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PortOfDischarge | \u7a4d\u307f\u5730\uff0f\u63da\u3052\u5730 |\n| Etd \/ Eta | \u51fa\u6e2f\u4e88\u5b9a\u65e5\uff0f\u5230\u7740\u4e88\u5b9a\u65e5 |\n| CyOpenDate | \u642c\u5165\u958b\u59cb\u65e5 |\n| CyCutOffDateTime | \u642c\u5165\u7de0\u5207\u306e\u65e5\u6642 |\n| DocCutOffDateTime | \u66f8\u985e\u306e\u7de0\u5207\u306e\u65e5\u6642 |\n| VgmCutOffDateTime | VGM\uff08\u7dcf\u91cd\u91cf\u306e\u78ba\u5b9a\u5024\uff09\u306e\u7de0\u5207\u306e\u65e5\u6642 |\n| ContainerTypeAndQuantity | \u30b3\u30f3\u30c6\u30ca\u306e\u7a2e\u985e\u3068\u672c\u6570 |\n| EmptyPickupPlace | \u7a7a\u30b3\u30f3\u30c6\u30ca\u306e\u5f15\u304d\u53d6\u308a\u5834\u6240 |\n| ReturnTerminal | \u642c\u5165\u5148\u306e\u30bf\u30fc\u30df\u30ca\u30eb |\n| BookingIssueDate | \u78ba\u8a8d\u66f8\u306e\u767a\u884c\u65e5 |\n| Remarks | \u5099\u8003 |\n\n**\u53f0\u5e33\u306e\u73fe\u5728\u306e\u5024\u306f\u3001\u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u3067\u5f15\u304d\u307e\u3059\u3002** \u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u304c\u8aad\u3081\u306a\u304b\u3063\u305f\u3068\u304d\u306b\u3001\u672c\u8239\u540d\u3068\u51fa\u6e2f\u4e88\u5b9a\u65e5\u3067\u63a2\u3059\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002**\u540c\u3058\u672c\u8239\u306b\u8907\u6570\u306e\u30d6\u30c3\u30ad\u30f3\u30b0\u304c\u3042\u308b\u306e\u3067\u3001\u53d6\u308a\u9055\u3048\u307e\u3059\u3002**","preprocessing":"1. **\u9001\u308a\u4e3b\u306e\u7279\u5b9a** \u2026 \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u304b\u3089\u9001\u308a\u4e3b\u306e\u4e00\u89a7\u3092\u5f15\u304d\u3001\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u306e\u578b\u3092\u6c7a\u3081\u307e\u3059\u3002\u4e00\u89a7\u306b\u7121\u3044\u9001\u308a\u4e3b\u306f\u300c\u9001\u308a\u4e3b\u672a\u767b\u9332\u300d\u3067\u4eba\u306b\u56de\u3057\u307e\u3059\n2. **\u6dfb\u4ed8\u306e\u9078\u5225** \u2026 \u78ba\u8a8d\u66f8\u4ee5\u5916\u306e\u6dfb\u4ed8\uff08\u4f1a\u793e\u6848\u5185\u3001\u7d04\u6b3e\u306e\u629c\u7c8b\u3001\u7f72\u540d\u306e\u753b\u50cf\uff09\u3092\u5916\u3057\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u540d\u3068\u30da\u30fc\u30b8\u6570\u3067\u9078\u3073\u3001\u8ff7\u3046\u3082\u306e\u306f\u8aad\u307f\u53d6\u3063\u3066\u9805\u76ee\u304c\u307b\u3068\u3093\u3069\u53d6\u308c\u306a\u3051\u308c\u3070\u5916\u3057\u307e\u3059\n3. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u30ed\u30c3\u30af\u3055\u308c\u305fPDF\u306f\u3001\u63d0\u51fa\u524d\u306b\u89e3\u9664\u304c\u5fc5\u8981\u3067\u3059\u3002\u89e3\u9664\u3067\u304d\u306a\u3044\u3082\u306e\u306f\u9001\u308a\u4e3b\u306b\u4f9d\u983c\u3057\u307e\u3059\n4. **\u30da\u30fc\u30b8\u306e\u7d5e\u308a\u8fbc\u307f** \u2026 \u78ba\u8a8d\u66f8\u306e\u5f8c\u308d\u306b\u7d04\u6b3e\u304c\u4f55\u30da\u30fc\u30b8\u3082\u4ed8\u3044\u3066\u3044\u308b\u69d8\u5f0f\u306f\u3001`pages` \u3067\u78ba\u8a8d\u66f8\u306e\u30da\u30fc\u30b8\u3060\u3051\u3092\u8aad\u307f\u307e\u3059\n5. **\u540c\u3058\u7248\u306e\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u30fb\u540c\u3058\u767a\u884c\u65e5\u306ePDF\u304c\u4e8c\u5ea6\u5c4a\u3044\u305f\u3089\u30012\u901a\u76ee\u306f\u8aad\u307f\u53d6\u3089\u305a\u306b\u8a18\u9332\u3060\u3051\u6b8b\u3057\u307e\u3059\n\n\u8aad\u307f\u53d6\u3063\u305f\u5f8c\u306e\u66f8\u5f0f\u306e\u7d71\u4e00\u306f\u3001\u6b21\u306e\u6c7a\u307e\u308a\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u5bfe\u8c61 | \u6c7a\u307e\u308a |\n|:--|:--|\n| \u65e5\u4ed8\u306e\u9806\u5e8f | \u9001\u308a\u4e3b\u306e\u4e00\u89a7\u306e\u578b\uff08\u5e74\u6708\u65e5\uff0f\u65e5\u6708\u5e74\uff0f\u6708\u65e5\u5e74\uff09\u3067\u89e3\u91c8\u3059\u308b |\n| \u5e74\u306e\u7121\u3044\u65e5\u4ed8 | \u78ba\u8a8d\u66f8\u306e\u767a\u884c\u65e5\u4ee5\u964d\u3067\u6700\u3082\u8fd1\u3044\u65e5\u4ed8\u306b\u3057\u3001\u51fa\u6e2f\u4e88\u5b9a\u65e5\u3088\u308a\u5f8c\u306e\u7de0\u5207\u306f `ambiguous` |\n| \u6642\u523b | \u300c12:00\u300d\u300cNOON\u300d\u300c\u6b63\u5348\u300d\u3092\u305d\u308d\u3048\u308b\u3002\u6642\u523b\u306e\u7121\u3044\u7de0\u5207\u306f\u6642\u523b\u3092\u7a7a\u306b\u3059\u308b |\n| \u30b3\u30f3\u30c6\u30ca\u306e\u7a2e\u985e | \u300c40HC\u300d\u300c40' HQ\u300d\u300c40ft \u30cf\u30a4\u30ad\u30e5\u30fc\u30d6\u300d\u3092\u81ea\u793e\u306e\u7a2e\u985e\u30b3\u30fc\u30c9\u306b\u76f4\u3059 |\n| \u672c\u6570 | \u7a2e\u985e\u3054\u3068\u306b\u6574\u6570\u3067\u6301\u3064\u3002\u300c2\u00d740HC\uff0b1\u00d720GP\u300d\u306f2\u884c\u306b\u3059\u308b |\n\n**4\u756a\u76ee\u306f\u8cbb\u7528\u306b\u52b9\u304d\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u306f\u30da\u30fc\u30b8\u5358\u4f4d\u3067\u6570\u3048\u3089\u308c\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u9805\u76ee\u306f\u5225\u306e\u6599\u91d1\u4f53\u7cfb\u3067\u3059\u3002**\u88cf\u9762\u306e\u7d04\u6b3e\u307e\u3067\u6bce\u56de\u8aad\u3080\u3068\u3001\u78ba\u8a8d\u66f81\u901a\u306e\u8cbb\u7528\u304c\u4f55\u500d\u306b\u3082\u306a\u308a\u307e\u3059\u3002**","ai_processing":"**\u8aad\u307f\u53d6\u308a\u306f Azure AI Document Intelligence\u3001\u5024\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee\u306e\u88dc\u3044\u306f Azure OpenAI\u3001\u6bd4\u8f03\u3068\u632f\u308a\u5206\u3051\u306f Python \u3068\u5206\u3051\u307e\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u62c5\u5f53 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| 17\u9805\u76ee\u306e\u5024\u3068\u4fe1\u983c\u5ea6\u306e\u8aad\u307f\u53d6\u308a | Azure AI Document Intelligence | \u5024\u304c\u7121\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u3059 |\n| \u5024\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee\u3092\u5168\u6587\u304b\u3089\u63a2\u3059 | Azure OpenAI | \u5168\u6587\u306b\u7121\u3051\u308c\u3070 `not_found` |\n| \u65e5\u4ed8\u30fb\u672c\u6570\u30fb\u7a2e\u985e\u306e\u66f8\u5f0f\u306e\u7d71\u4e00 | Python | \u578b\u3067\u89e3\u91c8\u3067\u304d\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u53f0\u5e33\u306e\u73fe\u5728\u306e\u5024\u3068\u306e\u6bd4\u8f03 | Python | \u53f0\u5e33\u306b\u884c\u304c\u7121\u3051\u308c\u3070\u65b0\u898f |\n| \u5909\u66f4\u306e\u632f\u308a\u5206\u3051 | Python\uff08\u632f\u308a\u5206\u3051\u8868\uff09 | \u8868\u306b\u7121\u3044\u9805\u76ee\u306f\u300c\u8a18\u9332\u3060\u3051\u300d\u306b\u3057\u3066\u4eba\u3078 |\n\n**Azure OpenAI \u306b\u6e21\u3059\u306e\u306f\u3001\u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee\u306e\u540d\u524d\u3068\u5168\u6587\u3060\u3051\u3067\u3059\u3002** \u53d6\u308c\u305f\u9805\u76ee\u307e\u3067\u6e21\u3057\u3066\u300c\u78ba\u304b\u3081\u3066\u300d\u3068\u983c\u3080\u3068\u3001**\u4fe1\u983c\u5ea6\u306e\u9ad8\u3044\u5024\u3092\u66f8\u304d\u63db\u3048\u3066\u304d\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u65e5\u4ed8\u306e\u6708\u3068\u65e5\u306e\u9806\u5e8f\u306e\u63a8\u6e2c | \u9001\u308a\u4e3b\u306e\u578b\u3067\u6c7a\u3081\u308b\u3002\u63a8\u6e2c\u306f\u6708\u65e5\u306e\u5165\u308c\u9055\u3044\u3092\u751f\u3080 |\n| \u672c\u6570\u306e\u5408\u8a08\u30fb\u63db\u7b97 | \u300c2\u00d740HC\u300d\u3092\u300c2\u672c\u300d\u306b\u307e\u3068\u3081\u306a\u3044\u3002\u7a2e\u985e\u3054\u3068\u306b\u6301\u3064 |\n| \u5909\u66f4\u304c\u91cd\u8981\u304b\u3069\u3046\u304b\u306e\u5224\u65ad | \u632f\u308a\u5206\u3051\u8868\u3067\u6c7a\u3081\u308b |\n| \u53f0\u5e33\u3078\u306e\u76f4\u63a5\u306e\u66f8\u304d\u8fbc\u307f | \u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3066\u304b\u3089\u53cd\u6620\u3059\u308b |\n| \u672c\u8239\u540d\u306e\u8868\u8a18\u306e\u88dc\u6b63 | \u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u6301\u3064\u3002\u540d\u5bc4\u305b\u306f\u4e00\u89a7\u3067\u884c\u3046 |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c04\/10\u300d\u3092\u898b\u305f\u751f\u6210AI\u306f\u3001\u6587\u8108\u304b\u3089\u305d\u308c\u3089\u3057\u3044\u9806\u5e8f\u3092\u9078\u3073\u307e\u3059\u3002**\u9078\u3093\u3060\u6839\u62e0\u306f\u6b8b\u308a\u307e\u305b\u3093\u3002** \u65e5\u4ed8\u306e\u89e3\u91c8\u306f\u3001\u9001\u308a\u4e3b\u3054\u3068\u306e\u578b\u3068\u3044\u3046\u6c7a\u307e\u3063\u305f\u898f\u5247\u306b\u7f6e\u304d\u307e\u3059\u3002","prompt_example":"\u5024\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee\u3092\u3001Azure OpenAI \u306b\u5168\u6587\u304b\u3089\u63a2\u3055\u305b\u308b\u3068\u304d\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u8f38\u51fa\u696d\u52d9\u306e\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u4e0b\u306e\u3010\u78ba\u8a8d\u66f8\u306e\u5168\u6587\u3011\u306f\u3001\u8239\u4f1a\u793e\u307e\u305f\u306f\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u304b\u3089\u5c4a\u3044\u305f\n\u30d6\u30c3\u30ad\u30f3\u30b0\u78ba\u8a8d\u66f8\u3092OCR\u3067\u8aad\u307f\u53d6\u3063\u305f\u3082\u306e\u3067\u3059\u3002\u65e5\u672c\u8a9e\u3068\u82f1\u8a9e\u304c\u6df7\u5728\u3057\u3066\u3044\u307e\u3059\u3002\n\u3010\u63a2\u3059\u9805\u76ee\u3011\u306b\u6319\u3052\u305f\u9805\u76ee\u3060\u3051\u306b\u3064\u3044\u3066\u3001\u5168\u6587\u306e\u4e2d\u304b\u3089\u5024\u3092\u63a2\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5168\u6587\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u6587\u5b57\u5217\u3092\u3001\u305d\u306e\u307e\u307e value \u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u3092\u76f4\u3059\u3001\u6708\u3068\u65e5\u3092\u5165\u308c\u66ff\u3048\u308b\u3001\u5e74\u3092\u88dc\u3046\u3053\u3068\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u898b\u3064\u304b\u3089\u306a\u3044\u9805\u76ee\u306f