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1\u4ef6\u306e\u7533\u8fbc\u306b\u66f8\u985e\u304c\u8907\u6570\u3042\u308b\u305f\u3081\u3001\u7533\u8fbc\u756a\u53f7\u3054\u3068\u306b\u300c\u66f8\u985e\u304c\u305d\u308d\u3063\u305f\u300d\u5408\u56f3\u3092\u53d7\u4ed8\u306e\u4ed5\u7d44\u307f\u304b\u3089\u51fa\u3057\u3001\u305d\u308c\u3092\u5f85\u3063\u3066\u307e\u3068\u3081\u3066\u52d5\u304b\u3057\u307e\u3059\u3002\n\nS3 \u3078\u306e\u4fdd\u5b58\u3092 AWS Lambda \u304c\u53d7\u3051\u3001\u66f8\u985e\u3054\u3068\u306b `StartDocumentAnalysis` \u3092\u547c\u3073\u307e\u3059\u3002`ClientRequestToken` \u306b\u7533\u8fbc\u756a\u53f7\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\u66f8\u985e\u3092\u4e8c\u5ea6\u8aad\u307f\u307e\u305b\u3093\u3002** `JobTag` 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|\n\n**\u8cea\u554f\u306f\u65e2\u5b9a\u30671\u30da\u30fc\u30b8\u76ee\u3057\u304b\u898b\u307e\u305b\u3093\u3002** \u30da\u30fc\u30b8\u306e\u6307\u5b9a\u304c\u7121\u3044\u3068 `[\"1\"]` \u306b\u306a\u308b\u305f\u3081\u3001**`Pages` \u306b `[\"*\"]` \u3092\u5165\u308c\u3066\u5168\u30da\u30fc\u30b8\u3092\u5bfe\u8c61\u306b\u3057\u307e\u3059\u3002**\n\n**\u5f79\u54e1\u3068\u682a\u4e3b\u306f\u3001\u8cea\u554f\u3067\u53d6\u308a\u307e\u305b\u3093\u3002** \u624b\u5f15\u304d\u306f\u3001**\u8868\u5168\u4f53\u3084\u884c\u30fb\u5217\u3092\u307e\u3068\u3081\u3066\u8cea\u554f\u3067\u53d6\u308a\u51fa\u3059\u3053\u3068\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044**\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u5f79\u54e1\u540d\u7c3f\u3068\u682a\u4e3b\u540d\u7c3f\u306f `TABLES` \u306e\u7d50\u679c\u304b\u3089\u3001\u884c\u3054\u3068\u306b\u8aad\u307f\u307e\u3059\u3002\u8cea\u554f\u306f\u3001\u8a2d\u7acb\u65e5\u306e\u3088\u3046\u306b\u7b54\u3048\u304c1\u3064\u306b\u6c7a\u307e\u308b\u9805\u76ee\u306b\u3060\u3051\u4f7f\u3044\u307e\u3059\u3002","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002XFA\u5f62\u5f0f\u306ePDF\u306f\u6271\u3048\u306a\u3044\u305f\u3081\u3001\u5370\u5237\u3057\u76f4\u3057\u3066PDF\u306b\u3057\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\u3001\u55b6\u696d\u62c5\u5f53\u304b\u3089\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u53d6\u308a\u5bc4\u305b\u307e\u3059\n3. **\u30da\u30fc\u30b8\u6570\u3068\u30b5\u30a4\u30ba\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067PDF\u3068TIFF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u304c\u4e0a\u9650\u3067\u3059\u3002**\u5b9a\u6b3e\u306e\u5168\u6587\u3068\u540d\u7c3f\u304c\u307e\u3068\u3081\u30661\u30d5\u30a1\u30a4\u30eb\u306b\u306a\u3063\u3066\u3044\u308b\u3082\u306e\u306f\u3001\u540d\u7c3f\u306e\u90e8\u5206\u306b\u5206\u3051\u307e\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\u3002**\u516c\u8a3c\u306e\u5370\u5f71\u306e\u8fd1\u304f\u306e\u5c0f\u3055\u306a\u6587\u5b57\u306f\u3001300 DPI\u3067\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3057\u3066\u3082\u3089\u3044\u307e\u3059**\n5. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 \u5168\u6587\u306e\u884c\u306b\u82f1\u8a9e\u4ee5\u5916\u306e\u6587\u5b57\u304c\u591a\u3051\u308c\u3070\u3001\u305d\u306e\u66f8\u985e\u306f\u8aad\u307f\u53d6\u308a\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3001\u7ffb\u8a33\u6587\u306e\u63d0\u51fa\u3092\u6c42\u3081\u307e\u3059\n6. **\u7533\u8fbc\u66f8\u306e\u7533\u544a\u306e\u53d6\u308a\u51fa\u3057** \u2026 \u53d7\u4ed8\u306e\u4ed5\u7d44\u307f\u304b\u3089\u3001\u7533\u544a\u3055\u308c\u305f\u5f79\u54e1\u3068\u5b9f\u8cea\u7684\u652f\u914d\u8005\u3092\u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u6301\u682a\u6bd4\u7387\u306e\u5f62\u3067\u53d6\u308a\u51fa\u3057\u307e\u3059\n\n**4\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8aad\u3081\u306a\u3044\u3060\u3051\u306e\u8a18\u8f09\u306f\u3001\u300c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u300d\u3068\u533a\u5225\u304c\u3064\u304d\u307e\u305b\u3093\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u66f8\u985e\u306e\u7a2e\u985e\u3092\u898b\u5206\u3051\u3001\u6cd5\u4eba\u30fb\u5f79\u54e1\u30fb\u682a\u4e3b\u306e\u9805\u76ee\u3092\u539f\u6587\u306e\u307e\u307e\u5207\u308a\u5206\u3051\u3001\u6839\u62e0\u306e\u4f4d\u7f6e\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| \u66f8\u985e\u306e\u7a2e\u985e | \u8a2d\u7acb\u8a3c\u660e\u66f8\u3001\u5f79\u54e1\u540d\u7c3f\u3001\u682a\u4e3b\u540d\u7c3f\u3001\u5b58\u7d9a\u8a3c\u660e\u66f8\u3001\u7d44\u7e54\u56f3\u3001\u305d\u306e\u4ed6 | \u898b\u5206\u3051\u3089\u308c\u306a\u3051\u308c\u3070 `other` |\n| \u6cd5\u4eba\u306e\u7279\u5b9a | \u6cd5\u4eba\u540d\uff08\u539f\u6587\u306e\u307e\u307e\uff09\u3001\u767b\u9332\u756a\u53f7\u3001\u8a2d\u7acb\u65e5\u3001\u8a2d\u7acb\u5730\u3001\u767b\u9332\u4e0a\u306e\u4f4f\u6240 | \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 `not_found` |\n| \u5f79\u54e1 | \u6c0f\u540d\u3001\u5f79\u8077\uff08Director\u3001Secretary \u306a\u3069\uff09\u3001\u5c31\u4efb\u65e5\u3001\u9000\u4efb\u65e5 | \u9000\u4efb\u65e5\u306e\u3042\u308b\u884c\u306f\u9000\u4efb\u3068\u3057\u3066\u5206\u3051\u308b |\n| \u682a\u4e3b | \u682a\u4e3b\u540d\u3001\u500b\u4eba\u304b\u6cd5\u4eba\u304b\u3001\u682a\u5f0f\u306e\u7a2e\u985e\u3001\u682a\u6570\u3001\u8868\u306e\u884c\u756a\u53f7 | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u682a\u5f0f\u306e\u7a2e\u985e\u306e\u533a\u5225 | \u8b70\u6c7a\u6a29\u306e\u6709\u7121\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_stated` |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u6301\u682a\u6bd4\u7387\u306e\u8a08\u7b97 | \u682a\u6570\u304c\u6b63\u3057\u3051\u308c\u3070\u7b54\u3048\u306f1\u3064\u3002\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8a08\u7b97\u3059\u308b |\n| \u5b9f\u8cea\u7684\u652f\u914d\u8005\u306b\u5f53\u305f\u308b\u304b\u306e\u7d50\u8ad6 | \u5224\u65ad\u306f\u53d6\u5f15\u6642\u78ba\u8a8d\u306e\u8cac\u4efb\u8005\u304c\u884c\u3046 |\n| \u540d\u524d\u306e\u540c\u4e00\u4eba\u7269\u306e\u65ad\u5b9a | \u5019\u88dc\u3068\u3057\u3066\u4e26\u3079\u308b\u307e\u3067\u3002\u6c7a\u3081\u308b\u306e\u306f\u4eba |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u682a\u4e3b\u3084\u5f79\u54e1\u306e\u88dc\u5b8c | \u7d44\u7e54\u56f3\u304b\u3089\u63a8\u6e2c\u3057\u3066\u682a\u4e3b\u540d\u7c3f\u306b\u8db3\u3055\u306a\u3044 |\n| \u6cd5\u4eba\u540d\u306e\u7db4\u308a\u306e\u8a02\u6b63 | \u66f8\u985e\u3069\u3046\u3057\u306e\u9055\u3044\u305d\u306e\u3082\u306e\u304c\u78ba\u8a8d\u306e\u6750\u6599\u306b\u306a\u308b |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u7d44\u7e54\u56f3\u306b\u300cHolding Co. 