{"id":15075,"date":"2026-10-09T14:12:13","date_gmt":"2026-10-09T05:12:13","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-supplier-statement-reconcile\/"},"modified":"2026-10-09T14:12:13","modified_gmt":"2026-10-09T05:12:13","slug":"en-supplier-statement-reconcile","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-supplier-statement-reconcile\/","title":{"rendered":"\u6d77\u5916\u306e\u4ed5\u5165\u5148\u304b\u3089\u6bce\u6708\u5c4a\u304f\u82f1\u6587\u306e\u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\uff08Statement of 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\u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\u5c4a\u3044\u3066\u3044\u306a\u3044\u660e\u7d30\u3082\u6570\u3048\u307e\u3059\u3002** \u6bce\u670810\u65e5\u306b\u3001\u53d6\u5f15\u306e\u3042\u3063\u305f\u4ed5\u5165\u5148\u306e\u3046\u3061\u660e\u7d30\u304c\u5c4a\u3044\u3066\u3044\u306a\u3044\u3082\u306e\u3092\u4e00\u89a7\u306b\u3057\u3001\u8cfc\u8cb7\u306e\u62c5\u5f53\u304c\u4f9d\u983c\u3057\u307e\u3059\u3002**\u660e\u7d30\u306e\u6765\u306a\u3044\u4ed5\u5165\u5148\u307b\u3069\u3001\u7167\u5408\u3055\u308c\u306a\u3044\u307e\u307e\u5dee\u304c\u305f\u307e\u308a\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\u306ePDF | 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\u81ea\u793e\u306e\u660e\u7d30\u306b\u4ed5\u5165\u5148\u306e\u8acb\u6c42\u66f8\u756a\u53f7\u304c\u7121\u3051\u308c\u3070\u884c\u3092\u5bfe\u5fdc\u4ed8\u3051\u3089\u308c\u305a\u3001\u652f\u6255\u306e\u8a18\u9332\u306b\u6d88\u3057\u8fbc\u3093\u3060\u8acb\u6c42\u66f8\u756a\u53f7\u304c\u7121\u3051\u308c\u3070\u5165\u91d1\u306e\u884c\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002**\u4ed5\u5165\u5148\u3054\u3068\u306e\u7656\u306e\u4e00\u89a7\u306f\u3001\u6700\u521d\u306f\u7a7a\u3067\u304b\u307e\u3044\u307e\u305b\u3093\u3002** \u62c5\u5f53\u8005\u304c\u7406\u7531\u306e\u5019\u88dc\u3092\u76f4\u3059\u305f\u3073\u306b1\u884c\u305a\u3064\u5897\u3048\u3001(d)\u306e\u5c5e\u4eba\u5316\u3092\u307b\u3069\u3044\u3066\u3044\u304d\u307e\u3059\u3002","data_source":"\u7d50\u679c\u306f `GetDocumentAnalysis` \u3067\u53d6\u308a\u307e\u3059\u30021\u56de\u306e\u547c\u3073\u51fa\u3057\u3067\u8fd4\u308b\u4ef6\u6570\u306f\u65e2\u5b9a\u30fb\u6700\u59271,000\u3067\u3001**`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u7d9a\u3051\u3066\u53d6\u308a\u307e\u3059\u3002** `JobStatus` \u304c `PARTIAL_SUCCESS` \u306e\u3068\u304d\u306f `Warnings` \u306b\u51fa\u305f\u30da\u30fc\u30b8\u3092\u8a18\u9332\u3057\u3001\u305d\u306e\u660e\u7d30\u3092 `needs_review` \u306b\u3057\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u660e\u7d30\u306e\u8868 | `TABLE` \u3068 `CELL` \u306e `RowIndex`\u30fb`ColumnIndex` | \u884c\u3054\u3068\u306e\u65e5\u4ed8\u30fb\u756a\u53f7\u30fb\u6458\u8981\u30fb\u501f\u65b9\u30fb\u8cb8\u65b9\u30fb\u6b8b\u9ad8 |\n| \u5217\u898b\u51fa\u3057 | `EntityTypes` \u304c `COLUMN_HEADER` \u306e\u30bb\u30eb | \u3069\u306e\u5217\u304c\u501f\u65b9\u304b\u8cb8\u65b9\u304b\u3092\u6c7a\u3081\u308b |\n| \u7e70\u8d8a\u30fb\u5408\u8a08\u306e\u884c | `TABLE_SUMMARY`\u3001`TABLE_FOOTER` | \u660e\u7d30\u306e\u884c\u304b\u3089\u5916\u3057\u3001\u691c\u7b97\u306b\u4f7f\u3046 |\n| \u7d50\u5408\u3055\u308c\u305f\u30bb\u30eb | `MERGED_CELL` | \u6458\u8981\u304c\u8907\u6570\u306e\u5217\u306b\u307e\u305f\u304c\u308b\u884c\u30921\u3064\u306b\u307e\u3068\u3081\u308b |\n| \u57fa\u6e96\u65e5\u30fb\u671f\u672b\u6b8b\u9ad8\u30fb\u901a\u8ca8 | \u8cea\u554f\u3078\u306e\u7b54\u3048\uff08`QUERY_RESULT`\uff09 | \u7167\u5408\u3059\u308b\u671f\u9593\u3068\u3001\u691c\u7b97\u306e\u76f8\u624b |\n\n\u8cea\u554f\u306f `QueriesConfig` \u306b3\u3064\u4e26\u3079\u307e\u3059\u3002\u300cWhat is the statement date?\u300d\u300cWhat is the closing balance?\u300d\u300cWhat is the currency?\u300d\u3067\u3059\u3002**\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u7a7a\u306e\u307e\u307e\u8fd4\u308b**\u306e\u3067\u3001\u671f\u672b\u6b8b\u9ad8\u306e\u7121\u3044\u660e\u7d30\uff08Open Items \u3060\u3051\u306e\u69d8\u5f0f\uff09\u3092\u3053\u3053\u3067\u898b\u5206\u3051\u307e\u3059\u3002\n\n**\u8868\u306f\u30da\u30fc\u30b8\u3054\u3068\u306b\u8fd4\u308a\u307e\u3059\u3002** \u6570\u30da\u30fc\u30b8\u306b\u308f\u305f\u308b\u660e\u7d30\u306f\u30012\u30da\u30fc\u30b8\u76ee\u4ee5\u964d\u306e\u8868\u3092\u5217\u898b\u51fa\u3057\u306e\u4e26\u3073\u30671\u30da\u30fc\u30b8\u76ee\u306e\u8868\u306b\u3064\u306a\u304e\u307e\u3059\u3002**\u5217\u898b\u51fa\u3057\u304c2\u30da\u30fc\u30b8\u76ee\u306b\u5370\u5b57\u3055\u308c\u306a\u3044\u69d8\u5f0f\u3067\u306f\u3001\u5217\u306e\u6570\u3068\u4f4d\u7f6e\u3067\u3064\u306a\u304e\u3001\u3064\u306a\u3044\u3060\u3053\u3068\u3092\u8a18\u9332\u306b\u6b8b\u3057\u307e\u3059\u3002**\n\n**\u7a7a\u306e\u30bb\u30eb\u306b\u306f\u6587\u5b57\u304c\u4ed8\u304d\u307e\u305b\u3093\u3002** \u501f\u65b9\u3068\u8cb8\u65b9\u306e\u5217\u304c\u5206\u304b\u308c\u305f\u69d8\u5f0f\u3067\u306f\u3001\u7247\u65b9\u306e\u30bb\u30eb\u304c\u7a7a\u3067\u8fd4\u308a\u307e\u3059\u3002**\u7a7a\u306e\u30bb\u30eb\u30920\u3068\u307f\u306a\u3055\u305a\u3001\u300c\u305d\u306e\u5217\u306b\u5024\u304c\u7121\u3044\u300d\u3068\u3057\u3066\u6271\u3046**\u3068\u3001\u501f\u65b9\u3068\u8cb8\u65b9\u306e\u53d6\u308a\u9055\u3048\u304c\u9632\u3052\u307e\u3059\u3002","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 \u6587\u66f8\u306e\u5206\u6790\u306f JPEG\u3001PNG\u3001TIFF\u3001PDF \u3092\u6271\u3044\u307e\u3059\u3002\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u3067\u5c4a\u3044\u305f\u3082\u306e\u306f\u3001\u3053\u306e\u51e6\u7406\u3092\u901a\u3055\u305a\u76f4\u63a5\u8aad\u307f\u8fbc\u307f\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\u4fdd\u8b77\u3055\u308c\u305f\u3082\u306e\u306f\u4ed5\u5165\u5148\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059\n3. **\u30da\u30fc\u30b8\u6570\u3068\u30b5\u30a4\u30ba\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067PDF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u304c\u4e0a\u9650\u3067\u3059\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u6587\u5b57\u306e\u9ad8\u3055\u304c15\u30d4\u30af\u30bb\u30eb\u3092\u4e0b\u56de\u308b\u3068\u691c\u51fa\u3055\u308c\u307e\u305b\u3093\u3002150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\u3067\u3059\n5. **\u57fa\u6e96\u65e5\u306e\u78ba\u8a8d** \u2026 \u57fa\u6e96\u65e5\u304c\u524d\u6708\u672b\u3067\u306a\u3044\u3082\u306e\uff08\u671f\u4e2d\u306e\u65e5\u4ed8\u30012\u304b\u6708\u524d\u306e\u65e5\u4ed8\uff09\u306f\u3001\u7167\u5408\u3059\u308b\u671f\u9593\u3092\u305d\u306e\u65e5\u4ed8\u306b\u5408\u308f\u305b\u307e\u3059\n6. **\u7167\u5408\u306e\u76f8\u624b\u306e\u6e96\u5099** \u2026 \u305d\u306e\u4ed5\u5165\u5148\u306e\u8cb7\u639b\u91d1\u306e\u660e\u7d30\u3068\u652f\u6255\u306e\u8a18\u9332\u3092\u3001**\u57fa\u6e96\u65e5\u306e\u524d\u5f8c10\u65e5\u306e\u5206\u307e\u3067**\u542b\u3081\u3066\u8aad\u307f\u8fbc\u307f\u307e\u3059\n\n**6\u756a\u76ee\u3067\u57fa\u6e96\u65e5\u306e\u5f8c\u308d\u307e\u3067\u8aad\u307f\u8fbc\u3080\u306e\u306f\u3001\u884c\u304d\u9055\u3044\u3092\u898b\u5206\u3051\u308b\u305f\u3081\u3067\u3059\u3002** \u57fa\u6e96\u65e5\u306e2\u65e5\u524d\u306b\u81ea\u793e\u304c\u9001\u91d1\u3057\u305f\u652f\u6255\u306f\u3001\u4ed5\u5165\u5148\u306e\u660e\u7d30\u3067\u306f\u7fcc\u6708\u306e\u5165\u91d1\u306b\u306a\u308a\u307e\u3059\u3002**\u57fa\u6e96\u65e5\u306e\u5f8c\u308d\u306e\u8a18\u9332\u304c\u7121\u3044\u3068\u3001\u9001\u91d1\u6e08\u307f\u306e\u652f\u6255\u3092\u300c\u4ed5\u5165\u5148\u306e\u8a18\u9332\u6f0f\u308c\u300d\u3068\u898b\u8aa4\u308a\u307e\u3059\u3002**\n\n**1\u756a\u76ee\u3067\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u5206\u3051\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308b\u5fc5\u8981\u304c\u7121\u3044\u304b\u3089\u3067\u3059\u3002** OCR\u3092\u901a\u3059\u3068\u3001\u6b63\u3057\u3044\u6570\u5b57\u3092\u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u4ed8\u304d\u306e\u6570\u5b57\u306b\u5909\u3048\u308b\u3060\u3051\u3067\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8868\u306e\u5404\u884c\u30924\u3064\u306e\u7a2e\u985e\u306b\u5206\u3051\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u3068\u91d1\u984d\u3092\u539f\u6587\u304b\u3089\u5199\u3057\u3001\u6839\u62e0\u306e\u6587\u5b57\u5217\u3092\u6dfb\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u53d6\u308a\u51fa\u3059\u9805\u76ee | \u4e2d\u8eab | \u53d6\u308a\u51fa\u305b\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u884c\u306e\u7a2e\u985e | `invoice`\u30fb`credit_note`\u30fb`payment`\u30fb`adjustment`\u30fb`carried_forward` | \u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u8acb\u6c42\u66f8\u756a\u53f7 | \u8acb\u6c42\u30fb\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u306e\u756a\u53f7\u3002\u5165\u91d1\u306e\u884c\u306a\u3089\u3001\u6458\u8981\u306b\u66f8\u304b\u308c\u305f\u6d88\u3057\u8fbc\u307f\u5148\u306e\u756a\u53f7 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_found` |\n| \u65e5\u4ed8 | \u305d\u306e\u884c\u306e\u65e5\u4ed8 | \u65e5\u30fb\u6708\u306e\u9806\u304c\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u501f\u65b9\u30fb\u8cb8\u65b9\u306e\u91d1\u984d | \u3069\u3061\u3089\u306e\u5217\u306b\u66f8\u304b\u308c\u3066\u3044\u305f\u304b\u3068\u3001\u539f\u6587\u306e\u91d1\u984d | \u7a7a\u306e\u30bb\u30eb\u306f `empty`\u3001\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u6458\u8981 | \u539f\u6587\u306e\u307e\u307e | \uff0d |\n\n**\u884c\u306e\u7a2e\u985e\u306f\u3001\u6458\u8981\u3068\u756a\u53f7\u306e\u982d\u306e\u6587\u5b57\u3068\u3001\u501f\u65b9\u304b\u8cb8\u65b9\u304b\u306e\u5217\u3067\u6c7a\u3081\u307e\u3059\u3002** \u300cINV\u300d\u3067\u59cb\u307e\u308a\u501f\u65b9\u306e\u5217\u306b\u3042\u308c\u3070 `invoice`\u3001\u300cPayment received\u300d\u3067\u8cb8\u65b9\u306e\u5217\u306b\u3042\u308c\u3070 `payment`\u3002**\u4ed5\u5165\u5148\u3054\u3068\u306e\u7656\u306e\u4e00\u89a7\u306b\u66f8\u304d\u65b9\u304c\u3042\u308c\u3070\u3001\u305d\u308c\u3092\u512a\u5148\u3057\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u81ea\u793e\u306e\u660e\u7d30\u3068\u306e\u5bfe\u5fdc\u4ed8\u3051 | \u884c\u306e\u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3046 |\n| \u6b8b\u9ad8\u306e\u8a08\u7b97\u30fb\u691c\u7b97 | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3046 |\n| \u5165\u91d1\u306e\u884c\u306e\u6d88\u3057\u8fbc\u307f\u5148\u306e\u63a8\u6e2c | \u91d1\u984d\u304b\u3089\u8acb\u6c42\u66f8\u3092\u63a8\u3059\u3068\u3001\u5225\u306e\u8acb\u6c42\u66f8\u306e\u652f\u6255\u306b\u898b\u3048\u308b |\n| \u5dee\u306e\u7406\u7531\u306e\u5224\u65ad | \u7406\u7531\u306e\u5019\u88dc\u306f\u898f\u5247\u3067\u4ed8\u3051\u3001\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u501f\u65b9\u30fb\u8cb8\u65b9\u306e\u5217\u306e\u5165\u308c\u66ff\u3048 | \u5217\u898b\u51fa\u3057\u306e\u3068\u304a\u308a\u306b\u5199\u3059 |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300cPayment received\u300d\u3068\u3060\u3051\u66f8\u304b\u308c\u305f\u5165\u91d1\u306e\u884c\u3092\u6e21\u3059\u3068\u3001AI\u306f\u540c\u3058\u91d1\u984d\u306e\u8acb\u6c42\u66f8\u3092\u63a2\u3057\u3066\u300cINV-0815 \u306e\u652f\u6255\u300d\u3068\u57cb\u3081\u304c\u3061\u3067\u3059\u3002**\u57cb\u3081\u305f\u77ac\u9593\u3001\u81ea\u793e\u306e\u652f\u6255\u306e\u8a18\u9332\u3068\u7167\u3089\u3059\u524d\u306b\u7d50\u8ad6\u304c\u51fa\u3066\u3057\u307e\u3044\u307e\u3059\u3002** \u6458\u8981\u306b\u756a\u53f7\u304c\u7121\u3051\u308c\u3070 `not_found` \u3068\u8fd4\u3055\u305b\u3001\u91d1\u984d\u3068\u65e5\u4ed8\u304b\u3089\u306e\u5019\u88dc\u63a2\u3057\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u652f\u6255\u306e\u8a18\u9332\u3092\u76f8\u624b\u306b\u884c\u3044\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u30e1\u30fc\u30ab\u30fc\u306e\u8cfc\u8cb7\u90e8\u3067\u3001\u6d77\u5916\u306e\u4ed5\u5165\u5148\u304b\u3089\u5c4a\u3044\u305f\u82f1\u6587\u306e\u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\u3092\u70b9\u691c\u3059\u308b\u62c5\u5f53\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u8868\u306e\u884c\u3060\u3051\u3092\u898b\u3066\u3001\u5404\u884c\u3092\u9805\u76ee\u306b\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. \u5404\u884c\u306e\u7a2e\u985e\u3092\u4e0b\u306e\u533a\u5206\u304b\u3089\u9078\u3076\n2. \u65e5\u4ed8\u30fb\u8acb\u6c42\u66f8\u756a\u53f7\u30fb\u6458\u8981\u30fb\u91d1\u984d\u3092\u539f\u6587\u306e\u307e\u307e\u5199\u3059\n3. \u91d1\u984d\u304c\u501f\u65b9\u3068\u8cb8\u65b9\u306e\u3069\u3061\u3089\u306e\u5217\u306b\u66f8\u304b\u308c\u3066\u3044\u305f\u304b\u3092\u3001\u5217\u898b\u51fa\u3057\u306e\u3068\u304a\u308a\u306b\u66f8\u304f\n4. \u5404\u9805\u76ee\u306e\u6839\u62e0\u306b\u3057\u305f\u539f\u6587\u306e\u6587\u5b57\u5217\u3092 evidence \u306b\u5165\u308c\u308b\n\n\u3010\u884c\u306e\u7a2e\u985e\u3011\n- invoice ......... \u8acb\u6c42\uff08Invoice\u3001INV\uff09\n- credit_note ..... \u6e1b\u984d\uff08Credit Note\u3001CN\u3001Credit Memo\uff09\n- payment ......... \u5165\u91d1\uff08Payment\u3001Receipt\u3001Remittance\uff09\n- adjustment ...... \u8abf\u6574\uff08Adjustment\u3001Exchange difference\u3001Bank charges\u3001Write-off\uff09\n- carried_forward . \u7e70\u8d8a\u30fb\u524d\u6708\u6b8b\u9ad8\uff08Balance brought forward\u3001Opening balance\uff09\n- \u307e\u305a\u300c\u3053\u306e\u4ed5\u5165\u5148\u306e\u66f8\u304d\u65b9\u306e\u4e00\u89a7\u300d\u3092\u898b\u308b\u3002\u4e00\u89a7\u306b\u3042\u308b\u66f8\u304d\u65b9\u306a\u3089\u305d\u306e\u7a2e\u985e\u3092\u4f7f\u3046\n- \u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 \"ambiguous\" \u306b\u3059\u308b\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5165\u91d1\u306e\u884c\u3067\u3001\u6458\u8981\u306b\u8acb\u6c42\u66f8\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 \"not_found\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u91d1\u984d\u3084\u65e5\u4ed8\u304b\u3089\u3001\u3069\u306e\u8acb\u6c42\u66f8\u306e\u652f\u6255\u304b\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7a7a\u306e\u30bb\u30eb\u3092 0 \u3068\u3057\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\"empty\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u501f\u65b9\u3068\u8cb8\u65b9\u3092\u5165\u308c\u66ff\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5217\u898b\u51fa\u3057\u306e\u3068\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6b8b\u9ad8\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5408\u8a08\u3092\u691c\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u304c\u65e5\u30fb\u6708\u306e\u9806\u304b\u6708\u30fb\u65e5\u306e\u9806\u304b\u6c7a\u3081\u3089\u308c\u306a\u3044\u3068\u304d\u306f \"ambiguous\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5dee\u306e\u7406\u7531\u3084\u3001\u3069\u3061\u3089\u306e\u8aa4\u308a\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- confidence \u306f OCR \u304c\u8fd4\u3057\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8868\u306e\u884c\u3011{table_rows}\n\u3010\u5217\u898b\u51fa\u3057\u3011{column_headers}\n\u3010\u3053\u306e\u4ed5\u5165\u5148\u306e\u66f8\u304d\u65b9\u306e\u4e00\u89a7\u3011{supplier_patterns}\n```\n\n**\u300c\u7a7a\u306e\u30bb\u30eb\u30920\u3068\u3057\u306a\u3044\u300d\u3092\u66f8\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u501f\u65b9\u30fb\u8cb8\u65b9\u306e\u5217\u304c\u5206\u304b\u308c\u305f\u69d8\u5f0f\u3067\u30010\u304c\u5165\u308b\u3068\u53d6\u308a\u9055\u3048\u306e\u8de1\u304c\u6d88\u3048\u308b\u304b\u3089\u3067\u3059\u3002** \u7247\u65b9\u304c\u7a7a\u3001\u3082\u3046\u7247\u65b9\u306b\u91d1\u984d\u3001\u3068\u3044\u3046\u5f62\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u3001\u5217\u306e\u8aad\u307f\u9055\u3044\u3092\u5f8c\u304b\u3089\u898b\u3064\u3051\u3089\u308c\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\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\uff09\u3092\u4f7f\u3044\u3001\u5f62\u306e\u5d29\u308c\u305f\u5fdc\u7b54\u3092\u7167\u5408\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u6d41\u3055\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"supplier_code\": \"\",\n  \"statement_date\": \"\",\n  \"currency\": \"\",\n  \"closing_balance_as_written\": \"\",\n  \"rows\": [\n    { \"row_no\": 1, \"page\": 1, \"type\": \"invoice | credit_note | payment | adjustment | carried_forward | ambiguous\",\n      \"date\": \"\", \"doc_no\": \"\", \"doc_no_status\": \"ok | not_found\",\n      \"column\": \"debit | credit\", \"amount\": \"\", \"description\": \"\",\n      \"confidence\": 0, \"evidence\": \"\" }\n  ]\n}\n```\n\n\u7167\u5408\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u3053\u306e `rows` \u3068\u81ea\u793e\u306e\u660e\u7d30\u3092\u7167\u3089\u3057\u3001\u5dee\u306e\u3042\u308b\u884c\u306b\u6b21\u306e\u7406\u7531\u306e\u5019\u88dc\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u7406\u7531\u306e\u5019\u88dc | \u898f\u5247 |\n|:--|:--|\n| `not_booked` | \u4ed5\u5165\u5148\u306e\u660e\u7d30\u306b\u8acb\u6c42\u304c\u3042\u308a\u3001\u81ea\u793e\u306e\u660e\u7d30\u306b\u7121\u3044 |\n| `payment_in_transit` | \u81ea\u793e\u304c\u57fa\u6e96\u65e5\u306e\u76f4\u524d\u306b\u9001\u91d1\u3057\u3001\u4ed5\u5165\u5148\u306e\u660e\u7d30\u306b\u5165\u91d1\u304c\u7121\u3044 |\n| `payment_not_recognized` | \u81ea\u793e\u304c\u57fa\u6e96\u65e5\u3088\u308a\u5341\u5206\u524d\u306b\u9001\u91d1\u3057\u305f\u306e\u306b\u3001\u4ed5\u5165\u5148\u306e\u660e\u7d30\u306b\u5165\u91d1\u304c\u7121\u3044 |\n| `duplicate_booking` | \u81ea\u793e\u306e\u660e\u7d30\u306b\u3001\u540c\u3058\u8acb\u6c42\u66f8\u756a\u53f7\u30fb\u91d1\u984d\u306e\u8a08\u4e0a\u304c2\u3064\u3042\u308b |\n| `amount_diff` | \u540c\u3058\u8acb\u6c42\u66f8\u756a\u53f7\u3067\u91d1\u984d\u304c\u9055\u3046 |\n| `bank_charge` | \u5165\u91d1\u306e\u984d\u3068\u9001\u91d1\u984d\u306e\u5dee\u304c\u3001\u9001\u91d1\u306e\u624b\u6570\u6599\u306e\u7bc4\u56f2\u306b\u3042\u308b |\n| `unexplained` | \u3069\u306e\u898f\u5247\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 |\n\n**\u7406\u7531\u306f\u3001AI\u306e\u51fa\u529b\u3068\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5224\u5b9a\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `rows` \u306fAI\u304c\u539f\u6587\u304b\u3089\u57cb\u3081\u3001\u7406\u7531\u306e\u5019\u88dc\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u81ea\u793e\u306e\u660e\u7d30\u3092\u76f8\u624b\u306b\u4ed8\u3051\u307e\u3059\u3002**\u300c\u76f4\u524d\u300d\u304c\u4f55\u65e5\u304b\u306f\u4ed5\u5165\u5148\u3054\u3068\u306e\u4e00\u89a7\u3067\u6c7a\u3081\u3001\u5909\u3048\u308b\u306e\u306f\u898f\u5247\u3060\u3051\u3067\u3059\u3002**\n\n\u4ed5\u5165\u5148\u3054\u3068\u306b\u306f\u3001\u3059\u3079\u3066\u306e\u884c\u304c\u5bfe\u5fdc\u3057\u6b8b\u9ad8\u304c\u5408\u3048\u3070 `matched`\u3001\u5dee\u304c\u3059\u3079\u3066\u7406\u7531\u306e\u5019\u88dc\u3067\u8aac\u660e\u3067\u304d\u308c\u3070 `explained`\u3001`unexplained`\u30fb`ambiguous`\u30fb`unreadable` \u304c\u3042\u308c\u3070 `needs_review` \u3068\u3057\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5171\u6709\u306e\u53d7\u4fe1\u7bb1 | \u30e1\u30fc\u30eb\u306e\u30eb\u30fc\u30eb | \u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\u306e\u6dfb\u4ed8\u3092\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078\u79fb\u3059 |\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 | AWS Lambda \u306e\u8d77\u52d5 | \u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3001\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u308b |\n| AWS Textract | \u975e\u540c\u671f\u306eAPI\u547c\u3073\u51fa\u3057\u3068 SNS \u306e\u901a\u77e5 | \u8868\u306e\u30bb\u30eb\u3068\u3001\u57fa\u6e96\u65e5\u30fb\u671f\u672b\u6b8b\u9ad8\u30fb\u901a\u8ca8\u3092\u8fd4\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u5404\u884c\u306e\u7a2e\u985e\u306e\u5224\u5225\u3068\u9805\u76ee\u306e\u305d\u308d\u3048\u76f4\u3057\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d |\n| \u57fa\u5e79\u30b7\u30b9\u30c6\u30e0 | \u51fa\u529b\u30d5\u30a1\u30a4\u30eb\u306e\u8aad\u307f\u53d6\u308a | \u8cb7\u639b\u91d1\u306e\u660e\u7d30\u3068\u652f\u6255\u306e\u8a18\u9332\u3092\u7167\u5408\u7528\u306b\u8aad\u307f\u8fbc\u3080 |\n\n**\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** `duplicate_booking` \u304c\u51fa\u3066\u3082\u3001\u53d6\u308a\u6d88\u3057\u306e\u8d77\u7968\u306f\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059\u3002**\u7167\u5408\u306e\u8aa4\u308a\u3067\u6b63\u3057\u3044\u8a08\u4e0a\u3092\u53d6\u308a\u6d88\u3059\u3068\u3001\u6b21\u306e\u652f\u6255\u3067\u4ed5\u5165\u5148\u306b\u6255\u3044\u6f0f\u308c\u307e\u3059\u3002**","human_review":"**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f `explained` \u3068 `needs_review` \u306e\u4ed5\u5165\u5148\u3067\u3001\u5dee\u306e\u3042\u308b\u884c\u3060\u3051\u3067\u3059\u3002** `matched` \u306e\u4ed5\u5165\u5148\u306f\u4e00\u89a7\u3067\u6b8b\u9ad8\u3092\u6d41\u3057\u898b\u307e\u3059\u3002\u5168\u884c\u3092\u8aad\u3080\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e12\u5206\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`needs_review` \u3092\u5148\u306b\u898b\u308b** \u2026 `unexplained` \u306e\u884c\u306e\u539f\u672c\u3092\u8aad\u307f\u3001\u7656\u306e\u4e00\u89a7\u306b\u8db3\u305b\u308b\u66f8\u304d\u65b9\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **`not_booked` \u306e\u8acb\u6c42\u66f8\u3092\u53d6\u308a\u5bc4\u305b\u308b** \u2026 \u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u3066\u3044\u306a\u3044\u304b\u3001\u5165\u8377\u524d\u306e\u8acb\u6c42\u304b\u3092\u8cfc\u8cb7\u3068\u78ba\u304b\u3081\u307e\u3059\n3. **`duplicate_booking` \u3092\u78ba\u304b\u3081\u308b** \u2026 \u518d\u767a\u884c\u306e\u8acb\u6c42\u66f8\u3092\u4e8c\u5ea6\u8a08\u4e0a\u3057\u305f\u306e\u304b\u3001\u672c\u5f53\u306b2\u56de\u306e\u53d6\u5f15\u304b\u3092\u3001\u767a\u6ce8\u756a\u53f7\u3068\u5165\u8377\u306e\u8a18\u9332\u3067\u898b\u5206\u3051\u307e\u3059\n4. **`payment_not_recognized` \u3092\u4ed5\u5165\u5148\u306b\u7167\u4f1a\u3059\u308b** \u2026 \u9001\u91d1\u306e\u63a7\u3048\u3092\u6dfb\u3048\u307e\u3059\u3002\u9001\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3059\n5. **\u7406\u7531\u306e\u5019\u88dc\u3092\u5909\u3048\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u884c\u3092\u3001\u3069\u306e\u7406\u7531\u306b\u3001\u306a\u305c\u5909\u3048\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3092\u6025\u304c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u540c\u3058\u91d1\u984d\u306e\u90e8\u54c1\u3092\u540c\u3058\u6708\u306b2\u56de\u767a\u6ce8\u3059\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u306a\u304f\u3001**\u756a\u53f7\u306e\u66f8\u304d\u65b9\u304c\u9055\u3046\u3060\u3051\u306e2\u56de\u306e\u53d6\u5f15\u3092\u3001\u4e8c\u91cd\u8a08\u4e0a\u3068\u3057\u3066\u53d6\u308a\u6d88\u3059\u8aa4\u308a**\u304c\u3044\u3061\u3070\u3093\u9ad8\u304f\u3064\u304d\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u660e\u7d30 | \u3053\u306e\u69cb\u6210\u3067\u306f\u8aad\u3081\u306a\u3044\u3002**\u82f1\u6587\u3067\u306e\u767a\u884c\u3092\u4ed5\u5165\u5148\u306b\u4f9d\u983c\u3059\u308b** |\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | \u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u4ed5\u5165\u5148\u306b\u983c\u3080 |\n| \u671f\u672b\u6b8b\u9ad8\u306e\u7121\u3044\u69d8\u5f0f\uff08Open Items \u3060\u3051\uff09 | \u6b8b\u9ad8\u306e\u691c\u7b97\u3092\u305b\u305a\u3001\u884c\u306e\u7167\u5408\u3060\u3051\u3092\u884c\u3046 |\n| 2\u30da\u30fc\u30b8\u76ee\u4ee5\u964d\u306b\u5217\u898b\u51fa\u3057\u304c\u7121\u3044 | \u5217\u306e\u6570\u3068\u4f4d\u7f6e\u3067\u3064\u306a\u304e\u3001\u3064\u306a\u3044\u3060\u3053\u3068\u3092\u8a18\u9332\u3059\u308b |\n| \u901a\u8ca8\u306e\u9055\u3046\u884c\u304c\u6df7\u3056\u308b | \u63db\u7b97\u305b\u305a\u306b `needs_review`\u3002\u70ba\u66ff\u306e\u6271\u3044\u306f\u53d6\u308a\u6c7a\u3081\u3067\u6c7a\u307e\u308b |\n| \u8acb\u6c42\u66f8\u756a\u53f7\u306e\u66f8\u304d\u65b9\u304c\u81ea\u793e\u3068\u9055\u3046 | \u7656\u306e\u4e00\u89a7\u306e\u5909\u63db\u306e\u898f\u5247\u3067\u76f4\u3057\u3066\u304b\u3089\u7167\u3089\u3059 |\n| `PARTIAL_SUCCESS` \u3067\u4e00\u90e8\u306e\u30da\u30fc\u30b8\u304c\u8aad\u3081\u306a\u3044 | `Warnings` \u306e\u30da\u30fc\u30b8\u3092\u8a18\u9332\u3057\u3001`needs_review` \u306b |\n| OCR\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u306b\u79fb\u3059\u306e\u306f\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051** |\n\n**\u4e0a\u304b\u30896\u884c\u76ee\u304c\u3001\u7acb\u3061\u4e0a\u3052\u306e\u6642\u671f\u306b\u3044\u3061\u3070\u3093\u591a\u304f\u51fa\u307e\u3059\u3002** \u756a\u53f7\u306e\u66f8\u304d\u65b9\u306e\u9055\u3044\u306f\u3001\u7167\u5408\u306e\u524d\u306b\u5909\u63db\u3059\u308c\u3070\u6e08\u3080\u3082\u306e\u3067\u3059\u3002**\u4ed5\u5165\u5148\u3054\u3068\u306e\u5909\u63db\u306e\u898f\u5247\u3092\u3001\u6700\u521d\u306e2\u304b\u6708\u3067\u4e0a\u4f4d\u306e\u4ed5\u5165\u5148\u304b\u3089\u4f5c\u308a\u307e\u3059\u3002**","log_storage":"- \u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\u306e\u539f\u672c\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u4ed5\u5165\u5148\u30fb\u57fa\u6e96\u65e5\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08`GetDocumentAnalysis` \u306e\u5168\u30da\u30fc\u30b8\u5206\uff09\n- AI\u306e\u305d\u308d\u3048\u76f4\u3057\u306e\u7d50\u679c\uff08`rows`\uff09\u3068\u3001\u30da\u30fc\u30b8\u3092\u3064\u306a\u3044\u3060\u8a18\u9332\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u7406\u7531\u306e\u5019\u88dc\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u81ea\u793e\u306e\u660e\u7d30\u3068\u652f\u6255\u306e\u8a18\u9332\u306e\u5185\u5bb9**\n- **\u62c5\u5f53\u8005\u304c\u7406\u7531\u306e\u5019\u88dc\u3092\u5909\u3048\u305f\u8a18\u9332**\n- \u4ed5\u5165\u5148\u3078\u306e\u7167\u4f1a\u3068\u56de\u7b54\u3001\u6b8b\u9ad8\u78ba\u8a8d\u306e\u56de\u7b54\u3092\u9001\u3063\u305f\u65e5\u6642\n\n**4\u3064\u76ee\u3067\u81ea\u793e\u306e\u660e\u7d30\u306e\u5185\u5bb9\u3092\u6b8b\u3059\u306e\u306f\u3001\u8a08\u4e0a\u304c\u5f8c\u304b\u3089\u8a02\u6b63\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u5f53\u6642\u3069\u306e\u660e\u7d30\u3068\u7167\u3089\u3057\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u7fcc\u6708\u306e\u7167\u5408\u3067\u540c\u3058\u5dee\u304c\u307e\u305f\u51fa\u305f\u3068\u304d\u306b\u3001\u524d\u6708\u306e\u5224\u65ad\u3092\u8ffd\u3048\u307e\u305b\u3093\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":80,"assumption_workdays":20,"volume_month":80,"before_minutes_per_case":45,"after_minutes_per_case":12,"hourly_cost":3800,"before_hours_month":60,"after_hours_month":16,"saved_hours_month":44,"reduction_rate":73,"saved_hours_year":528,"annual_cost_effect":2006400,"summary":"\u6d77\u5916\u306e\u4ed5\u5165\u5148\u304b\u3089\u6bce\u6708\u5c4a\u304f\u82f1\u6587\u306e\u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\uff08Statement of Account\uff09\u3092\u8aad\u307f\u53d6\u308a\u3001\u5404\u884c\u3092\u81ea\u793e\u306e\u8cb7\u639b\u91d1\u306e\u660e\u7d30\u30681\u884c\u305a\u3064\u7167\u3089\u3057\u307e\u3059\u3002\u672a\u8a08\u4e0a\u306e\u8acb\u6c42\u30fb\u652f\u6255\u306e\u884c\u304d\u9055\u3044\u30fb\u4e8c\u91cd\u8a08\u4e0a\u306e\u5019\u88dc\u3092\u3001\u7406\u7531\u306e\u5019\u88dc\u3092\u4ed8\u3051\u3066\u62c5\u5f53\u8005\u306b\u8fd4\u3057\u307e\u3059\u3002","before_flow":"1. \u5171\u6709\u306e\u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u305f\u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\u306ePDF\u3092\u958b\u304d\u3001\u4ed5\u5165\u5148\u3068\u57fa\u6e96\u65e5\u3092\u78ba\u304b\u3081\u308b\n2. \u660e\u7d30\u306e\u5404\u884c\u3092\u8868\u8a08\u7b97\u306b\u66f8\u304d\u5199\u3059\uff08\u65e5\u4ed8\u3001\u7a2e\u985e\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u3001\u501f\u65b9\u30fb\u8cb8\u65b9\u306e\u91d1\u984d\u3001\u6b8b\u9ad8\uff09\n3. \u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u3001\u305d\u306e\u4ed5\u5165\u5148\u306e\u8cb7\u639b\u91d1\u306e\u660e\u7d30\u3068\u652f\u6255\u306e\u8a18\u9332\u3092\u57fa\u6e96\u65e5\u307e\u3067\u306e\u5206\u3067\u51fa\u529b\u3059\u308b\n4. \u8acb\u6c42\u66f8\u756a\u53f7\u30671\u884c\u305a\u3064\u7a81\u304d\u5408\u308f\u305b\u3001\u7247\u65b9\u306b\u3057\u304b\u7121\u3044\u884c\u3068\u91d1\u984d\u306e\u9055\u3046\u884c\u306b\u5370\u3092\u4ed8\u3051\u308b\n5. \u5370\u306e\u4ed8\u3044\u305f\u884c\u306b\u3064\u3044\u3066\u3001\u652f\u6255\u306e\u8a18\u9332\u3001\u5165\u8377\u306e\u8a18\u9332\u3001\u53d7\u4fe1\u7bb1\u306e\u8acb\u6c42\u66f8\u3092\u63a2\u3057\u3066\u7406\u7531\u3092\u8abf\u3079\u308b\n6. \u7406\u7531\u304c\u5206\u304b\u3089\u306a\u3044\u884c\u3092\u4ed5\u5165\u5148\u306b\u7167\u4f1a\u3057\u3001\u6b8b\u9ad8\u78ba\u8a8d\u306e\u56de\u7b54\u3092\u8fd4\u3059\n\n**\uff08a\uff09\u66f8\u304d\u5199\u3057\u306b\u6642\u9593\u306e\u5927\u534a\u304c\u6d88\u3048\u308b\u3002** \u6570\u30da\u30fc\u30b8\u306e\u660e\u7d30\u3092\u66f8\u304d\u5199\u3059\u3060\u3051\u306715\u5206\u304b\u304b\u308a\u3001**\u6841\u30921\u3064\u5199\u3057\u9593\u9055\u3048\u308b\u3068\u3001\u5b58\u5728\u3057\u306a\u3044\u5dee\u3092\u63a2\u3057\u3066\u6b8b\u308a\u306e\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002**\n\n**\uff08b\uff09\u8acb\u6c42\u66f8\u756a\u53f7\u306e\u66f8\u304d\u65b9\u304c\u4e00\u81f4\u3057\u306a\u3044\u3002** \u4ed5\u5165\u5148\u306f\u300cINV-2026-0815\u300d\u3001\u81ea\u793e\u306e\u660e\u7d30\u306b\u306f\u300c20260815\u300d\u3068\u3060\u3051\u767b\u9332\u3055\u308c\u3066\u3044\u308b\u3002**\u540c\u3058\u8acb\u6c42\u66f8\u306a\u306e\u306b\u3001\u6a5f\u68b0\u7684\u306b\u7a81\u304d\u5408\u308f\u305b\u308b\u3068\u300c\u7247\u65b9\u306b\u3057\u304b\u7121\u3044\u884c\u300d\u304c2\u3064\u3067\u304d\u307e\u3059\u3002**\n\n**\uff08c\uff09\u5165\u91d1\u306e\u884c\u304c\u4f55\u3092\u6d88\u3057\u8fbc\u3093\u3060\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3002** \u4ed5\u5165\u5148\u306e\u660e\u7d30\u306e\u5165\u91d1\u306e\u884c\u306f\u300cPayment received \u2013 Thank