status \u3092 not_found \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5019\u88dc\u304c2\u3064\u4ee5\u4e0a\u3042\u3063\u30661\u3064\u306b\u6c7a\u3081\u3089\u308c\u306a\u3044\u5834\u5408\u306f\u3001status \u3092 ambiguous \u306b\u3057\u3001\n  candidates \u306b\u3059\u3079\u3066\u306e\u5019\u88dc\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4f8b\uff1a\u642c\u5165\u7de0\u5207\u304c2\u304b\u6240\u306b\u9055\u3046\u65e5\u4ed8\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u3002\n- \u5024\u306e\u6839\u62e0\u306b\u3057\u305f\u884c\u3092 evidence \u306b\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u3010\u63a2\u3059\u9805\u76ee\u3011\u4ee5\u5916\u306e\u9805\u76ee\u306b\u3064\u3044\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5909\u66f4\u304c\u3042\u3063\u305f\u304b\u3069\u3046\u304b\u3001\u91cd\u8981\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u63a2\u3059\u9805\u76ee\u3011{missing_fields}\n\u3010\u9805\u76ee\u306e\u8aac\u660e\u3068\u3001\u78ba\u8a8d\u66f8\u3067\u306e\u547c\u3073\u65b9\u306e\u4f8b\u3011{field_glossary}\n\u3010\u78ba\u8a8d\u66f8\u306e\u5168\u6587\u3011{content}\n```\n\n**\u300c\u5e74\u3092\u88dc\u308f\u306a\u3044\u300d\u3092\u66f8\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u5e74\u3092\u307e\u305f\u3050\u6642\u671f\u306e\u78ba\u8a8d\u66f8\u306e\u305f\u3081\u3067\u3059\u3002** 12\u6708\u306b\u5c4a\u3044\u305f\u78ba\u8a8d\u66f8\u306e\u300cJAN 08\u300d\u306b\u3001\u751f\u6210AI\u306f\u5c4a\u3044\u305f\u5e74\u3092\u88dc\u3044\u307e\u3059\u3002**\u5e74\u306e\u88dc\u3044\u65b9\u306f\u3001\u51fa\u6e2f\u4e88\u5b9a\u65e5\u3068\u306e\u524d\u5f8c\u95a2\u4fc2\u3067 Python \u304c\u6c7a\u3081\u307e\u3059\u3002**\n\n**\u300c\u5019\u88dc\u304c2\u3064\u4ee5\u4e0a\u306a\u3089 ambiguous\u300d\u3082\u5927\u4e8b\u3067\u3059\u3002** \u5dee\u3057\u66ff\u3048\u7248\u306b\u306f\u3001**\u65e7\u3044\u7de0\u5207\u304c\u53d6\u308a\u6d88\u3057\u7dda\u3067\u6b8b\u308a\u3001\u65b0\u3057\u3044\u7de0\u5207\u304c\u6a2a\u306b\u66f8\u304b\u308c\u3066\u3044\u308b**\u69d8\u5f0f\u304c\u3042\u308a\u307e\u3059\u3002OCR\u306b\u306f\u53d6\u308a\u6d88\u3057\u7dda\u304c\u898b\u3048\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u3001\u7247\u65b9\u3060\u3051\u3092\u9078\u3070\u305b\u308b\u3068\u65e7\u3044\u65e5\u4ed8\u3092\u62fe\u3044\u307e\u3059\u3002","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"booking_number\": \"\",\n  \"fields\": [\n    { \"name\": \"CyCutOffDateTime\", \"value\": \"\", \"status\": \"found | not_found | ambiguous\",\n      \"candidates\": [], \"evidence\": \"\" }\n  ]\n}\n```\n\nAzure OpenAI \u306e Structured Outputs \u3067\u5f62\u3092\u56fa\u5b9a\u3057\u307e\u3059\u3002**\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3057\u3001`additionalProperties` \u3092 `false` \u306b\u3059\u308b**\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u3066\u3001`status` \u306b\u6c7a\u3081\u3066\u3044\u306a\u3044\u5024\u304c\u8fd4\u3063\u3066\u3053\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\nPython \u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u306e\u7d50\u679c\u3068\u5408\u308f\u305b\u3066\u3001\u53f0\u5e33\u3068\u6bd4\u3079\u308b\u5f62\u306b\u305d\u308d\u3048\u307e\u3059\u3002\n\n| \u5217 | \u4e2d\u8eab |\n|:--|:--|\n| \u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7 | \u53f0\u5e33\u3092\u5f15\u304f\u30ad\u30fc |\n| \u9805\u76ee | 17\u9805\u76ee\u306e\u3069\u308c\u304b |\n| \u78ba\u8a8d\u66f8\u306e\u5024\uff08\u305d\u308d\u3048\u305f\u5f8c\uff09 | \u65e5\u4ed8\u306f `YYYY-MM-DD HH:MM`\u3001\u672c\u6570\u306f\u7a2e\u985e\u3054\u3068 |\n| \u78ba\u8a8d\u66f8\u306e\u5024\uff08\u5143\u306e\u6587\u5b57\u5217\uff09 | \u8aad\u307f\u53d6\u3063\u305f\u307e\u307e\u306e\u6587\u5b57\u5217 |\n| \u4fe1\u983c\u5ea6 | \u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u3002\u88dc\u3063\u305f\u9805\u76ee\u306f\u7a7a |\n| \u53d6\u308a\u65b9 | \u554f\u3044\u5408\u308f\u305b\u306e\u9805\u76ee\uff0f\u30c6\u30fc\u30d6\u30eb\uff0f\u751f\u6210AI\u306e\u88dc\u3044 |\n| \u53f0\u5e33\u306e\u73fe\u5728\u306e\u5024 | \u6bd4\u3079\u308b\u76f8\u624b |\n| \u5909\u66f4 | \u306a\u3057\uff0f\u3042\u308a |\n| \u632f\u308a\u5206\u3051 | \u6bb5\u53d6\u308a\u306b\u97ff\u304f\uff0f\u8a18\u9332\u3060\u3051 |\n\n**\u5143\u306e\u6587\u5b57\u5217\u3092\u6b8b\u3059\u306e\u306f\u3001\u66f8\u5f0f\u3092\u305d\u308d\u3048\u308b\u51e6\u7406\u306e\u8aa4\u308a\u3092\u4eba\u304c\u898b\u3064\u3051\u308b\u305f\u3081\u3067\u3059\u3002** \u305d\u308d\u3048\u305f\u5f8c\u306e\u5024\u3060\u3051\u3060\u3068\u3001**\u6708\u65e5\u306e\u5165\u308c\u9055\u3044\u304c\u8d77\u304d\u3066\u3082\u3001\u6574\u3063\u305f\u65e5\u4ed8\u306b\u898b\u3048\u307e\u3059\u3002**\n\n**\u300c\u53d6\u308a\u65b9\u300d\u306e\u5217\u3067\u3001\u751f\u6210AI\u304c\u88dc\u3063\u305f\u5024\u3092\u5206\u3051\u307e\u3059\u3002** \u88dc\u3063\u305f\u5024\u306f\u3001\u4fe1\u983c\u5ea6\u306b\u304b\u304b\u308f\u3089\u305a\u4eba\u304c\u78ba\u304b\u3081\u308b\u5bfe\u8c61\u306b\u3057\u307e\u3059\u3002\n\n\u5909\u66f4\u306e\u632f\u308a\u5206\u3051\u8868\u306f\u3001\u305f\u3068\u3048\u3070\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n| \u9805\u76ee | \u5909\u308f\u3063\u305f\u3068\u304d | \u77e5\u3089\u305b\u308b\u76f8\u624b |\n|:--|:--|:--|\n| \u672c\u8239\u540d\u30fb\u822a\u6d77\u756a\u53f7 | \u6bb5\u53d6\u308a\u306b\u97ff\u304f | \u62c5\u5f53\u8005\u3001\u30c9\u30ec\u30fc\u30b8\u306e\u624b\u914d\u62c5\u5f53\u3001\u901a\u95a2\u696d\u8005\u306e\u7a93\u53e3 |\n| \u642c\u5165\u7de0\u5207 | \u7e70\u308a\u4e0a\u3052\u306a\u3089\u6bb5\u53d6\u308a\u306b\u97ff\u304f\u3001\u7e70\u308a\u4e0b\u3052\u306a\u3089\u8a18\u9332\u3060\u3051 | \u62c5\u5f53\u8005\u3001\u30c9\u30ec\u30fc\u30b8\u306e\u624b\u914d\u62c5\u5f53 |\n| \u30b3\u30f3\u30c6\u30ca\u306e\u7a2e\u985e\u3068\u672c\u6570 | \u6bb5\u53d6\u308a\u306b\u97ff\u304f | \u62c5\u5f53\u8005\u3001\u5de5\u5834\u306e\u51fa\u8377\u62c5\u5f53 |\n| \u642c\u5165\u5148\u306e\u30bf\u30fc\u30df\u30ca\u30eb\u30fb\u7a7a\u30b3\u30f3\u30c6\u30ca\u306e\u5f15\u304d\u53d6\u308a\u5834\u6240 | \u6bb5\u53d6\u308a\u306b\u97ff\u304f | \u62c5\u5f53\u8005\u3001\u30c9\u30ec\u30fc\u30b8\u306e\u624b\u914d\u62c5\u5f53 |\n| \u51fa\u6e2f\u4e88\u5b9a\u65e5 | 2\u65e5\u4ee5\u4e0a\u306e\u5909\u66f4\u306a\u3089\u6bb5\u53d6\u308a\u306b\u97ff\u304f | \u62c5\u5f53\u8005 |\n| \u5099\u8003 | \u8a18\u9332\u3060\u3051\u3002\u6587\u5b57\u5217\u304c\u5909\u308f\u3063\u305f\u3089\u62c5\u5f53\u8005\u304c\u8aad\u3080 | \u62c5\u5f53\u8005 |","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5171\u6709\u30a2\u30c9\u30ec\u30b9 | Power Automate \u306e\u30e1\u30fc\u30eb\u53d7\u4fe1 | \u6dfb\u4ed8\u3092\u53d7\u4fe1\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58 |\n| Azure AI Document Intelligence | API\u547c\u3073\u51fa\u3057 | \u30ec\u30a4\u30a2\u30a6\u30c8\u3068\u554f\u3044\u5408\u308f\u305b\u306e\u9805\u76ee |\n| Azure OpenAI | API\u547c\u3073\u51fa\u3057 | \u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee\u3092\u5168\u6587\u304b\u3089\u63a2\u3059 |\n| \u8f38\u51fa\u6848\u4ef6\u306e\u53f0\u5e33 | Python \u306e\u8aad\u307f\u53d6\u308a\u3068\u3001\u4e0b\u66f8\u304d\u306e\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u8fbc\u307f | \u73fe\u5728\u306e\u5024\u3068\u306e\u6bd4\u8f03 |\n| Teams | Power Automate \u306e\u6295\u7a3f | \u6bb5\u53d6\u308a\u306b\u97ff\u304f\u5909\u66f4\u306e\u901a\u77e5 |\n\n**\u53f0\u5e33\u305d\u306e\u3082\u306e\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u66f8\u304f\u306e\u306f\u4e0b\u66f8\u304d\u306e\u30b7\u30fc\u30c8\u307e\u3067\u3067\u3001\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3066\u53cd\u6620\u3057\u307e\u3059\u3002**\u53f0\u5e33\u306f\u7269\u6d41\u90e8\u306e\u5168\u54e1\u304c\u898b\u3066\u624b\u914d\u3092\u6c7a\u3081\u308b\u5834\u6240\u3067\u3001\u672a\u78ba\u8a8d\u306e\u5024\u304c\u5165\u308b\u3068\u5f8c\u308d\u306e\u5de5\u7a0b\u304c\u305d\u308c\u3092\u4fe1\u3058\u3066\u52d5\u304d\u307e\u3059\u3002**","human_review":"**\u62c5\u5f53\u8005\u304c\u898b\u308b\u306e\u306f\u3001\u6b21\u306e\u3069\u308c\u304b\u306b\u5f53\u305f\u308b\u9805\u76ee\u3060\u3051\u3067\u3059\u3002**\n\n1. **\u6bb5\u53d6\u308a\u306b\u97ff\u304f\u5909\u66f4\u304c\u3042\u3063\u305f\u9805\u76ee** \u2026 \u78ba\u8a8d\u66f8\u306e\u8a72\u5f53\u7b87\u6240\u3068\u3001\u53f0\u5e33\u306e\u5024\u3092\u4e26\u3079\u3066\u898b\u307e\u3059\n2. **\u4fe1\u983c\u5ea6\u304c\u4f4e\u3044\u9805\u76ee** \u2026 \u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u304c\u6c7a\u3081\u305f\u5024\u3092\u4e0b\u56de\u308b\u9805\u76ee\n3. **\u751f\u6210AI\u304c\u88dc\u3063\u305f\u9805\u76ee\u3068\u3001`ambiguous` \u306e\u9805\u76ee** \u2026 \u5143\u306e\u6587\u5b57\u5217\u3068\u6839\u62e0\u306e\u884c\u3092\u898b\u307e\u3059\n4. **\u65b0\u898f\u306e\u30d6\u30c3\u30ad\u30f3\u30b0** \u2026 \u521d\u56de\u3060\u3051\u306f\u5168\u9805\u76ee\u3092\u6d41\u3057\u898b\u307e\u3059\n\n**\u4fe1\u983c\u5ea6\u306e\u57fa\u6e96\u5024\u306f\u3001\u6700\u521d\u306f\u9ad8\u3081\u306b\u7f6e\u304d\u307e\u3059\u3002** \u4fe1\u983c\u5ea6\u306f\u4e88\u6e2c\u304c\u6b63\u3057\u3044\u78ba\u7387\u306e\u63a8\u5b9a\u3067\u3001\u7cbe\u5ea6\u304c\u91cd\u8981\u306a\u5834\u9762\u3067\u306f\u81ea\u52d5\u3067\u53d7\u3051\u5165\u308c\u308b\u304b\u4eba\u306e\u78ba\u8a8d\u306b\u56de\u3059\u304b\u306e\u5224\u65ad\u306b\u4f7f\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u904b\u7528\u306e\u521d\u3081\u306e1\u304b\u6708\u306f\u3001\u4eba\u304c\u898b\u305f\u7d50\u679c\u3068\u4fe1\u983c\u5ea6\u3092\u4e26\u3079\u3066\u8a18\u9332\u3057\u3001\u57fa\u6e96\u5024\u3092\u6c7a\u3081\u76f4\u3057\u307e\u3059\u3002**\n\n**1\u756a\u76ee\u306f\u3001\u901a\u77e5\u3092\u53d7\u3051\u305f\u62c5\u5f53\u8005\u304c\u305d\u306e\u65e5\u306e\u3046\u3061\u306b\u898b\u307e\u3059\u3002** \u5909\u66f4\u306e\u78ba\u8a8d\u304c\u9045\u308c\u308b\u3068\u3001\u901a\u77e5\u3057\u305f\u610f\u5473\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u901a\u77e5\u306b\u306f\u78ba\u8a8d\u66f8\u306ePDF\u3068\u3001\u5909\u308f\u3063\u305f\u9805\u76ee\u306e\u65b0\u65e7\u306e\u5024\u3092\u4e26\u3079\u3066\u8f09\u305b\u307e\u3059\u3002**\n\n**4\u756a\u76ee\u306e\u65b0\u898f\u3092\u5168\u9805\u76ee\u898b\u308b\u306e\u306f\u3001\u4ee5\u5f8c\u306e\u6bd4\u8f03\u306e\u57fa\u6e96\u306b\u306a\u308b\u304b\u3089\u3067\u3059\u3002** \u65b0\u898f\u306e\u78ba\u8a8d\u66f8\u3067\u53f0\u5e33\u306b\u5165\u3063\u305f\u5024\u304c\u3001\u5dee\u3057\u66ff\u3048\u7248\u3068\u6bd4\u3079\u308b\u76f8\u624b\u306b\u306a\u308a\u307e\u3059\u3002**\u6700\u521d\u306e\u5024\u304c\u8aa4\u3063\u3066\u3044\u308b\u3068\u3001\u4ee5\u5f8c\u306e\u6bd4\u8f03\u306f\u305a\u3063\u3068\u8aa4\u3063\u305f\u5024\u3068\u306e\u6bd4\u8f03\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001300\u901a\u3092\u306a\u3089\u3057\u30661\u901a2\u5206\u3067\u3059\u3002** \u5909\u66f4\u3082\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u9805\u76ee\u3082\u7121\u3044\u78ba\u8a8d\u66f8\u306f\u3001\u4e00\u89a7\u3067\u78ba\u304b\u3081\u308b\u3060\u3051\u306b\u306a\u308a\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u304c\u8aad\u3081\u306a\u3044 | \u53f0\u5e33\u3092\u5f15\u304b\u305a\u306b\u4eba\u3078\u3002\u672c\u8239\u540d\u3068\u65e5\u4ed8\u3067\u63a2\u3055\u306a\u3044 |\n| \u53f0\u5e33\u306b\u7121\u3044\u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u306e\u5dee\u3057\u66ff\u3048\u7248 | \u65b0\u898f\u3068\u3057\u3066\u4f5c\u3089\u305a\u3001\u4eba\u3078\u3002**\u756a\u53f7\u306e\u4ed8\u3051\u66ff\u3048\u3092\u7591\u3046** |\n| \u9001\u308a\u4e3b\u304c\u4e00\u89a7\u306b\u7121\u3044 | \u65e5\u4ed8\u306e\u578b\u304c\u6c7a\u307e\u3089\u306a\u3044\u306e\u3067\u3001\u4eba\u3078\u3002\u4e00\u89a7\u306b\u8db3\u3059 |\n| \u65e5\u4ed8\u304c\u578b\u3067\u89e3\u91c8\u3067\u304d\u306a\u3044 | `ambiguous` \u3068\u3057\u3066\u4eba\u3078 |\n| \u78ba\u8a8d\u66f8\u4ee5\u5916\u306e\u66f8\u985e\u3060\u3063\u305f | \u51e6\u7406\u6e08\u307f\u306b\u79fb\u3055\u305a\u3001\u5225\u306e\u30d5\u30a9\u30eb\u30c0\u3078\u3002\u4eba\u304c\u4ed5\u5206\u3051\u308b |\n| \u53d6\u308a\u6d88\u3057\u7dda\u306a\u3069\u3067\u5024\u304c2\u3064\u3042\u308b | `ambiguous`\u3002\u4eba\u304c\u65b0\u3057\u3044\u307b\u3046\u3092\u9078\u3076 |\n| 1\u901a\u306b\u8907\u6570\u306e\u30d6\u30c3\u30ad\u30f3\u30b0\u304c\u8f09\u3063\u3066\u3044\u308b | \u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u3054\u3068\u306b\u5206\u3051\u3066\u6bd4\u3079\u308b\u3002\u5206\u3051\u3089\u308c\u306a\u3051\u308c\u3070\u4eba\u3078 |\n| \u8aad\u307f\u53d6\u308a\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4fe1\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n\n**2\u884c\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8239\u4f1a\u793e\u306b\u3088\u3063\u3066\u306f\u3001\u672c\u8239\u306e\u5909\u66f4\u3067\u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u3092\u632f\u308a\u76f4\u3057\u307e\u3059\u3002**\u65b0\u898f\u3068\u3057\u3066\u53f0\u5e33\u306b\u884c\u3092\u4f5c\u308b\u3068\u3001\u540c\u3058\u8ca8\u7269\u306e\u884c\u304c2\u3064\u3067\u304d\u3001\u53e4\u3044\u884c\u306e\u7de0\u5207\u3067\u624b\u914d\u304c\u9032\u307f\u307e\u3059\u3002**","log_storage":"- \u5143\u306ePDF\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u9001\u308a\u4e3b\n- \u8aad\u307f\u53d6\u308a\u7d50\u679c\u306eJSON\u306e\u5168\u6587\n- \u751f\u6210AI\u304c\u88dc\u3063\u305f\u9805\u76ee\u3068\u3001\u305d\u306e\u6839\u62e0\u306e\u884c\n- \u6bd4\u8f03\u306e\u7d50\u679c\uff08\u9805\u76ee\u3054\u3068\u306e\u65b0\u65e7\u306e\u5024\u3068\u632f\u308a\u5206\u3051\uff09\n- \u901a\u77e5\u3057\u305f\u65e5\u6642\u3068\u76f8\u624b\n- \u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u305f\u65e5\u6642\u3068\u3001\u53f0\u5e33\u306b\u53cd\u6620\u3057\u305f\u5024\n\n**4\u3064\u76ee\u306e\u65b0\u65e7\u306e\u5024\u306f\u3001\u5f8c\u304b\u3089\u300c\u3044\u3064\u7de0\u5207\u304c\u5909\u308f\u3063\u305f\u306e\u304b\u300d\u3092\u7b54\u3048\u308b\u305f\u3081\u3067\u3059\u3002** \u642c\u5165\u304c\u9593\u306b\u5408\u308f\u306a\u304b\u3063\u305f\u3068\u304d\u3001**\u5909\u66f4\u306e\u78ba\u8a8d\u66f8\u304c\u3044\u3064\u5c4a\u304d\u3001\u3044\u3064\u8ab0\u306b\u77e5\u3089\u305b\u305f\u304b**\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u539f\u56e0\u3092\u8ffd\u3048\u307e\u305b\u3093\u3002\n\n**\u9001\u308a\u4e3b\u3054\u3068\u306e\u5909\u66f4\u306e\u56de\u6570\u3082\u96c6\u8a08\u3057\u307e\u3059\u3002** \u5dee\u3057\u66ff\u3048\u7248\u304c\u7279\u306b\u591a\u3044\u9001\u308a\u4e3b\u306f\u3001\u30d6\u30c3\u30ad\u30f3\u30b0\u306e\u6bb5\u968e\u3067\u306e\u6761\u4ef6\u306e\u8a70\u3081\u65b9\u3092\u898b\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\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":300,"assumption_workdays":20,"volume_month":300,"before_minutes_per_case":8,"after_minutes_per_case":2,"hourly_cost":3000,"before_hours_month":40,"after_hours_month":10,"saved_hours_month":30,"reduction_rate":75,"saved_hours_year":360,"annual_cost_effect":1080000,"summary":"\u8239\u4f1a\u793e\u3084\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u304b\u3089\u5c4a\u304f\u30d6\u30c3\u30ad\u30f3\u30b0\u78ba\u8a8d\u66f8\u306ePDF\u3092\u8aad\u307f\u53d6\u308a\u3001\u672c\u8239\u540d\u30fb\u822a\u6d77\u756a\u53f7\u30fb\u30ab\u30c3\u30c8\u65e5\u30fb\u30b3\u30f3\u30c6\u30ca\u306e\u672c\u6570\u306a\u3069\u3092\u8f38\u51fa\u6848\u4ef6\u306e\u53f0\u5e33\u306b\u8ee2\u8a18\u3057\u307e\u3059\u3002\u5dee\u3057\u66ff\u3048\u7248\u304c\u5c4a\u3044\u305f\u3068\u304d\u306f\u524d\u306e\u7248\u3068\u6bd4\u3079\u3001\u642c\u5165\u306e\u6bb5\u53d6\u308a\u306b\u97ff\u304f\u5909\u66f4\u3060\u3051\u3092\u62c5\u5f53\u306b\u77e5\u3089\u305b\u307e\u3059\u3002","before_flow":"1. \u30e1\u30fc\u30eb\u306b\u6dfb\u4ed8\u3055\u308c\u305f\u78ba\u8a8d\u66f8\u306ePDF\u3092\u958b\u304f\n2. \u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u3067\u53f0\u5e33\u306e\u884c\u3092\u63a2\u3059\u3002\u65b0\u898f\u306a\u3089\u884c\u3092\u4f5c\u308b\n3. \u672c\u8239\u540d\u3001\u822a\u6d77\u756a\u53f7\u3001\u7a4d\u307f\u5730\u3068\u63da\u3052\u5730\u3001\u51fa\u6e2f\u4e88\u5b9a\u65e5\u3001\u5404\u7a2e\u30ab\u30c3\u30c8\u65e5\u3001\u30b3\u30f3\u30c6\u30ca\u306e\u7a2e\u985e\u3068\u672c\u6570\u3001\u7a7a\u30b3\u30f3\u30c6\u30ca\u306e\u5f15\u304d\u53d6\u308a\u5834\u6240\u3001\u642c\u5165\u5148\u3092\u53f0\u5e33\u306b\u5199\u3059\n4. \u5dee\u3057\u66ff\u3048\u7248\u306a\u3089\u3001\u524d\u306e\u7248\u306ePDF\u3092\u958b\u3044\u3066\u898b\u6bd4\u3079\u3001\u5909\u308f\u3063\u305f\u9805\u76ee\u3092\u63a2\u3059\n5. 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PDF\u3092\u6848\u4ef6\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n\n**\uff08a\uff09\u69d8\u5f0f\u304c12\u793e\u5206\u3042\u308b\u3002** \u672c\u8239\u540d\u304c\u4e0a\u306b\u3042\u308b\u69d8\u5f0f\u3001\u8868\u306e\u4e2d\u306b\u3042\u308b\u69d8\u5f0f\u3001\u9805\u76ee\u540d\u304c\u300cVessel\u300d\u300c\u672c\u8239\u300d\u300cVSL\/VOY\u300d\u3068\u307e\u3061\u307e\u3061\u3067\u3059\u3002**\u30ab\u30c3\u30c8\u65e5\u306f\u300cCY CUT\u300d\u300c\u642c\u5165\u7de0\u5207\u300d\u300cClosing\u300d\u3068\u547c\u3073\u65b9\u304c\u9055\u3044\u3001\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u3082\u300c2026\/10\/14\u300d\u300c14-OCT-26\u300d\u300cOct 14\u300d\u3068\u63c3\u3044\u307e\u305b\u3093\u3002** \u5199\u3059\u305f\u3073\u306b\u8aad\u307f\u66ff\u3048\u3066\u3044\u307e\u3059\u3002\n\n**\uff08b\uff09\u5dee\u3057\u66ff\u3048\u7248\u306e\u5909\u66f4\u306b\u6c17\u3065\u304b\u306a\u3044\u3002** 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Automate\uff08\u30e1\u30fc\u30eb\u306e\u53d7\u4fe1\u3001\u30d5\u30a9\u30eb\u30c0\u3078\u306e\u4fdd\u5b58\u3001Teams \u3078\u306e\u901a\u77e5\uff09 | Make\u3001n8n |\n\n**\u8f38\u51fa\u6848\u4ef6\u306e\u53f0\u5e33\u306f\u3001\u65b0\u3057\u304f\u4f5c\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u4eca\u306e\u53f0\u5e33\u306b\u300c\u78ba\u8a8d\u66f8\u306e\u7248\u300d\u300c\u6700\u7d42\u78ba\u8a8d\u65e5\u6642\u300d\u300c\u5909\u66f4\u306e\u6709\u7121\u300d\u306e\u5217\u3092\u8db3\u3057\u3001**\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u66f8\u304f\u4e0b\u66f8\u304d\u306e\u30b7\u30fc\u30c8\u3092\u5225\u306b\u7f6e\u304f**\u306e\u304c\u6700\u521d\u306e\u6e96\u5099\u3067\u3059\u3002\u53f0\u5e33\u305d\u306e\u3082\u306e\u3078\u306e\u53cd\u6620\u306f\u3001\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3066\u304b\u3089\u884c\u3044\u307e\u3059\u3002\n\n**\u8aad\u307f\u53d6\u308a\u306e\u4e2d\u5fc3\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u3067\u3059\u3002** 