60%\u300d\u3068\u63cf\u304b\u308c\u3066\u3044\u3066\u3001\u305d\u306e\u4f1a\u793e\u306e\u682a\u4e3b\u540d\u7c3f\u304c\u51fa\u3066\u3044\u306a\u3044\u3068\u304d\u3001AI\u306f\u7d44\u7e54\u56f3\u304b\u3089\u682a\u4e3b\u3092\u66f8\u304d\u8db3\u3057\u304c\u3061\u3067\u3059\u3002**\u7d44\u7e54\u56f3\u306f\u7533\u544a\u306e\u4e00\u7a2e\u3067\u3001\u540d\u7c3f\u306e\u4ee3\u308f\u308a\u306b\u306f\u306a\u308a\u307e\u305b\u3093\u3002** \u540d\u7c3f\u304c\u7121\u3051\u308c\u3070\u300c\u7121\u3044\u300d\u3068\u8fd4\u3055\u305b\u3001\u8db3\u308a\u306a\u3044\u66f8\u985e\u306e\u4e00\u89a7\u306b\u8f09\u305b\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u9280\u884c\u306e\u53d6\u5f15\u6642\u78ba\u8a8d\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u5916\u56fd\u6cd5\u4eba\u306e\u82f1\u6587\u306e\u4f1a\u793e\u66f8\u985e\u3092\u8aad\u307f\u307e\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3068\u30bb\u30eb\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\uff09\u3060\u3051\u3092\u898b\u3066\u3001\n\u9805\u76ee\u3092\u5207\u308a\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. \u66f8\u985e\u306e\u7a2e\u985e\u3092\u6b21\u304b\u30891\u3064\u9078\u3076:\n   certificate_of_incorporation \/ register_of_directors \/ register_of_members \/\n   certificate_of_good_standing \/ ownership_chart \/ other\n2. \u6cd5\u4eba\u540d\u30fb\u767b\u9332\u756a\u53f7\u30fb\u8a2d\u7acb\u65e5\u30fb\u8a2d\u7acb\u5730\u30fb\u767b\u9332\u4e0a\u306e\u4f4f\u6240\u3092\u3001\u539f\u6587\u306e\u7db4\u308a\u306e\u307e\u307e\u5199\u3059\n3. \u5f79\u54e1\u30921\u4eba1\u884c\u3067\u66f8\u304d\u51fa\u3059\uff08\u6c0f\u540d\u3001\u5f79\u8077\u3001\u5c31\u4efb\u65e5\u3001\u9000\u4efb\u65e5\uff09\n4. \u682a\u4e3b\u3092\u8868\u306e1\u884c\u3054\u3068\u306b\u66f8\u304d\u51fa\u3059\uff08\u682a\u4e3b\u540d\u3001\u500b\u4eba\u304b\u6cd5\u4eba\u304b\u3001\u682a\u5f0f\u306e\u7a2e\u985e\u3001\u682a\u6570\u3001\u884c\u756a\u53f7\uff09\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f \"not_found\" \u3068\u3059\u308b\u3002\u4ed6\u306e\u66f8\u985e\u304b\u3089\u88dc\u308f\u306a\u3044\u3002\n- \u6587\u5b57\u306f\u898b\u3048\u308b\u304c\u78ba\u5b9a\u3067\u304d\u306a\u3044\u5024\u306f \"unreadable\" \u3068\u3057\u3001OCR\u306e\u4fe1\u983c\u5ea6\u3092\u305d\u306e\u307e\u307e\u5199\u3059\u3002\n- \u8868\u306e\u5408\u8a08\u306e\u884c\uff08Total \u306a\u3069\uff09\u306f\u682a\u4e3b\u3068\u3057\u3066\u66f8\u304d\u51fa\u3055\u306a\u3044\u3002\n- \u682a\u6570\u306f\u66f8\u304b\u308c\u305f\u6570\u5b57\u3092\u305d\u306e\u307e\u307e\u5199\u3059\u3002\u6bd4\u7387\u3092\u8a08\u7b97\u3057\u306a\u3044\u3002\u5408\u8a08\u3092\u51fa\u3055\u306a\u3044\u3002\n- \u9000\u4efb\u65e5\u304c\u3042\u308b\u5f79\u54e1\u306f status \u3092 \"resigned\" \u306b\u3057\u3001\u73fe\u4efb\u3068\u6df7\u305c\u306a\u3044\u3002\n- \u7d44\u7e54\u56f3\uff08ownership_chart\uff09\u306e\u5185\u5bb9\u3092\u3001\u682a\u4e3b\u540d\u7c3f\u306e\u682a\u4e3b\u3068\u3057\u3066\u66f8\u304d\u51fa\u3055\u306a\u3044\u3002\n- \u682a\u4e3b\u304c\u6cd5\u4eba\u306e\u5834\u5408\u306f holder_type \u3092 \"entity\" \u3068\u3057\u3001\u305d\u306e\u6cd5\u4eba\u306e\u682a\u4e3b\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3002\n- \u6cd5\u4eba\u540d\u30fb\u6c0f\u540d\u306e\u7db4\u308a\u3092\u76f4\u3055\u306a\u3044\u3002\u5927\u6587\u5b57\u30fb\u5c0f\u6587\u5b57\u30fb\u656c\u79f0\u3082\u305d\u306e\u307e\u307e\u5199\u3059\u3002\n- \u682a\u5f0f\u306e\u7a2e\u985e\u306b\u8b70\u6c7a\u6a29\u306e\u6709\u7121\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 voting \u306f \"not_stated\" \u3068\u3059\u308b\u3002\n- \u5b9f\u8cea\u7684\u652f\u914d\u8005\u306b\u5f53\u305f\u308b\u304b\u3069\u3046\u304b\u3092\u66f8\u304b\u306a\u3044\u3002\n- \u5404\u5024\u306e evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u539f\u6587\u306e\u6587\u5b57\u5217\u3068\u30da\u30fc\u30b8\u756a\u53f7\u3092\u5165\u308c\u308b\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_result}\n\u3010\u66f8\u985e\u306e\u30d5\u30a1\u30a4\u30eb\u540d\u3011{file_name}\n```\n\n**\u300c\u6bd4\u7387\u3092\u8a08\u7b97\u3057\u306a\u3044\u300d\u3068\u300c\u5408\u8a08\u3092\u51fa\u3055\u306a\u3044\u300d\u3092\u5206\u3051\u3066\u66f8\u3044\u3066\u3044\u308b\u306e\u306b\u306f\u7406\u7531\u304c\u3042\u308a\u307e\u3059\u3002** \u6bd4\u7387\u3060\u3051\u3092\u7981\u3058\u308b\u3068\u3001AI\u306f\u300c\u5408\u8a081,000,000\u682a\u300d\u306e\u3088\u3046\u306a\u6570\u5b57\u3092\u4f5c\u308a\u3001\u305d\u308c\u304c\u540d\u7c3f\u306e\u6570\u5b57\u3068\u98df\u3044\u9055\u3063\u3066\u3082\u898b\u5206\u3051\u304c\u3064\u304d\u307e\u305b\u3093\u3002**\u6570\u5b57\u3092\u4f5c\u308b\u4f59\u5730\u305d\u306e\u3082\u306e\u3092\u9589\u3058\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\u5f8c\u6bb5\u306b\u6d41\u3055\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"application_no\": \"\",\n  \"file_name\": \"\",\n  \"document_type\": \"register_of_members\",\n  \"entity\": {\n    \"name\": { \"value\": \"\", \"status\": \"found | not_found | unreadable\", \"evidence\": \"\", \"page\": 1 },\n    \"registration_no\": { \"value\": \"\", \"status\": \"\", \"evidence\": \"\", \"page\": 1 },\n    \"incorporation_date\": { \"value\": \"\", \"status\": \"\", \"evidence\": \"\", \"page\": 1 }\n  },\n  \"officers\": [\n    { \"name\": \"\", \"role\": \"\", \"appointed\": \"\", \"resigned\": \"\", \"status\": \"current | resigned\", \"evidence\": \"\", \"page\": 1 }\n  ],\n  \"shareholders\": [\n    { \"name\": \"\", \"holder_type\": \"individual | entity\", \"share_class\": \"\", \"voting\": \"yes | no | not_stated\",\n      \"shares\": \"\", \"table_row\": 0, \"confidence\": 0, \"evidence\": \"\", \"page\": 1 }\n  ]\n}\n```\n\n**\u7406\u7531\u306f\u3001AI\u306e\u51fa\u529b\u3068\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u8a08\u7b97\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `shareholders` \u306fAI\u304c\u539f\u6587\u306e\u307e\u307e\u57cb\u3081\u3001\u6bd4\u7387\u3068\u7167\u5408\u306e\u7d50\u679c\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5225\u306e\u8868\u306b\u66f8\u304d\u307e\u3059\u3002**\u5224\u5b9a\u306e\u898f\u5247\u304c\u5909\u308f\u3063\u3066\u3082\u3001\u76f4\u3059\u306e\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3060\u3051\u3067\u3059\u3002**\n\n\u7167\u5408\u306e\u7d50\u679c\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u3067\u51fa\u3057\u307e\u3059\u3002\n\n| \u5224\u5b9a | \u610f\u5473 |\n|:--|:--|\n| `match` | \u7533\u8fbc\u66f8\u306e\u7533\u544a\u3068\u66f8\u985e\u306e\u8a18\u8f09\u304c\u4e00\u81f4 |\n| `candidate` | \u7db4\u308a\u30fb\u59d3\u540d\u306e\u9806\u30fb\u30df\u30c9\u30eb\u30cd\u30fc\u30e0\u306e\u9055\u3044\u3060\u3051\u3067\u3001\u540c\u4e00\u4eba\u7269\u306e\u53ef\u80fd\u6027\u304c\u3042\u308b |\n| `mismatch` | \u7533\u544a\u3068\u66f8\u985e\u3067\u5024\u304c\u9055\u3046\uff08\u6301\u682a\u6bd4\u7387\u3001\u5f79\u8077\u3001\u6cd5\u4eba\u540d\u306e\u4e3b\u8981\u90e8\u5206\u306a\u3069\uff09 |\n| `not_found` | \u7533\u544a\u306b\u3042\u308b\u306e\u306b\u66f8\u985e\u306b\u7121\u3044\u3001\u307e\u305f\u306f\u66f8\u985e\u306b\u3042\u308b\u306e\u306b\u7533\u544a\u306b\u7121\u3044 |\n| `unreadable` | \u66f8\u985e\u306e\u8a72\u5f53\u7b87\u6240\u304c\u8aad\u3081\u305a\u3001\u7167\u5408\u3067\u304d\u306a\u3044 |\n\n**\u6bd4\u7387\u306e\u8a08\u7b97\u306f\u3001\u8b70\u6c7a\u6a29\u306e\u3042\u308b\u682a\u5f0f\u3060\u3051\u3067\u884c\u3044\u307e\u3059\u3002** `voting` \u304c `not_stated` \u306e\u682a\u5f0f\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u6cd5\u4eba\u306e\u6bd4\u7387\u306f\u78ba\u5b9a\u3055\u305b\u305a `unreadable` \u6271\u3044\u3067\u4eba\u306b\u56de\u3057\u307e\u3059\u3002**25\uff05\u3092\u8d85\u3048\u308b\u4eba\u306850\uff05\u3092\u8d85\u3048\u308b\u4eba\u3092\u6a5f\u68b0\u7684\u306b\u4e26\u3079\u308b\u306e\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4ed5\u4e8b\u3067\u3001\u305d\u306e\u4eba\u304c\u5b9f\u8cea\u7684\u652f\u914d\u8005\u306b\u5f53\u305f\u308b\u304b\u3092\u6c7a\u3081\u308b\u306e\u306f\u4eba\u306e\u4ed5\u4e8b\u3067\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 | AWS Lambda \u306e\u8d77\u52d5 | \u66f8\u985e\u306e\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 | \u5168\u6587\u30fb\u30ad\u30fc\u3068\u5024\u30fb\u8868\u30fb\u8cea\u554f\u3078\u306e\u7b54\u3048\u3092\u8fd4\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u66f8\u985e\u306e\u7a2e\u985e\u306e\u898b\u5206\u3051\u3068\u9805\u76ee\u306e\u5207\u308a\u5206\u3051\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d |\n| \u53e3\u5ea7\u958b\u8a2d\u306e\u53d7\u4ed8\u306e\u4ed5\u7d44\u307f | \u8aad\u307f\u53d6\u308a\uff08API\u307e\u305f\u306f\u30d5\u30a1\u30a4\u30eb\u51fa\u529b\uff09 | \u7533\u8fbc\u66f8\u306e\u7533\u544a\u3092\u53d6\u308a\u51fa\u3059 |\n| \u9867\u5ba2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u8aad\u307f\u53d6\u308a | \u524d\u56de\u306e\u78ba\u8a8d\u8a18\u9332\u3092\u5f15\u304f |\n| \u78ba\u8a8d\u8a18\u9332\u306e\u69d8\u5f0f | \u4e0b\u66f8\u304d\u306e\u66f8\u304d\u51fa\u3057 | \u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3066\u4ed5\u4e0a\u3052\u308b |\n\n**\u9867\u5ba2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u7167\u5408\u306e\u7d50\u679c\u3068\u78ba\u8a8d\u8a18\u9332\u306e\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3001**\u78ba\u5b9a\u3057\u305f\u5185\u5bb9\u3092\u767b\u9332\u3059\u308b\u306e\u306f\u8cac\u4efb\u8005\u306e\u627f\u8a8d\u306e\u5f8c\u3001\u4eba\u304c\u884c\u3044\u307e\u3059\u3002** \u66f8\u304d\u8fbc\u307f\u3092\u8db3\u3059\u3068\u3001\u8aad\u307f\u9055\u3044\u304c\u305d\u306e\u307e\u307e\u9867\u5ba2\u306e\u60c5\u5831\u306b\u306a\u308a\u307e\u3059\u3002\n\n\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\u306f\u55b6\u696d\u62c5\u5f53\u306e\u753b\u9762\u306b\u51fa\u3059\u3060\u3051\u306b\u3057\u307e\u3059\u3002**\u53d6\u5f15\u5148\u3078\u9001\u308b\u306e\u306f\u55b6\u696d\u62c5\u5f53\u3067\u3059\u3002**","human_review":"**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f\u3001`match` \u4ee5\u5916\u306e\u9805\u76ee\u3060\u3051\u3067\u3059\u3002** `match` \u306e\u9805\u76ee\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u307e\u3059\u3002\u5168\u9805\u76ee\u3092\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e20\u5206\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`unreadable` \u3092\u5148\u306b\u898b\u308b** \u2026 \u539f\u672c\u3067\u8a72\u5f53\u7b87\u6240\u3092\u8aad\u307f\u3001\u5024\u3092\u624b\u3067\u5165\u308c\u307e\u3059\u3002**\u591a\u304f\u306f\u30b9\u30ad\u30e3\u30f3\u306e\u53d6\u308a\u76f4\u3057\u3067\u89e3\u6c7a\u3057\u307e\u3059**\n2. **`candidate` \u3092\u6c7a\u3081\u308b** \u2026 \u751f\u5e74\u6708\u65e5\u3084\u4f4f\u6240\u306a\u3069\u3001\u540d\u524d\u4ee5\u5916\u306e\u9805\u76ee\u3082\u3042\u308f\u305b\u3066\u898b\u3066\u3001\u540c\u4e00\u4eba\u7269\u304b\u3092\u6c7a\u3081\u307e\u3059\n3. **`mismatch` \u3068 `not_found` \u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b** \u2026 `evidence` \u3068 `table_row` \u3067\u539f\u672c\u306e\u8a72\u5f53\u884c\u3092\u958b\u304d\u307e\u3059\u3002**\u7533\u544a\u306e\u8aa4\u308a\u304b\u3001\u66f8\u985e\u304c\u53e4\u3044\u304b\u3092\u5206\u3051\u307e\u3059**\n4. **\u6301\u682a\u6bd4\u7387\u306e\u8a08\u7b97\u306e\u5143\u3092\u78ba\u304b\u3081\u308b** \u2026 \u6bd4\u7387\u304c25\uff05\u308450\uff05\u306e\u5883\u76ee\u306b\u8fd1\u3044\u682a\u4e3b\u306f\u3001\u8a08\u7b97\u306b\u4f7f\u3063\u305f\u682a\u6570\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u307e\u3059\n5. **\u5224\u5b9a\u3092\u5909\u3048\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u306e\u5224\u5b9a\u306b\u5909\u3048\u305f\u304b\u3001\u7406\u7531\u3092\u6b8b\u3057\u307e\u3059\n\n**4\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5883\u76ee\u306e\u3059\u3050\u4e0a\u304b\u4e0b\u304b\u3067\u3001\u78ba\u8a8d\u3059\u308b\u4eba\u304c\u5897\u3048\u308b\u304b\u6e1b\u308b\u304b\u304c\u5909\u308f\u308a\u307e\u3059\u3002**\u8aad\u307f\u53d6\u308a\u306e1\u6841\u306e\u9055\u3044\u304c\u3001\u305d\u306e\u307e\u307e\u7d50\u8ad6\u306e\u9055\u3044\u306b\u306a\u308b\u5834\u6240\u3067\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u66f8\u985e\uff08\u4e2d\u56fd\u8a9e\u306e\u767b\u8a18\u66f8\u985e\u306a\u3069\uff09 | \u3053\u306e\u69cb\u6210\u3067\u306f\u8aad\u3081\u306a\u3044\u3002**\u7ffb\u8a33\u6587\u306e\u63d0\u51fa\u3092\u6c42\u3081\u3001\u539f\u672c\u3068\u7ffb\u8a33\u6587\u3092\u4e21\u65b9\u4fdd\u7ba1\u3059\u308b** |\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u306a\u3044\u3002\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u53d6\u308a\u5bc4\u305b\u308b |\n| XFA\u5f62\u5f0f\u306ePDF | \u6271\u3048\u306a\u3044\u3002\u5370\u5237\u3057\u76f4\u3057\u3066PDF\u306b\u3059\u308b |\n| \u682a\u4e3b\u540d\u7c3f\u304c\u8868\u306b\u306a\u3063\u3066\u3044\u306a\u3044\uff08\u6587\u7ae0\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\uff09 | `TABLES` \u3067\u53d6\u308c\u306a\u3044\u3002\u5168\u6587\u304b\u3089\u5207\u308a\u5206\u3051\u305f\u7d50\u679c\u3092 `unreadable` \u6271\u3044\u3067\u4eba\u306b\u56de\u3059 |\n| \u6cd5\u4eba\u682a\u4e3b\u306e\u540d\u7c3f\u304c\u51fa\u3066\u3044\u306a\u3044 | \u8db3\u308a\u306a\u3044\u66f8\u985e\u3068\u3057\u3066\u7167\u4f1a\u306e\u4e00\u89a7\u306b\u8f09\u305b\u3001\u6bd4\u7387\u306e\u8a08\u7b97\u3092\u305d\u306e\u6bb5\u3067\u6b62\u3081\u308b |\n| \u682a\u5f0f\u306e\u7a2e\u985e\u306b\u8b70\u6c7a\u6a29\u306e\u8a18\u8f09\u304c\u7121\u3044 | `not_stated`\u3002\u6bd4\u7387\u3092\u78ba\u5b9a\u3055\u305b\u305a\u4eba\u306b\u56de\u3059 |\n| \u66f8\u985e\u306e\u65e5\u4ed8\u304c\u53e4\u3044 | \u767a\u884c\u65e5\u3092\u4e00\u89a7\u306b\u51fa\u3057\u3001\u793e\u5185\u306e\u57fa\u6e96\u3088\u308a\u53e4\u3051\u308c\u3070\u53d6\u308a\u76f4\u3057\u3092\u6c42\u3081\u308b |\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\u305d\u306e\u66f8\u985e\u3092 `unreadable` \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\u30895\u884c\u76ee\u304c\u3001\u6700\u3082\u6642\u9593\u3092\u53d6\u308b\u4f8b\u5916\u3067\u3059\u3002** **\u9061\u308a\u304c\u9014\u4e2d\u3067\u6b62\u307e\u3063\u305f\u3053\u3068\u3092\u3001\u6b62\u307e\u3063\u305f\u6bb5\u3068\u3042\u308f\u305b\u3066\u4e00\u89a7\u306b\u51fa\u3059**\u306e\u304c\u3001\u7167\u4f1a\u30921\u56de\u3067\u6e08\u307e\u305b\u308b\u6761\u4ef6\u3067\u3059\u3002","log_storage":"- \u539f\u672c\u306ePDF\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u7533\u8fbc\u756a\u53f7\u30fb\u7d4c\u8def\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08`GetDocumentAnalysis` \u306e\u5168\u30da\u30fc\u30b8\u5206\uff09\n- AI\u306e\u5207\u308a\u5206\u3051\u306e\u7d50\u679c\uff08`entity`\u3001`officers`\u3001`shareholders`\uff09\n- \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u3057\u305f\u6301\u682a\u6bd4\u7387\u3068\u7167\u5408\u306e\u7d50\u679c\u3001**\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u7533\u8fbc\u66f8\u306e\u7533\u544a\u306e\u5185\u5bb9**\n- **\u62c5\u5f53\u8005\u304c\u5224\u5b9a\u3092\u5909\u3048\u305f\u8a18\u9332** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u306e\u5224\u5b9a\u306b\u3001\u306a\u305c\u5909\u3048\u305f\u304b\n- \u8cac\u4efb\u8005\u306e\u627f\u8a8d\u306e\u65e5\u6642\u3068\u3001\u78ba\u5b9a\u3057\u305f\u5b9f\u8cea\u7684\u652f\u914d\u8005\n- \u7167\u4f1a\u3057\u305f\u5185\u5bb9\u3068\u3001\u53d6\u5f15\u5148\u304b\u3089\u306e\u56de\u7b54\u306e\u66f8\u985e\n\n**\u78ba\u8a8d\u8a18\u9332\u3068\u305d\u306e\u6dfb\u4ed8\u306f\u30017\u5e74\u9593\u306e\u4fdd\u5b58\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002** \u72af\u7f6a\u53ce\u76ca\u79fb\u8ee2\u9632\u6b62\u6cd5\u306e\u6982\u8981\u3067\u3001\u7279\u5b9a\u4e8b\u696d\u8005\u306e\u7fa9\u52d9\u3068\u3057\u3066\u78ba\u8a8d\u8a18\u9332\u30fb\u53d6\u5f15\u8a18\u9332\u7b49\u306e\u4f5c\u6210\u30687\u5e74\u9593\u306e\u4fdd\u5b58\u304c\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002**\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3068AI\u306e\u51fa\u529b\u3092\u78ba\u8a8d\u8a18\u9332\u306e\u4e00\u90e8\u3068\u3057\u3066\u6b8b\u3059\u304b\u3001\u4f5c\u696d\u306e\u8a18\u9332\u3068\u3057\u3066\u6b8b\u3059\u304b\u3092\u3001\u6700\u521d\u306b\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":4,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":5,"assumption_frequency":90,"assumption_workdays":20,"volume_month":90,"before_minutes_per_case":60,"after_minutes_per_case":20,"hourly_cost":4000,"before_hours_month":90,"after_hours_month":30,"saved_hours_month":60,"reduction_rate":67,"saved_hours_year":720,"annual_cost_effect":2880000,"summary":"\u6d77\u5916\u6cd5\u4eba\u304c\u53e3\u5ea7\u958b\u8a2d\u306e\u3068\u304d\u306b\u51fa\u3059\u82f1\u6587\u306e\u8a2d\u7acb\u8a3c\u660e\u66f8\u30fb\u5f79\u54e1\u540d\u7c3f\u30fb\u682a\u4e3b\u540d\u7c3f\u3092\u8aad\u307f\u53d6\u308a\u3001\u6cd5\u4eba\u540d\u30fb\u767b\u9332\u756a\u53f7\u30fb\u5f79\u54e1\u30fb\u682a\u4e3b\u3068\u6301\u682a\u6570\u3092\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\u305d\u308c\u3092\u7533\u8fbc\u66f8\u306b\u7533\u544a\u3055\u308c\u305f\u5f79\u54e1\u3068\u5b9f\u8cea\u7684\u652f\u914d\u8005\u3068\u9805\u76ee\u3054\u3068\u306b\u7a81\u304d\u5408\u308f\u305b\u3001\u98df\u3044\u9055\u3044\u3068\u8db3\u308a\u306a\u3044\u66f8\u985e\u3092\u62c5\u5f53\u8005\u306b\u8fd4\u3057\u307e\u3059\u3002","before_flow":"1. \u55b6\u696d\u62c5\u5f53\u304c\u3001\u5916\u56fd\u6cd5\u4eba\u304b\u3089\u7533\u8fbc\u66f8\u3068\u82f1\u6587\u306e\u4f1a\u793e\u66f8\u985e\uff08PDF\uff09\u3092\u53d7\u3051\u53d6\u308a\u3001\u53d7\u4ed8\u306e\u4ed5\u7d44\u307f\u306b\u767b\u9332\u3059\u308b\n2. \u53d6\u5f15\u6642\u78ba\u8a8d\u306e\u62c5\u5f53\u304c\u3001\u8a2d\u7acb\u8a3c\u660e\u66f8\u3092\u958b\u3044\u3066\u6cd5\u4eba\u540d\u30fb\u767b\u9332\u756a\u53f7\u30fb\u8a2d\u7acb\u65e5\u30fb\u767b\u9332\u4e0a\u306e\u4f4f\u6240\u3092\u78ba\u8a8d\u8a18\u9332\u306e\u69d8\u5f0f\u306b\u66f8\u304d\u5199\u3059\n3. \u5f79\u54e1\u540d\u7c3f\u3092\u958b\u304d\u3001\u5f79\u54e1\u306e\u6c0f\u540d\u30fb\u5f79\u8077\u30fb\u5c31\u4efb\u65e5\u3092\u66f8\u304d\u5199\u3059\u3002\u7533\u8fbc\u66f8\u306e\u300c\u53d6\u5f15\u62c5\u5f53\u8005\u300d\u304c\u5f79\u54e1\u304b\u3001\u59d4\u4efb\u72b6\u304c\u3042\u308b\u304b\u3092\u898b\u308b\n4. \u682a\u4e3b\u540d\u7c3f\u3092\u958b\u304d\u3001\u682a\u4e3b\u3054\u3068\u306e\u682a\u6570\u3092\u96fb\u5353\u3067\u8db3\u3057\u3066\u6301\u682a\u6bd4\u7387\u3092\u51fa\u3059\u3002\u682a\u4e3b\u304c\u6cd5\u4eba\u306a\u3089\u3001\u305d\u306e\u6cd5\u4eba\u306e\u682a\u4e3b\u540d\u7c3f\u3092\u6c42\u3081\u3066\u540c\u3058\u3053\u3068\u3092\u3059\u308b\n5. \u7533\u8fbc\u66f8\u3067\u7533\u544a\u3055\u308c\u305f\u5b9f\u8cea\u7684\u652f\u914d\u8005\u3068\u3001\u540d\u7c3f\u304b\u3089\u8a08\u7b97\u3057\u305f\u7d50\u679c\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\n6. \u98df\u3044\u9055\u3044\u3084\u8db3\u308a\u306a\u3044\u66f8\u985e\u304c\u3042\u308c\u3070\u3001\u55b6\u696d\u62c5\u5f53\u306b\u7167\u4f1a\u306e\u5185\u5bb9\u3092\u30e1\u30fc\u30eb\u3067\u4f1d\u3048\u308b\n7. \u305d\u308d\u3063\u305f\u3082\u306e\u3092\u78ba\u8a8d\u8a18\u9332\u3068\u3057\u3066\u4ed5\u4e0a\u3052\u3001\u8cac\u4efb\u8005\u306e\u627f\u8a8d\u306b\u56de\u3059\n\n**\uff08a\uff09\u66f8\u985e\u3069\u3046\u3057\u306e\u98df\u3044\u9055\u3044\u3092\u898b\u843d\u3068\u3059\u3002** \u8a2d\u7acb\u8a3c\u660e\u66f8\u306e\u6cd5\u4eba\u540d\u306b\u300cPte. Ltd.