you\u300d\u3068\u3060\u3051\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001**\u3069\u306e\u8acb\u6c42\u66f8\u306e\u652f\u6255\u304b\u306f\u91d1\u984d\u3068\u65e5\u4ed8\u304b\u3089\u63a8\u3059\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002**\n\n**\uff08d\uff09\u7406\u7531\u3092\u8abf\u3079\u3089\u308c\u308b\u306e\u304c\u7279\u5b9a\u306e\u62c5\u5f53\u8005\u3060\u3051\u3002** \u9001\u91d1\u306e\u624b\u6570\u6599\u304c\u5dee\u3057\u5f15\u304b\u308c\u308b\u4ed5\u5165\u5148\u3001\u70ba\u66ff\u306e\u5dee\u3092\u8abf\u6574\u306e\u884c\u3067\u5165\u308c\u3066\u304f\u308b\u4ed5\u5165\u5148\u3001\u8acb\u6c42\u66f8\u3092\u518d\u767a\u884c\u3059\u308b\u305f\u3073\u306b\u756a\u53f7\u3092\u5909\u3048\u308b\u4ed5\u5165\u5148\u3002**\u4ed5\u5165\u5148\u3054\u3068\u306e\u7656\u3092\u77e5\u3063\u3066\u3044\u308b\u62c5\u5f53\u8005\u304c\u4f11\u3080\u3068\u3001\u7167\u5408\u304c\u6b62\u307e\u308a\u307e\u3059\u3002**","before_flow_steps":["\u5171\u6709\u306e\u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u305f\u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\u306ePDF\u3092\u958b\u304d\u3001\u4ed5\u5165\u5148\u3068\u57fa\u6e96\u65e5\u3092\u78ba\u304b\u3081\u308b","\u660e\u7d30\u306e\u5404\u884c\u3092\u8868\u8a08\u7b97\u306b\u66f8\u304d\u5199\u3059\uff08\u65e5\u4ed8\u3001\u7a2e\u985e\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u3001\u501f\u65b9\u30fb\u8cb8\u65b9\u306e\u91d1\u984d\u3001\u6b8b\u9ad8\uff09","\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u3001\u305d\u306e\u4ed5\u5165\u5148\u306e\u8cb7\u639b\u91d1\u306e\u660e\u7d30\u3068\u652f\u6255\u306e\u8a18\u9332\u3092\u57fa\u6e96\u65e5\u307e\u3067\u306e\u5206\u3067\u51fa\u529b\u3059\u308b","\u8acb\u6c42\u66f8\u756a\u53f7\u30671\u884c\u305a\u3064\u7a81\u304d\u5408\u308f\u305b\u3001\u7247\u65b9\u306b\u3057\u304b\u7121\u3044\u884c\u3068\u91d1\u984d\u306e\u9055\u3046\u884c\u306b\u5370\u3092\u4ed8\u3051\u308b","\u5370\u306e\u4ed8\u3044\u305f\u884c\u306b\u3064\u3044\u3066\u3001\u652f\u6255\u306e\u8a18\u9332\u3001\u5165\u8377\u306e\u8a18\u9332\u3001\u53d7\u4fe1\u7bb1\u306e\u8acb\u6c42\u66f8\u3092\u63a2\u3057\u3066\u7406\u7531\u3092\u8abf\u3079\u308b","\u7406\u7531\u304c\u5206\u304b\u3089\u306a\u3044\u884c\u3092\u4ed5\u5165\u5148\u306b\u7167\u4f1a\u3057\u3001\u6b8b\u9ad8\u78ba\u8a8d\u306e\u56de\u7b54\u3092\u8fd4\u3059"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u5171\u6709\u306e\u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u305f\u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\u306ePDF\u3092\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\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\u660e\u7d30\u306e\u8868\u3092\u30bb\u30eb\u5358\u4f4d\u3067\u3001\u57fa\u6e96\u65e5\u3068\u6b8b\u9ad8\u3092\u8cea\u554f\u3078\u306e\u7b54\u3048\u3068\u3057\u3066\u3001\u4fe1\u983c\u5ea6\u4ed8\u304d\u3067\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u5404\u884c\u3092\u8acb\u6c42\u30fb\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u30fb\u5165\u91d1\u30fb\u8abf\u6574\u306b\u5206\u3051\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u3068\u91d1\u984d\u3092\u305d\u308d\u3048\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u81ea\u793e\u306e\u8cb7\u639b\u91d1\u306e\u660e\u7d30\u30fb\u652f\u6255\u306e\u8a18\u9332\u30681\u884c\u305a\u3064\u7167\u3089\u3057\u3001\u6b8b\u9ad8\u3092\u691c\u7b97\u3059\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u5dee\u306e\u3042\u308b\u884c\u306b\u3001\u898f\u5247\u3067\u7406\u7531\u306e\u5019\u88dc\uff08`not_booked`\u30fb`payment_in_transit`\u30fb`duplicate_booking`\u30fb`amount_diff`\u30fb`bank_charge` \u306a\u3069\uff09\u3092\u4ed8\u3051\u308b\n7. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u7406\u7531\u306e\u5019\u88dc\u306e\u4ed8\u3044\u305f\u884c\u3068 `needs_human` \u306e\u884c\u3060\u3051\u3092\u78ba\u304b\u3081\u308b\n8. **\u3010\u4eba\u3011** \u81ea\u793e\u306e\u8a02\u6b63\u304c\u8981\u308b\u3082\u306e\u3092\u8d77\u7968\u3057\u3001\u4ed5\u5165\u5148\u3078\u306e\u7167\u4f1a\u3068\u6b8b\u9ad8\u78ba\u8a8d\u306e\u56de\u7b54\u3092\u9001\u308b\n\n**7\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u62c5\u5f53\u8005\u306f80\u4ef6\u306e\u660e\u7d30\u3092\u5168\u884c\u306f\u8aad\u307f\u307e\u305b\u3093\u3002**\u5dee\u306e\u3042\u308b\u884c\u306b\u3064\u3044\u3066\u3001\u7406\u7531\u306e\u5019\u88dc\u304c\u5f53\u305f\u3063\u3066\u3044\u308b\u304b\u3092\u652f\u6255\u306e\u8a18\u9332\u3068\u539f\u672c\u3067\u78ba\u304b\u3081\u308b**\u3053\u3068\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002\n\n**6\u756a\u76ee\u306e\u7406\u7531\u306e\u5019\u88dc\u3092\u898f\u5247\u3067\u4ed8\u3051\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u300c\u57fa\u6e96\u65e5\u306e3\u65e5\u524d\u306b\u9001\u91d1\u3057\u305f\u652f\u6255\u304c\u4ed5\u5165\u5148\u306e\u660e\u7d30\u306b\u7121\u3044\u300d\u306f\u3001\u898f\u5247\u3067 `payment_in_transit` \u3068\u8a00\u3048\u307e\u3059\u3002**AI\u306b\u7406\u7531\u3092\u63a8\u3055\u305b\u308b\u3068\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u8aac\u660e\u304c\u4ed8\u3044\u3066\u78ba\u304b\u3081\u308b\u624b\u304c\u6b62\u307e\u308a\u307e\u3059\u3002** \u898f\u5247\u306b\u5f53\u305f\u3089\u306a\u3044\u5dee\u306f `unexplained` \u306e\u307e\u307e\u4eba\u306b\u6e21\u3057\u307e\u3059\u3002","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u5171\u6709\u306e\u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u305f\u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\u306ePDF\u3092\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\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\u660e\u7d30\u306e\u8868\u3092\u30bb\u30eb\u5358\u4f4d\u3067\u3001\u57fa\u6e96\u65e5\u3068\u6b8b\u9ad8\u3092\u8cea\u554f\u3078\u306e\u7b54\u3048\u3068\u3057\u3066\u3001\u4fe1\u983c\u5ea6\u4ed8\u304d\u3067\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u5404\u884c\u3092\u8acb\u6c42\u30fb\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u30fb\u5165\u91d1\u30fb\u8abf\u6574\u306b\u5206\u3051\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u3068\u91d1\u984d\u3092\u305d\u308d\u3048\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u81ea\u793e\u306e\u8cb7\u639b\u91d1\u306e\u660e\u7d30\u30fb\u652f\u6255\u306e\u8a18\u9332\u30681\u884c\u305a\u3064\u7167\u3089\u3057\u3001\u6b8b\u9ad8\u3092\u691c\u7b97\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u5dee\u306e\u3042\u308b\u884c\u306b\u3001\u898f\u5247\u3067\u7406\u7531\u306e\u5019\u88dc\uff08`not_booked`\u30fb`payment_in_transit`\u30fb`duplicate_booking`\u30fb`amount_diff`\u30fb`bank_charge` \u306a\u3069\uff09\u3092\u4ed8\u3051\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u7406\u7531\u306e\u5019\u88dc\u306e\u4ed8\u3044\u305f\u884c\u3068 `needs_human` \u306e\u884c\u3060\u3051\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u81ea\u793e\u306e\u8a02\u6b63\u304c\u8981\u308b\u3082\u306e\u3092\u8d77\u7968\u3057\u3001\u4ed5\u5165\u5148\u3078\u306e\u7167\u4f1a\u3068\u6b8b\u9ad8\u78ba\u8a8d\u306e\u56de\u7b54\u3092\u9001\u308b"],"architecture":"```\n\u6d77\u5916\u306e\u4ed5\u5165\u5148\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\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\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d\n   \u25bc\nAWS Textract\uff08StartDocumentAnalysis\uff0fGetDocumentAnalysis\uff09\n   \u2502   TABLES\uff08\u660e\u7d30\u306e\u8868\uff09\u30fbQUERIES\uff08\u57fa\u6e96\u65e5\u30fb\u671f\u672b\u6b8b\u9ad8\u30fb\u901a\u8ca8\uff09\n   \u25bc\nClaude API \u2500\u2500 \u5404\u884c\u306e\u7a2e\u985e\u306e\u5224\u5225\u3068\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u30fb\u91d1\u984d\u306e\u305d\u308d\u3048\u76f4\u3057\n   \u2502   \u2460 \u65e5\u4ed8  \u2461 \u7a2e\u985e  \u2462 \u8acb\u6c42\u66f8\u756a\u53f7  \u2463 \u501f\u65b9\u30fb\u8cb8\u65b9  \u2464 \u6b8b\u9ad8\n   \u25bc\nPython \u2500\u2500 \u81ea\u793e\u306e\u8cb7\u639b\u91d1\u306e\u660e\u7d30\u30fb\u652f\u6255\u306e\u8a18\u9332\u3068\u306e\u7167\u5408\u3001\u6b8b\u9ad8\u306e\u691c\u7b97\u3001\u7406\u7531\u306e\u5019\u88dc\n   \u25bc\n\u5dee\u306e\u3042\u308b\u884c\u306e\u4e00\u89a7\uff08\u7406\u7531\u306e\u5019\u88dc\u4ed8\u304d\uff09\uff0b \u4ed5\u5165\u5148\u3054\u3068\u306e\u5224\u5b9a\uff08matched \uff0f explained \uff0f needs_review\uff09\n   \u25bc\n\u3010\u62c5\u5f53\u8005\u304c\u5dee\u306e\u3042\u308b\u884c\u3092\u78ba\u8a8d\u3011\n   \u251c\u2500\u2500\u25b6 \u81ea\u793e\u306e\u8a02\u6b63\u306e\u8d77\u7968\n   \u2514\u2500\u2500\u25b6 \u4ed5\u5165\u5148\u3078\u306e\u7167\u4f1a\u3068\u6b8b\u9ad8\u78ba\u8a8d\u306e\u56de\u7b54\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\u5404\u884c\u306e\u7a2e\u985e\u306e\u5224\u5225\u3068\u9805\u76ee\u306e\u305d\u308d\u3048\u76f4\u3057\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u8cb7\u639b\u91d1\u306e\u660e\u7d30\u30fb\u652f\u6255\u306e\u8a18\u9332\u3068\u306e\u7167\u5408\u3068\u6b8b\u9ad8\u306e\u691c\u7b97\uff09 | \u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u306e\u7167\u5408\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\u660e\u7d30\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u7167\u5408\u306e\u7d50\u679c\u3001\u78ba\u8a8d\u306e\u8a18\u9332\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6700\u521d\u306e\u6e96\u5099\u306f\u3001\u4ed5\u5165\u5148\u3054\u3068\u306e\u8cb7\u639b\u91d1\u306e\u660e\u7d30\u3068\u652f\u6255\u306e\u8a18\u9332\u3092\u3001**\u300c\u4ed5\u5165\u5148\u30fb\u8acb\u6c42\u66f8\u756a\u53f7\uff08\u4ed5\u5165\u5148\u306e\u756a\u53f7\uff09\u30fb\u8acb\u6c42\u65e5\u30fb\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u652f\u6255\u65e5\u30fb\u9001\u91d1\u984d\u30fb\u8a08\u4e0a\u306e\u756a\u53f7\u300d**\u306e\u5217\u3067\u51fa\u529b\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u3059\u3002**\u4ed5\u5165\u5148\u306e\u8acb\u6c42\u66f8\u756a\u53f7\u3092\u81ea\u793e\u306e\u660e\u7d30\u306b\u6301\u3063\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u3053\u3053\u304c\u6700\u5927\u306e\u6e96\u5099\u4f5c\u696d\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**OCR\u306b AWS Textract \u3092\u9078\u3076\u306e\u306f\u3001\u660e\u7d30\u304c\u82f1\u6587\u3060\u304b\u3089\u3067\u3059\u3002** \u516c\u5f0f\u306e\u4e0a\u9650\u306e\u8868\u3067\u3001\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\u3068\u3055\u308c\u3001**\u4e2d\u56fd\u8a9e\u30fb\u97d3\u56fd\u8a9e\u30fb\u65e5\u672c\u8a9e\u306f\u8aad\u3081\u307e\u305b\u3093\u3002**\n\n**\u3053\u306e\u984c\u6750\u3067\u52b9\u304f\u306e\u306f\u3001\u8868\u306e\u62bd\u51fa\uff08`TABLES`\uff09\u3067\u3059\u3002** \u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\u306f\u8868\u305d\u306e\u3082\u306e\u306a\u306e\u3067\u3001\u8acb\u6c42\u66f8\u306e\u5206\u6790\u3088\u308a\u6587\u66f8\u306e\u5206\u6790\u306e\u307b\u3046\u304c\u5408\u3063\u3066\u3044\u307e\u3059\u3002\u8868\u306f\u30bb\u30eb\u5358\u4f4d\u3067\u884c\u3068\u5217\u306e\u4f4d\u7f6e\u304c\u4ed8\u3044\u3066\u8fd4\u308a\u3001\u5217\u898b\u51fa\u3057\uff08`COLUMN_HEADER`\uff09\u3001\u8868\u306e\u984c\u3001\u8868\u306e\u811a\u6ce8\u3001\u96c6\u8a08\u306e\u30bb\u30eb\uff08`TABLE_SUMMARY`\uff09\u304c\u533a\u5225\u3055\u308c\u307e\u3059\u3002**\u300cBalance carried forward\u300d\u306e\u3088\u3046\u306a\u7e70\u8d8a\u306e\u884c\u3084\u300cTotal\u300d\u306e\u884c\u3092\u3001\u660e\u7d30\u306e\u884c\u3068\u5206\u3051\u3066\u6271\u3048\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u660e\u7d30\u306f\u6708\u521d\u306b\u96c6\u4e2d\u3057\u3066\u5c4a\u304d\u307e\u3059\u304c\u3001\u4ed5\u5165\u5148\u3054\u3068\u306b\u5c4a\u304f\u65e5\u304c\u9055\u3046\u305f\u3081\u3001**\u6708\u521d\u306b\u307e\u3068\u3081\u3066\u56de\u3059\u5b9a\u6642\u5b9f\u884c\u306b\u306f\u3057\u307e\u305b\u3093\u3002** \u5c4a\u3044\u305f\u65e5\u306b\u7167\u3089\u305b\u3070\u3001\u6708\u6b21\u306e\u7de0\u3081\u306e\u524d\u306b\u672a\u8a08\u4e0a\u306e\u8acb\u6c42\u3092\u53d6\u308a\u5bc4\u305b\u3089\u308c\u307e\u3059\u3002\n\nS3 \u3078\u306e\u4fdd\u5b58\u3092 AWS Lambda \u304c\u53d7\u3051\u3001`StartDocumentAnalysis` \u3092 `FeatureTypes` \u306b `TABLES` \u3068 `QUERIES` \u3092\u6307\u5b9a\u3057\u3066\u547c\u3073\u307e\u3059\u3002`ClientRequestToken` \u306b\u4ed5\u5165\u5148\u306e\u30b3\u30fc\u30c9\u3068\u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5\u304b\u3089\u4f5c\u3063\u305f\u5024\u3092\u5165\u308c\u308b\u3068\u3001**\u540c\u3058\u30c8\u30fc\u30af\u30f3\u3067\u547c\u3073\u76f4\u3057\u3066\u3082\u540c\u3058 `JobId` \u304c\u8fd4\u308a\u3001\u540c\u3058\u660e\u7d30\u3092\u4e8c\u5ea6\u8aad\u307f\u307e\u305b\u3093\u3002** `JobTag` \u306b\u306f\u4ed5\u5165\u5148\u306e\u30b3\u30fc\u30c9\u3092\u5165\u308c\u3001\u5b8c\u4e86\u306e\u901a\u77e5\uff08Amazon SNS\uff09\u304b\u3089\u4ed5\u5165\u5148\u3092\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\u901a\u77e5\u306e\u72b6\u614b\u304c `SUCCEEDED` \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u7d50\u679c\u3092\u53d6\u308a\u3001\u3059\u3050 S3 \u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002** `JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\u5c4a\u3044\u3066\u3044\u306a\u3044\u660e\u7d30\u3082\u6570\u3048\u307e\u3059\u3002** \u6bce\u670810\u65e5\u306b\u3001\u53d6\u5f15\u306e\u3042\u3063\u305f\u4ed5\u5165\u5148\u306e\u3046\u3061\u660e\u7d30\u304c\u5c4a\u3044\u3066\u3044\u306a\u3044\u3082\u306e\u3092\u4e00\u89a7\u306b\u3057\u3001\u8cfc\u8cb7\u306e\u62c5\u5f53\u304c\u4f9d\u983c\u3057\u307e\u3059\u3002**\u660e\u7d30\u306e\u6765\u306a\u3044\u4ed5\u5165\u5148\u307b\u3069\u3001\u7167\u5408\u3055\u308c\u306a\u3044\u307e\u307e\u5dee\u304c\u305f\u307e\u308a\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\u306ePDF | \u57fa\u6e96\u65e5\u3001\u660e\u7d30\u306e\u884c\uff08\u65e5\u4ed8\u30fb\u7a2e\u985e\u30fb\u756a\u53f7\u30fb\u6458\u8981\u30fb\u501f\u65b9\u30fb\u8cb8\u65b9\u30fb\u6b8b\u9ad8\uff09\u3001\u671f\u672b\u6b8b\u9ad8\u3001\u901a\u8ca8 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u8868\u306e\u30bb\u30eb\uff08\u884c\u3068\u5217\u306e\u4f4d\u7f6e\u3001\u5217\u898b\u51fa\u3057\u3001\u96c6\u8a08\u306e\u30bb\u30eb\uff09\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u8cb7\u639b\u91d1\u306e\u660e\u7d30 | \u4ed5\u5165\u5148\u3001\u4ed5\u5165\u5148\u306e\u8acb\u6c42\u66f8\u756a\u53f7\u3001\u8acb\u6c42\u65e5\u3001\u91d1\u984d\u3001\u901a\u8ca8\u3001\u8a08\u4e0a\u306e\u756a\u53f7\u3001\u6d88\u8fbc\u306e\u72b6\u614b | \u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u306e\u51fa\u529b |\n| \u652f\u6255\u306e\u8a18\u9332 | \u4ed5\u5165\u5148\u3001\u652f\u6255\u65e5\u3001\u9001\u91d1\u984d\u3001\u9001\u91d1\u306e\u624b\u6570\u6599\u306e\u8ca0\u62c5\u3001\u6d88\u3057\u8fbc\u3093\u3060\u8acb\u6c42\u66f8\u756a\u53f7 | \u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u306e\u51fa\u529b |\n| \u4ed5\u5165\u5148\u3054\u3068\u306e\u7656\u306e\u4e00\u89a7 | \u8acb\u6c42\u66f8\u756a\u53f7\u306e\u66f8\u304d\u65b9\u3001\u5165\u91d1\u306e\u884c\u306e\u66f8\u304d\u65b9\u3001\u624b\u6570\u6599\u306e\u6271\u3044\u3001\u70ba\u66ff\u306e\u5dee\u306e\u5165\u308c\u65b9 | \u62c5\u5f53\u8005\u304c\u80b2\u3066\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e3\u3064\u3067\u3059\u3002** \u81ea\u793e\u306e\u660e\u7d30\u306b\u4ed5\u5165\u5148\u306e\u8acb\u6c42\u66f8\u756a\u53f7\u304c\u7121\u3051\u308c\u3070\u884c\u3092\u5bfe\u5fdc\u4ed8\u3051\u3089\u308c\u305a\u3001\u652f\u6255\u306e\u8a18\u9332\u306b\u6d88\u3057\u8fbc\u3093\u3060\u8acb\u6c42\u66f8\u756a\u53f7\u304c\u7121\u3051\u308c\u3070\u5165\u91d1\u306e\u884c\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002**\u4ed5\u5165\u5148\u3054\u3068\u306e\u7656\u306e\u4e00\u89a7\u306f\u3001\u6700\u521d\u306f\u7a7a\u3067\u304b\u307e\u3044\u307e\u305b\u3093\u3002** \u62c5\u5f53\u8005\u304c\u7406\u7531\u306e\u5019\u88dc\u3092\u76f4\u3059\u305f\u3073\u306b1\u884c\u305a\u3064\u5897\u3048\u3001(d)\u306e\u5c5e\u4eba\u5316\u3092\u307b\u3069\u3044\u3066\u3044\u304d\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u7d50\u679c\u306f `GetDocumentAnalysis` \u3067\u53d6\u308a\u307e\u3059\u30021\u56de\u306e\u547c\u3073\u51fa\u3057\u3067\u8fd4\u308b\u4ef6\u6570\u306f\u65e2\u5b9a\u30fb\u6700\u59271,000\u3067\u3001**`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u7d9a\u3051\u3066\u53d6\u308a\u307e\u3059\u3002** `JobStatus` \u304c `PARTIAL_SUCCESS` \u306e\u3068\u304d\u306f `Warnings` \u306b\u51fa\u305f\u30da\u30fc\u30b8\u3092\u8a18\u9332\u3057\u3001\u305d\u306e\u660e\u7d30\u3092 `needs_review` \u306b\u3057\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u660e\u7d30\u306e\u8868 | `TABLE` \u3068 `CELL` \u306e `RowIndex`\u30fb`ColumnIndex` | \u884c\u3054\u3068\u306e\u65e5\u4ed8\u30fb\u756a\u53f7\u30fb\u6458\u8981\u30fb\u501f\u65b9\u30fb\u8cb8\u65b9\u30fb\u6b8b\u9ad8 |\n| \u5217\u898b\u51fa\u3057 | `EntityTypes` \u304c `COLUMN_HEADER` \u306e\u30bb\u30eb | \u3069\u306e\u5217\u304c\u501f\u65b9\u304b\u8cb8\u65b9\u304b\u3092\u6c7a\u3081\u308b |\n| \u7e70\u8d8a\u30fb\u5408\u8a08\u306e\u884c | `TABLE_SUMMARY`\u3001`TABLE_FOOTER` | \u660e\u7d30\u306e\u884c\u304b\u3089\u5916\u3057\u3001\u691c\u7b97\u306b\u4f7f\u3046 |\n| \u7d50\u5408\u3055\u308c\u305f\u30bb\u30eb | `MERGED_CELL` | \u6458\u8981\u304c\u8907\u6570\u306e\u5217\u306b\u307e\u305f\u304c\u308b\u884c\u30921\u3064\u306b\u307e\u3068\u3081\u308b |\n| \u57fa\u6e96\u65e5\u30fb\u671f\u672b\u6b8b\u9ad8\u30fb\u901a\u8ca8 | \u8cea\u554f\u3078\u306e\u7b54\u3048\uff08`QUERY_RESULT`\uff09 | \u7167\u5408\u3059\u308b\u671f\u9593\u3068\u3001\u691c\u7b97\u306e\u76f8\u624b |\n\n\u8cea\u554f\u306f `QueriesConfig` \u306b3\u3064\u4e26\u3079\u307e\u3059\u3002\u300cWhat is the statement date?\u300d\u300cWhat is the closing balance?\u300d\u300cWhat is the currency?\u300d\u3067\u3059\u3002**\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u7a7a\u306e\u307e\u307e\u8fd4\u308b**\u306e\u3067\u3001\u671f\u672b\u6b8b\u9ad8\u306e\u7121\u3044\u660e\u7d30\uff08Open Items \u3060\u3051\u306e\u69d8\u5f0f\uff09\u3092\u3053\u3053\u3067\u898b\u5206\u3051\u307e\u3059\u3002\n\n**\u8868\u306f\u30da\u30fc\u30b8\u3054\u3068\u306b\u8fd4\u308a\u307e\u3059\u3002** \u6570\u30da\u30fc\u30b8\u306b\u308f\u305f\u308b\u660e\u7d30\u306f\u30012\u30da\u30fc\u30b8\u76ee\u4ee5\u964d\u306e\u8868\u3092\u5217\u898b\u51fa\u3057\u306e\u4e26\u3073\u30671\u30da\u30fc\u30b8\u76ee\u306e\u8868\u306b\u3064\u306a\u304e\u307e\u3059\u3002**\u5217\u898b\u51fa\u3057\u304c2\u30da\u30fc\u30b8\u76ee\u306b\u5370\u5b57\u3055\u308c\u306a\u3044\u69d8\u5f0f\u3067\u306f\u3001\u5217\u306e\u6570\u3068\u4f4d\u7f6e\u3067\u3064\u306a\u304e\u3001\u3064\u306a\u3044\u3060\u3053\u3068\u3092\u8a18\u9332\u306b\u6b8b\u3057\u307e\u3059\u3002**\n\n**\u7a7a\u306e\u30bb\u30eb\u306b\u306f\u6587\u5b57\u304c\u4ed8\u304d\u307e\u305b\u3093\u3002** \u501f\u65b9\u3068\u8cb8\u65b9\u306e\u5217\u304c\u5206\u304b\u308c\u305f\u69d8\u5f0f\u3067\u306f\u3001\u7247\u65b9\u306e\u30bb\u30eb\u304c\u7a7a\u3067\u8fd4\u308a\u307e\u3059\u3002**\u7a7a\u306e\u30bb\u30eb\u30920\u3068\u307f\u306a\u3055\u305a\u3001\u300c\u305d\u306e\u5217\u306b\u5024\u304c\u7121\u3044\u300d\u3068\u3057\u3066\u6271\u3046**\u3068\u3001\u501f\u65b9\u3068\u8cb8\u65b9\u306e\u53d6\u308a\u9055\u3048\u304c\u9632\u3052\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 \u6587\u66f8\u306e\u5206\u6790\u306f JPEG\u3001PNG\u3001TIFF\u3001PDF \u3092\u6271\u3044\u307e\u3059\u3002\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u3067\u5c4a\u3044\u305f\u3082\u306e\u306f\u3001\u3053\u306e\u51e6\u7406\u3092\u901a\u3055\u305a\u76f4\u63a5\u8aad\u307f\u8fbc\u307f\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\u4fdd\u8b77\u3055\u308c\u305f\u3082\u306e\u306f\u4ed5\u5165\u5148\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059\n3. **\u30da\u30fc\u30b8\u6570\u3068\u30b5\u30a4\u30ba\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067PDF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u304c\u4e0a\u9650\u3067\u3059\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u6587\u5b57\u306e\u9ad8\u3055\u304c15\u30d4\u30af\u30bb\u30eb\u3092\u4e0b\u56de\u308b\u3068\u691c\u51fa\u3055\u308c\u307e\u305b\u3093\u3002150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\u3067\u3059\n5. **\u57fa\u6e96\u65e5\u306e\u78ba\u8a8d** \u2026 \u57fa\u6e96\u65e5\u304c\u524d\u6708\u672b\u3067\u306a\u3044\u3082\u306e\uff08\u671f\u4e2d\u306e\u65e5\u4ed8\u30012\u304b\u6708\u524d\u306e\u65e5\u4ed8\uff09\u306f\u3001\u7167\u5408\u3059\u308b\u671f\u9593\u3092\u305d\u306e\u65e5\u4ed8\u306b\u5408\u308f\u305b\u307e\u3059\n6. **\u7167\u5408\u306e\u76f8\u624b\u306e\u6e96\u5099** \u2026 \u305d\u306e\u4ed5\u5165\u5148\u306e\u8cb7\u639b\u91d1\u306e\u660e\u7d30\u3068\u652f\u6255\u306e\u8a18\u9332\u3092\u3001**\u57fa\u6e96\u65e5\u306e\u524d\u5f8c10\u65e5\u306e\u5206\u307e\u3067**\u542b\u3081\u3066\u8aad\u307f\u8fbc\u307f\u307e\u3059\n\n**6\u756a\u76ee\u3067\u57fa\u6e96\u65e5\u306e\u5f8c\u308d\u307e\u3067\u8aad\u307f\u8fbc\u3080\u306e\u306f\u3001\u884c\u304d\u9055\u3044\u3092\u898b\u5206\u3051\u308b\u305f\u3081\u3067\u3059\u3002** \u57fa\u6e96\u65e5\u306e2\u65e5\u524d\u306b\u81ea\u793e\u304c\u9001\u91d1\u3057\u305f\u652f\u6255\u306f\u3001\u4ed5\u5165\u5148\u306e\u660e\u7d30\u3067\u306f\u7fcc\u6708\u306e\u5165\u91d1\u306b\u306a\u308a\u307e\u3059\u3002**\u57fa\u6e96\u65e5\u306e\u5f8c\u308d\u306e\u8a18\u9332\u304c\u7121\u3044\u3068\u3001\u9001\u91d1\u6e08\u307f\u306e\u652f\u6255\u3092\u300c\u4ed5\u5165\u5148\u306e\u8a18\u9332\u6f0f\u308c\u300d\u3068\u898b\u8aa4\u308a\u307e\u3059\u3002**\n\n**1\u756a\u76ee\u3067\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u5206\u3051\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308b\u5fc5\u8981\u304c\u7121\u3044\u304b\u3089\u3067\u3059\u3002** OCR\u3092\u901a\u3059\u3068\u3001\u6b63\u3057\u3044\u6570\u5b57\u3092\u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u4ed8\u304d\u306e\u6570\u5b57\u306b\u5909\u3048\u308b\u3060\u3051\u3067\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8868\u306e\u5404\u884c\u30924\u3064\u306e\u7a2e\u985e\u306b\u5206\u3051\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u3068\u91d1\u984d\u3092\u539f\u6587\u304b\u3089\u5199\u3057\u3001\u6839\u62e0\u306e\u6587\u5b57\u5217\u3092\u6dfb\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u53d6\u308a\u51fa\u3059\u9805\u76ee | \u4e2d\u8eab | \u53d6\u308a\u51fa\u305b\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u884c\u306e\u7a2e\u985e | `invoice`\u30fb`credit_note`\u30fb`payment`\u30fb`adjustment`\u30fb`carried_forward` | \u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u8acb\u6c42\u66f8\u756a\u53f7 | \u8acb\u6c42\u30fb\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u306e\u756a\u53f7\u3002\u5165\u91d1\u306e\u884c\u306a\u3089\u3001\u6458\u8981\u306b\u66f8\u304b\u308c\u305f\u6d88\u3057\u8fbc\u307f\u5148\u306e\u756a\u53f7 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_found` |\n| \u65e5\u4ed8 | \u305d\u306e\u884c\u306e\u65e5\u4ed8 | \u65e5\u30fb\u6708\u306e\u9806\u304c\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u501f\u65b9\u30fb\u8cb8\u65b9\u306e\u91d1\u984d | \u3069\u3061\u3089\u306e\u5217\u306b\u66f8\u304b\u308c\u3066\u3044\u305f\u304b\u3068\u3001\u539f\u6587\u306e\u91d1\u984d | \u7a7a\u306e\u30bb\u30eb\u306f `empty`\u3001\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u6458\u8981 | \u539f\u6587\u306e\u307e\u307e | \uff0d |\n\n**\u884c\u306e\u7a2e\u985e\u306f\u3001\u6458\u8981\u3068\u756a\u53f7\u306e\u982d\u306e\u6587\u5b57\u3068\u3001\u501f\u65b9\u304b\u8cb8\u65b9\u304b\u306e\u5217\u3067\u6c7a\u3081\u307e\u3059\u3002** \u300cINV\u300d\u3067\u59cb\u307e\u308a\u501f\u65b9\u306e\u5217\u306b\u3042\u308c\u3070 `invoice`\u3001\u300cPayment received\u300d\u3067\u8cb8\u65b9\u306e\u5217\u306b\u3042\u308c\u3070 `payment`\u3002**\u4ed5\u5165\u5148\u3054\u3068\u306e\u7656\u306e\u4e00\u89a7\u306b\u66f8\u304d\u65b9\u304c\u3042\u308c\u3070\u3001\u305d\u308c\u3092\u512a\u5148\u3057\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u81ea\u793e\u306e\u660e\u7d30\u3068\u306e\u5bfe\u5fdc\u4ed8\u3051 | \u884c\u306e\u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3046 |\n| \u6b8b\u9ad8\u306e\u8a08\u7b97\u30fb\u691c\u7b97 | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3046 |\n| \u5165\u91d1\u306e\u884c\u306e\u6d88\u3057\u8fbc\u307f\u5148\u306e\u63a8\u6e2c | \u91d1\u984d\u304b\u3089\u8acb\u6c42\u66f8\u3092\u63a8\u3059\u3068\u3001\u5225\u306e\u8acb\u6c42\u66f8\u306e\u652f\u6255\u306b\u898b\u3048\u308b |\n| \u5dee\u306e\u7406\u7531\u306e\u5224\u65ad | \u7406\u7531\u306e\u5019\u88dc\u306f\u898f\u5247\u3067\u4ed8\u3051\u3001\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u501f\u65b9\u30fb\u8cb8\u65b9\u306e\u5217\u306e\u5165\u308c\u66ff\u3048 | \u5217\u898b\u51fa\u3057\u306e\u3068\u304a\u308a\u306b\u5199\u3059 |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300cPayment received\u300d\u3068\u3060\u3051\u66f8\u304b\u308c\u305f\u5165\u91d1\u306e\u884c\u3092\u6e21\u3059\u3068\u3001AI\u306f\u540c\u3058\u91d1\u984d\u306e\u8acb\u6c42\u66f8\u3092\u63a2\u3057\u3066\u300cINV-0815 \u306e\u652f\u6255\u300d\u3068\u57cb\u3081\u304c\u3061\u3067\u3059\u3002**\u57cb\u3081\u305f\u77ac\u9593\u3001\u81ea\u793e\u306e\u652f\u6255\u306e\u8a18\u9332\u3068\u7167\u3089\u3059\u524d\u306b\u7d50\u8ad6\u304c\u51fa\u3066\u3057\u307e\u3044\u307e\u3059\u3002** \u6458\u8981\u306b\u756a\u53f7\u304c\u7121\u3051\u308c\u3070 `not_found` \u3068\u8fd4\u3055\u305b\u3001\u91d1\u984d\u3068\u65e5\u4ed8\u304b\u3089\u306e\u5019\u88dc\u63a2\u3057\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u652f\u6255\u306e\u8a18\u9332\u3092\u76f8\u624b\u306b\u884c\u3044\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\u30e1\u30fc\u30ab\u30fc\u306e\u8cfc\u8cb7\u90e8\u3067\u3001\u6d77\u5916\u306e\u4ed5\u5165\u5148\u304b\u3089\u5c4a\u3044\u305f\u82f1\u6587\u306e\u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\u3092\u70b9\u691c\u3059\u308b\u62c5\u5f53\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u8868\u306e\u884c\u3060\u3051\u3092\u898b\u3066\u3001\u5404\u884c\u3092\u9805\u76ee\u306b\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. \u5404\u884c\u306e\u7a2e\u985e\u3092\u4e0b\u306e\u533a\u5206\u304b\u3089\u9078\u3076\n2. \u65e5\u4ed8\u30fb\u8acb\u6c42\u66f8\u756a\u53f7\u30fb\u6458\u8981\u30fb\u91d1\u984d\u3092\u539f\u6587\u306e\u307e\u307e\u5199\u3059\n3. \u91d1\u984d\u304c\u501f\u65b9\u3068\u8cb8\u65b9\u306e\u3069\u3061\u3089\u306e\u5217\u306b\u66f8\u304b\u308c\u3066\u3044\u305f\u304b\u3092\u3001\u5217\u898b\u51fa\u3057\u306e\u3068\u304a\u308a\u306b\u66f8\u304f\n4. \u5404\u9805\u76ee\u306e\u6839\u62e0\u306b\u3057\u305f\u539f\u6587\u306e\u6587\u5b57\u5217\u3092 evidence \u306b\u5165\u308c\u308b\n\n\u3010\u884c\u306e\u7a2e\u985e\u3011\n- invoice ......... \u8acb\u6c42\uff08Invoice\u3001INV\uff09\n- credit_note ..... \u6e1b\u984d\uff08Credit Note\u3001CN\u3001Credit Memo\uff09\n- payment ......... \u5165\u91d1\uff08Payment\u3001Receipt\u3001Remittance\uff09\n- adjustment ...... \u8abf\u6574\uff08Adjustment\u3001Exchange difference\u3001Bank charges\u3001Write-off\uff09\n- carried_forward . \u7e70\u8d8a\u30fb\u524d\u6708\u6b8b\u9ad8\uff08Balance brought forward\u3001Opening balance\uff09\n- \u307e\u305a\u300c\u3053\u306e\u4ed5\u5165\u5148\u306e\u66f8\u304d\u65b9\u306e\u4e00\u89a7\u300d\u3092\u898b\u308b\u3002\u4e00\u89a7\u306b\u3042\u308b\u66f8\u304d\u65b9\u306a\u3089\u305d\u306e\u7a2e\u985e\u3092\u4f7f\u3046\n- \u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 \"ambiguous\" \u306b\u3059\u308b\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5165\u91d1\u306e\u884c\u3067\u3001\u6458\u8981\u306b\u8acb\u6c42\u66f8\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 \"not_found\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u91d1\u984d\u3084\u65e5\u4ed8\u304b\u3089\u3001\u3069\u306e\u8acb\u6c42\u66f8\u306e\u652f\u6255\u304b\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7a7a\u306e\u30bb\u30eb\u3092 0 \u3068\u3057\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\"empty\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u501f\u65b9\u3068\u8cb8\u65b9\u3092\u5165\u308c\u66ff\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5217\u898b\u51fa\u3057\u306e\u3068\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6b8b\u9ad8\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5408\u8a08\u3092\u691c\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u304c\u65e5\u30fb\u6708\u306e\u9806\u304b\u6708\u30fb\u65e5\u306e\u9806\u304b\u6c7a\u3081\u3089\u308c\u306a\u3044\u3068\u304d\u306f \"ambiguous\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5dee\u306e\u7406\u7531\u3084\u3001\u3069\u3061\u3089\u306e\u8aa4\u308a\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- confidence \u306f OCR \u304c\u8fd4\u3057\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8868\u306e\u884c\u3011{table_rows}\n\u3010\u5217\u898b\u51fa\u3057\u3011{column_headers}\n\u3010\u3053\u306e\u4ed5\u5165\u5148\u306e\u66f8\u304d\u65b9\u306e\u4e00\u89a7\u3011{supplier_patterns}\n```\n\n**\u300c\u7a7a\u306e\u30bb\u30eb\u30920\u3068\u3057\u306a\u3044\u300d\u3092\u66f8\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u501f\u65b9\u30fb\u8cb8\u65b9\u306e\u5217\u304c\u5206\u304b\u308c\u305f\u69d8\u5f0f\u3067\u30010\u304c\u5165\u308b\u3068\u53d6\u308a\u9055\u3048\u306e\u8de1\u304c\u6d88\u3048\u308b\u304b\u3089\u3067\u3059\u3002** \u7247\u65b9\u304c\u7a7a\u3001\u3082\u3046\u7247\u65b9\u306b\u91d1\u984d\u3001\u3068\u3044\u3046\u5f62\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u3001\u5217\u306e\u8aad\u307f\u9055\u3044\u3092\u5f8c\u304b\u3089\u898b\u3064\u3051\u3089\u308c\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\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\uff09\u3092\u4f7f\u3044\u3001\u5f62\u306e\u5d29\u308c\u305f\u5fdc\u7b54\u3092\u7167\u5408\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u6d41\u3055\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"supplier_code\": \"\",\n  \"statement_date\": \"\",\n  \"currency\": \"\",\n  \"closing_balance_as_written\": \"\",\n  \"rows\": [\n    { \"row_no\": 1, \"page\": 1, \"type\": \"invoice | credit_note | payment | adjustment | carried_forward | ambiguous\",\n      \"date\": \"\", \"doc_no\": \"\", \"doc_no_status\": \"ok | not_found\",\n      \"column\": \"debit | credit\", \"amount\": \"\", \"description\": \"\",\n      \"confidence\": 0, \"evidence\": \"\" }\n  ]\n}\n```\n\n\u7167\u5408\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u3053\u306e `rows` \u3068\u81ea\u793e\u306e\u660e\u7d30\u3092\u7167\u3089\u3057\u3001\u5dee\u306e\u3042\u308b\u884c\u306b\u6b21\u306e\u7406\u7531\u306e\u5019\u88dc\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u7406\u7531\u306e\u5019\u88dc | \u898f\u5247 |\n|:--|:--|\n| `not_booked` | \u4ed5\u5165\u5148\u306e\u660e\u7d30\u306b\u8acb\u6c42\u304c\u3042\u308a\u3001\u81ea\u793e\u306e\u660e\u7d30\u306b\u7121\u3044 |\n| `payment_in_transit` | \u81ea\u793e\u304c\u57fa\u6e96\u65e5\u306e\u76f4\u524d\u306b\u9001\u91d1\u3057\u3001\u4ed5\u5165\u5148\u306e\u660e\u7d30\u306b\u5165\u91d1\u304c\u7121\u3044 |\n| `payment_not_recognized` | \u81ea\u793e\u304c\u57fa\u6e96\u65e5\u3088\u308a\u5341\u5206\u524d\u306b\u9001\u91d1\u3057\u305f\u306e\u306b\u3001\u4ed5\u5165\u5148\u306e\u660e\u7d30\u306b\u5165\u91d1\u304c\u7121\u3044 |\n| `duplicate_booking` | \u81ea\u793e\u306e\u660e\u7d30\u306b\u3001\u540c\u3058\u8acb\u6c42\u66f8\u756a\u53f7\u30fb\u91d1\u984d\u306e\u8a08\u4e0a\u304c2\u3064\u3042\u308b |\n| `amount_diff` | \u540c\u3058\u8acb\u6c42\u66f8\u756a\u53f7\u3067\u91d1\u984d\u304c\u9055\u3046 |\n| `bank_charge` | \u5165\u91d1\u306e\u984d\u3068\u9001\u91d1\u984d\u306e\u5dee\u304c\u3001\u9001\u91d1\u306e\u624b\u6570\u6599\u306e\u7bc4\u56f2\u306b\u3042\u308b |\n| `unexplained` | \u3069\u306e\u898f\u5247\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 |\n\n**\u7406\u7531\u306f\u3001AI\u306e\u51fa\u529b\u3068\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5224\u5b9a\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `rows` \u306fAI\u304c\u539f\u6587\u304b\u3089\u57cb\u3081\u3001\u7406\u7531\u306e\u5019\u88dc\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u81ea\u793e\u306e\u660e\u7d30\u3092\u76f8\u624b\u306b\u4ed8\u3051\u307e\u3059\u3002**\u300c\u76f4\u524d\u300d\u304c\u4f55\u65e5\u304b\u306f\u4ed5\u5165\u5148\u3054\u3068\u306e\u4e00\u89a7\u3067\u6c7a\u3081\u3001\u5909\u3048\u308b\u306e\u306f\u898f\u5247\u3060\u3051\u3067\u3059\u3002**\n\n\u4ed5\u5165\u5148\u3054\u3068\u306b\u306f\u3001\u3059\u3079\u3066\u306e\u884c\u304c\u5bfe\u5fdc\u3057\u6b8b\u9ad8\u304c\u5408\u3048\u3070 `matched`\u3001\u5dee\u304c\u3059\u3079\u3066\u7406\u7531\u306e\u5019\u88dc\u3067\u8aac\u660e\u3067\u304d\u308c\u3070 `explained`\u3001`unexplained`\u30fb`ambiguous`\u30fb`unreadable` \u304c\u3042\u308c\u3070 `needs_review` \u3068\u3057\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5171\u6709\u306e\u53d7\u4fe1\u7bb1 | \u30e1\u30fc\u30eb\u306e\u30eb\u30fc\u30eb | \u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\u306e\u6dfb\u4ed8\u3092\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078\u79fb\u3059 |\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 | AWS Lambda \u306e\u8d77\u52d5 | \u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3001\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u308b |\n| AWS Textract | \u975e\u540c\u671f\u306eAPI\u547c\u3073\u51fa\u3057\u3068 SNS \u306e\u901a\u77e5 | \u8868\u306e\u30bb\u30eb\u3068\u3001\u57fa\u6e96\u65e5\u30fb\u671f\u672b\u6b8b\u9ad8\u30fb\u901a\u8ca8\u3092\u8fd4\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u5404\u884c\u306e\u7a2e\u985e\u306e\u5224\u5225\u3068\u9805\u76ee\u306e\u305d\u308d\u3048\u76f4\u3057\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d |\n| \u57fa\u5e79\u30b7\u30b9\u30c6\u30e0 | \u51fa\u529b\u30d5\u30a1\u30a4\u30eb\u306e\u8aad\u307f\u53d6\u308a | \u8cb7\u639b\u91d1\u306e\u660e\u7d30\u3068\u652f\u6255\u306e\u8a18\u9332\u3092\u7167\u5408\u7528\u306b\u8aad\u307f\u8fbc\u3080 |\n\n**\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** `duplicate_booking` \u304c\u51fa\u3066\u3082\u3001\u53d6\u308a\u6d88\u3057\u306e\u8d77\u7968\u306f\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059\u3002**\u7167\u5408\u306e\u8aa4\u308a\u3067\u6b63\u3057\u3044\u8a08\u4e0a\u3092\u53d6\u308a\u6d88\u3059\u3068\u3001\u6b21\u306e\u652f\u6255\u3067\u4ed5\u5165\u5148\u306b\u6255\u3044\u6f0f\u308c\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f `explained` \u3068 `needs_review` \u306e\u4ed5\u5165\u5148\u3067\u3001\u5dee\u306e\u3042\u308b\u884c\u3060\u3051\u3067\u3059\u3002** `matched` \u306e\u4ed5\u5165\u5148\u306f\u4e00\u89a7\u3067\u6b8b\u9ad8\u3092\u6d41\u3057\u898b\u307e\u3059\u3002\u5168\u884c\u3092\u8aad\u3080\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e12\u5206\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`needs_review` \u3092\u5148\u306b\u898b\u308b** \u2026 `unexplained` \u306e\u884c\u306e\u539f\u672c\u3092\u8aad\u307f\u3001\u7656\u306e\u4e00\u89a7\u306b\u8db3\u305b\u308b\u66f8\u304d\u65b9\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **`not_booked` \u306e\u8acb\u6c42\u66f8\u3092\u53d6\u308a\u5bc4\u305b\u308b** \u2026 \u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u3066\u3044\u306a\u3044\u304b\u3001\u5165\u8377\u524d\u306e\u8acb\u6c42\u304b\u3092\u8cfc\u8cb7\u3068\u78ba\u304b\u3081\u307e\u3059\n3. **`duplicate_booking` \u3092\u78ba\u304b\u3081\u308b** \u2026 \u518d\u767a\u884c\u306e\u8acb\u6c42\u66f8\u3092\u4e8c\u5ea6\u8a08\u4e0a\u3057\u305f\u306e\u304b\u3001\u672c\u5f53\u306b2\u56de\u306e\u53d6\u5f15\u304b\u3092\u3001\u767a\u6ce8\u756a\u53f7\u3068\u5165\u8377\u306e\u8a18\u9332\u3067\u898b\u5206\u3051\u307e\u3059\n4. **`payment_not_recognized` \u3092\u4ed5\u5165\u5148\u306b\u7167\u4f1a\u3059\u308b** \u2026 \u9001\u91d1\u306e\u63a7\u3048\u3092\u6dfb\u3048\u307e\u3059\u3002\u9001\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3059\n5. **\u7406\u7531\u306e\u5019\u88dc\u3092\u5909\u3048\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u884c\u3092\u3001\u3069\u306e\u7406\u7531\u306b\u3001\u306a\u305c\u5909\u3048\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3092\u6025\u304c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u540c\u3058\u91d1\u984d\u306e\u90e8\u54c1\u3092\u540c\u3058\u6708\u306b2\u56de\u767a\u6ce8\u3059\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u306a\u304f\u3001**\u756a\u53f7\u306e\u66f8\u304d\u65b9\u304c\u9055\u3046\u3060\u3051\u306e2\u56de\u306e\u53d6\u5f15\u3092\u3001\u4e8c\u91cd\u8a08\u4e0a\u3068\u3057\u3066\u53d6\u308a\u6d88\u3059\u8aa4\u308a**\u304c\u3044\u3061\u3070\u3093\u9ad8\u304f\u3064\u304d\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u660e\u7d30 | \u3053\u306e\u69cb\u6210\u3067\u306f\u8aad\u3081\u306a\u3044\u3002**\u82f1\u6587\u3067\u306e\u767a\u884c\u3092\u4ed5\u5165\u5148\u306b\u4f9d\u983c\u3059\u308b** |\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | \u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u4ed5\u5165\u5148\u306b\u983c\u3080 |\n| \u671f\u672b\u6b8b\u9ad8\u306e\u7121\u3044\u69d8\u5f0f\uff08Open Items \u3060\u3051\uff09 | \u6b8b\u9ad8\u306e\u691c\u7b97\u3092\u305b\u305a\u3001\u884c\u306e\u7167\u5408\u3060\u3051\u3092\u884c\u3046 |\n| 2\u30da\u30fc\u30b8\u76ee\u4ee5\u964d\u306b\u5217\u898b\u51fa\u3057\u304c\u7121\u3044 | \u5217\u306e\u6570\u3068\u4f4d\u7f6e\u3067\u3064\u306a\u304e\u3001\u3064\u306a\u3044\u3060\u3053\u3068\u3092\u8a18\u9332\u3059\u308b |\n| \u901a\u8ca8\u306e\u9055\u3046\u884c\u304c\u6df7\u3056\u308b | \u63db\u7b97\u305b\u305a\u306b `needs_review`\u3002\u70ba\u66ff\u306e\u6271\u3044\u306f\u53d6\u308a\u6c7a\u3081\u3067\u6c7a\u307e\u308b |\n| \u8acb\u6c42\u66f8\u756a\u53f7\u306e\u66f8\u304d\u65b9\u304c\u81ea\u793e\u3068\u9055\u3046 | \u7656\u306e\u4e00\u89a7\u306e\u5909\u63db\u306e\u898f\u5247\u3067\u76f4\u3057\u3066\u304b\u3089\u7167\u3089\u3059 |\n| `PARTIAL_SUCCESS` \u3067\u4e00\u90e8\u306e\u30da\u30fc\u30b8\u304c\u8aad\u3081\u306a\u3044 | `Warnings` \u306e\u30da\u30fc\u30b8\u3092\u8a18\u9332\u3057\u3001`needs_review` \u306b |\n| OCR\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u306b\u79fb\u3059\u306e\u306f\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051** |\n\n**\u4e0a\u304b\u30896\u884c\u76ee\u304c\u3001\u7acb\u3061\u4e0a\u3052\u306e\u6642\u671f\u306b\u3044\u3061\u3070\u3093\u591a\u304f\u51fa\u307e\u3059\u3002** \u756a\u53f7\u306e\u66f8\u304d\u65b9\u306e\u9055\u3044\u306f\u3001\u7167\u5408\u306e\u524d\u306b\u5909\u63db\u3059\u308c\u3070\u6e08\u3080\u3082\u306e\u3067\u3059\u3002**\u4ed5\u5165\u5148\u3054\u3068\u306e\u5909\u63db\u306e\u898f\u5247\u3092\u3001\u6700\u521d\u306e2\u304b\u6708\u3067\u4e0a\u4f4d\u306e\u4ed5\u5165\u5148\u304b\u3089\u4f5c\u308a\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\u306e\u539f\u672c\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u4ed5\u5165\u5148\u30fb\u57fa\u6e96\u65e5\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08`GetDocumentAnalysis` \u306e\u5168\u30da\u30fc\u30b8\u5206\uff09\n- AI\u306e\u305d\u308d\u3048\u76f4\u3057\u306e\u7d50\u679c\uff08`rows`\uff09\u3068\u3001\u30da\u30fc\u30b8\u3092\u3064\u306a\u3044\u3060\u8a18\u9332\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u7406\u7531\u306e\u5019\u88dc\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u81ea\u793e\u306e\u660e\u7d30\u3068\u652f\u6255\u306e\u8a18\u9332\u306e\u5185\u5bb9**\n- **\u62c5\u5f53\u8005\u304c\u7406\u7531\u306e\u5019\u88dc\u3092\u5909\u3048\u305f\u8a18\u9332**\n- \u4ed5\u5165\u5148\u3078\u306e\u7167\u4f1a\u3068\u56de\u7b54\u3001\u6b8b\u9ad8\u78ba\u8a8d\u306e\u56de\u7b54\u3092\u9001\u3063\u305f\u65e5\u6642\n\n**4\u3064\u76ee\u3067\u81ea\u793e\u306e\u660e\u7d30\u306e\u5185\u5bb9\u3092\u6b8b\u3059\u306e\u306f\u3001\u8a08\u4e0a\u304c\u5f8c\u304b\u3089\u8a02\u6b63\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u5f53\u6642\u3069\u306e\u660e\u7d30\u3068\u7167\u3089\u3057\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u7fcc\u6708\u306e\u7167\u5408\u3067\u540c\u3058\u5dee\u304c\u307e\u305f\u51fa\u305f\u3068\u304d\u306b\u3001\u524d\u6708\u306e\u5224\u65ad\u3092\u8ffd\u3048\u307e\u305b\u3093\u3002","minimal_setup":"1. \u5148\u6708\u306e\u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\u304b\u3089\u3001\u69d8\u5f0f\u306e\u9055\u304610\u4ef6\u3092\u9078\u3076\uff08**\u3046\u3061\u6570\u4ef6\u306f\u3001\u6b8b\u9ad8\u304c\u5408\u308f\u305a\u7406\u7531\u3092\u8abf\u3079\u305f\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. 10\u4ef6\u3092 AWS Textract \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8868\u3068\u3057\u3066\u5206\u6790\u3057\u3001\u884c\u3068\u5217\u304c\u3069\u3046\u8fd4\u308b\u304b\u3092\u898b\u308b\n3. \u8868\u306e\u884c\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u3001\u300c\u5404\u884c\u3092\u8acb\u6c42\u30fb\u6e1b\u984d\u30fb\u5165\u91d1\u30fb\u8abf\u6574\u306b\u5206\u3051\u3001\u756a\u53f7\u3068\u91d1\u984d\u3092\u539f\u6587\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5165\u91d1\u306e\u884c\u3067\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u7a7a\u306e\u30bb\u30eb\u30920\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n4. \u51fa\u3066\u304d\u305f\u7d50\u679c\u3092\u3001\u5f53\u6642\u306e\u62c5\u5f53\u8005\u306e\u66f8\u304d\u5199\u3057\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**10\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7d44\u3080\u524d\u306b\u3001**\u300c\u6570\u30da\u30fc\u30b8\u306e\u660e\u7d30\u306e\u8868\u304c\u3001\u884c\u306e\u305a\u308c\u306a\u304f\u8aad\u3081\u308b\u306e\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u3068\u540c\u3058\u884c\u3068\u91d1\u984d\u306b\u306a\u3063\u305f | **\u81ea\u793e\u306e\u660e\u7d30\u3068\u306e\u7167\u5408\u306b\u9032\u3080** |\n| \u5165\u91d1\u306e\u884c\u306e\u6d88\u3057\u8fbc\u307f\u5148\u3092\u63a8\u6e2c\u3067\u57cb\u3081\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u501f\u65b9\u3068\u8cb8\u65b9\u306e\u5217\u304c\u305a\u308c\u308b\u3001\u30da\u30fc\u30b8\u306e\u5883\u76ee\u3067\u884c\u304c\u5207\u308c\u308b | **\u8868\u306e\u3064\u306a\u304e\u65b9\u306e\u554f\u984c\u3002** \u5217\u898b\u51fa\u3057\u3068\u4f4d\u7f6e\u3067\u3064\u306a\u3050\u51e6\u7406\u3092\u5148\u306b\u4f5c\u308b |","minimal_setup_short":"\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8aad\u307f\u53d6\u308a\u3001AI\u306e\u753b\u9762\u306b\u8cbc\u3063\u3066\u884c\u306e\u7a2e\u985e\u3068\u9805\u76ee\u3092\u305d\u308d\u3048\u3055\u305b\u308b \uff0f \u66f8\u304d\u5199\u3057\u3068\u884c\u306e\u7a2e\u985e\u306e\u5224\u5225","semi_auto_setup":"\u4e0a\u8a18\uff0b\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u81ea\u52d5\u3067\u8aad\u307f\u53d6\u308a\u3001\u81ea\u793e\u306e\u660e\u7d30\u3068\u7167\u3089\u3057\u305f\u5dee\u306e\u4e00\u89a7\u3092\u51fa\u3059 \uff0f \u66f8\u304d\u5199\u3057\u30681\u884c\u305a\u3064\u306e\u7a81\u304d\u5408\u308f\u305b","full_setup":"\u4e0a\u8a18\uff0b\u652f\u6255\u306e\u8a18\u9332\u3068\u306e\u7167\u5408\u3001\u7406\u7531\u306e\u5019\u88dc\u3001\u6b8b\u9ad8\u306e\u691c\u7b97\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d \uff0f \u7167\u5408\u3068\u7406\u7531\u306e\u5019\u88dc\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** 1\u4ef6\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u308b\u306e\u3067\u300180\u4ef6\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef645\u5206\u304c20\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u66f8\u304d\u5199\u3057\u3068\u7a81\u304d\u5408\u308f\u305b\u306f\u7121\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u5dee\u306e\u7406\u7531\u306e\u8abf\u3079\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u306712\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001**\u7406\u7531\u306e\u8abf\u3079\u304c\u3001\u652f\u6255\u306e\u8a18\u9332\u3068\u5165\u8377\u306e\u8a18\u9332\u3092\u884c\u3063\u305f\u308a\u6765\u305f\u308a\u3059\u308b\u4f5c\u696d\u3060\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u5dee\u306e\u4e00\u89a7\u30921\u304b\u6708\u898b\u308b\u3068\u3001\u756a\u53f7\u306e\u66f8\u304d\u65b9\u304c\u9055\u3046\u4ed5\u5165\u5148\u3068\u3001\u624b\u6570\u6599\u304c\u5dee\u3057\u5f15\u304b\u308c\u308b\u4ed5\u5165\u5148\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**\u7656\u306e\u4e00\u89a7\u304c\u80b2\u3063\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u3080\u307b\u3046\u304c\u3001`unexplained` \u304c\u6e1b\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5165\u91d1\u306e\u884c\u306e\u6d88\u3057\u8fbc\u307f\u5148\u3092\u63a8\u6e2c\u3067\u57cb\u3081\u308b | `not_found` \u3092\u8fd4\u3055\u305b\u3001\u5019\u88dc\u63a2\u3057\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u4efb\u305b\u308b |\n| \u7a7a\u306e\u30bb\u30eb\u304c0\u306b\u306a\u308a\u3001\u501f\u65b9\u3068\u8cb8\u65b9\u3092\u53d6\u308a\u9055\u3048\u308b | \u7a7a\u306e\u30bb\u30eb\u306f `empty` \u3068\u3057\u3066\u5199\u3055\u305b\u308b |\n| \u30da\u30fc\u30b8\u306e\u5883\u76ee\u3067\u8868\u304c\u5207\u308c\u308b | \u5217\u898b\u51fa\u3057\u3068\u4f4d\u7f6e\u3067\u3064\u306a\u304e\u3001\u3064\u306a\u3044\u3060\u8a18\u9332\u3092\u6b8b\u3059 |\n| \u9001\u91d1\u6e08\u307f\u306e\u652f\u6255\u3092\u4ed5\u5165\u5148\u306e\u8a18\u9332\u6f0f\u308c\u3068\u898b\u8aa4\u308b | \u57fa\u6e96\u65e5\u306e\u5f8c\u308d\u306e\u652f\u6255\u306e\u8a18\u9332\u307e\u3067\u8aad\u307f\u8fbc\u3080 |\n| \u756a\u53f7\u306e\u66f8\u304d\u65b9\u306e\u9055\u3044\u3067\u540c\u3058\u8acb\u6c42\u66f8\u304c2\u884c\u306b\u5206\u304b\u308c\u308b | \u4ed5\u5165\u5148\u3054\u3068\u306e\u5909\u63db\u306e\u898f\u5247\u3067\u76f4\u3057\u3066\u304b\u3089\u7167\u3089\u3059 |\n| 2\u56de\u306e\u6b63\u5f53\u306a\u53d6\u5f15\u3092\u4e8c\u91cd\u8a08\u4e0a\u3068\u3057\u3066\u53d6\u308a\u6d88\u3059 | \u767a\u6ce8\u756a\u53f7\u3068\u5165\u8377\u306e\u8a18\u9332\u3067\u898b\u5206\u3051\u3001\u53d6\u308a\u6d88\u3057\u306f\u4eba\u304c\u884c\u3046 |\n| \u7e70\u8d8a\u3084\u5408\u8a08\u306e\u884c\u3092\u660e\u7d30\u306e\u884c\u3068\u3057\u3066\u7167\u3089\u3059 | `TABLE_SUMMARY` \u3068\u884c\u306e\u7a2e\u985e\u3067\u5916\u3059 |\n| \u5c4a\u3044\u3066\u3044\u306a\u3044\u660e\u7d30\u306b\u6c17\u3065\u304b\u306a\u3044 | \u6bce\u6708\u3001\u53d6\u5f15\u306e\u3042\u3063\u305f\u4ed5\u5165\u5148\u3068\u5c4a\u3044\u305f\u660e\u7d30\u3092\u7167\u3089\u3059 |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u300c\u7167\u5408\u306e\u524d\u306b\u7b54\u3048\u304c\u3067\u304d\u3066\u3057\u307e\u3046\u300d\u8aa4\u308a\u3067\u3059\u3002**\u63a8\u6e2c\u3067\u57cb\u3081\u305f\u6d88\u3057\u8fbc\u307f\u5148\u30680\u3067\u57cb\u3081\u305f\u7a7a\u6b04\u306f\u3001\u7167\u5408\u3092\u901a\u3063\u305f\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u4ed5\u5165\u5148\u306e\u540d\u524d\u3068\u53d6\u5f15\u306e\u91d1\u984d\u3001\u8acb\u6c42\u3068\u652f\u6255\u306e\u8a18\u9332\u3001\u9001\u91d1\u306e\u65e5\u4ed8\u3067\u3059\u3002\u500b\u4eba\u306e\u60c5\u5831\u306f\u307b\u3068\u3093\u3069\u542b\u307f\u307e\u305b\u3093\u304c\u3001**\u4ed5\u5165\u5148\u3054\u3068\u306e\u53d6\u5f15\u306e\u91cf\u3068\u652f\u6255\u306e\u72b6\u6cc1\u306f\u3001\u53d6\u5f15\u95a2\u4fc2\u305d\u306e\u3082\u306e\u3092\u8868\u3059\u60c5\u5831\u3067\u3059\u3002**\n\n1. **\u751f\u6210AI\u306b\u6e21\u3059\u7bc4\u56f2\u3092\u660e\u7d30\u306e\u8868\u306e\u884c\u306b\u9650\u308b** \u2026 \u81ea\u793e\u306e\u8cb7\u639b\u91d1\u306e\u660e\u7d30\u3068\u652f\u6255\u306e\u8a18\u9332\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u7167\u5408\u3057\u307e\u3059\u3002**\u81ea\u793e\u306e\u5e33\u7c3f\u3092\u5916\u90e8\u306eAI\u306b\u6e21\u3057\u307e\u305b\u3093**\n2. **\u4fdd\u7ba1\u306e\u6697\u53f7\u5316\u3092\u6c7a\u3081\u308b** \u2026 `StartDocumentAnalysis` \u306e `KMSKeyId` \u3092\u6307\u5b9a\u3059\u308b\u3068\u3001\u5229\u7528\u8005\u306e\u30d0\u30b1\u30c3\u30c8\u306b\u51fa\u529b\u3059\u308b\u3068\u304d\u306b\u305d\u306e\u30ad\u30fc\u3067\u6697\u53f7\u5316\u3055\u308c\u307e\u3059\u3002\u6307\u5b9a\u3057\u306a\u3044\u5834\u5408\u306f SSE-S3 \u3067\u6697\u53f7\u5316\u3055\u308c\u307e\u3059\n3. **\u8a02\u6b63\u306e\u8d77\u7968\u3092\u81ea\u52d5\u3067\u884c\u308f\u306a\u3044** \u2026 \u51fa\u3059\u306e\u306f\u7406\u7531\u306e\u5019\u88dc\u307e\u3067\u3067\u3059\u3002**\u4e8c\u91cd\u8a08\u4e0a\u306e\u53d6\u308a\u6d88\u3057\u3092\u8aa4\u308b\u3068\u3001\u6255\u3044\u6f0f\u308c\u306b\u306a\u308a\u307e\u3059**\n4. **\u7167\u4f1a\u3068\u6b8b\u9ad8\u78ba\u8a8d\u306e\u56de\u7b54\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u51fa\u3059\u306e\u306f\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3059\u3002**\u4ed5\u5165\u5148\u3078\u306e\u56de\u7b54\u306f\u3001\u81ea\u793e\u306e\u5e33\u7c3f\u306e\u6b8b\u9ad8\u3092\u5916\u3078\u51fa\u3059\u884c\u70ba\u3067\u3059**\n5. **\u7167\u5408\u306e\u8a18\u9332\u3092\u6b8b\u3059** \u2026 \u6bce\u6708\u306e\u7167\u5408\u306e\u8a18\u9332\u306f\u3001\u6c7a\u7b97\u306e\u3068\u304d\u306b\u8cb7\u639b\u91d1\u306e\u6b8b\u9ad8\u3092\u8aac\u660e\u3059\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002**\u81ea\u793e\u306e\u5e33\u7c3f\u66f8\u985e\u306e\u4fdd\u5b58\u306e\u898f\u7a0b\u306b\u5408\u308f\u305b\u3066\u6b8b\u3057\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u672a\u8a08\u4e0a\u306e\u8acb\u6c42\u306b\u6c17\u3065\u304b\u305a\u652f\u6255\u304c\u9045\u308c\u308b\u3053\u3068\u3068\u3001\u6b63\u3057\u3044\u8a08\u4e0a\u3092\u53d6\u308a\u6d88\u3057\u3066\u6255\u3044\u6f0f\u308c\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u5c4a\u3044\u3066\u3044\u306a\u3044\u660e\u7d30\u3068\u756a\u53f7\u306e\u66f8\u304d\u65b9\u306e\u9055\u3044\u304b\u3089\u3001\u5f8c\u8005\u306f\u63a8\u6e2c\u306e\u6d88\u3057\u8fbc\u307f\u3068\u4e8c\u91cd\u8a08\u4e0a\u306e\u898b\u8aa4\u308a\u304b\u3089\u8d77\u304d\u307e\u3059\u3002","recommended_for":"\u6d77\u5916\u306e\u4ed5\u5165\u5148\u304b\u3089\u90e8\u54c1\u3084\u539f\u6750\u6599\u3092\u8f38\u5165\u3057\u3001\u4ed5\u5165\u5148\u304b\u3089\u6bce\u6708\u82f1\u6587\u306e\u53d6\u5f15\u6b8b\u9ad8\u660e\u7d30\uff08Statement of 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\u3042\u308f\u305b\u3066\u3001\u4e0a\u4f4d15\u793e\u306e\u7656\u306e\u4e00\u89a7\u3092\u3001\u62c5\u5f53\u8005\u306e\u7d4c\u9a13\u304b\u3089\u66f8\u304d\u8d77\u3053\u3057\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u5dee\u306e\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\nS3 \u3068 Lambda \u3067\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3092\u898b\u5f35\u308a\u3001OCR\u3092\u547c\u3073\u3001\u81ea\u793e\u306e\u660e\u7d30\u3068\u7167\u3089\u3057\u305f\u5dee\u306e\u4e00\u89a7\u3092\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u7406\u7531\u306e\u5019\u88dc\u3092\u51fa\u3055\u305a\u3001\u5dee\u306e\u3042\u308b\u884c\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u652f\u6255\u306e\u8a18\u9332\u3068\u306e\u7167\u5408\u3068\u7406\u7531\u306e\u5019\u88dc\u3092\u8db3\u3057\u3001`needs_review` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef645\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u7656\u306e\u4e00\u89a7\u304c\u80b2\u3061\u3001`unexplained` 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\u5bfe\u5fdc\u8a00\u8a9e\u304c\u82f1\u30fb\u4ecf\u30fb\u72ec\u30fb\u4f0a\u30fb\u8461\u30fb\u897f\u3067\u3042\u308b\u3053\u3068\u3002\u975e\u540c\u671f\u306e\u51e6\u7406\u3067PDF\u304c500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304dPDF\u4e0d\u53ef\u3002\u6587\u5b57\u306e\u9ad8\u305515\u30d4\u30af\u30bb\u30eb\uff08150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\uff09\u304c\u4e0b\u9650\u3002\u8cea\u554f\u306f\u975e\u540c\u671f\u30671\u30da\u30fc\u30b830\u554f\u307e\u3067\u3001\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-09 |\n| \u8868\u304c\u30bb\u30eb\u30fb\u7d50\u5408\u30bb\u30eb\u30fb\u5217\u898b\u51fa\u3057\u30fb\u984c\u30fb\u811a\u6ce8\u30fb\u96c6\u8a08\u306e\u30bb\u30eb\u3068\u3057\u3066\u8fd4\u308b\u3053\u3068\u3002`STRUCTURED_TABLE`\uff0f`SEMI_STRUCTURED_TABLE` \u306e\u533a\u5225\u3002\u7a7a\u306e\u30bb\u30eb\u306b\u306f\u6587\u5b57\u306e\u5b50\u304c\u4ed8\u304b\u306a\u3044\u3053\u3068 | [AWS: Tables](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/how-it-works-tables.html) | 2026-10-09 |\n| `StartDocumentAnalysis` \u304c JPEG\u30fbPNG\u30fbTIFF\u30fbPDF \u3092\u6271\u3044\u3001`FeatureTypes` \u306b `TABLES`\u30fb`QUERIES` \u306a\u3069\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002`ClientRequestToken` \u3067\u540c\u3058 `JobId` \u304c\u8fd4\u308b\u3053\u3068\u3002`JobTag` \u304c\u5b8c\u4e86\u306e\u901a\u77e5\u306b\u542b\u307e\u308c\u308b\u3053\u3068\u3002`KMSKeyId` \u306e\u6271\u3044\u3002`JobId` \u304c7\u65e5\u9593\u6709\u52b9\u306a\u3053\u3068 | [AWS: StartDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartDocumentAnalysis.html) | 2026-10-09 |\n| `MaxResults` \u304c\u65e2\u5b9a\u30fb\u6700\u59271,000\u3067 `NextToken` \u3067\u7d9a\u304d\u3092\u53d6\u308b\u3053\u3068\u3002`JobStatus` \u306b `PARTIAL_SUCCESS` \u304c\u3042\u308b\u3053\u3068\u3002`Warnings` \u306e\u69cb\u9020 | [AWS: GetDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_GetDocumentAnalysis.html) | 2026-10-09 |\n| \u8cea\u554f\u3078\u306e\u7b54\u3048\u304c\u5225\u540d\u30fb\u4fe1\u983c\u5ea6\u30fb\u4f4d\u7f6e\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) | 2026-10-09 |\n| \u69cb\u9020\u5316\u51fa\u529b\u3092 `output_config.format`\uff08`type: \"json_schema\"`\uff09\u3067\u6307\u5b9a\u3059\u308b\u3053\u3068 | [Claude: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-09 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