\u306f\u898b\u7a4d\u3068\u4e00\u81f4\u3057\u3001\u78ba\u304b\u3081\u308b\u3079\u304d\u9055\u3044\u304c\u6d88\u3048\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u8f38\u51fa\u3092\u884c\u3046\u5546\u793e\u306e\u55b6\u696d\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3067\u3001\u6d77\u5916\u306e\u9867\u5ba2\u304b\u3089\u5c4a\u3044\u305f\n\u82f1\u6587\u306e\u6ce8\u6587\u66f8\u3092\u3001\u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u5f62\u306b\u305d\u308d\u3048\u308b\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3059\u306e\u306f\u3001OCR\u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3068\u3001\u305d\u306e\u9867\u5ba2\u306e\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u3067\u3059\u3002\n\u305d\u3053\u306b\u66f8\u304b\u308c\u305f\u3053\u3068\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u304d\u51fa\u3059\u3053\u3068\u3011\n1. \u4e3b\u8981\u306a\u9805\u76ee: po_no, po_date, revision, quote_no, ship_to, currency\n2. \u660e\u7d30\u306e\u884c: customer_part_no, description, qty, unit, unit_price,\n   amount, requested_date\n3. \u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u3067\u5f15\u3051\u306a\u3044\u884c: \u81ea\u793e\u306e\u54c1\u756a\u306e\u5019\u88dc\uff08\u6700\u59273\u3064\uff09\u3068\u6839\u62e0\n4. incoterms_text: \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u306e\u8a18\u8f09\u3092\u539f\u6587\u306e\u307e\u307e\n5. payment_terms_text: \u652f\u6255\u6761\u4ef6\u306e\u8a18\u8f09\u3092\u539f\u6587\u306e\u307e\u307e\n6. \u7d04\u6b3e\u306e\u30da\u30fc\u30b8\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u30da\u30fc\u30b8\u756a\u53f7\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u300c\u4e0d\u660e\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6570\u91cf\u30fb\u5358\u4fa1\u30fb\u91d1\u984d\u30fb\u65e5\u4ed8\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u6587\u5b57\u5217\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8a08\u7b97\u3057\u305f\u308a\u3001\u66f8\u304d\u65b9\u3092\u76f4\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3068\u652f\u6255\u6761\u4ef6\u306f\u3001\u8981\u7d04\u30fb\u8a00\u3044\u63db\u3048\u30fb\u4fee\u6b63\u3092\u305b\u305a\u539f\u6587\u306e\u307e\u307e\n  \u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8aa4\u308a\u306b\u898b\u3048\u3066\u3082\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u898b\u7a4d\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3001\u6761\u4ef6\u304c\u59a5\u5f53\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u81ea\u793e\u306e\u54c1\u756a\u306e\u5019\u88dc\u306f\u3001\u6e21\u3057\u305f\u5bfe\u5fdc\u8868\u306b\u51fa\u3066\u304f\u308b\u54c1\u756a\u304b\u3089\u3060\u3051\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n  \u54c1\u540d\u304c\u4f3c\u3066\u3044\u308b\u3068\u3044\u3046\u3060\u3051\u3067\u5019\u88dc\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5019\u88dc\u304c\u7121\u3044\u884c\u306f unmatched \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7d04\u6b3e\u306e\u5185\u5bb9\u3092\u8981\u7d04\u3057\u305f\u308a\u3001\u53d7\u3051\u5165\u308c\u3066\u3088\u3044\u304b\u3092\u66f8\u3044\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6ce8\u6587\u66f8\u3067\u306a\u3044\u66f8\u985e\uff08\u898b\u7a4d\u4f9d\u983c\u3001\u7d0d\u671f\u306e\u554f\u3044\u5408\u308f\u305b\u306a\u3069\uff09\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\n  \u305d\u308d\u3048\u308b\u4f5c\u696d\u3092\u305b\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_result}\n\u3010\u3053\u306e\u9867\u5ba2\u306e\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u3011{part_xref}\n```\n\n**\u300c\u8aa4\u308a\u306b\u898b\u3048\u3066\u3082\u76f4\u3055\u306a\u3044\u300d\u3092\u66f8\u304b\u306a\u3044\u3068\u3001\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3092\u76f4\u3057\u307e\u3059\u3002** \u7b2c7\u7ae0\u306e\u300c\u3055\u305b\u306a\u3044\u3053\u3068\u300d\u306e4\u884c\u76ee\u306e\u5931\u6557\u306f\u3001\u3053\u306e1\u6587\u3067\u9632\u304e\u307e\u3059\u3002\n\n**\u300c\u54c1\u540d\u304c\u4f3c\u3066\u3044\u308b\u3068\u3044\u3046\u3060\u3051\u3067\u5019\u88dc\u306b\u3057\u306a\u3044\u300d\u306f\u3001\u578b\u756a\u306e\u672b\u5c3e\u3060\u3051\u304c\u9055\u3046\u54c1\u756a\u304c\u4e26\u3076\u5546\u6750\u3067\u52b9\u304d\u307e\u3059\u3002** \u300cBearing 6204\u300d\u3068\u300cBearing 6204-2RS\u300d\u306f\u5225\u306e\u54c1\u756a\u3067\u3001\u5358\u4fa1\u3082\u9055\u3044\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `type: \"json_schema\"` \u3068JSON\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\uff09\u3092\u4f7f\u3046\u3068\u3001**\u30b9\u30ad\u30fc\u30de\u3069\u304a\u308a\u306e\u5f62\u3067\u8fd4\u308a\u3001\u5fc5\u9808\u306e\u9805\u76ee\u304c\u6b20\u3051\u307e\u305b\u3093\u3002**\n\n```json\n{\n  \"document_type\": \"purchase_order\",\n  \"po_no\": \"\",\n  \"po_date\": \"\",\n  \"revision\": \"\",\n  \"quote_no\": \"\",\n  \"ship_to\": \"\",\n  \"currency\": \"\",\n  \"lines\": [\n    { \"customer_part_no\": \"\", \"description\": \"\", \"qty\": \"\", \"unit\": \"\",\n      \"unit_price\": \"\", \"amount\": \"\", \"requested_date\": \"\",\n      \"own_part_candidates\": [ { \"part_no\": \"\", \"evidence\": \"\" } ] }\n  ],\n  \"incoterms_text\": \"\",\n  \"payment_terms_text\": \"\",\n  \"terms_pages\": []\n}\n```\n\n**\u3053\u306e\u5f8c\u306b\u3001Python \u304c\u7167\u5408\u3092\u8db3\u3057\u307e\u3059\u3002**\n\n| \u78ba\u304b\u3081\u308b\u3053\u3068 | \u898f\u5247 | \u7d50\u679c |\n|:--|:--|:--|\n| \u898b\u7a4d | \u898b\u7a4d\u756a\u53f7\u304b\u3001\u9867\u5ba2\u3068\u54c1\u756a\u30671\u4ef6\u306b\u5f15\u3051\u308b\u304b | \u5f15\u3051\u306a\u3051\u308c\u3070 `needs_human` |\n| \u6709\u52b9\u671f\u9650 | \u6ce8\u6587\u65e5\u304c\u898b\u7a4d\u306e\u6709\u52b9\u671f\u9650\u306e\u5185\u304b | \u5916\u306a\u3089 `quote_expired` |\n| \u5358\u4fa1\u30fb\u901a\u8ca8 | \u898b\u7a4d\u306e\u5358\u4fa1\u30fb\u901a\u8ca8\u3068\u4e00\u81f4\u3059\u308b\u304b | \u9055\u3048\u3070 `price_diff` \u3068\u5dee\u984d |\n| \u6570\u91cf | \u6700\u5c0f\u767a\u6ce8\u6570\u91cf\u4ee5\u4e0a\u304b | \u4e0b\u56de\u308c\u3070 `below_moq` |\n| \u7d0d\u671f | \u5e0c\u671b\u7d0d\u671f\u304c\u3001\u6ce8\u6587\u65e5\u306b\u7d0d\u671f\u306e\u3081\u3084\u3059\u3092\u8db3\u3057\u305f\u65e5\u4ee5\u964d\u304b | \u524d\u306a\u3089 `lead_time_short` |\n| \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba | \u898f\u5247\u306e\u30b3\u30fc\u30c9\u3068\u5834\u6240\u304c\u898b\u7a4d\u3068\u4e00\u81f4\u3059\u308b\u304b\u300111\u306e\u898f\u5247\u306e\u30b3\u30fc\u30c9\u306b\u5f53\u305f\u308b\u304b | \u9055\u3048\u3070 `terms_diff` |\n| \u652f\u6255\u6761\u4ef6 | \u898b\u7a4d\u30fb\u9867\u5ba2\u30de\u30b9\u30bf\u306e\u65e2\u5b9a\u306e\u6761\u4ef6\u3068\u4e00\u81f4\u3059\u308b\u304b | \u9055\u3048\u3070 `terms_diff` |\n| \u54c1\u756a | \u5bfe\u5fdc\u8868\u30671\u3064\u306b\u5f15\u3051\u308b\u304b\u3001\u5019\u88dc\u304c1\u3064\u304b | \u5f15\u3051\u306a\u3051\u308c\u3070 `needs_human` |\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3092\u898f\u5247\u306e\u30b3\u30fc\u30c9\u3068\u5834\u6240\u306b\u5206\u3051\u3066\u7167\u3089\u305b\u308b\u3053\u3068\u3067\u3059\u3002** Python \u304c\u539f\u6587\u304b\u3089\u30b3\u30fc\u30c9\u3068\u5834\u6240\u3068\u7248\u306e\u5e74\u3092\u53d6\u308a\u51fa\u3057\u3001**\u30b3\u30fc\u30c9\u304c\u4e00\u89a7\u306b\u7121\u3044\u3082\u306e\uff082020\u5e74\u7248\u3067\u540d\u524d\u304c\u5909\u308f\u3063\u305f\u65e7\u6765\u306eDAT\u306a\u3069\uff09**\u306f `terms_diff` \u306b\u3057\u307e\u3059\u3002ICC\u306f\u30012020\u5e74\u7248\u3067\u65e7\u6765\u306eDAT\uff08Delivered at Terminal\uff09\u3092DPU\uff08Delivered at Place Unloaded\uff09\u306b\u6539\u3081\u305f\u3068\u3057\u3066\u3044\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u652f\u6255\u6761\u4ef6\u306e\u7167\u5408\u3092\u300c\u4e00\u81f4\u300d\u304b\u300c\u9055\u3046\u300d\u304b\u306b\u9650\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u652f\u6255\u6761\u4ef6\u306e\u66f8\u304d\u65b9\u306f\u9867\u5ba2\u3054\u3068\u306b\u3070\u3089\u3070\u3089\u306a\u306e\u3067\u3001**\u9867\u5ba2\u30de\u30b9\u30bf\u306b\u904e\u53bb\u306b\u4e00\u81f4\u3068\u78ba\u304b\u3081\u305f\u66f8\u304d\u65b9\u3092\u7a4d\u307f\u3001\u305d\u308c\u3068\u6587\u5b57\u5217\u3067\u7167\u3089\u3057\u307e\u3059\u3002** \u7a4d\u3093\u3067\u3044\u306a\u3044\u66f8\u304d\u65b9\u306f `terms_diff` \u3067\u4eba\u306b\u56de\u3057\u3001\u78ba\u304b\u3081\u305f\u3089\u7a4d\u307f\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u8d77\u52d5 | \u6ce8\u6587\u66f8\u306e\u53d7\u3051\u53d6\u308a |\n| AWS Textract | StartDocumentAnalysis\uff0fGetDocumentAnalysis | \u30ad\u30fc\u3068\u5024\u3001\u660e\u7d30\u306e\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u53d7\u6ce8\u30c7\u30fc\u30bf\u3078\u306e\u6574\u5f62\u3068\u54c1\u756a\u306e\u5019\u88dc\u3001\u6ce8\u6587\u8acb\u66f8\u306e\u4e0b\u66f8\u304d |\n| \u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u898b\u7a4d\u30fb\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u30fb\u9867\u5ba2\u30de\u30b9\u30bf\u306e\u8aad\u307f\u53d6\u308a | \u7167\u5408\u306e\u6750\u6599 |\n| \u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u4e0b\u66f8\u304d\u306e\u53d6\u308a\u8fbc\u307f | **\u78ba\u5b9a\u306f\u4eba\u304c\u884c\u3046** |\n| \u78ba\u8a8d\u306e\u4e00\u89a7 | \u8868\u3078\u306e\u66f8\u304d\u51fa\u3057 | \u55b6\u696d\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3068\u55b6\u696d\u62c5\u5f53\u304c\u898b\u308b\u4e00\u89a7 |\n\n**\u53d7\u6ce8\u306e\u78ba\u5b9a\u306f\u81ea\u52d5\u306b\u3057\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u304c\u4f5c\u308b\u306e\u306f\u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3001**\u78ba\u5b9a\u3068\u6ce8\u6587\u8acb\u66f8\u306e\u9001\u4ed8\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002** \u78ba\u5b9a\u3059\u308b\u3068\u51fa\u8377\u306e\u624b\u914d\u3068\u4ed5\u5165\u5148\u3078\u306e\u767a\u6ce8\u304c\u52d5\u304d\u51fa\u3059\u305f\u3081\u3001\u8aa4\u308a\u304c\u4e00\u606f\u306b\u5e83\u304c\u308a\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u55b6\u696d\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306f\u5168\u4ef6\u306e\u4e0b\u66f8\u304d\u3092\u898b\u307e\u3059\u304c\u3001\u898b\u65b9\u3092\u5224\u5b9a\u3067\u5206\u3051\u307e\u3059\u3002**\n\n1. **`match` \u306f\u4e0b\u66f8\u304d\u3068\u539f\u672c\u3092\u4e26\u3079\u3066\u78ba\u5b9a\u3059\u308b** \u2026 \u7167\u3089\u3059\u4f5c\u696d\u306f\u6e08\u3093\u3067\u3044\u308b\u306e\u3067\u3001\u54c1\u756a\u3068\u6570\u91cf\u3092\u76ee\u3067\u8ffd\u3046\u3060\u3051\u3067\u3059\n2. **`terms_diff` \u3092\u6700\u512a\u5148\u3067\u55b6\u696d\u62c5\u5f53\u306b\u56de\u3059** \u2026 \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3068\u652f\u6255\u6761\u4ef6\u306e\u9055\u3044\u306f\u3001\u904b\u8cc3\u30fb\u4fdd\u967a\u6599\u30fb\u652f\u6255\u306e\u6642\u671f\u306b\u76f4\u7d50\u3057\u307e\u3059\n3. **`price_diff` \u3068 `quote_expired` \u3092\u55b6\u696d\u62c5\u5f53\u306b\u56de\u3059** \u2026 \u5dee\u984d\u3068\u671f\u9650\u3092\u6dfb\u3048\u3066\u3001\u9867\u5ba2\u306b\u78ba\u304b\u3081\u308b\u304b\u3092\u6c7a\u3081\u3066\u3082\u3089\u3044\u307e\u3059\n4. **`below_moq` \u3068 `lead_time_short` \u306f\u3001\u4ed5\u5165\u5148\u306e\u30e1\u30fc\u30ab\u30fc\u306e\u56de\u7b54\u3092\u5f85\u3064** \u2026 \u53d7\u3051\u3089\u308c\u308b\u304b\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u9867\u5ba2\u306b\u8fd4\u3057\u307e\u3059\n5. **\u54c1\u756a\u306e\u5019\u88dc\u3092\u78ba\u5b9a\u3057\u305f\u3089\u5bfe\u5fdc\u8868\u306b\u7a4d\u3080** \u2026 \u7fcc\u6708\u304b\u3089\u540c\u3058\u54c1\u756a\u306f\u6a5f\u68b0\u3067\u5f15\u3051\u307e\u3059\n\n**5\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3092\u6708\u3054\u3068\u306b\u901f\u304f\u3057\u307e\u3059\u3002** \u6700\u521d\u306e\u6708\u306f `needs_human` \u304c\u591a\u304f\u51fa\u307e\u3059\u304c\u3001**\u5bfe\u5fdc\u8868\u304c\u80b2\u3064\u3068\u3001\u7d99\u7d9a\u306e\u6ce8\u6587\u306f\u78ba\u5b9a\u306e\u30dc\u30bf\u30f3\u3092\u62bc\u3059\u3060\u3051\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001360\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef67\u5206\u3067\u3059\u3002** `match` \u306f\u6570\u5206\u3001`terms_diff` \u306e\u3042\u308b\u6ce8\u6587\u306f\u55b6\u696d\u62c5\u5f53\u3068\u306e\u3084\u308a\u53d6\u308a\u3092\u542b\u3081\u306615\u5206\u4ee5\u4e0a\u304b\u304b\u308b\u60f3\u5b9a\u3067\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u9867\u5ba2\u306b\u4fdd\u8b77\u306e\u306a\u3044\u3082\u306e\u3092\u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3046** |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u6ce8\u6587\u66f8\u3067\u8cea\u554f\u304c\u4f7f\u3048\u306a\u3044 | `FORMS` \u3068 `TABLES` \u3067\u8aad\u307f\u3001\u4e3b\u8981\u306a\u9805\u76ee\u306f\u751f\u6210AI\u304c\u30ad\u30fc\u3068\u5024\u304b\u3089\u62fe\u3046 |\n| \u898b\u7a4d\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | \u9867\u5ba2\u3068\u54c1\u756a\u3067\u898b\u7a4d\u3092\u5f15\u304f\u3002**\u8907\u6570\u5f53\u305f\u308c\u3070 `needs_human`** |\n| \u540c\u3058\u6ce8\u6587\u756a\u53f7\u3067\u6539\u8a02\u7248\u304c\u5c4a\u304f | \u524d\u306e\u7248\u3068\u306e\u5dee\u3060\u3051\u3092\u51fa\u3057\u3001\u65b0\u3057\u3044\u6ce8\u6587\u3068\u3057\u3066\u767b\u9332\u3057\u306a\u3044 |\n| \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u306e\u7248\u306e\u5e74\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | `terms_diff` \u306b\u306f\u305b\u305a\u3001\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u300c\u7248\u306e\u8a18\u8f09\u306a\u3057\u300d\u3068\u6dfb\u3048\u308b |\n| \u7d04\u6b3e\u306e\u30da\u30fc\u30b8\u304c\u4ed8\u3044\u3066\u3044\u308b | \u30da\u30fc\u30b8\u756a\u53f7\u3092\u6dfb\u3048\u3066\u55b6\u696d\u62c5\u5f53\u306b\u77e5\u3089\u305b\u308b\u3002**\u53d7\u3051\u5165\u308c\u306e\u5224\u65ad\u306f\u6cd5\u52d9\u3068\u55b6\u696d** |\n| \u9001\u308a\u5143\u306e\u30a2\u30c9\u30ec\u30b9\u3067\u9867\u5ba2\u304c\u5f15\u3051\u306a\u3044 | \u6ce8\u6587\u66f8\u306e\u4f1a\u793e\u540d\u3067\u5f15\u304f\u3002**\u5f15\u3051\u306a\u3051\u308c\u3070\u53d7\u3051\u4ed8\u3051\u305a\u62c5\u5f53\u8005\u3078** |\n| OCR\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n\n**4\u884c\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6539\u8a02\u7248\u306e\u6ce8\u6587\u66f8\u306f\u3001\u5909\u308f\u3063\u305f\u884c\u3060\u3051\u3067\u306a\u304f\u5168\u4f53\u304c\u9001\u308a\u76f4\u3055\u308c\u3066\u304d\u307e\u3059\u3002**\u65b0\u3057\u3044\u6ce8\u6587\u3068\u3057\u3066\u53d6\u308a\u8fbc\u3080\u3068\u3001\u540c\u3058\u54c1\u7269\u3092\u4e8c\u91cd\u306b\u624b\u914d\u3057\u307e\u3059\u3002**\n\n**5\u884c\u76ee\u3067\u7248\u306e\u8a18\u8f09\u306a\u3057\u3092 `terms_diff` \u306b\u3057\u306a\u3044\u306e\u306f\u3001\u66f8\u304b\u306a\u3044\u9867\u5ba2\u304c\u591a\u3044\u304b\u3089\u3067\u3059\u3002** ICC\u306f\u5951\u7d04\u3067\u4f7f\u3046\u7248\u3092\u660e\u8a18\u3059\u308b\u3088\u3046\u6848\u5185\u3057\u3066\u3044\u307e\u3059\u3002\u5168\u4ef6\u3092\u6b62\u3081\u308b\u3068\u78ba\u8a8d\u304c\u56de\u3089\u306a\u3044\u306e\u3067\u3001**\u6dfb\u3048\u66f8\u304d\u306b\u3068\u3069\u3081\u3001\u9867\u5ba2\u3068\u306e\u57fa\u672c\u5951\u7d04\u3067\u7248\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u6ce8\u6587\u66f8\u306ePDF\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u9001\u308a\u5143\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\n- AI\u304c\u8fd4\u3057\u305fJSON\u3068\u3001\u305d\u306e\u3068\u304d\u6e21\u3057\u305f**\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u306e\u7bc4\u56f2**\n- \u7167\u5408\u306b\u4f7f\u3063\u305f**\u898b\u7a4d\u306e\u7248**\u3068\u3001\u7167\u5408\u306e\u7d50\u679c\n- **\u4eba\u304c\u53d7\u6ce8\u3092\u78ba\u5b9a\u3057\u305f\u8a18\u9332**\u3068\u3001\u78ba\u5b9a\u307e\u3067\u306b\u5909\u3048\u305f\u9805\u76ee\n- \u9867\u5ba2\u3078\u306e\u78ba\u8a8d\u306e\u5185\u5bb9\u3068\u56de\u7b54\u3001\u6ce8\u6587\u8acb\u66f8\u3092\u9001\u3063\u305f\u65e5\u6642\n\n**\u300c\u898b\u7a4d\u306e\u7248\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u898b\u7a4d\u304c\u6539\u8a02\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u9867\u5ba2\u3068\u5358\u4fa1\u3092\u5408\u308f\u305b\u76f4\u3057\u3066\u898b\u7a4d\u3092\u51fa\u3057\u76f4\u3059\u3068\u3001**\u53e4\u3044\u898b\u7a4d\u3067\u7167\u3089\u3057\u305f\u7d50\u679c\u3068\u65b0\u3057\u3044\u898b\u7a4d\u3067\u7167\u3089\u3057\u305f\u7d50\u679c\u304c\u9055\u3063\u3066\u304d\u307e\u3059\u3002** \u3069\u3061\u3089\u3067\u53d7\u3051\u305f\u304b\u3092\u3001\u5f8c\u304b\u3089\u78ba\u304b\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u306e\u6ce8\u6587\u66f8\u304b\u308910\u4ef6\u3092\u9078\u3076\uff08**\u660e\u7d30\u306e\u591a\u3044\u3082\u306e\u3001\u898b\u7a4d\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3082\u306e\u3001\u6539\u8a02\u7248\u306e\u3082\u306e\u3001\u7d04\u6b3e\u4ed8\u304d\u306e\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. 10\u4ef6\u306b\u3064\u3044\u3066\u3001\u55b6\u696d\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u5165\u529b\u3057\u305f\u53d7\u6ce8\u30c7\u30fc\u30bf\u3092\u66f8\u304d\u51fa\u3057\u3066\u304a\u304f\n3. \u6ce8\u6587\u66f8\u306ePDF\u3068\u3001\u305d\u306e\u9867\u5ba2\u306e\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u3053\u306e\u6ce8\u6587\u66f8\u304b\u3089\u3001\u6ce8\u6587\u756a\u53f7\u30fb\u898b\u7a4d\u756a\u53f7\u30fb\u660e\u7d30\u306e\u884c\u30fb\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u30fb\u652f\u6255\u6761\u4ef6\u3092\u66f8\u304d\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3068\u652f\u6255\u6761\u4ef6\u306f\u539f\u6587\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u300e\u4e0d\u660e\u300f\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u898b\u7a4d\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u306f\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u5185\u5bb9\u3092\u3001\u53d7\u6ce8\u30c7\u30fc\u30bf\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**10\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u7d44\u3080\u524d\u306b\u3001**\u300c\u66f8\u5f0f\u306e\u9055\u3046\u6ce8\u6587\u66f8\u304b\u3089\u3001\u540c\u3058\u9805\u76ee\u3092\u540c\u3058\u5f62\u3067\u53d6\u308c\u308b\u304b\u300d**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u53d7\u6ce8\u30c7\u30fc\u30bf\u3068\u307b\u307c\u540c\u3058\u5024\u304c\u51fa\u305f | **OCR\u3068\u7167\u5408\u306e\u4ed5\u7d44\u307f\u306b\u9032\u3080** |\n| \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3084\u652f\u6255\u6761\u4ef6\u3092\u8a00\u3044\u63db\u3048\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u660e\u7d30\u306e\u5217\u304c\u305a\u308c\u3066\u6570\u91cf\u3068\u5358\u4fa1\u304c\u5165\u308c\u66ff\u308f\u308b | **\u8868\u306e\u8aad\u307f\u53d6\u308a\u306e\u78ba\u8a8d\u304c\u5148\u3002** \u9867\u5ba2\u306e\u66f8\u5f0f\u3054\u3068\u306b\u5217\u898b\u51fa\u3057\u3092\u78ba\u304b\u3081\u308b |\n\n**3\u884c\u76ee\u304c\u51fa\u305f\u3089\u3001\u66f8\u5f0f\u306e\u554f\u984c\u3067\u3059\u3002** \u7f6b\u7dda\u306e\u7121\u3044\u8868\u3084\u30011\u884c\u304c2\u6bb5\u306b\u6298\u308a\u8fd4\u3055\u308c\u305f\u660e\u7d30\u3067\u8d77\u304d\u3084\u3059\u304f\u3001**\u305d\u306e\u9867\u5ba2\u306e\u66f8\u5f0f\u3060\u3051\u5217\u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3092\u9867\u5ba2\u30de\u30b9\u30bf\u306b\u6301\u305f\u305b\u308b**\u3068\u5b89\u5b9a\u3057\u307e\u3059\u3002","minimal_setup_short":"\u6ce8\u6587\u66f8\u3068\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u5f62\u306b\u66f8\u304d\u51fa\u3055\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u5165\u529b\u306e\u4e0b\u66f8\u304d","semi_auto_setup":"\u4e0a\u8a18\uff0bOCR\u306eAPI\u3067\u8aad\u307f\u53d6\u308a\u3001\u898b\u7a4d\u30fb\u9867\u5ba2\u30de\u30b9\u30bf\u3068\u898f\u5247\u3067\u7167\u3089\u3057\u3001\u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u4e0b\u66f8\u304d\u3068\u78ba\u8a8d\u306e\u4e00\u89a7\u3092\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3001\u6574\u5f62\u3001\u7167\u5408","full_setup":"\u4e0a\u8a18\uff0b\u53d7\u6ce8\u306e\u4e0b\u66f8\u304d\u3092\u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u53d6\u308a\u8fbc\u307f\u3001\u6ce8\u6587\u8acb\u66f8\u306e\u4e0b\u66f8\u304d\u3068\u4ed5\u5165\u5148\u3078\u306e\u767a\u6ce8\u306e\u4e0b\u66f8\u304d\u307e\u3067\u3064\u306a\u3050 \uff0f \u53d7\u3051\u53d6\u308a\u304b\u3089\u8acb\u66f8\u3068\u767a\u6ce8\u306e\u4e0b\u66f8\u304d\u307e\u3067","level_note":"**\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u306f\u534a\u81ea\u52d5\u5316\u3067\u3059\u3002** 1\u4ef620\u5206\u304c7\u5206\u306b\u306a\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u3067\u4ed5\u5165\u5148\u3078\u306e\u767a\u6ce8\u307e\u3067\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u3068\u3001\u53d7\u6ce8\u306e\u8aa4\u308a\u304c\u767a\u6ce8\u306e\u8aa4\u308a\u306b\u5e83\u304c\u308a\u307e\u3059\u3002** \u534a\u81ea\u52d5\u5316\u3067\u7167\u5408\u306e\u5224\u5b9a\u30923\u304b\u6708\u898b\u3066\u3001`terms_diff` \u3068 `needs_human` \u304c\u843d\u3061\u7740\u3044\u3066\u304b\u3089\u9032\u3081\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| AI\u304c\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3092\u76f4\u3057\u3066\u3057\u307e\u3046 | **\u539f\u6587\u306e\u307e\u307e\u5199\u3055\u305b\u3001\u8aa4\u308a\u306b\u898b\u3048\u3066\u3082\u76f4\u3055\u306a\u3044\u3068\u66f8\u304f** |\n| \u652f\u6255\u6761\u4ef6\u3092\u300c60\u65e5\u300d\u3068\u8981\u7d04\u3059\u308b | \u539f\u6587\u3067\u5207\u308a\u51fa\u3057\u3001\u8d77\u7b97\u65e5\u307e\u3067\u7167\u3089\u3059 |\n| \u7d04\u6b3e\u306e\u30da\u30fc\u30b8\u304b\u3089\u652f\u6255\u6761\u4ef6\u3092\u62fe\u3046 | **\u8cea\u554f\u3092\u5f53\u3066\u308b\u30da\u30fc\u30b8\u3092 `Pages` \u3067\u7d5e\u308b** |\n| \u5343\u3068\u5c0f\u6570\u306e\u533a\u5207\u308a\u3092\u8aad\u307f\u9055\u3048\u308b | \u9867\u5ba2\u30de\u30b9\u30bf\u3067\u6c7a\u3081\u6253\u3061\u3057\u3001AI\u306b\u8aad\u307e\u305b\u306a\u3044 |\n| \u6539\u8a02\u7248\u3092\u65b0\u3057\u3044\u6ce8\u6587\u3068\u3057\u3066\u767b\u9332\u3059\u308b | \u540c\u3058\u6ce8\u6587\u756a\u53f7\u306e\u6539\u8a02\u3092\u898b\u5206\u3051\u3001\u5dee\u3060\u3051\u3092\u51fa\u3059 |\n| \u898b\u7a4d\u756a\u53f7\u304c\u7121\u3044\u3068\u7167\u3089\u305b\u306a\u3044 | \u9867\u5ba2\u3068\u54c1\u756a\u3067\u5f15\u304f\u7d4c\u8def\u3092\u7528\u610f\u3059\u308b |\n| \u54c1\u540d\u304c\u4f3c\u305f\u5225\u306e\u54c1\u756a\u3092\u5019\u88dc\u306b\u3059\u308b | **\u5bfe\u5fdc\u8868\u306e\u54c1\u756a\u304b\u3089\u3060\u3051\u9078\u3070\u305b\u308b** |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u6ce8\u6587\u66f8\u3067\u8cea\u554f\u304c\u7a7a\u306b\u306a\u308b | **\u8cea\u554f\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u3002** \u8a00\u8a9e\u3067\u8a2d\u5b9a\u3092\u5207\u308a\u66ff\u3048\u308b |\n| \u53d7\u6ce8\u3092\u81ea\u52d5\u3067\u78ba\u5b9a\u3059\u308b | **\u4e0b\u66f8\u304d\u307e\u3067\u306b\u3059\u308b\u3002** \u78ba\u5b9a\u306f\u4eba |\n| \u5bfe\u5fdc\u8868\u304c\u80b2\u305f\u306a\u3044 | \u78ba\u5b9a\u3057\u305f\u54c1\u756a\u3092\u6bce\u56de\u5bfe\u5fdc\u8868\u306b\u7a4d\u3080 |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u53d6\u5f15\u6761\u4ef6\u306e\u6587\u5b57\u5217\u304c\u3001\u3069\u3053\u304b\u3067\u300c\u305d\u308c\u3089\u3057\u304f\u300d\u5909\u308f\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u304b\u3089\u51fa\u3066\u3044\u307e\u3059\u3002**\u539f\u6587\u3092\u5207\u308a\u51fa\u3057\u3001\u7167\u3089\u3059\u306e\u306f\u898f\u5247\u3001\u3068\u3044\u3046\u5206\u3051\u65b9\u3092\u5d29\u3055\u306a\u3044\u3053\u3068\u3067\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u9867\u5ba2\u306e\u540d\u524d\u3068\u51fa\u8377\u5148\u3001\u6ce8\u6587\u306e\u54c1\u7269\u3068\u6570\u91cf\u3068\u5358\u4fa1\u3001\u898b\u7a4d\u306e\u5358\u4fa1\u3068\u6700\u5c0f\u767a\u6ce8\u6570\u91cf\u3001\u652f\u6255\u6761\u4ef6\u3067\u3059\u3002**\u898b\u7a4d\u306e\u5358\u4fa1\u306f\u3001\u9867\u5ba2\u3054\u3068\u306b\u9055\u3046\u53d6\u5f15\u306e\u6761\u4ef6**\u3067\u3001\u4ed6\u306e\u9867\u5ba2\u306b\u77e5\u3089\u308c\u3066\u306f\u306a\u3089\u306a\u3044\u60c5\u5831\u3067\u3059\u3002\n\n1. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u6574\u5f62\u306b\u5fc5\u8981\u306a\u9805\u76ee\u306b\u9650\u308b** \u2026 \u751f\u6210AI\u306b\u6e21\u3059\u306e\u306f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3068\u3001\u305d\u306e\u9867\u5ba2\u306e\u54c1\u756a\u306e\u5bfe\u5fdc\u8868\u3060\u3051\u3067\u3059\u3002**\u898b\u7a4d\u306e\u5358\u4fa1\u3068\u4ed6\u306e\u9867\u5ba2\u306e\u60c5\u5831\u306f\u6e21\u3057\u307e\u305b\u3093**\n2. **\u53d7\u6ce8\u306e\u78ba\u5b9a\u3092\u81ea\u52d5\u306b\u3057\u306a\u3044** \u2026 \u78ba\u5b9a\u306f\u9867\u5ba2\u3068\u306e\u7d04\u675f\u3067\u3001\u51fa\u8377\u3068\u767a\u6ce8\u304c\u52d5\u304d\u51fa\u3057\u307e\u3059\n3. **\u7d04\u6b3e\u306e\u5224\u65ad\u3092AI\u306b\u4efb\u305b\u306a\u3044** \u2026 \u9867\u5ba2\u306e\u8cfc\u8cb7\u306e\u7d04\u6b3e\u3092\u53d7\u3051\u5165\u308c\u308b\u304b\u306f\u3001\u6cd5\u52d9\u3068\u55b6\u696d\u304c\u6c7a\u3081\u307e\u3059\u3002**AI\u304c\u51fa\u3059\u306e\u306f\u7d04\u6b3e\u306e\u30da\u30fc\u30b8\u304c\u3042\u308b\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3067\u3059**\n4. **\u9867\u5ba2\u3078\u306e\u78ba\u8a8d\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u6761\u4ef6\u306e\u9055\u3044\u3092\u78ba\u304b\u3081\u308b\u9023\u7d61\u306f\u3001\u55b6\u696d\u62c5\u5f53\u304c\u9867\u5ba2\u3068\u306e\u95a2\u4fc2\u3092\u898b\u3066\u884c\u3044\u307e\u3059\n5. **\u4fdd\u5b58\u5148\u3092\u6697\u53f7\u5316\u3059\u308b** \u2026 \u975e\u540c\u671f\u306e\u5206\u6790\u3067\u306f\u3001\u7d50\u679c\u3092\u81ea\u793e\u306e\u30d0\u30b1\u30c3\u30c8\u306b\u51fa\u3057\u3001**KMS\u306e\u9375\u3067\u6697\u53f7\u5316**\u3059\u308b\u8a2d\u5b9a\u304c\u3067\u304d\u307e\u3059\n6. **\u898b\u3089\u308c\u308b\u4eba\u3092\u7d5e\u308b** \u2026 \u78ba\u8a8d\u306e\u4e00\u89a7\u306f\u3001\u305d\u306e\u9867\u5ba2\u3092\u62c5\u5f53\u3059\u308b\u55b6\u696d\u3068\u55b6\u696d\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3060\u3051\u304c\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u898b\u7a4d\u3068\u9055\u3046\u6761\u4ef6\u3067\u53d7\u3051\u308b\u3053\u3068\u3068\u3001\u4e8c\u91cd\u306e\u624b\u914d\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3084\u652f\u6255\u6761\u4ef6\u306e\u8a00\u3044\u63db\u3048\u3067\u3001\u5f8c\u8005\u306f\u6539\u8a02\u7248\u306e\u53d6\u308a\u9055\u3048\u3067\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u3001\u539f\u6587\u3092\u6b8b\u3057\u3066\u898f\u5247\u3067\u7167\u3089\u3059\u8a2d\u8a08\u3067\