\u300d\u304c\u4ed8\u304d\u3001\u7533\u8fbc\u66f8\u306b\u306f\u4ed8\u3044\u3066\u3044\u306a\u3044\u3002\u5f79\u54e1\u540d\u7c3f\u306e\u4f4f\u6240\u304c\u53e4\u3044\u3002**1\u4ef6\u306e\u4e2d\u306b3\u301c5\u7a2e\u985e\u306e\u66f8\u985e\u304c\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u304c\u5c11\u3057\u305a\u3064\u9055\u3044\u307e\u3059\u3002**\n\n**\uff08b\uff09\u6301\u682a\u6bd4\u7387\u306e\u8a08\u7b97\u3092\u3001\u7d19\u3068\u96fb\u5353\u3067\u3057\u3066\u3044\u308b\u3002** \u682a\u4e3b\u540d\u7c3f\u306b\u306f\u666e\u901a\u682a\u3068\u512a\u5148\u682a\u304c\u6df7\u3056\u308a\u3001\u8b70\u6c7a\u6a29\u306e\u7121\u3044\u682a\u5f0f\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\u682a\u6570\u306e\u5408\u8a08\u3060\u3051\u3067\u6bd4\u7387\u3092\u51fa\u3059\u3068\u3001\u8b70\u6c7a\u6a29\u306e\u6bd4\u7387\u3068\u5408\u308f\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u6301\u682a\u4f1a\u793e\u3092\u306f\u3055\u3080\u3068\u30012\u6bb5\u30013\u6bb5\u3068\u9061\u308b\u8a08\u7b97\u306b\u306a\u308a\u3001\u9014\u4e2d\u30671\u6841\u3067\u3082\u5199\u3057\u9593\u9055\u3048\u308b\u3068\u7d50\u8ad6\u304c\u5909\u308f\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u540d\u524d\u306e\u7167\u5408\u304c\u62c5\u5f53\u8005\u3054\u3068\u306b\u9055\u3046\u3002** \u300cTAN Mei Ling\u300d\u3068\u300cMei Ling Tan\u300d\u3092\u540c\u3058\u4eba\u3068\u3059\u308b\u304b\u3002**\u6c7a\u307e\u308a\u304c\u7121\u3044\u306e\u3067\u3001\u62c5\u5f53\u8005\u306b\u3088\u3063\u3066\u9055\u3046\u7167\u4f1a\u304c\u51fa\u307e\u3059\u3002**\n\n**\uff08d\uff09\u7167\u4f1a\u306e\u5f80\u5fa9\u3067\u65e5\u6570\u304c\u5ef6\u3073\u308b\u3002** \u8db3\u308a\u306a\u3044\u66f8\u985e\u304c\u5f8c\u304b\u30891\u3064\u305a\u3064\u898b\u3064\u304b\u308a\u3001**\u55b6\u696d\u62c5\u5f53\u304c\u53d6\u5f15\u5148\u306b\u4f55\u5ea6\u3082\u9023\u7d61\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**","before_flow_steps":["\u55b6\u696d\u62c5\u5f53\u304c\u3001\u5916\u56fd\u6cd5\u4eba\u304b\u3089\u7533\u8fbc\u66f8\u3068\u82f1\u6587\u306e\u4f1a\u793e\u66f8\u985e\uff08PDF\uff09\u3092\u53d7\u3051\u53d6\u308a\u3001\u53d7\u4ed8\u306e\u4ed5\u7d44\u307f\u306b\u767b\u9332\u3059\u308b","\u53d6\u5f15\u6642\u78ba\u8a8d\u306e\u62c5\u5f53\u304c\u3001\u8a2d\u7acb\u8a3c\u660e\u66f8\u3092\u958b\u3044\u3066\u6cd5\u4eba\u540d\u30fb\u767b\u9332\u756a\u53f7\u30fb\u8a2d\u7acb\u65e5\u30fb\u767b\u9332\u4e0a\u306e\u4f4f\u6240\u3092\u78ba\u8a8d\u8a18\u9332\u306e\u69d8\u5f0f\u306b\u66f8\u304d\u5199\u3059","\u5f79\u54e1\u540d\u7c3f\u3092\u958b\u304d\u3001\u5f79\u54e1\u306e\u6c0f\u540d\u30fb\u5f79\u8077\u30fb\u5c31\u4efb\u65e5\u3092\u66f8\u304d\u5199\u3059\u3002\u7533\u8fbc\u66f8\u306e\u300c\u53d6\u5f15\u62c5\u5f53\u8005\u300d\u304c\u5f79\u54e1\u304b\u3001\u59d4\u4efb\u72b6\u304c\u3042\u308b\u304b\u3092\u898b\u308b","\u682a\u4e3b\u540d\u7c3f\u3092\u958b\u304d\u3001\u682a\u4e3b\u3054\u3068\u306e\u682a\u6570\u3092\u96fb\u5353\u3067\u8db3\u3057\u3066\u6301\u682a\u6bd4\u7387\u3092\u51fa\u3059\u3002\u682a\u4e3b\u304c\u6cd5\u4eba\u306a\u3089\u3001\u305d\u306e\u6cd5\u4eba\u306e\u682a\u4e3b\u540d\u7c3f\u3092\u6c42\u3081\u3066\u540c\u3058\u3053\u3068\u3092\u3059\u308b","\u7533\u8fbc\u66f8\u3067\u7533\u544a\u3055\u308c\u305f\u5b9f\u8cea\u7684\u652f\u914d\u8005\u3068\u3001\u540d\u7c3f\u304b\u3089\u8a08\u7b97\u3057\u305f\u7d50\u679c\u3092\u7a81\u304d\u5408\u308f\u305b\u308b","\u98df\u3044\u9055\u3044\u3084\u8db3\u308a\u306a\u3044\u66f8\u985e\u304c\u3042\u308c\u3070\u3001\u55b6\u696d\u62c5\u5f53\u306b\u7167\u4f1a\u306e\u5185\u5bb9\u3092\u30e1\u30fc\u30eb\u3067\u4f1d\u3048\u308b","\u305d\u308d\u3063\u305f\u3082\u306e\u3092\u78ba\u8a8d\u8a18\u9332\u3068\u3057\u3066\u4ed5\u4e0a\u3052\u3001\u8cac\u4efb\u8005\u306e\u627f\u8a8d\u306b\u56de\u3059"],"after_flow":"1. **\u3010\u4eba\u3011** \u55b6\u696d\u62c5\u5f53\u304c\u3001\u7533\u8fbc\u66f8\u3068\u82f1\u6587\u306e\u4f1a\u793e\u66f8\u985e\u3092PDF\u3067\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\u3002\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u7533\u8fbc\u756a\u53f7\u3092\u4ed8\u3051\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\u66f8\u985e\u3054\u3068\u306b\u5168\u6587\u30fb\u30ad\u30fc\u3068\u5024\u30fb\u8868\u30fb\u8cea\u554f\u3078\u306e\u7b54\u3048\u3092\u3001\u4fe1\u983c\u5ea6\u4ed8\u304d\u3067\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u66f8\u985e\u306e\u7a2e\u985e\u3092\u898b\u5206\u3051\u3001\u6cd5\u4eba\u30fb\u5f79\u54e1\u30fb\u682a\u4e3b\u306e\u9805\u76ee\u3092\u539f\u6587\u306e\u307e\u307e\u5207\u308a\u5206\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u682a\u4e3b\u540d\u7c3f\u306e\u8868\u304b\u3089\u6301\u682a\u6bd4\u7387\u3092\u8a08\u7b97\u3057\u3001\u6cd5\u4eba\u682a\u4e3b\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u6cd5\u4eba\u306e\u540d\u7c3f\u304c\u51fa\u3066\u3044\u308b\u304b\u3092\u898b\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u7533\u8fbc\u66f8\u306e\u7533\u544a\u3068\u3001\u9805\u76ee\u3054\u3068\u306b `match` \uff0f `candidate` \uff0f `mismatch` \uff0f `not_found` \uff0f `unreadable` \u3092\u4ed8\u3051\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u8db3\u308a\u306a\u3044\u66f8\u985e\u3068\u7167\u4f1a\u4e8b\u9805\u306e\u4e00\u89a7\u3001\u78ba\u8a8d\u8a18\u9332\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `match` \u4ee5\u5916\u306e\u9805\u76ee\u3060\u3051\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u3001\u540c\u4e00\u4eba\u7269\u304b\u3069\u3046\u304b\u3001\u7167\u4f1a\u3059\u308b\u304b\u3092\u6c7a\u3081\u308b\n9. **\u3010\u4eba\u3011** \u8cac\u4efb\u8005\u304c\u5b9f\u8cea\u7684\u652f\u914d\u8005\u306e\u5224\u65ad\u3068\u78ba\u8a8d\u8a18\u9332\u3092\u627f\u8a8d\u3059\u308b\n\n**8\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u62c5\u5f53\u8005\u306f\u5168\u4ef6\u306e\u66f8\u985e\u3092\u6700\u521d\u304b\u3089\u8aad\u307f\u307e\u305b\u3093\u3002**\u5370\u306e\u4ed8\u3044\u305f\u9805\u76ee\u306b\u3064\u3044\u3066\u3001\u539f\u672c\u306e\u3069\u3053\u306b\u4f55\u304c\u66f8\u3044\u3066\u3042\u308b\u304b\u3092\u78ba\u304b\u3081\u308b**\u3053\u3068\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002\u5168\u9805\u76ee\u3092\u4eba\u304c\u8aad\u307f\u76f4\u3059\u8a2d\u8a08\u306b\u3059\u308b\u3068\u300160\u5206\u306f\u307b\u3068\u3093\u3069\u6e1b\u308a\u307e\u305b\u3093\u3002\n\n**5\u756a\u76ee\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u3057\u3066\u3044\u308b\u306e\u3082\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u7b54\u3048\u304c1\u3064\u306b\u6c7a\u307e\u308b\u8a08\u7b97\u3092AI\u306b\u3055\u305b\u308b\u3068\u3001\u540c\u3058\u5165\u529b\u3067\u9055\u3046\u7b54\u3048\u304c\u51fa\u308b\u4f59\u5730\u3092\u4f5c\u308a\u307e\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u55b6\u696d\u62c5\u5f53\u304c\u3001\u7533\u8fbc\u66f8\u3068\u82f1\u6587\u306e\u4f1a\u793e\u66f8\u985e\u3092PDF\u3067\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\u3002\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u7533\u8fbc\u756a\u53f7\u3092\u4ed8\u3051\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\u66f8\u985e\u3054\u3068\u306b\u5168\u6587\u30fb\u30ad\u30fc\u3068\u5024\u30fb\u8868\u30fb\u8cea\u554f\u3078\u306e\u7b54\u3048\u3092\u3001\u4fe1\u983c\u5ea6\u4ed8\u304d\u3067\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u66f8\u985e\u306e\u7a2e\u985e\u3092\u898b\u5206\u3051\u3001\u6cd5\u4eba\u30fb\u5f79\u54e1\u30fb\u682a\u4e3b\u306e\u9805\u76ee\u3092\u539f\u6587\u306e\u307e\u307e\u5207\u308a\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u682a\u4e3b\u540d\u7c3f\u306e\u8868\u304b\u3089\u6301\u682a\u6bd4\u7387\u3092\u8a08\u7b97\u3057\u3001\u6cd5\u4eba\u682a\u4e3b\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u6cd5\u4eba\u306e\u540d\u7c3f\u304c\u51fa\u3066\u3044\u308b\u304b\u3092\u898b\u308b","**\u3010\u81ea\u52d5\u3011** \u7533\u8fbc\u66f8\u306e\u7533\u544a\u3068\u3001\u9805\u76ee\u3054\u3068\u306b `match` \uff0f `candidate` \uff0f `mismatch` \uff0f `not_found` \uff0f `unreadable` \u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u8db3\u308a\u306a\u3044\u66f8\u985e\u3068\u7167\u4f1a\u4e8b\u9805\u306e\u4e00\u89a7\u3001\u78ba\u8a8d\u8a18\u9332\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `match` \u4ee5\u5916\u306e\u9805\u76ee\u3060\u3051\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u3001\u540c\u4e00\u4eba\u7269\u304b\u3069\u3046\u304b\u3001\u7167\u4f1a\u3059\u308b\u304b\u3092\u6c7a\u3081\u308b","**\u3010\u4eba\u3011** \u8cac\u4efb\u8005\u304c\u5b9f\u8cea\u7684\u652f\u914d\u8005\u306e\u5224\u65ad\u3068\u78ba\u8a8d\u8a18\u9332\u3092\u627f\u8a8d\u3059\u308b"],"architecture":"```\n\u7533\u8fbc\u66f8\uff0b\u82f1\u6587\u306e\u4f1a\u793e\u66f8\u985e\uff08\u8a2d\u7acb\u8a3c\u660e\u66f8\u30fb\u5f79\u54e1\u540d\u7c3f\u30fb\u682a\u4e3b\u540d\u7c3f\u30fb\u7d44\u7e54\u56f3\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\u30fb\u7533\u8fbc\u756a\u53f7\u306e\u78ba\u8a8d\n   \u25bc\nAWS Textract\uff08StartDocumentAnalysis\uff1aFORMS\uff0fTABLES\uff0fQUERIES\uff0fLAYOUT\uff09\n   \u2502   \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3068\u30bb\u30eb\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\n   \u25bc\nClaude API \u2500\u2500 \u66f8\u985e\u306e\u7a2e\u985e\u306e\u898b\u5206\u3051\u3068\u3001\u6cd5\u4eba\u30fb\u5f79\u54e1\u30fb\u682a\u4e3b\u306e\u9805\u76ee\u306e\u5207\u308a\u5206\u3051\n   \u2502   \u2460 \u6cd5\u4eba\u540d\u3068\u767b\u9332\u756a\u53f7   \u2461 \u8a2d\u7acb\u65e5\u3068\u8a2d\u7acb\u5730   \u2462 \u767b\u9332\u4e0a\u306e\u4f4f\u6240\n   \u2502   \u2463 \u5f79\u54e1\u3068\u5f79\u8077          \u2464 \u682a\u4e3b\u30fb\u682a\u5f0f\u306e\u7a2e\u985e\u30fb\u682a\u6570\n   \u25bc\nPython \u2500\u2500 \u6301\u682a\u6bd4\u7387\u306e\u8a08\u7b97\u3001\u6cd5\u4eba\u682a\u4e3b\u306e\u9061\u308a\u3001\u7533\u8fbc\u66f8\u3068\u306e\u7167\u5408\n   \u25bc\n\u7167\u5408\u306e\u4e00\u89a7\uff08match \uff0f candidate \uff0f mismatch \uff0f not_found \uff0f unreadable\uff09\n\uff0b \u8db3\u308a\u306a\u3044\u66f8\u985e\u3068\u7167\u4f1a\u4e8b\u9805 \uff0b \u78ba\u8a8d\u8a18\u9332\u306e\u4e0b\u66f8\u304d\n   \u25bc\n\u3010\u62c5\u5f53\u8005\u304c\u5370\u306e\u4ed8\u3044\u305f\u9805\u76ee\u3092\u539f\u672c\u3067\u78ba\u8a8d \u2192 \u8cac\u4efb\u8005\u304c\u627f\u8a8d\u3011\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\u66f8\u985e\u306e\u7a2e\u985e\u306e\u898b\u5206\u3051\u3001\u9805\u76ee\u306e\u5207\u308a\u5206\u3051\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u6301\u682a\u6bd4\u7387\u306e\u8a08\u7b97\u3001\u6cd5\u4eba\u682a\u4e3b\u306e\u9061\u308a\u3001\u7533\u8fbc\u66f8\u3068\u306e\u7167\u5408\uff09 | \u9867\u5ba2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\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\u539f\u672c\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u7167\u5408\u306e\u7d50\u679c\u3001\u78ba\u8a8d\u8a18\u9332\u306e\u7248\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u53d7\u4ed8\u306e\u4ed5\u7d44\u307f\u3068\u9867\u5ba2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6700\u521d\u306e\u6e96\u5099\u306f\u3001**\u7533\u544a\u3055\u308c\u305f\u5f79\u54e1\u3068\u5b9f\u8cea\u7684\u652f\u914d\u8005\u3092\u3001\u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u4f4f\u6240\u30fb\u6301\u682a\u6bd4\u7387\u306e\u5217\u3067\u53d6\u308a\u51fa\u305b\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068**\u3067\u3059\u3002\n\n**OCR\u306b AWS Textract \u3092\u9078\u3076\u306e\u306f\u3001\u66f8\u985e\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**\u65e5\u672c\u8a9e\u3084\u4e2d\u56fd\u8a9e\u306f\u8aad\u3081\u305a\u3001\u7e26\u66f8\u304d\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093\u3002** \u8cea\u554f\u306b\u3088\u308b\u8aad\u307f\u53d6\u308a\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u3067\u3059\u3002\u4e2d\u56fd\u8a9e\u306e\u66f8\u985e\u304c\u5c4a\u304f\u9999\u6e2f\u30fb\u4e2d\u56fd\u672c\u571f\u306e\u6cd5\u4eba\u306f\u3001\u3053\u306e\u69cb\u6210\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\uff08\u7b2c7\u7ae0\u306e\u4f8b\u5916\u51e6\u7406\uff09\u3002\n\n**\u3053\u306e\u984c\u6750\u3067\u52b9\u304f\u306e\u306f\u3001\u8868\uff08`TABLES`\uff09\u306e\u8aad\u307f\u53d6\u308a\u3067\u3059\u3002** \u8868\u306f `TABLE` \u3068 `CELL` \u306e\u30d6\u30ed\u30c3\u30af\u3067\u8fd4\u308a\u3001\u30bb\u30eb\u3054\u3068\u306b\u884c\u756a\u53f7\u30fb\u5217\u756a\u53f7\u3068\u4fe1\u983c\u5ea6\u304c\u4ed8\u304d\u307e\u3059\u3002\u898b\u51fa\u3057\u306e\u5217\u306f `COLUMN_HEADER`\u3001\u5408\u8a08\u306e\u884c\u306f `TABLE_SUMMARY` \u3068\u3057\u3066\u898b\u5206\u3051\u3089\u308c\u307e\u3059\u3002**\u682a\u4e3b\u540d\u7c3f\u306e\u300cTotal\u300d\u306e\u884c\u3092\u682a\u4e3b\u306e1\u4eba\u3068\u3057\u3066\u6570\u3048\u306a\u3044**\u305f\u3081\u306b\u3001\u3053\u306e\u533a\u5225\u3092\u4f7f\u3044\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306bPDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u53e3\u5ea7\u958b\u8a2d\u306e\u7533\u8fbc\u306f\u6bce\u65e5\u3070\u3089\u3070\u3089\u306b\u5c4a\u304f\u305f\u3081\u3001**1\u65e51\u56de\u306e\u5b9a\u6642\u5b9f\u884c\u306b\u306f\u3057\u307e\u305b\u3093\u3002** \u53d7\u3051\u53d6\u3063\u305f\u65e5\u306e\u3046\u3061\u306b\u4e0d\u8db3\u3092\u8fd4\u305b\u3070\u3001\u7167\u4f1a\u306e\u5f80\u5fa9\u30921\u56de\u3067\u6e08\u307e\u305b\u3089\u308c\u307e\u3059\u3002\n\n\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u7533\u8fbc\u756a\u53f7\u3092\u4ed8\u3051\u308b\u3068\u3053\u308d\u307e\u3067\u3092\u55b6\u696d\u62c5\u5f53\u304c\u884c\u3044\u307e\u3059\u3002**\u7533\u8fbc\u756a\u53f7\u306e\u7121\u3044\u30d5\u30a1\u30a4\u30eb\u306f\u3001\u7167\u5408\u306e\u76f8\u624b\u3092\u6c7a\u3081\u3089\u308c\u306a\u3044\u306e\u3067\u3001\u51e6\u7406\u3092\u59cb\u3081\u308b\u524d\u306b\u6b62\u3081\u3066\u55b6\u696d\u62c5\u5f53\u306b\u623b\u3057\u307e\u3059\u3002** 