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\u554f\u3044\u5408\u308f\u305b\u306e\u9805\u76ee\u306f\u3001\u8ffd\u52a0\u306e\u5b66\u7fd2\u306a\u3057\u306b\u62bd\u51fa\u3059\u308b\u9805\u76ee\u3092\u8db3\u305b\u308b\u30a2\u30c9\u30aa\u30f3\u306e\u6a5f\u80fd\u3067\u3001**1\u56de\u306e\u8981\u6c42\u3067\u6700\u592720\u9805\u76ee\u307e\u3067\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002** \u300cVesselName\u300d\u300cVoyageNumber\u300d\u300cCyCutOffDate\u300d\u306e\u3088\u3046\u306b\u9805\u76ee\u540d\u3092\u4ed8\u3051\u3066\u6e21\u3059\u3068\u3001**\u78ba\u8a8d\u66f8\u306e\u5074\u306e\u547c\u3073\u65b9\u304c\u300c\u672c\u8239\u300d\u3067\u3082\u300cVSL\u300d\u3067\u3082\u540c\u3058\u9805\u76ee\u3068\u3057\u3066\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002** \u305f\u3060\u3057\u554f\u3044\u5408\u308f\u305b\u306e\u9805\u76ee\u306f**\u307b\u304b\u306e\u30a2\u30c9\u30aa\u30f3\u3068\u306f\u5225\u306e\u6599\u91d1\u4f53\u7cfb\u306e\u30d7\u30ec\u30df\u30a2\u30e0\u306a\u6a5f\u80fd**\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u8cbb\u7528\u3092\u898b\u3066\u304b\u3089\u4f7f\u3046\u7bc4\u56f2\u3092\u6c7a\u3081\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8f38\u51fa\u8ab2\u306e\u5171\u6709\u30a2\u30c9\u30ec\u30b9\u306b\u30e1\u30fc\u30eb\u304c\u5c4a\u3044\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u62c5\u5f53\u8005\u306e\u500b\u4eba\u306e\u30a2\u30c9\u30ec\u30b9\u306b\u5c4a\u304f\u78ba\u8a8d\u66f8\u306f\u3001**\u8239\u4f1a\u793e\u3068\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u306b\u9001\u308a\u5148\u3092\u5171\u6709\u30a2\u30c9\u30ec\u30b9\u3078\u5909\u3048\u3066\u3082\u3089\u3044\u307e\u3059\u3002** \u5909\u3048\u3066\u3082\u3089\u3048\u306a\u3044\u76f8\u624b\u306e\u5206\u306f\u3001\u500b\u4eba\u306e\u30a2\u30c9\u30ec\u30b9\u304b\u3089\u5171\u6709\u30a2\u30c9\u30ec\u30b9\u3078\u306e\u81ea\u52d5\u8ee2\u9001\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002**\u78ba\u8a8d\u66f8\u304c\u62c5\u5f53\u8005\u306e\u4e0d\u5728\u3067\u6b62\u307e\u3089\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u6700\u521d\u306e\u52b9\u679c\u3067\u3059\u3002**\n\nPower Automate \u304c\u30e1\u30fc\u30eb\u3092\u53d7\u3051\u53d6\u3063\u305f\u3089\u3001\u6dfb\u4ed8\u306ePDF\u3092\u53d7\u4fe1\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3057\u3001\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u307e\u3059\u3002**1\u65e51\u56de\u306e\u5b9a\u6642\u51e6\u7406\u306b\u306f\u3057\u307e\u305b\u3093\u3002** 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\u300c\u672c\u8239\u9045\u5ef6\u306e\u305f\u3081\u642c\u5165\u7de0\u5207\u3092\u5909\u66f4\u3057\u307e\u3059\u300d\u3068\u3044\u3063\u305f\u9023\u7d61\u304c\u3001\u78ba\u8a8d\u66f8\u306e\u5dee\u3057\u66ff\u3048\u3088\u308a\u5148\u306b**\u30e1\u30fc\u30eb\u672c\u6587\u3060\u3051\u3067\u5c4a\u304f**\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u69cb\u6210\u306f\u6dfb\u4ed8\u306ePDF\u3092\u8aad\u3080\u3082\u306e\u306a\u306e\u3067\u3001\u672c\u6587\u3060\u3051\u306e\u30e1\u30fc\u30eb\u306f\u8aad\u307f\u53d6\u308a\u306e\u5bfe\u8c61\u5916\u3067\u3059\u3002**\u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u3092\u542b\u307f\u6dfb\u4ed8\u306e\u7121\u3044\u30e1\u30fc\u30eb\u306f\u3001\u300c\u672c\u6587\u306e\u307f\u306e\u9023\u7d61\u300d\u3068\u3057\u3066\u62c5\u5f53\u8005\u306b\u8ee2\u9001\u3059\u308b**\u30eb\u30fc\u30eb\u3060\u3051\u3092 Power Automate \u306b\u7f6e\u304d\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u78ba\u8a8d\u66f8\u306ePDF | \u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u3001\u672c\u8239\u540d\u3001\u822a\u6d77\u756a\u53f7\u3001\u7a4d\u307f\u5730\u30fb\u63da\u3052\u5730\u3001\u51fa\u6e2f\u4e88\u5b9a\u65e5\u3001\u5404\u7a2e\u30ab\u30c3\u30c8\u65e5\u3001\u30b3\u30f3\u30c6\u30ca\u306e\u7a2e\u985e\u3068\u672c\u6570\u3001\u7a7a\u30b3\u30f3\u30c6\u30ca\u306e\u5f15\u304d\u53d6\u308a\u5834\u6240\u3001\u642c\u5165\u5148\u3001\u5099\u8003 | \u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u6587\u3001\u30c6\u30fc\u30d6\u30eb\u3068\u30bb\u30eb\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u9805\u76ee\u306e\u5024\u3001\u5358\u8a9e\u3054\u3068\u306e\u4fe1\u983c\u5ea6 | Azure AI Document Intelligence |\n| \u53f0\u5e33\u306e\u73fe\u5728\u306e\u5024 | \u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u3054\u3068\u306e\u3001\u3044\u307e\u53f0\u5e33\u306b\u3042\u308b\u5404\u9805\u76ee\u306e\u5024\u3068\u3001\u6700\u5f8c\u306b\u53cd\u6620\u3057\u305f\u78ba\u8a8d\u66f8\u306e\u7248 | \u8f38\u51fa\u6848\u4ef6\u306e\u53f0\u5e33 |\n| \u9001\u308a\u4e3b\u306e\u4e00\u89a7 | \u8239\u4f1a\u793e\u30fb\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u3054\u3068\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3001\u78ba\u8a8d\u66f8\u306e\u8a00\u8a9e\u3001\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u306e\u578b | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n| \u5909\u66f4\u306e\u632f\u308a\u5206\u3051\u8868 | \u9805\u76ee\u3054\u3068\u306b\u3001\u5909\u308f\u3063\u305f\u3089\u6bb5\u53d6\u308a\u306b\u97ff\u304f\u304b\u3001\u8a18\u9332\u3060\u3051\u304b | \u8f38\u51fa\u8ab2\u3067\u6c7a\u3081\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u9001\u308a\u4e3b\u306e\u4e00\u89a7\u306e\u300c\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u306e\u578b\u300d\u3067\u3059\u3002** \u300c10\/14\/2026\u300d\u306f\u7c73\u56fd\u5f0f\u306a\u308910\u670814\u65e5\u3067\u3059\u304c\u3001**\u300c04\/10\/2026\u300d\u306f\u65e5\u30fb\u6708\u306e\u9806\u306a\u308910\u67084\u65e5\u3001\u6708\u30fb\u65e5\u306e\u9806\u306a\u30894\u670810\u65e5\u3067\u3059\u3002** \u78ba\u8a8d\u66f8\u306e\u4e0a\u3067\u306f\u533a\u5225\u304c\u3064\u304d\u307e\u305b\u3093\u3002**\u9001\u308a\u4e3b\u3054\u3068\u306b\u578b\u3092\u6c7a\u3081\u3066\u304a\u304d\u3001\u66f8\u5f0f\u3092\u305d\u308d\u3048\u308b\u3068\u304d\u306b\u4f7f\u3044\u307e\u3059\u3002**\n\n**\u5909\u66f4\u306e\u632f\u308a\u5206\u3051\u8868\u306f\u3001\u8f38\u51fa\u8ab2\u3067\u6c7a\u3081\u307e\u3059\u3002** 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\u8a00\u8a9e\u306f\u6307\u5b9a\u3057\u307e\u305b\u3093\u3002**\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u8a00\u8a9e\u3092\u78ba\u4fe1\u3057\u3066\u3044\u306a\u3044\u9650\u308a\u3001\u8a00\u8a9e\u30b3\u30fc\u30c9\u3092\u6307\u5b9a\u3057\u306a\u3044\u3053\u3068**\u304c\u52e7\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u65e5\u82f1\u304c\u6df7\u5728\u3059\u308b\u884c\u3082\u542b\u3081\u3066\u3001\u8a00\u8a9e\u306e\u6307\u5b9a\u306a\u3057\u3067\u62bd\u51fa\u3055\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u554f\u3044\u5408\u308f\u305b\u306e\u9805\u76ee\u306e\u5024 | \u554f\u3044\u5408\u308f\u305b\u306e\u9805\u76ee\u306e\u8fd4\u5374 | \u672c\u8239\u540d\u3001\u822a\u6d77\u756a\u53f7\u3001\u30ab\u30c3\u30c8\u65e5\u306a\u3069\u3001\u53f0\u5e33\u306e\u5217\u306b\u5f53\u305f\u308b\u5024 |\n| \u30c6\u30fc\u30d6\u30eb\u3068\u30bb\u30eb | \u30ec\u30a4\u30a2\u30a6\u30c8\u306e `tables` | \u30b3\u30f3\u30c6\u30ca\u306e\u7a2e\u985e\u3068\u672c\u6570\u3001\u8907\u6570\u306e\u642c\u5165\u5148 |\n| \u5358\u8a9e\u3054\u3068\u306e\u4fe1\u983c\u5ea6 | \u30ec\u30a4\u30a2\u30a6\u30c8\u306e `words` | \u4eba\u304c\u78ba\u304b\u3081\u308b\u9805\u76ee\u306e\u9078\u5225 |\n| \u5168\u6587 | \u30ec\u30a4\u30a2\u30a6\u30c8\u306e `content` | \u5024\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee\u3092\u63a2\u3059\u6750\u6599 |\n\n**\u554f\u3044\u5408\u308f\u305b\u306e\u9805\u76ee\u306f\u3001\u6b21\u306e17\u9805\u76ee\u306b\u3057\u307e\u3059\u3002** \u4e0a\u9650\u306e20\u9805\u76ee\u306b\u53ce\u3081\u3001**\u53f0\u5e33\u306e\u5217\u30681\u5bfe1\u306b\u3057\u307e\u3059\u3002**\n\n| \u9805\u76ee\u540d | \u5185\u5bb9 |\n|:--|:--|\n| BookingNumber | \u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7 |\n| CarrierName | \u8239\u4f1a\u793e |\n| VesselName | \u672c\u8239\u540d |\n| VoyageNumber | \u822a\u6d77\u756a\u53f7 |\n| PortOfLoading \/ PortOfDischarge | \u7a4d\u307f\u5730\uff0f\u63da\u3052\u5730 |\n| Etd \/ Eta | \u51fa\u6e2f\u4e88\u5b9a\u65e5\uff0f\u5230\u7740\u4e88\u5b9a\u65e5 |\n| CyOpenDate | \u642c\u5165\u958b\u59cb\u65e5 |\n| CyCutOffDateTime | \u642c\u5165\u7de0\u5207\u306e\u65e5\u6642 |\n| DocCutOffDateTime | \u66f8\u985e\u306e\u7de0\u5207\u306e\u65e5\u6642 |\n| VgmCutOffDateTime | VGM\uff08\u7dcf\u91cd\u91cf\u306e\u78ba\u5b9a\u5024\uff09\u306e\u7de0\u5207\u306e\u65e5\u6642 |\n| ContainerTypeAndQuantity | \u30b3\u30f3\u30c6\u30ca\u306e\u7a2e\u985e\u3068\u672c\u6570 |\n| EmptyPickupPlace | \u7a7a\u30b3\u30f3\u30c6\u30ca\u306e\u5f15\u304d\u53d6\u308a\u5834\u6240 |\n| ReturnTerminal | \u642c\u5165\u5148\u306e\u30bf\u30fc\u30df\u30ca\u30eb |\n| BookingIssueDate | \u78ba\u8a8d\u66f8\u306e\u767a\u884c\u65e5 |\n| Remarks | \u5099\u8003 |\n\n**\u53f0\u5e33\u306e\u73fe\u5728\u306e\u5024\u306f\u3001\u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u3067\u5f15\u304d\u307e\u3059\u3002** \u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u304c\u8aad\u3081\u306a\u304b\u3063\u305f\u3068\u304d\u306b\u3001\u672c\u8239\u540d\u3068\u51fa\u6e2f\u4e88\u5b9a\u65e5\u3067\u63a2\u3059\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002**\u540c\u3058\u672c\u8239\u306b\u8907\u6570\u306e\u30d6\u30c3\u30ad\u30f3\u30b0\u304c\u3042\u308b\u306e\u3067\u3001\u53d6\u308a\u9055\u3048\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u9001\u308a\u4e3b\u306e\u7279\u5b9a** \u2026 \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u304b\u3089\u9001\u308a\u4e3b\u306e\u4e00\u89a7\u3092\u5f15\u304d\u3001\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u306e\u578b\u3092\u6c7a\u3081\u307e\u3059\u3002\u4e00\u89a7\u306b\u7121\u3044\u9001\u308a\u4e3b\u306f\u300c\u9001\u308a\u4e3b\u672a\u767b\u9332\u300d\u3067\u4eba\u306b\u56de\u3057\u307e\u3059\n2. **\u6dfb\u4ed8\u306e\u9078\u5225** \u2026 \u78ba\u8a8d\u66f8\u4ee5\u5916\u306e\u6dfb\u4ed8\uff08\u4f1a\u793e\u6848\u5185\u3001\u7d04\u6b3e\u306e\u629c\u7c8b\u3001\u7f72\u540d\u306e\u753b\u50cf\uff09\u3092\u5916\u3057\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u540d\u3068\u30da\u30fc\u30b8\u6570\u3067\u9078\u3073\u3001\u8ff7\u3046\u3082\u306e\u306f\u8aad\u307f\u53d6\u3063\u3066\u9805\u76ee\u304c\u307b\u3068\u3093\u3069\u53d6\u308c\u306a\u3051\u308c\u3070\u5916\u3057\u307e\u3059\n3. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u30ed\u30c3\u30af\u3055\u308c\u305fPDF\u306f\u3001\u63d0\u51fa\u524d\u306b\u89e3\u9664\u304c\u5fc5\u8981\u3067\u3059\u3002\u89e3\u9664\u3067\u304d\u306a\u3044\u3082\u306e\u306f\u9001\u308a\u4e3b\u306b\u4f9d\u983c\u3057\u307e\u3059\n4. **\u30da\u30fc\u30b8\u306e\u7d5e\u308a\u8fbc\u307f** \u2026 \u78ba\u8a8d\u66f8\u306e\u5f8c\u308d\u306b\u7d04\u6b3e\u304c\u4f55\u30da\u30fc\u30b8\u3082\u4ed8\u3044\u3066\u3044\u308b\u69d8\u5f0f\u306f\u3001`pages` \u3067\u78ba\u8a8d\u66f8\u306e\u30da\u30fc\u30b8\u3060\u3051\u3092\u8aad\u307f\u307e\u3059\n5. **\u540c\u3058\u7248\u306e\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u30fb\u540c\u3058\u767a\u884c\u65e5\u306ePDF\u304c\u4e8c\u5ea6\u5c4a\u3044\u305f\u3089\u30012\u901a\u76ee\u306f\u8aad\u307f\u53d6\u3089\u305a\u306b\u8a18\u9332\u3060\u3051\u6b8b\u3057\u307e\u3059\n\n\u8aad\u307f\u53d6\u3063\u305f\u5f8c\u306e\u66f8\u5f0f\u306e\u7d71\u4e00\u306f\u3001\u6b21\u306e\u6c7a\u307e\u308a\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u5bfe\u8c61 | \u6c7a\u307e\u308a |\n|:--|:--|\n| \u65e5\u4ed8\u306e\u9806\u5e8f | \u9001\u308a\u4e3b\u306e\u4e00\u89a7\u306e\u578b\uff08\u5e74\u6708\u65e5\uff0f\u65e5\u6708\u5e74\uff0f\u6708\u65e5\u5e74\uff09\u3067\u89e3\u91c8\u3059\u308b |\n| \u5e74\u306e\u7121\u3044\u65e5\u4ed8 | \u78ba\u8a8d\u66f8\u306e\u767a\u884c\u65e5\u4ee5\u964d\u3067\u6700\u3082\u8fd1\u3044\u65e5\u4ed8\u306b\u3057\u3001\u51fa\u6e2f\u4e88\u5b9a\u65e5\u3088\u308a\u5f8c\u306e\u7de0\u5207\u306f `ambiguous` |\n| \u6642\u523b | \u300c12:00\u300d\u300cNOON\u300d\u300c\u6b63\u5348\u300d\u3092\u305d\u308d\u3048\u308b\u3002\u6642\u523b\u306e\u7121\u3044\u7de0\u5207\u306f\u6642\u523b\u3092\u7a7a\u306b\u3059\u308b |\n| \u30b3\u30f3\u30c6\u30ca\u306e\u7a2e\u985e | \u300c40HC\u300d\u300c40' HQ\u300d\u300c40ft \u30cf\u30a4\u30ad\u30e5\u30fc\u30d6\u300d\u3092\u81ea\u793e\u306e\u7a2e\u985e\u30b3\u30fc\u30c9\u306b\u76f4\u3059 |\n| \u672c\u6570 | \u7a2e\u985e\u3054\u3068\u306b\u6574\u6570\u3067\u6301\u3064\u3002\u300c2\u00d740HC\uff0b1\u00d720GP\u300d\u306f2\u884c\u306b\u3059\u308b |\n\n**4\u756a\u76ee\u306f\u8cbb\u7528\u306b\u52b9\u304d\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u306f\u30da\u30fc\u30b8\u5358\u4f4d\u3067\u6570\u3048\u3089\u308c\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u9805\u76ee\u306f\u5225\u306e\u6599\u91d1\u4f53\u7cfb\u3067\u3059\u3002**\u88cf\u9762\u306e\u7d04\u6b3e\u307e\u3067\u6bce\u56de\u8aad\u3080\u3068\u3001\u78ba\u8a8d\u66f81\u901a\u306e\u8cbb\u7528\u304c\u4f55\u500d\u306b\u3082\u306a\u308a\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u8aad\u307f\u53d6\u308a\u306f Azure AI Document Intelligence\u3001\u5024\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee\u306e\u88dc\u3044\u306f Azure OpenAI\u3001\u6bd4\u8f03\u3068\u632f\u308a\u5206\u3051\u306f Python \u3068\u5206\u3051\u307e\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u62c5\u5f53 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| 17\u9805\u76ee\u306e\u5024\u3068\u4fe1\u983c\u5ea6\u306e\u8aad\u307f\u53d6\u308a | Azure AI Document Intelligence | \u5024\u304c\u7121\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u3059 |\n| \u5024\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee\u3092\u5168\u6587\u304b\u3089\u63a2\u3059 | Azure OpenAI | \u5168\u6587\u306b\u7121\u3051\u308c\u3070 `not_found` |\n| \u65e5\u4ed8\u30fb\u672c\u6570\u30fb\u7a2e\u985e\u306e\u66f8\u5f0f\u306e\u7d71\u4e00 | Python | \u578b\u3067\u89e3\u91c8\u3067\u304d\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u53f0\u5e33\u306e\u73fe\u5728\u306e\u5024\u3068\u306e\u6bd4\u8f03 | Python | \u53f0\u5e33\u306b\u884c\u304c\u7121\u3051\u308c\u3070\u65b0\u898f |\n| \u5909\u66f4\u306e\u632f\u308a\u5206\u3051 | Python\uff08\u632f\u308a\u5206\u3051\u8868\uff09 | \u8868\u306b\u7121\u3044\u9805\u76ee\u306f\u300c\u8a18\u9332\u3060\u3051\u300d\u306b\u3057\u3066\u4eba\u3078 |\n\n**Azure OpenAI \u306b\u6e21\u3059\u306e\u306f\u3001\u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee\u306e\u540d\u524d\u3068\u5168\u6587\u3060\u3051\u3067\u3059\u3002** \u53d6\u308c\u305f\u9805\u76ee\u307e\u3067\u6e21\u3057\u3066\u300c\u78ba\u304b\u3081\u3066\u300d\u3068\u983c\u3080\u3068\u3001**\u4fe1\u983c\u5ea6\u306e\u9ad8\u3044\u5024\u3092\u66f8\u304d\u63db\u3048\u3066\u304d\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u65e5\u4ed8\u306e\u6708\u3068\u65e5\u306e\u9806\u5e8f\u306e\u63a8\u6e2c | \u9001\u308a\u4e3b\u306e\u578b\u3067\u6c7a\u3081\u308b\u3002\u63a8\u6e2c\u306f\u6708\u65e5\u306e\u5165\u308c\u9055\u3044\u3092\u751f\u3080 |\n| \u672c\u6570\u306e\u5408\u8a08\u30fb\u63db\u7b97 | \u300c2\u00d740HC\u300d\u3092\u300c2\u672c\u300d\u306b\u307e\u3068\u3081\u306a\u3044\u3002\u7a2e\u985e\u3054\u3068\u306b\u6301\u3064 |\n| \u5909\u66f4\u304c\u91cd\u8981\u304b\u3069\u3046\u304b\u306e\u5224\u65ad | \u632f\u308a\u5206\u3051\u8868\u3067\u6c7a\u3081\u308b |\n| \u53f0\u5e33\u3078\u306e\u76f4\u63a5\u306e\u66f8\u304d\u8fbc\u307f | \u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3066\u304b\u3089\u53cd\u6620\u3059\u308b |\n| \u672c\u8239\u540d\u306e\u8868\u8a18\u306e\u88dc\u6b63 | \u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u6301\u3064\u3002\u540d\u5bc4\u305b\u306f\u4e00\u89a7\u3067\u884c\u3046 |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c04\/10\u300d\u3092\u898b\u305f\u751f\u6210AI\u306f\u3001\u6587\u8108\u304b\u3089\u305d\u308c\u3089\u3057\u3044\u9806\u5e8f\u3092\u9078\u3073\u307e\u3059\u3002**\u9078\u3093\u3060\u6839\u62e0\u306f\u6b8b\u308a\u307e\u305b\u3093\u3002** \u65e5\u4ed8\u306e\u89e3\u91c8\u306f\u3001\u9001\u308a\u4e3b\u3054\u3068\u306e\u578b\u3068\u3044\u3046\u6c7a\u307e\u3063\u305f\u898f\u5247\u306b\u7f6e\u304d\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n\u5024\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee\u3092\u3001Azure OpenAI \u306b\u5168\u6587\u304b\u3089\u63a2\u3055\u305b\u308b\u3068\u304d\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u8f38\u51fa\u696d\u52d9\u306e\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u4e0b\u306e\u3010\u78ba\u8a8d\u66f8\u306e\u5168\u6587\u3011\u306f\u3001\u8239\u4f1a\u793e\u307e\u305f\u306f\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u304b\u3089\u5c4a\u3044\u305f\n\u30d6\u30c3\u30ad\u30f3\u30b0\u78ba\u8a8d\u66f8\u3092OCR\u3067\u8aad\u307f\u53d6\u3063\u305f\u3082\u306e\u3067\u3059\u3002\u65e5\u672c\u8a9e\u3068\u82f1\u8a9e\u304c\u6df7\u5728\u3057\u3066\u3044\u307e\u3059\u3002\n\u3010\u63a2\u3059\u9805\u76ee\u3011\u306b\u6319\u3052\u305f\u9805\u76ee\u3060\u3051\u306b\u3064\u3044\u3066\u3001\u5168\u6587\u306e\u4e2d\u304b\u3089\u5024\u3092\u63a2\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5168\u6587\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u6587\u5b57\u5217\u3092\u3001\u305d\u306e\u307e\u307e value \u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u3092\u76f4\u3059\u3001\u6708\u3068\u65e5\u3092\u5165\u308c\u66ff\u3048\u308b\u3001\u5e74\u3092\u88dc\u3046\u3053\u3068\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u898b\u3064\u304b\u3089\u306a\u3044\u9805\u76ee\u306f status \u3092 not_found \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5019\u88dc\u304c2\u3064\u4ee5\u4e0a\u3042\u3063\u30661\u3064\u306b\u6c7a\u3081\u3089\u308c\u306a\u3044\u5834\u5408\u306f\u3001status \u3092 ambiguous \u306b\u3057\u3001\n  candidates \u306b\u3059\u3079\u3066\u306e\u5019\u88dc\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4f8b\uff1a\u642c\u5165\u7de0\u5207\u304c2\u304b\u6240\u306b\u9055\u3046\u65e5\u4ed8\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u3002\n- \u5024\u306e\u6839\u62e0\u306b\u3057\u305f\u884c\u3092 evidence \u306b\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u3010\u63a2\u3059\u9805\u76ee\u3011\u4ee5\u5916\u306e\u9805\u76ee\u306b\u3064\u3044\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5909\u66f4\u304c\u3042\u3063\u305f\u304b\u3069\u3046\u304b\u3001\u91cd\u8981\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u63a2\u3059\u9805\u76ee\u3011{missing_fields}\n\u3010\u9805\u76ee\u306e\u8aac\u660e\u3068\u3001\u78ba\u8a8d\u66f8\u3067\u306e\u547c\u3073\u65b9\u306e\u4f8b\u3011{field_glossary}\n\u3010\u78ba\u8a8d\u66f8\u306e\u5168\u6587\u3011{content}\n```\n\n**\u300c\u5e74\u3092\u88dc\u308f\u306a\u3044\u300d\u3092\u66f8\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u5e74\u3092\u307e\u305f\u3050\u6642\u671f\u306e\u78ba\u8a8d\u66f8\u306e\u305f\u3081\u3067\u3059\u3002** 12\u6708\u306b\u5c4a\u3044\u305f\u78ba\u8a8d\u66f8\u306e\u300cJAN 08\u300d\u306b\u3001\u751f\u6210AI\u306f\u5c4a\u3044\u305f\u5e74\u3092\u88dc\u3044\u307e\u3059\u3002**\u5e74\u306e\u88dc\u3044\u65b9\u306f\u3001\u51fa\u6e2f\u4e88\u5b9a\u65e5\u3068\u306e\u524d\u5f8c\u95a2\u4fc2\u3067 Python \u304c\u6c7a\u3081\u307e\u3059\u3002**\n\n**\u300c\u5019\u88dc\u304c2\u3064\u4ee5\u4e0a\u306a\u3089 