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u56fd\u5185\u306e\u30e1\u30fc\u30ab\u30fc\u306e\u90e8\u54c1\u30fb\u6750\u6599\u30fb\u6a5f\u5668\u3092\u6d77\u5916\u306e\u9867\u5ba2\u3078\u8f38\u51fa\u3059\u308b\u5c02\u9580\u5546\u793e\u3068\u3001\u6d77\u5916\u306e\u9867\u5ba2\u304b\u3089\u76f4\u63a5\u6ce8\u6587\u3092\u53d7\u3051\u308b\u30e1\u30fc\u30ab\u30fc\u306e\u6d77\u5916\u55b6\u696d\u90e8\u9580\u3002\u9867\u5ba2\u306e\u8cfc\u8cb7\u306e\u4ed5\u7d44\u307f\u304b\u3089\u51fa\u305f\u82f1\u6587\u306e\u6ce8\u6587\u66f8\u304cPDF\u3067\u6708\u306b\u6570\u767e\u4ef6\u5c4a\u304d\u3001\u55b6\u696d\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3078\u624b\u3067\u5165\u529b\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u898b\u7a4d\u66f8\u3092\u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u8868\u3067\u756a\u53f7\u4ed8\u304d\u3067\u7ba1\u7406\u3057\u3066\u304a\u308a\u3001\u6ce8\u6587\u66f8\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\u5148\u304c\u3042\u308b\u5834\u5408\u3002","not_recommended_for":"\u6ce8\u6587\u66f8\u304c\u65e5\u672c\u8a9e\u30fb\u4e2d\u56fd\u8a9e\u3067\u5c4a\u304f\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306eOCR\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3057\u304b\u8aad\u3081\u305a\u3001\u65e5\u672c\u8a9e\u306e\u6ce8\u6587\u66f8\u306f UC-0058 \u306e\u69cb\u6210\u304c\u5411\u304d\u307e\u3059\uff09\u3002\u9867\u5ba2\u3068EDI\u3067\u3064\u306a\u304c\u3063\u3066\u304a\u308a\u3001\u6ce8\u6587\u304c\u30c7\u30fc\u30bf\u3067\u5c4a\u304f\u5834\u5408\u3002\u6708\u306e\u6ce8\u6587\u304c\u6570\u5341\u4ef6\u306e\u5834\u5408\u3002\u306a\u304a\u3001\u9867\u5ba2\u306e\u53d6\u5f15\u6761\u4ef6\uff08\u88cf\u9762\u7d04\u6b3e\uff09\u3092\u53d7\u3051\u5165\u308c\u308b\u304b\u306e\u5224\u65ad\u3068\u3001\u4fa1\u683c\u30fb\u7d0d\u671f\u306e\u4ea4\u6e09\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u898b\u7a4d\u3092\u5f15\u3051\u308b\u5f62\u306b\u3059\u308b**\n\n\u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u3001\u6709\u52b9\u306a\u898b\u7a4d\u3092\u898b\u7a4d\u756a\u53f7\u30fb\u9867\u5ba2\u30fb\u54c1\u756a\u30fb\u5358\u4fa1\u30fb\u901a\u8ca8\u30fb\u6700\u5c0f\u767a\u6ce8\u6570\u91cf\u30fb\u7d0d\u671f\u306e\u3081\u3084\u3059\u30fb\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u30fb\u652f\u6255\u6761\u4ef6\u30fb\u6709\u52b9\u671f\u9650\u306e\u5217\u3067\u53d6\u308a\u51fa\u305b\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u53d6\u308a\u51fa\u305b\u306a\u3044\u9805\u76ee\u304c\u3042\u308c\u3070\u3001\u305d\u308c\u304c\u6700\u521d\u306e\u8ab2\u984c\u3067\u3059\u3002**\n\n**2\u9031\u76ee\uff1a10\u4ef6\u3067\u8a66\u3059**\n\n\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u3001\u6ce8\u6587\u66f8\u3092\u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u5f62\u306b\u66f8\u304d\u51fa\u3055\u305b\u307e\u3059\u3002**\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3068\u652f\u6255\u6761\u4ef6\u3092\u8a00\u3044\u63db\u3048\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u7167\u5408\u306e\u898f\u5247\u3092\u6c7a\u3081\u308b**\n\n\u9867\u5ba2\u30de\u30b9\u30bf\u306b\u65e2\u5b9a\u306e\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3068\u652f\u6255\u6761\u4ef6\u3092\u5165\u308c\u3001**\u3069\u306e\u9055\u3044\u3092 `terms_diff` \u306b\u3059\u308b\u304b**\u3092\u55b6\u696d\u90e8\u3067\u5408\u308f\u305b\u307e\u3059\u3002\u904e\u53bb\u306b\u4e00\u81f4\u3068\u78ba\u304b\u3081\u305f\u652f\u6255\u6761\u4ef6\u306e\u66f8\u304d\u65b9\u3092\u3001\u9867\u5ba2\u3054\u3068\u306b\u7a4d\u307f\u59cb\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u304b\u3089\u78ba\u8a8d\u306e\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\nS3 \u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089 StartDocumentAnalysis \u3092\u547c\u3073\u3001\u53d7\u6ce8\u30c7\u30fc\u30bf\u306e\u4e0b\u66f8\u304d\u3068\u898b\u7a4d\u3068\u306e\u7167\u5408\u3092\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3078\u306e\u53d6\u308a\u8fbc\u307f\u306f\u624b\u3067\u884c\u3044\u3001\u4e00\u89a7\u306e\u5224\u5b9a\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u54c1\u756a\u306e\u5019\u88dc\u3068\u6539\u8a02\u7248\u306e\u898b\u5206\u3051\u3092\u8db3\u3057\u3001`match` \u4ee5\u5916\u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u6ce8\u6587\u8acb\u66f8\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef620\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u7d99\u7d9a\u306e\u6ce8\u6587\u306e\u5927\u534a\u304c `match` \u3067\u78ba\u5b9a\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0058","UC-0586","UC-0372","UC-0005"],"related_articles":[{"id":7597,"slug":"ai-ocr-kami-data-ka","title":"AI-OCR\u3067\u7d19\u306e\u66f8\u985e\u3092\u30c7\u30fc\u30bf\u306b\u3059\u308b5\u6761\u4ef6\uff5c\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u306e\u6c7a\u307e\u308a\u65b9"},{"id":7351,"slug":"eigyo-ai-katsuyo-bamen","title":"\u55b6\u696d\u3067AI\u3092\u4f7f\u30465\u3064\u306e\u5834\u9762\uff5c\u4efb\u305b\u65b9\u3067\u6210\u679c\u304c\u5909\u308f\u308b"},{"id":5665,"slug":"eigyo-list-sakusei","title":"\u55b6\u696d\u30ea\u30b9\u30c8\u306f\u8cb7\u308f\u306a\u304f\u3066\u3082\u4f5c\u308c\u308b\uff5c\u516c\u958b\u60c5\u5831\u304b\u3089\u7d44\u3080"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| StartDocumentAnalysis \u304cJPEG\u30fbPNG\u30fbTIFF\u30fbPDF\u3092\u975e\u540c\u671f\u3067\u5206\u6790\u3057\u3001\u5b8c\u4e86\u3092SNS\u306b\u901a\u77e5\u3057\u3001`GetDocumentAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308b\u3053\u3068\u3002`FeatureTypes` \u306b `TABLES`\u30fb`FORMS`\u30fb`QUERIES` \u306a\u3069\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002`ClientRequestToken` \u3067\u4e8c\u91cd\u8d77\u52d5\u3092\u9632\u3052\u308b\u3053\u3068\u3001`JobId` \u304c7\u65e5\u9593\u6709\u52b9\u306a\u3053\u3068\u3001`OutputConfig` \u3068 `KMSKeyId` \u3067\u81ea\u793e\u306e\u30d0\u30b1\u30c3\u30c8\u3078\u306e\u51fa\u529b\u3068\u6697\u53f7\u5316\u304c\u3067\u304d\u308b\u3053\u3068 | [AWS: StartDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartDocumentAnalysis.html) | 2026-10-06 |\n| AnalyzeDocument \u304c\u30ad\u30fc\u3068\u5024\uff08`KEY_VALUE_SET`\uff09\u3001\u8868\u3068\u30bb\u30eb\u3001\u8cea\u554f\uff08`QUERY`\u30fb`QUERY_RESULT`\u3001\u7b54\u3048\u306b\u4fe1\u983c\u5ea6\uff09\u3001\u30c1\u30a7\u30c3\u30af\u6b04\uff08`SELECTION_ELEMENT`\uff09\u3092\u8fd4\u3059\u3053\u3068\u3002`QueriesConfig` \u304c `Text`\u30fb`Alias`\u30fb`Pages` \u3092\u6301\u3064\u3053\u3068 | [AWS: AnalyzeDocument](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_AnalyzeDocument.html) | 2026-10-06 |\n| \u8cea\u554f\u306e\u7b54\u3048\u304c `QUERY_RESULT` \u3068\u3057\u3066\u4fe1\u983c\u5ea6\u3068\u3068\u3082\u306b\u8fd4\u308a\u3001\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u7a7a\u306e\u307e\u307e\u8fd4\u308b\u3053\u3068 | [AWS: Queries](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/queryresponse.html) | 2026-10-06 |\n| \u540c\u671f\u306e\u51e6\u7406\u304cPDF\u30671\u30da\u30fc\u30b8\u30fb10MB\u307e\u3067\u3001\u975e\u540c\u671f\u304cPDF\u3067500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3001XFA\u5f62\u5f0f\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u4fdd\u8b77\u306ePDF\u306f\u4e0d\u53ef\u3001\u5bfe\u5fdc\u8a00\u8a9e\u304c6\u8a00\u8a9e\u3001\u8cea\u554f\u306e\u691c\u51fa\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u3001\u6587\u5b57\u306e\u9ad8\u3055\u304c15\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0a\uff08150dpi\u30678\u30dd\u30a4\u30f3\u30c8\uff09\u3067\u3042\u308b\u3053\u3068 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-06 |\n| \u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u304c\u58f2\u8cb7\u5951\u7d04\u3067\u4f7f\u308f\u308c\u308b11\u306e3\u6587\u5b57\u306e\u53d6\u5f15\u6761\u4ef6\u3067\u3042\u308b\u3053\u3068\u30012020\u5e74\u7248\u3067\u65e7\u6765\u306eDAT\uff08Delivered at Terminal\uff09\u304cDPU\uff08Delivered at Place Unloaded\uff09\u306b\u6539\u3081\u3089\u308c\u305f\u3053\u3068\u3001\u5951\u7d04\u3067\u4f7f\u3046\u7248\u3092\u660e\u8a18\u3059\u308b\u3088\u3046\u6848\u5185\u3057\u3066\u3044\u308b\u3053\u3068 | [ICC: Incoterms\u00ae 2020](https:\/\/iccwbo.org\/business-solutions\/incoterms-rules\/incoterms-2020\/) | 2026-10-06 |\n| \u69cb\u9020\u5316\u51fa\u529b\u3092 `output_config.format`\uff08`type: \"json_schema\"`\uff09\u3067\u6307\u5b9a\u3067\u304d\u3001\u30b9\u30ad\u30fc\u30de\u3069\u304a\u308a\u306e\u5f62\u3067\u5fc5\u9808\u306e\u9805\u76ee\u304c\u6b20\u3051\u305a\u306b\u8fd4\u308b\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-06 |\n\n**\u53d6\u5f15\u6761\u4ef6\u306e\u89e3\u91c8\u3068\u9867\u5ba2\u306e\u7d04\u6b3e\u306e\u6271\u3044\u306f\u3001\u81ea\u793e\u306e\u6cd5\u52d9\u3068\u9867\u5ba2\u3068\u306e\u57fa\u672c\u5951\u7d04\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002** 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