ambiguous\u300d\u3082\u5927\u4e8b\u3067\u3059\u3002** \u5dee\u3057\u66ff\u3048\u7248\u306b\u306f\u3001**\u65e7\u3044\u7de0\u5207\u304c\u53d6\u308a\u6d88\u3057\u7dda\u3067\u6b8b\u308a\u3001\u65b0\u3057\u3044\u7de0\u5207\u304c\u6a2a\u306b\u66f8\u304b\u308c\u3066\u3044\u308b**\u69d8\u5f0f\u304c\u3042\u308a\u307e\u3059\u3002OCR\u306b\u306f\u53d6\u308a\u6d88\u3057\u7dda\u304c\u898b\u3048\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u3001\u7247\u65b9\u3060\u3051\u3092\u9078\u3070\u305b\u308b\u3068\u65e7\u3044\u65e5\u4ed8\u3092\u62fe\u3044\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"booking_number\": \"\",\n  \"fields\": [\n    { \"name\": \"CyCutOffDateTime\", \"value\": \"\", \"status\": \"found | not_found | ambiguous\",\n      \"candidates\": [], \"evidence\": \"\" }\n  ]\n}\n```\n\nAzure OpenAI \u306e Structured Outputs \u3067\u5f62\u3092\u56fa\u5b9a\u3057\u307e\u3059\u3002**\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3057\u3001`additionalProperties` \u3092 `false` \u306b\u3059\u308b**\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u3066\u3001`status` \u306b\u6c7a\u3081\u3066\u3044\u306a\u3044\u5024\u304c\u8fd4\u3063\u3066\u3053\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\nPython \u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u306e\u7d50\u679c\u3068\u5408\u308f\u305b\u3066\u3001\u53f0\u5e33\u3068\u6bd4\u3079\u308b\u5f62\u306b\u305d\u308d\u3048\u307e\u3059\u3002\n\n| \u5217 | \u4e2d\u8eab |\n|:--|:--|\n| \u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7 | \u53f0\u5e33\u3092\u5f15\u304f\u30ad\u30fc |\n| \u9805\u76ee | 17\u9805\u76ee\u306e\u3069\u308c\u304b |\n| \u78ba\u8a8d\u66f8\u306e\u5024\uff08\u305d\u308d\u3048\u305f\u5f8c\uff09 | \u65e5\u4ed8\u306f `YYYY-MM-DD HH:MM`\u3001\u672c\u6570\u306f\u7a2e\u985e\u3054\u3068 |\n| \u78ba\u8a8d\u66f8\u306e\u5024\uff08\u5143\u306e\u6587\u5b57\u5217\uff09 | \u8aad\u307f\u53d6\u3063\u305f\u307e\u307e\u306e\u6587\u5b57\u5217 |\n| \u4fe1\u983c\u5ea6 | \u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u3002\u88dc\u3063\u305f\u9805\u76ee\u306f\u7a7a |\n| \u53d6\u308a\u65b9 | \u554f\u3044\u5408\u308f\u305b\u306e\u9805\u76ee\uff0f\u30c6\u30fc\u30d6\u30eb\uff0f\u751f\u6210AI\u306e\u88dc\u3044 |\n| \u53f0\u5e33\u306e\u73fe\u5728\u306e\u5024 | \u6bd4\u3079\u308b\u76f8\u624b |\n| \u5909\u66f4 | \u306a\u3057\uff0f\u3042\u308a |\n| \u632f\u308a\u5206\u3051 | \u6bb5\u53d6\u308a\u306b\u97ff\u304f\uff0f\u8a18\u9332\u3060\u3051 |\n\n**\u5143\u306e\u6587\u5b57\u5217\u3092\u6b8b\u3059\u306e\u306f\u3001\u66f8\u5f0f\u3092\u305d\u308d\u3048\u308b\u51e6\u7406\u306e\u8aa4\u308a\u3092\u4eba\u304c\u898b\u3064\u3051\u308b\u305f\u3081\u3067\u3059\u3002** \u305d\u308d\u3048\u305f\u5f8c\u306e\u5024\u3060\u3051\u3060\u3068\u3001**\u6708\u65e5\u306e\u5165\u308c\u9055\u3044\u304c\u8d77\u304d\u3066\u3082\u3001\u6574\u3063\u305f\u65e5\u4ed8\u306b\u898b\u3048\u307e\u3059\u3002**\n\n**\u300c\u53d6\u308a\u65b9\u300d\u306e\u5217\u3067\u3001\u751f\u6210AI\u304c\u88dc\u3063\u305f\u5024\u3092\u5206\u3051\u307e\u3059\u3002** \u88dc\u3063\u305f\u5024\u306f\u3001\u4fe1\u983c\u5ea6\u306b\u304b\u304b\u308f\u3089\u305a\u4eba\u304c\u78ba\u304b\u3081\u308b\u5bfe\u8c61\u306b\u3057\u307e\u3059\u3002\n\n\u5909\u66f4\u306e\u632f\u308a\u5206\u3051\u8868\u306f\u3001\u305f\u3068\u3048\u3070\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n| \u9805\u76ee | \u5909\u308f\u3063\u305f\u3068\u304d | \u77e5\u3089\u305b\u308b\u76f8\u624b |\n|:--|:--|:--|\n| \u672c\u8239\u540d\u30fb\u822a\u6d77\u756a\u53f7 | \u6bb5\u53d6\u308a\u306b\u97ff\u304f | \u62c5\u5f53\u8005\u3001\u30c9\u30ec\u30fc\u30b8\u306e\u624b\u914d\u62c5\u5f53\u3001\u901a\u95a2\u696d\u8005\u306e\u7a93\u53e3 |\n| \u642c\u5165\u7de0\u5207 | \u7e70\u308a\u4e0a\u3052\u306a\u3089\u6bb5\u53d6\u308a\u306b\u97ff\u304f\u3001\u7e70\u308a\u4e0b\u3052\u306a\u3089\u8a18\u9332\u3060\u3051 | \u62c5\u5f53\u8005\u3001\u30c9\u30ec\u30fc\u30b8\u306e\u624b\u914d\u62c5\u5f53 |\n| \u30b3\u30f3\u30c6\u30ca\u306e\u7a2e\u985e\u3068\u672c\u6570 | \u6bb5\u53d6\u308a\u306b\u97ff\u304f | \u62c5\u5f53\u8005\u3001\u5de5\u5834\u306e\u51fa\u8377\u62c5\u5f53 |\n| \u642c\u5165\u5148\u306e\u30bf\u30fc\u30df\u30ca\u30eb\u30fb\u7a7a\u30b3\u30f3\u30c6\u30ca\u306e\u5f15\u304d\u53d6\u308a\u5834\u6240 | \u6bb5\u53d6\u308a\u306b\u97ff\u304f | \u62c5\u5f53\u8005\u3001\u30c9\u30ec\u30fc\u30b8\u306e\u624b\u914d\u62c5\u5f53 |\n| \u51fa\u6e2f\u4e88\u5b9a\u65e5 | 2\u65e5\u4ee5\u4e0a\u306e\u5909\u66f4\u306a\u3089\u6bb5\u53d6\u308a\u306b\u97ff\u304f | \u62c5\u5f53\u8005 |\n| \u5099\u8003 | \u8a18\u9332\u3060\u3051\u3002\u6587\u5b57\u5217\u304c\u5909\u308f\u3063\u305f\u3089\u62c5\u5f53\u8005\u304c\u8aad\u3080 | \u62c5\u5f53\u8005 |\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5171\u6709\u30a2\u30c9\u30ec\u30b9 | Power Automate \u306e\u30e1\u30fc\u30eb\u53d7\u4fe1 | \u6dfb\u4ed8\u3092\u53d7\u4fe1\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58 |\n| Azure AI Document Intelligence | API\u547c\u3073\u51fa\u3057 | \u30ec\u30a4\u30a2\u30a6\u30c8\u3068\u554f\u3044\u5408\u308f\u305b\u306e\u9805\u76ee |\n| Azure OpenAI | API\u547c\u3073\u51fa\u3057 | \u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee\u3092\u5168\u6587\u304b\u3089\u63a2\u3059 |\n| \u8f38\u51fa\u6848\u4ef6\u306e\u53f0\u5e33 | Python \u306e\u8aad\u307f\u53d6\u308a\u3068\u3001\u4e0b\u66f8\u304d\u306e\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u8fbc\u307f | \u73fe\u5728\u306e\u5024\u3068\u306e\u6bd4\u8f03 |\n| Teams | Power Automate \u306e\u6295\u7a3f | \u6bb5\u53d6\u308a\u306b\u97ff\u304f\u5909\u66f4\u306e\u901a\u77e5 |\n\n**\u53f0\u5e33\u305d\u306e\u3082\u306e\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u66f8\u304f\u306e\u306f\u4e0b\u66f8\u304d\u306e\u30b7\u30fc\u30c8\u307e\u3067\u3067\u3001\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3066\u53cd\u6620\u3057\u307e\u3059\u3002**\u53f0\u5e33\u306f\u7269\u6d41\u90e8\u306e\u5168\u54e1\u304c\u898b\u3066\u624b\u914d\u3092\u6c7a\u3081\u308b\u5834\u6240\u3067\u3001\u672a\u78ba\u8a8d\u306e\u5024\u304c\u5165\u308b\u3068\u5f8c\u308d\u306e\u5de5\u7a0b\u304c\u305d\u308c\u3092\u4fe1\u3058\u3066\u52d5\u304d\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u62c5\u5f53\u8005\u304c\u898b\u308b\u306e\u306f\u3001\u6b21\u306e\u3069\u308c\u304b\u306b\u5f53\u305f\u308b\u9805\u76ee\u3060\u3051\u3067\u3059\u3002**\n\n1. **\u6bb5\u53d6\u308a\u306b\u97ff\u304f\u5909\u66f4\u304c\u3042\u3063\u305f\u9805\u76ee** \u2026 \u78ba\u8a8d\u66f8\u306e\u8a72\u5f53\u7b87\u6240\u3068\u3001\u53f0\u5e33\u306e\u5024\u3092\u4e26\u3079\u3066\u898b\u307e\u3059\n2. **\u4fe1\u983c\u5ea6\u304c\u4f4e\u3044\u9805\u76ee** \u2026 \u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u304c\u6c7a\u3081\u305f\u5024\u3092\u4e0b\u56de\u308b\u9805\u76ee\n3. **\u751f\u6210AI\u304c\u88dc\u3063\u305f\u9805\u76ee\u3068\u3001`ambiguous` \u306e\u9805\u76ee** \u2026 \u5143\u306e\u6587\u5b57\u5217\u3068\u6839\u62e0\u306e\u884c\u3092\u898b\u307e\u3059\n4. **\u65b0\u898f\u306e\u30d6\u30c3\u30ad\u30f3\u30b0** \u2026 \u521d\u56de\u3060\u3051\u306f\u5168\u9805\u76ee\u3092\u6d41\u3057\u898b\u307e\u3059\n\n**\u4fe1\u983c\u5ea6\u306e\u57fa\u6e96\u5024\u306f\u3001\u6700\u521d\u306f\u9ad8\u3081\u306b\u7f6e\u304d\u307e\u3059\u3002** \u4fe1\u983c\u5ea6\u306f\u4e88\u6e2c\u304c\u6b63\u3057\u3044\u78ba\u7387\u306e\u63a8\u5b9a\u3067\u3001\u7cbe\u5ea6\u304c\u91cd\u8981\u306a\u5834\u9762\u3067\u306f\u81ea\u52d5\u3067\u53d7\u3051\u5165\u308c\u308b\u304b\u4eba\u306e\u78ba\u8a8d\u306b\u56de\u3059\u304b\u306e\u5224\u65ad\u306b\u4f7f\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u904b\u7528\u306e\u521d\u3081\u306e1\u304b\u6708\u306f\u3001\u4eba\u304c\u898b\u305f\u7d50\u679c\u3068\u4fe1\u983c\u5ea6\u3092\u4e26\u3079\u3066\u8a18\u9332\u3057\u3001\u57fa\u6e96\u5024\u3092\u6c7a\u3081\u76f4\u3057\u307e\u3059\u3002**\n\n**1\u756a\u76ee\u306f\u3001\u901a\u77e5\u3092\u53d7\u3051\u305f\u62c5\u5f53\u8005\u304c\u305d\u306e\u65e5\u306e\u3046\u3061\u306b\u898b\u307e\u3059\u3002** \u5909\u66f4\u306e\u78ba\u8a8d\u304c\u9045\u308c\u308b\u3068\u3001\u901a\u77e5\u3057\u305f\u610f\u5473\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u901a\u77e5\u306b\u306f\u78ba\u8a8d\u66f8\u306ePDF\u3068\u3001\u5909\u308f\u3063\u305f\u9805\u76ee\u306e\u65b0\u65e7\u306e\u5024\u3092\u4e26\u3079\u3066\u8f09\u305b\u307e\u3059\u3002**\n\n**4\u756a\u76ee\u306e\u65b0\u898f\u3092\u5168\u9805\u76ee\u898b\u308b\u306e\u306f\u3001\u4ee5\u5f8c\u306e\u6bd4\u8f03\u306e\u57fa\u6e96\u306b\u306a\u308b\u304b\u3089\u3067\u3059\u3002** \u65b0\u898f\u306e\u78ba\u8a8d\u66f8\u3067\u53f0\u5e33\u306b\u5165\u3063\u305f\u5024\u304c\u3001\u5dee\u3057\u66ff\u3048\u7248\u3068\u6bd4\u3079\u308b\u76f8\u624b\u306b\u306a\u308a\u307e\u3059\u3002**\u6700\u521d\u306e\u5024\u304c\u8aa4\u3063\u3066\u3044\u308b\u3068\u3001\u4ee5\u5f8c\u306e\u6bd4\u8f03\u306f\u305a\u3063\u3068\u8aa4\u3063\u305f\u5024\u3068\u306e\u6bd4\u8f03\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001300\u901a\u3092\u306a\u3089\u3057\u30661\u901a2\u5206\u3067\u3059\u3002** \u5909\u66f4\u3082\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u9805\u76ee\u3082\u7121\u3044\u78ba\u8a8d\u66f8\u306f\u3001\u4e00\u89a7\u3067\u78ba\u304b\u3081\u308b\u3060\u3051\u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u304c\u8aad\u3081\u306a\u3044 | \u53f0\u5e33\u3092\u5f15\u304b\u305a\u306b\u4eba\u3078\u3002\u672c\u8239\u540d\u3068\u65e5\u4ed8\u3067\u63a2\u3055\u306a\u3044 |\n| \u53f0\u5e33\u306b\u7121\u3044\u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u306e\u5dee\u3057\u66ff\u3048\u7248 | \u65b0\u898f\u3068\u3057\u3066\u4f5c\u3089\u305a\u3001\u4eba\u3078\u3002**\u756a\u53f7\u306e\u4ed8\u3051\u66ff\u3048\u3092\u7591\u3046** |\n| \u9001\u308a\u4e3b\u304c\u4e00\u89a7\u306b\u7121\u3044 | \u65e5\u4ed8\u306e\u578b\u304c\u6c7a\u307e\u3089\u306a\u3044\u306e\u3067\u3001\u4eba\u3078\u3002\u4e00\u89a7\u306b\u8db3\u3059 |\n| \u65e5\u4ed8\u304c\u578b\u3067\u89e3\u91c8\u3067\u304d\u306a\u3044 | `ambiguous` \u3068\u3057\u3066\u4eba\u3078 |\n| \u78ba\u8a8d\u66f8\u4ee5\u5916\u306e\u66f8\u985e\u3060\u3063\u305f | \u51e6\u7406\u6e08\u307f\u306b\u79fb\u3055\u305a\u3001\u5225\u306e\u30d5\u30a9\u30eb\u30c0\u3078\u3002\u4eba\u304c\u4ed5\u5206\u3051\u308b |\n| \u53d6\u308a\u6d88\u3057\u7dda\u306a\u3069\u3067\u5024\u304c2\u3064\u3042\u308b | `ambiguous`\u3002\u4eba\u304c\u65b0\u3057\u3044\u307b\u3046\u3092\u9078\u3076 |\n| 1\u901a\u306b\u8907\u6570\u306e\u30d6\u30c3\u30ad\u30f3\u30b0\u304c\u8f09\u3063\u3066\u3044\u308b | \u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u3054\u3068\u306b\u5206\u3051\u3066\u6bd4\u3079\u308b\u3002\u5206\u3051\u3089\u308c\u306a\u3051\u308c\u3070\u4eba\u3078 |\n| \u8aad\u307f\u53d6\u308a\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4fe1\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n\n**2\u884c\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8239\u4f1a\u793e\u306b\u3088\u3063\u3066\u306f\u3001\u672c\u8239\u306e\u5909\u66f4\u3067\u30d6\u30c3\u30ad\u30f3\u30b0\u756a\u53f7\u3092\u632f\u308a\u76f4\u3057\u307e\u3059\u3002**\u65b0\u898f\u3068\u3057\u3066\u53f0\u5e33\u306b\u884c\u3092\u4f5c\u308b\u3068\u3001\u540c\u3058\u8ca8\u7269\u306e\u884c\u304c2\u3064\u3067\u304d\u3001\u53e4\u3044\u884c\u306e\u7de0\u5207\u3067\u624b\u914d\u304c\u9032\u307f\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306ePDF\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u9001\u308a\u4e3b\n- \u8aad\u307f\u53d6\u308a\u7d50\u679c\u306eJSON\u306e\u5168\u6587\n- \u751f\u6210AI\u304c\u88dc\u3063\u305f\u9805\u76ee\u3068\u3001\u305d\u306e\u6839\u62e0\u306e\u884c\n- \u6bd4\u8f03\u306e\u7d50\u679c\uff08\u9805\u76ee\u3054\u3068\u306e\u65b0\u65e7\u306e\u5024\u3068\u632f\u308a\u5206\u3051\uff09\n- \u901a\u77e5\u3057\u305f\u65e5\u6642\u3068\u76f8\u624b\n- \u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u305f\u65e5\u6642\u3068\u3001\u53f0\u5e33\u306b\u53cd\u6620\u3057\u305f\u5024\n\n**4\u3064\u76ee\u306e\u65b0\u65e7\u306e\u5024\u306f\u3001\u5f8c\u304b\u3089\u300c\u3044\u3064\u7de0\u5207\u304c\u5909\u308f\u3063\u305f\u306e\u304b\u300d\u3092\u7b54\u3048\u308b\u305f\u3081\u3067\u3059\u3002** \u642c\u5165\u304c\u9593\u306b\u5408\u308f\u306a\u304b\u3063\u305f\u3068\u304d\u3001**\u5909\u66f4\u306e\u78ba\u8a8d\u66f8\u304c\u3044\u3064\u5c4a\u304d\u3001\u3044\u3064\u8ab0\u306b\u77e5\u3089\u305b\u305f\u304b**\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u539f\u56e0\u3092\u8ffd\u3048\u307e\u305b\u3093\u3002\n\n**\u9001\u308a\u4e3b\u3054\u3068\u306e\u5909\u66f4\u306e\u56de\u6570\u3082\u96c6\u8a08\u3057\u307e\u3059\u3002** \u5dee\u3057\u66ff\u3048\u7248\u304c\u7279\u306b\u591a\u3044\u9001\u308a\u4e3b\u306f\u3001\u30d6\u30c3\u30ad\u30f3\u30b0\u306e\u6bb5\u968e\u3067\u306e\u6761\u4ef6\u306e\u8a70\u3081\u65b9\u3092\u898b\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u306e\u78ba\u8a8d\u66f8\u304b\u308950\u901a\u3092\u9078\u3076\uff08**12\u793e\u3059\u3079\u3066\u3092\u542b\u3081\u3001\u5dee\u3057\u66ff\u3048\u7248\u309220\u901a\u4ee5\u4e0a\u5165\u308c\u308b**\uff09\n2. Document Intelligence Studio \u3067\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u3092\u958b\u304d\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u9805\u76ee\u3092\u4ed8\u3051\u3066\u8aad\u307f\u53d6\u308b\n3. \u8aad\u307f\u53d6\u3063\u305f\u5024\u3092\u3001\u53f0\u5e33\u306b\u5f53\u6642\u5199\u3057\u305f\u5024\u3068\u4e26\u3079\u308b\n4. \u5dee\u3057\u66ff\u3048\u7248\u306b\u3064\u3044\u3066\u3001\u524d\u306e\u7248\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3068\u9805\u76ee\u3054\u3068\u306b\u6bd4\u3079\u3001\u5909\u308f\u3063\u305f\u9805\u76ee\u3092\u8868\u306b\u3059\u308b\n5. \u305d\u306e\u8868\u3092\u3001\u5f53\u6642\u62c5\u5f53\u8005\u304c\u6c17\u3065\u3044\u305f\u5909\u66f4\u3068\u6bd4\u3079\u308b\n\n**\u78ba\u304b\u3081\u305f\u3044\u306e\u306f\u3001\u65e5\u4ed8\u306e\u8aad\u307f\u53d6\u308a\u3068\u3001\u5dee\u3057\u66ff\u3048\u7248\u306e\u5909\u66f4\u304c\u62fe\u3048\u308b\u304b\u306e2\u3064\u3067\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u65e5\u4ed8\u3068\u672c\u6570\u304c\u307b\u307c\u6b63\u3057\u304f\u53d6\u308c\u3001\u5909\u66f4\u3082\u62fe\u3048\u305f | **\u30e1\u30fc\u30eb\u53d7\u4fe1\u304b\u3089\u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u7279\u5b9a\u306e\u9001\u308a\u4e3b\u3060\u3051\u9805\u76ee\u304c\u53d6\u308c\u306a\u3044 | \u554f\u3044\u5408\u308f\u305b\u306e\u9805\u76ee\u306e\u540d\u524d\u3068\u8aac\u660e\u3092\u898b\u76f4\u3059\u3002**\u305d\u306e\u9001\u308a\u4e3b\u3060\u3051\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u3092\u691c\u8a0e** |\n| \u62c5\u5f53\u8005\u304c\u6c17\u3065\u304b\u306a\u304b\u3063\u305f\u5909\u66f4\u304c\u898b\u3064\u304b\u3063\u305f | **\u3053\u306e\u69cb\u6210\u306e\u52b9\u679c\u305d\u306e\u3082\u306e\u3002** \u632f\u308a\u5206\u3051\u8868\u306e\u4f5c\u6210\u3092\u6025\u3050 |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u5099\u8003\u6b04\u306e\u300c\u642c\u5165\u5148\u5909\u66f4\u300d\u3084\u672c\u6570\u306e\u5909\u66f4\u306f\u3001\u898b\u6bd4\u3079\u3067\u843d\u3061\u3084\u3059\u3044\u3082\u306e\u3067\u3059\u3002**\u898b\u3064\u304b\u3063\u305f\u4ef6\u6570\u304c\u3001\u3053\u306e\u69cb\u6210\u3092\u5165\u308c\u308b\u7406\u7531\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**2\u884c\u76ee\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306f\u3001\u6700\u5f8c\u306e\u624b\u6bb5\u306b\u3057\u307e\u3059\u3002** \u6c7a\u307e\u3063\u305f\u69d8\u5f0f\u3067\u5c4a\u304f\u9001\u308a\u4e3b\u306a\u3089\u3001\u30ab\u30b9\u30bf\u30e0\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30e2\u30c7\u30eb\u3067\u9805\u76ee\u306e\u4f4d\u7f6e\u3092\u5b66\u7fd2\u3055\u305b\u308b\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\u3002\u305f\u3060\u3057**\u8239\u4f1a\u793e\u304c\u69d8\u5f0f\u3092\u5909\u3048\u308b\u305f\u3073\u306b\u5b66\u7fd2\u3057\u76f4\u3059\u624b\u9593**\u304c\u751f\u307e\u308c\u307e\u3059\u3002\u307e\u305a\u306f\u554f\u3044\u5408\u308f\u305b\u306e\u9805\u76ee\u306e\u540d\u524d\u3068\u8aac\u660e\u3092\u5de5\u592b\u3057\u3001\u305d\u308c\u3067\u3082\u53d6\u308c\u306a\u3044\u9001\u308a\u4e3b\u3060\u3051\u306b\u7d5e\u3063\u3066\u304f\u3060\u3055\u3044\u3002","minimal_setup_short":"Studio \u3067\u8aad\u307f\u53d6\u308a\u3001\u53f0\u5e33\u306e\u5024\u3068\u4eba\u304c\u4e26\u3079\u308b \uff0f 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\u3092\u540c\u3058\u30c6\u30ca\u30f3\u30c8\u3067\u4f7f\u3044\u3001**\u78ba\u8a8d\u66f8\u306e\u5185\u5bb9\u3092\u793e\u5916\u306e\u5225\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u6e21\u3059\u7d4c\u8def\u3092\u4f5c\u308a\u307e\u305b\u3093**\n3. **\u53f0\u5e33\u3078\u306e\u53cd\u6620\u3092\u4eba\u304c\u884c\u3046** \u2026 \u672a\u78ba\u8a8d\u306e\u5024\u3067\u624b\u914d\u304c\u52d5\u304f\u7d4c\u8def\u3092\u4f5c\u308a\u307e\u305b\u3093\u3002**\u53f0\u5e33\u306f\u7269\u6d41\u90e8\u306e\u5224\u65ad\u306e\u571f\u53f0\u3067\u3059**\n4. **\u901a\u77e5\u306b\u8f09\u305b\u308b\u5185\u5bb9\u3092\u7d5e\u308b** \u2026 Teams \u306e\u901a\u77e5\u306b\u306f\u5909\u308f\u3063\u305f\u9805\u76ee\u306e\u65b0\u65e7\u306e\u5024\u3068PDF\u3078\u306e\u30ea\u30f3\u30af\u3060\u3051\u3092\u8f09\u305b\u3001**\u8ca8\u7269\u306e\u54c1\u540d\u3084\u53d6\u5f15\u6761\u4ef6\u3092\u66f8\u304d\u307e\u305b\u3093**\n5. **\u5b89\u5168\u4fdd\u969c\u8f38\u51fa\u7ba1\u7406\u306e\u5224\u65ad\u3068\u5207\u308a\u96e2\u3059** \u2026 \u4ed5\u5411\u5730\u3084\u54c1\u540d\u304b\u3089\u8f38\u51fa\u306e\u53ef\u5426\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u306f\u3001\u3053\u306e\u69cb\u6210\u306e\u5f79\u5272\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u8a72\u975e\u5224\u5b9a\u3084\u53d6\u5f15\u5be9\u67fb\u306f\u3001\u5225\u306e\u624b\u9806\u3067\u884c\u3063\u3066\u304f\u3060\u3055\u3044**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8aa4\u3063\u305f\u7de0\u5207\u3067\u624b\u914d\u304c\u9032\u3080\u3053\u3068\u3068\u3001\u5909\u66f4\u306b\u6c17\u3065\u304b\u306a\u3044\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u5143\u306e\u6587\u5b57\u5217\u3068\u4fe1\u983c\u5ea6\u3067\u3001\u5f8c\u8005\u306f\u53f0\u5e33\u306e\u5024\u3068\u306e\u6a5f\u68b0\u7684\u306a\u6bd4\u8f03\u3067\u6b62\u3081\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u3001\u4eba\u304c\u53f0\u5e33\u306b\u53cd\u6620\u3059\u308b\u524d\u306b\u6c17\u3065\u3051\u308b\u8a2d\u8a08\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002**","recommended_for":"\u6d77\u4e0a\u30b3\u30f3\u30c6\u30ca\u3067\u8f38\u51fa\u3057\u3066\u3044\u3066\u3001\u8239\u4f1a\u793e\u3084\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u304b\u3089\u6708\u306b\u6570\u767e\u901a\u306e\u30d6\u30c3\u30ad\u30f3\u30b0\u78ba\u8a8d\u66f8\uff08\u5dee\u3057\u66ff\u3048\u7248\u3092\u542b\u3080\uff09\u3092\u53d7\u3051\u53d6\u308a\u3001\u8f38\u51fa\u6848\u4ef6\u306e\u53f0\u5e33\u3078\u624b\u3067\u5199\u3057\u3066\u3044\u308b\u5546\u793e\u30fb\u30e1\u30fc\u30ab\u30fc\u306e\u8f38\u51fa\u90e8\u9580\u30fb\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u3002\u8239\u4f1a\u793e\u304c\u8907\u6570\u3042\u308a\u3001\u78ba\u8a8d\u66f8\u306e\u69d8\u5f0f\u304c\u65e5\u672c\u8a9e\u30fb\u82f1\u8a9e\u30fb\u65e5\u82f1\u6df7\u5728\u3068\u3070\u3089\u3070\u3089\u306a\u5834\u5408\u3002\u672c\u8239\u306e\u5909\u66f4\u3084\u30ab\u30c3\u30c8\u65e5\u306e\u7e70\u308a\u4e0a\u3052\u306b\u6c17\u3065\u304f\u306e\u304c\u9045\u308c\u3001\u30d0\u30f3\u30cb\u30f3\u30b0\u3084\u642c\u5165\u306e\u624b\u914d\u3092\u3084\u308a\u76f4\u3057\u305f\u7d4c\u9a13\u304c\u3042\u308b\u5834\u5408\u3002","not_recommended_for":"\u8239\u4f1a\u793e\u304c1\u301c2\u793e\u3067\u3001\u30d6\u30c3\u30ad\u30f3\u30b0\u306e\u5185\u5bb9\u3092\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u3084CSV\u3067\u53d7\u3051\u53d6\u308c\u308b\u5834\u5408\uff08\u8aad\u307f\u53d6\u308a\u306e\u5de5\u7a0b\u305d\u306e\u3082\u306e\u304c\u8981\u308a\u307e\u305b\u3093\uff09\u3002\u8f38\u51fa\u304c\u6708\u306b\u6570\u4ef6\u3067\u3001\u62c5\u5f53\u8005\u304c\u5168\u4ef6\u3092\u899a\u3048\u3066\u3044\u3089\u308c\u308b\u898f\u6a21\u3002\u822a\u7a7a\u4fbf\u3084\u6df7\u8f09\uff08LCL\uff09\u304c\u4e2d\u5fc3\u3067\u3001\u30b3\u30f3\u30c6\u30ca\u5358\u4f4d\u306e\u642c\u5165\u306e\u6bb5\u53d6\u308a\u304c\u7121\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u642c\u5165\u3084\u901a\u95a2\u306e\u624b\u914d\u305d\u306e\u3082\u306e\u3092\u81ea\u52d5\u3067\u5909\u3048\u308b\u8a2d\u8a08\u306b\u306f\u3057\u3066\u3044\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u9001\u308a\u4e3b\u306e\u4e00\u89a7\u3092\u4f5c\u308b**\n\n12\u793e\u306e\u9001\u308a\u4e3b\u3054\u3068\u306b\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3001\u78ba\u8a8d\u66f8\u306e\u8a00\u8a9e\u3001**\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u306e\u578b**\u3092\u8868\u306b\u3057\u307e\u3059\u3002\u578b\u304c\u5206\u304b\u3089\u306a\u3044\u9001\u308a\u4e3b\u306f\u3001\u904e\u53bb\u306e\u78ba\u8a8d\u66f8\u3067\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a50\u901a\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u78ba\u8a8d\u66f8\u304b\u308950\u901a\u3092\u9078\u3073\u3001Document Intelligence Studio \u3067\u554f\u3044\u5408\u308f\u305b\u306e\u9805\u76ee\u3092\u4ed8\u3051\u3066\u8aad\u307f\u53d6\u308a\u307e\u3059\u3002**\u65e5\u4ed8\u304c\u6b63\u3057\u304f\u53d6\u308c\u3066\u3044\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u5909\u66f4\u306e\u632f\u308a\u5206\u3051\u8868\u3092\u4f5c\u308b**\n\n17\u9805\u76ee\u306e\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u5909\u308f\u3063\u305f\u3089\u6bb5\u53d6\u308a\u306b\u97ff\u304f\u304b\u3001\u8a18\u9332\u3060\u3051\u304b\u3092\u6c7a\u3081\u3001**\u77e5\u3089\u305b\u308b\u76f8\u624b\u3092\u66f8\u304d\u307e\u3059\u3002** \u30c9\u30ec\u30fc\u30b8\u306e\u624b\u914d\u62c5\u5f53\u3068\u5de5\u5834\u306e\u51fa\u8377\u62c5\u5f53\u306b\u3082\u898b\u3066\u3082\u3089\u3044\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u5171\u6709\u30a2\u30c9\u30ec\u30b9\u304b\u3089\u4e0b\u66f8\u304d\u306e\u30b7\u30fc\u30c8\u307e\u3067\u3092\u3064\u306a\u3050**\n\nPower Automate \u3067\u30e1\u30fc\u30eb\u306e\u53d7\u4fe1\u304b\u3089\u8aad\u307f\u53d6\u308a\u3001\u4e0b\u66f8\u304d\u306e\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u51fa\u3057\u307e\u3067\u3092\u4f5c\u308a\u307e\u3059\u3002**\u8239\u4f1a\u793e\u3068\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u306b\u3001\u9001\u308a\u5148\u3092\u5171\u6709\u30a2\u30c9\u30ec\u30b9\u306b\u5909\u3048\u3066\u3082\u3089\u3046\u4f9d\u983c\u3082\u3053\u306e\u9031\u306b\u51fa\u3057\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u53f0\u5e33\u306e\u5024\u3068\u306e\u6bd4\u8f03\u3068\u632f\u308a\u5206\u3051\u3092\u8db3\u3057\u3001\u901a\u77e5\u306f\u307e\u305a\u62c5\u5f53\u8005\u3060\u3051\u306b\u9001\u308a\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u30c9\u30ec\u30fc\u30b8\u306e\u624b\u914d\u62c5\u5f53\u3078\u306e\u901a\u77e5\u3092\u8db3\u3057\u30011\u901a8\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u5dee\u3057\u66ff\u3048\u7248\u306e\u5909\u66f4\u306b\u3001\u5c4a\u3044\u305f\u305d\u306e\u65e5\u306e\u3046\u3061\u306b\u5168\u4ef6\u6c17\u3065\u3051\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-0226","UC-0395","UC-0501","UC-0100"],"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":5698,"slug":"roei-hokoku-tejun","title":"\u60c5\u5831\u304c\u6f0f\u308c\u305f\u3068\u304d\u306b\u52d5\u304f5\u5de5\u7a0b\uff5c\u5831\u544a\u3068\u901a\u77e5\u306e\u671f\u9650\u3092\u77e5\u308b"},{"id":4379,"slug":"marketing-shisan-daicho","title":"\u30de\u30fc\u30b1\u306e\u8cc7\u7523\u53f0\u5e33\u3068\u306f\u4f55\u304b\uff1f\uff5c\u62c5\u5f53\u4ea4\u4ee3\u3067\u3082\u6b62\u3081\u306a\u3044\u904b\u7528"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u304c\u30c6\u30ad\u30b9\u30c8\u30fb\u30c6\u30fc\u30d6\u30eb\u30fb\u9078\u629e\u30de\u30fc\u30af\u30fb\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u69cb\u9020\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u3002\u5358\u8a9e\u3054\u3068\u306b `confidence` \u304c\u8fd4\u308b\u3053\u3068\u3002\u30c6\u30fc\u30d6\u30eb\u306e\u5404\u30bb\u30eb\u306b\u884c\u3068\u5217\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u3002`pages` \u30af\u30a8\u30ea\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3067\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002PDF\u3068TIFF\u3067\u6700\u59272,000\u30da\u30fc\u30b8\u3001\u6709\u6599\uff08S0\uff09\u3067500MB\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304dPDF\u306f\u63d0\u51fa\u524d\u306b\u89e3\u9664\u304c\u5fc5\u8981\u306a\u3053\u3068\u3002\u753b\u50cf\u30b5\u30a4\u30ba\u3068\u6700\u5c0f\u306e\u6587\u5b57\u9ad8\u306e\u8981\u4ef6 | [Microsoft Learn: \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8 \u30ec\u30a4\u30a2\u30a6\u30c8\u5206\u6790](https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-services\/document-intelligence\/prebuilt\/layout) | 2026-10-06 |\n| \u554f\u3044\u5408\u308f\u305b\u306e\u9805\u76ee\uff08query fields\uff09\u304c\u8ffd\u52a0\u306e\u5b66\u7fd2\u306a\u3057\u306b\u62bd\u51fa\u9805\u76ee\u3092\u8db3\u305b\u308b\u30a2\u30c9\u30aa\u30f3\u3067\u30011\u56de\u306e\u8981\u6c42\u3067\u6700\u592720\u9805\u76ee\u307e\u3067\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002\u30d7\u30ec\u30df\u30a2\u30e0\u306a\u30a2\u30c9\u30aa\u30f3\u3067\u3001\u307b\u304b\u306e\u30a2\u30c9\u30aa\u30f3\u3068\u306f\u5225\u306e\u6599\u91d1\u4f53\u7cfb\u3067\u3042\u308b\u3053\u3068\u3002\u30ec\u30a4\u30a2\u30a6\u30c8\u3068\u4e8b\u524d\u69cb\u7bc9\u6e08\u307f\u30e2\u30c7\u30eb\u306e 2024-11-30\uff08GA\uff09\u3067\u4f7f\u3048\u308b\u3053\u3068\u3002\u8907\u6570\u8a9e\u306e\u9805\u76ee\u540d\u306f\u30ad\u30e3\u30e1\u30eb\u30b1\u30fc\u30b9\u304b\u30d1\u30b9\u30ab\u30eb\u30b1\u30fc\u30b9\u304c\u52e7\u3081\u3089\u308c\u308b\u3053\u3068 | [Microsoft Learn: Add-on capabilities](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/document-intelligence\/concept\/add-on-capabilities) | 2026-10-06 |\n| \u8aad\u307f\u53d6\u308a\u3068\u30ec\u30a4\u30a2\u30a6\u30c8\u304c\u3001\u6df7\u5728\u3059\u308b\u8a00\u8a9e\u306e\u884c\u3092\u542b\u3081\u3066\u8a00\u8a9e\u30b3\u30fc\u30c9\u306e\u6307\u5b9a\u306a\u3057\u306b\u62bd\u51fa\u3059\u308b\u3053\u3068\u3002\u8a00\u8a9e\u3092\u78ba\u4fe1\u3057\u3066\u3044\u306a\u3044\u9650\u308a\u8a00\u8a9e\u30b3\u30fc\u30c9\u3092\u6307\u5b9a\u3057\u306a\u3044\u3053\u3068\u304c\u52e7\u3081\u3089\u308c\u308b\u3053\u3068\u3002\u5370\u5237\u6587\u5b57\u306e\u5bfe\u5fdc\u8a00\u8a9e\u306b\u65e5\u672c\u8a9e\u3068\u82f1\u8a9e\u304c\u542b\u307e\u308c\u308b\u3053\u3068 | [Microsoft Learn: Language support for Read and Layout](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/document-intelligence\/language-support\/ocr) | 2026-10-06 |\n| \u4fe1\u983c\u5ea6\u304c\u4e88\u6e2c\u304c\u6b63\u3057\u3044\u78ba\u7387\u306e\u63a8\u5b9a\u3067\u3001\u7cbe\u5ea6\u304c\u91cd\u8981\u306a\u5834\u9762\u3067\u306f\u81ea\u52d5\u3067\u53d7\u3051\u5165\u308c\u308b\u304b\u4eba\u306e\u78ba\u8a8d\u306b\u56de\u3059\u304b\u306e\u5224\u65ad\u306b\u4f7f\u3048\u308b\u3053\u3068\u3002\u4eba\u306b\u3088\u308b\u78ba\u8a8d\u3092\u5de5\u7a0b\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u52e7\u3081\u3089\u308c\u3066\u3044\u308b\u3053\u3068 | [Microsoft Learn: Interpret and improve model accuracy and confidence scores](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/document-intelligence\/concept\/accuracy-confidence) | 2026-10-06 |\n| Azure OpenAI \u306e Structured Outputs \u304c JSON \u30b9\u30ad\u30fc\u30de\u3078\u306e\u6e96\u62e0\u3092\u3055\u305b\u3001Chat Completions API \u3068 Responses API \u306e\u4e21\u65b9\u3067\u4f7f\u3048\u308b\u3053\u3068\u3002\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3057 `additionalProperties` \u3092 `false` \u306b\u3059\u308b\u3053\u3068 | [Microsoft Learn: Azure OpenAI \u306e structured outputs](https:\/\/learn.microsoft.com\/en-us\/azure\/foundry\/openai\/how-to\/structured-outputs) | 2026-10-06 |\n\n**\u30d6\u30c3\u30ad\u30f3\u30b0\u78ba\u8a8d\u66f8\u306e\u69d8\u5f0f\u3068\u9805\u76ee\u306e\u547c\u3073\u65b9\u306f\u3001\u8239\u4f1a\u793e\u3068\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u3054\u3068\u306b\u7570\u306a\u308a\u307e\u3059\u3002** \u672c\u8a18\u4e8b\u306e17\u9805\u76ee\u306f\u4e00\u4f8b\u3067\u3059\u3002\u81ea\u793e\u306e\u53f0\u5e33\u306e\u5217\u306b\u5408\u308f\u305b\u3066\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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