1\u4ef6\u306e\u7533\u8fbc\u306b\u66f8\u985e\u304c\u8907\u6570\u3042\u308b\u305f\u3081\u3001\u7533\u8fbc\u756a\u53f7\u3054\u3068\u306b\u300c\u66f8\u985e\u304c\u305d\u308d\u3063\u305f\u300d\u5408\u56f3\u3092\u53d7\u4ed8\u306e\u4ed5\u7d44\u307f\u304b\u3089\u51fa\u3057\u3001\u305d\u308c\u3092\u5f85\u3063\u3066\u307e\u3068\u3081\u3066\u52d5\u304b\u3057\u307e\u3059\u3002\n\nS3 \u3078\u306e\u4fdd\u5b58\u3092 AWS Lambda \u304c\u53d7\u3051\u3001\u66f8\u985e\u3054\u3068\u306b `StartDocumentAnalysis` \u3092\u547c\u3073\u307e\u3059\u3002`ClientRequestToken` \u306b\u7533\u8fbc\u756a\u53f7\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\u66f8\u985e\u3092\u4e8c\u5ea6\u8aad\u307f\u307e\u305b\u3093\u3002** `JobTag` \u306b\u306f\u7533\u8fbc\u756a\u53f7\u3092\u5165\u308c\u3001\u5b8c\u4e86\u306e\u901a\u77e5\uff08Amazon SNS\uff09\u304b\u3089\u3069\u306e\u7533\u8fbc\u306e\u66f8\u985e\u304b\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### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u4f1a\u793e\u66f8\u985e\u306ePDF | \u8a2d\u7acb\u8a3c\u660e\u66f8\u3001\u5f79\u54e1\u540d\u7c3f\u3001\u682a\u4e3b\u540d\u7c3f\u3001\u7d44\u7e54\u56f3\u3001\u5b58\u7d9a\u8a3c\u660e\u66f8\u306a\u3069 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3068\u30bb\u30eb\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u7533\u8fbc\u66f8\u306e\u7533\u544a | \u6cd5\u4eba\u540d\u3001\u767b\u9332\u756a\u53f7\u3001\u672c\u5e97\u6240\u5728\u5730\u3001\u5f79\u54e1\u3001\u53d6\u5f15\u62c5\u5f53\u8005\u3001\u5b9f\u8cea\u7684\u652f\u914d\u8005\u3068\u305d\u306e\u6301\u682a\u6bd4\u7387 | \u53e3\u5ea7\u958b\u8a2d\u306e\u53d7\u4ed8\u306e\u4ed5\u7d44\u307f |\n| \u524d\u56de\u306e\u78ba\u8a8d\u8a18\u9332 | \u7d99\u7d9a\u53d6\u5f15\u5148\u306a\u3089\u3001\u524d\u56de\u78ba\u5b9a\u3057\u305f\u5f79\u54e1\u30fb\u682a\u4e3b\u30fb\u5b9f\u8cea\u7684\u652f\u914d\u8005 | \u9867\u5ba2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3001S3 \u306e\u4fdd\u7ba1\u9818\u57df |\n| \u56fd\u30fb\u5730\u57df\u3054\u3068\u306e\u66f8\u985e\u306e\u5bfe\u5fdc\u8868 | \u305d\u306e\u56fd\u3067\u8a2d\u7acb\u8a3c\u660e\u66f8\u30fb\u5f79\u54e1\u30fb\u682a\u4e3b\u3092\u793a\u3059\u66f8\u985e\u306e\u540d\u524d\u3068\u3001\u767a\u884c\u8005 | \u6cd5\u52d9\u304c\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n| \u540d\u524d\u306e\u8868\u8a18\u306e\u6c7a\u307e\u308a | \u59d3\u540d\u306e\u9806\u3001\u656c\u79f0\u3001\u3088\u304f\u3042\u308b\u7db4\u308a\u306e\u63fa\u308c\u306e\u6271\u3044 | \u6cd5\u52d9\u304c\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e3\u3064\u3067\u3059\u3002** \u524d\u56de\u306e\u78ba\u8a8d\u8a18\u9332\u304c\u7121\u3051\u308c\u3070\u3001\u7d99\u7d9a\u53d6\u5f15\u5148\u306e\u300c\u4f55\u304c\u5909\u308f\u3063\u305f\u304b\u300d\u3092\u8a00\u3048\u307e\u305b\u3093\u3002**\u56fd\u3054\u3068\u306e\u66f8\u985e\u306e\u5bfe\u5fdc\u8868\u304c\u7121\u3051\u308c\u3070\u3001\u8db3\u308a\u306a\u3044\u66f8\u985e\u3092\u6319\u3052\u3089\u308c\u307e\u305b\u3093\u3002** \u30b7\u30f3\u30ac\u30dd\u30fc\u30eb\u306e\u6cd5\u4eba\u3067\u5f79\u54e1\u3092\u793a\u3059\u306e\u304c\u4f55\u3068\u3044\u3046\u66f8\u985e\u304b\u3092\u77e5\u3089\u306a\u3044\u3068\u3001\u300c\u5f79\u54e1\u540d\u7c3f\u304c\u7121\u3044\u300d\u3068\u3082\u300c\u5225\u306e\u66f8\u985e\u3067\u8db3\u308a\u308b\u300d\u3068\u3082\u8a00\u3048\u306a\u3044\u304b\u3089\u3067\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u8aad\u307f\u53d6\u308a\u306f `StartDocumentAnalysis` \u306b `FeatureTypes` \u3068\u3057\u3066 `FORMS`\u3001`TABLES`\u3001`QUERIES`\u3001`LAYOUT` \u3092\u6307\u5b9a\u3057\u3066\u884c\u3044\u307e\u3059\u3002**\u5168\u6587\u306e\u884c\u3068\u5358\u8a9e\u306f\u3001\u6307\u5b9a\u3057\u305f\u6a5f\u80fd\u306b\u304b\u304b\u308f\u3089\u305a\u8fd4\u308a\u307e\u3059\u3002** \u7d50\u679c\u306f `GetDocumentAnalysis` \u3067\u53d6\u308a\u307e\u3059\u30021\u56de\u306b\u8fd4\u308b\u30d6\u30ed\u30c3\u30af\u306f\u65e2\u5b9a\u3067\u6700\u59271,000\u4ef6\u306a\u306e\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\u30da\u30fc\u30b8\u3092\u542b\u3080\u66f8\u985e\u306f `unreadable` \u3068\u3057\u3066\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u306e\u6a5f\u80fd\u3067 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u5168\u6587\u306e\u884c\u3068\u5358\u8a9e | \u5e38\u306b\u8fd4\u308b | \u6cd5\u4eba\u540d\u30fb\u4f4f\u6240\u306e\u539f\u6587\u3001\u66f8\u985e\u306e\u7a2e\u985e\u306e\u898b\u5206\u3051 |\n| \u30ad\u30fc\u3068\u5024 | `FORMS` | \u300cCompany Registration No.\u300d\u300cDate of Incorporation\u300d\u306e\u3088\u3046\u306b\u898b\u51fa\u3057\u3068\u5024\u304c\u4e26\u3076\u9805\u76ee |\n| \u8868\u3068\u30bb\u30eb | `TABLES` | \u5f79\u54e1\u540d\u7c3f\u3068\u682a\u4e3b\u540d\u7c3f\u3002\u884c\u756a\u53f7\u30fb\u5217\u756a\u53f7\u30fb\u4fe1\u983c\u5ea6\u4ed8\u304d |\n| \u6bb5\u843d\u3068\u898b\u51fa\u3057 | `LAYOUT` | `LAYOUT_TITLE` \u3067\u66f8\u985e\u306e\u8868\u984c\u3092\u53d6\u308a\u3001\u7a2e\u985e\u3092\u898b\u5206\u3051\u308b |\n| \u8cea\u554f\u3078\u306e\u7b54\u3048 | `QUERIES` | \u6cd5\u4eba\u540d\u30fb\u767b\u9332\u756a\u53f7\u30fb\u8a2d\u7acb\u65e5\u306a\u3069\u30011\u3064\u306b\u6c7a\u307e\u308b\u9805\u76ee |\n\n\u8cea\u554f\u306f `QueriesConfig` \u306b\u4e26\u3079\u3001\u5225\u540d\uff08`Alias`\uff09\u3092\u4ed8\u3051\u307e\u3059\u3002**\u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u306f1\u30da\u30fc\u30b8\u3042\u305f\u308a30\u554f\u307e\u3067**\u3067\u3059\u3002\u516c\u5f0f\u306e\u624b\u5f15\u304d\u306f\u3001**\u6587\u66f8\u306e\u4e2d\u306e\u8a00\u8449\u3092\u4f7f\u3063\u3066\u8cea\u554f\u3092\u4f5c\u308b\u3053\u3068**\u3001**\u65e5\u4ed8\u304c\u8907\u6570\u3042\u308b\u6587\u66f8\u3067\u306f\u4f55\u306e\u65e5\u4ed8\u304b\u3092\u7279\u5b9a\u3057\u3066\u805e\u304f\u3053\u3068**\u3092\u52e7\u3081\u3066\u3044\u307e\u3059\u3002\n\n| \u5225\u540d | \u8cea\u554f\u306e\u4f8b |\n|:--|:--|\n| `COMPANY_NAME` | What is the name of the company? |\n| `REG_NO` | What is the company registration number? |\n| `INC_DATE` | What is the date of incorporation? |\n| `JURISDICTION` | Under which law is the company incorporated? |\n| `REG_ADDRESS` | What is the registered office address? |\n\n**\u8cea\u554f\u306f\u65e2\u5b9a\u30671\u30da\u30fc\u30b8\u76ee\u3057\u304b\u898b\u307e\u305b\u3093\u3002** \u30da\u30fc\u30b8\u306e\u6307\u5b9a\u304c\u7121\u3044\u3068 `[\"1\"]` \u306b\u306a\u308b\u305f\u3081\u3001**`Pages` \u306b `[\"*\"]` \u3092\u5165\u308c\u3066\u5168\u30da\u30fc\u30b8\u3092\u5bfe\u8c61\u306b\u3057\u307e\u3059\u3002**\n\n**\u5f79\u54e1\u3068\u682a\u4e3b\u306f\u3001\u8cea\u554f\u3067\u53d6\u308a\u307e\u305b\u3093\u3002** \u624b\u5f15\u304d\u306f\u3001**\u8868\u5168\u4f53\u3084\u884c\u30fb\u5217\u3092\u307e\u3068\u3081\u3066\u8cea\u554f\u3067\u53d6\u308a\u51fa\u3059\u3053\u3068\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044**\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u5f79\u54e1\u540d\u7c3f\u3068\u682a\u4e3b\u540d\u7c3f\u306f `TABLES` \u306e\u7d50\u679c\u304b\u3089\u3001\u884c\u3054\u3068\u306b\u8aad\u307f\u307e\u3059\u3002\u8cea\u554f\u306f\u3001\u8a2d\u7acb\u65e5\u306e\u3088\u3046\u306b\u7b54\u3048\u304c1\u3064\u306b\u6c7a\u307e\u308b\u9805\u76ee\u306b\u3060\u3051\u4f7f\u3044\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002XFA\u5f62\u5f0f\u306ePDF\u306f\u6271\u3048\u306a\u3044\u305f\u3081\u3001\u5370\u5237\u3057\u76f4\u3057\u3066PDF\u306b\u3057\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\u3001\u55b6\u696d\u62c5\u5f53\u304b\u3089\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u53d6\u308a\u5bc4\u305b\u307e\u3059\n3. **\u30da\u30fc\u30b8\u6570\u3068\u30b5\u30a4\u30ba\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067PDF\u3068TIFF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u304c\u4e0a\u9650\u3067\u3059\u3002**\u5b9a\u6b3e\u306e\u5168\u6587\u3068\u540d\u7c3f\u304c\u307e\u3068\u3081\u30661\u30d5\u30a1\u30a4\u30eb\u306b\u306a\u3063\u3066\u3044\u308b\u3082\u306e\u306f\u3001\u540d\u7c3f\u306e\u90e8\u5206\u306b\u5206\u3051\u307e\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\u3002**\u516c\u8a3c\u306e\u5370\u5f71\u306e\u8fd1\u304f\u306e\u5c0f\u3055\u306a\u6587\u5b57\u306f\u3001300 DPI\u3067\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3057\u3066\u3082\u3089\u3044\u307e\u3059**\n5. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 \u5168\u6587\u306e\u884c\u306b\u82f1\u8a9e\u4ee5\u5916\u306e\u6587\u5b57\u304c\u591a\u3051\u308c\u3070\u3001\u305d\u306e\u66f8\u985e\u306f\u8aad\u307f\u53d6\u308a\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3001\u7ffb\u8a33\u6587\u306e\u63d0\u51fa\u3092\u6c42\u3081\u307e\u3059\n6. **\u7533\u8fbc\u66f8\u306e\u7533\u544a\u306e\u53d6\u308a\u51fa\u3057** \u2026 \u53d7\u4ed8\u306e\u4ed5\u7d44\u307f\u304b\u3089\u3001\u7533\u544a\u3055\u308c\u305f\u5f79\u54e1\u3068\u5b9f\u8cea\u7684\u652f\u914d\u8005\u3092\u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u6301\u682a\u6bd4\u7387\u306e\u5f62\u3067\u53d6\u308a\u51fa\u3057\u307e\u3059\n\n**4\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8aad\u3081\u306a\u3044\u3060\u3051\u306e\u8a18\u8f09\u306f\u3001\u300c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u300d\u3068\u533a\u5225\u304c\u3064\u304d\u307e\u305b\u3093\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u66f8\u985e\u306e\u7a2e\u985e\u3092\u898b\u5206\u3051\u3001\u6cd5\u4eba\u30fb\u5f79\u54e1\u30fb\u682a\u4e3b\u306e\u9805\u76ee\u3092\u539f\u6587\u306e\u307e\u307e\u5207\u308a\u5206\u3051\u3001\u6839\u62e0\u306e\u4f4d\u7f6e\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| \u66f8\u985e\u306e\u7a2e\u985e | \u8a2d\u7acb\u8a3c\u660e\u66f8\u3001\u5f79\u54e1\u540d\u7c3f\u3001\u682a\u4e3b\u540d\u7c3f\u3001\u5b58\u7d9a\u8a3c\u660e\u66f8\u3001\u7d44\u7e54\u56f3\u3001\u305d\u306e\u4ed6 | \u898b\u5206\u3051\u3089\u308c\u306a\u3051\u308c\u3070 `other` |\n| \u6cd5\u4eba\u306e\u7279\u5b9a | \u6cd5\u4eba\u540d\uff08\u539f\u6587\u306e\u307e\u307e\uff09\u3001\u767b\u9332\u756a\u53f7\u3001\u8a2d\u7acb\u65e5\u3001\u8a2d\u7acb\u5730\u3001\u767b\u9332\u4e0a\u306e\u4f4f\u6240 | \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 `not_found` |\n| \u5f79\u54e1 | \u6c0f\u540d\u3001\u5f79\u8077\uff08Director\u3001Secretary \u306a\u3069\uff09\u3001\u5c31\u4efb\u65e5\u3001\u9000\u4efb\u65e5 | \u9000\u4efb\u65e5\u306e\u3042\u308b\u884c\u306f\u9000\u4efb\u3068\u3057\u3066\u5206\u3051\u308b |\n| \u682a\u4e3b | \u682a\u4e3b\u540d\u3001\u500b\u4eba\u304b\u6cd5\u4eba\u304b\u3001\u682a\u5f0f\u306e\u7a2e\u985e\u3001\u682a\u6570\u3001\u8868\u306e\u884c\u756a\u53f7 | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u682a\u5f0f\u306e\u7a2e\u985e\u306e\u533a\u5225 | \u8b70\u6c7a\u6a29\u306e\u6709\u7121\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_stated` |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u6301\u682a\u6bd4\u7387\u306e\u8a08\u7b97 | \u682a\u6570\u304c\u6b63\u3057\u3051\u308c\u3070\u7b54\u3048\u306f1\u3064\u3002\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8a08\u7b97\u3059\u308b |\n| \u5b9f\u8cea\u7684\u652f\u914d\u8005\u306b\u5f53\u305f\u308b\u304b\u306e\u7d50\u8ad6 | \u5224\u65ad\u306f\u53d6\u5f15\u6642\u78ba\u8a8d\u306e\u8cac\u4efb\u8005\u304c\u884c\u3046 |\n| \u540d\u524d\u306e\u540c\u4e00\u4eba\u7269\u306e\u65ad\u5b9a | \u5019\u88dc\u3068\u3057\u3066\u4e26\u3079\u308b\u307e\u3067\u3002\u6c7a\u3081\u308b\u306e\u306f\u4eba |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u682a\u4e3b\u3084\u5f79\u54e1\u306e\u88dc\u5b8c | \u7d44\u7e54\u56f3\u304b\u3089\u63a8\u6e2c\u3057\u3066\u682a\u4e3b\u540d\u7c3f\u306b\u8db3\u3055\u306a\u3044 |\n| \u6cd5\u4eba\u540d\u306e\u7db4\u308a\u306e\u8a02\u6b63 | \u66f8\u985e\u3069\u3046\u3057\u306e\u9055\u3044\u305d\u306e\u3082\u306e\u304c\u78ba\u8a8d\u306e\u6750\u6599\u306b\u306a\u308b |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u7d44\u7e54\u56f3\u306b\u300cHolding Co. 60%\u300d\u3068\u63cf\u304b\u308c\u3066\u3044\u3066\u3001\u305d\u306e\u4f1a\u793e\u306e\u682a\u4e3b\u540d\u7c3f\u304c\u51fa\u3066\u3044\u306a\u3044\u3068\u304d\u3001AI\u306f\u7d44\u7e54\u56f3\u304b\u3089\u682a\u4e3b\u3092\u66f8\u304d\u8db3\u3057\u304c\u3061\u3067\u3059\u3002**\u7d44\u7e54\u56f3\u306f\u7533\u544a\u306e\u4e00\u7a2e\u3067\u3001\u540d\u7c3f\u306e\u4ee3\u308f\u308a\u306b\u306f\u306a\u308a\u307e\u305b\u3093\u3002** \u540d\u7c3f\u304c\u7121\u3051\u308c\u3070\u300c\u7121\u3044\u300d\u3068\u8fd4\u3055\u305b\u3001\u8db3\u308a\u306a\u3044\u66f8\u985e\u306e\u4e00\u89a7\u306b\u8f09\u305b\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\u9280\u884c\u306e\u53d6\u5f15\u6642\u78ba\u8a8d\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u5916\u56fd\u6cd5\u4eba\u306e\u82f1\u6587\u306e\u4f1a\u793e\u66f8\u985e\u3092\u8aad\u307f\u307e\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3068\u30bb\u30eb\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\uff09\u3060\u3051\u3092\u898b\u3066\u3001\n\u9805\u76ee\u3092\u5207\u308a\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. \u66f8\u985e\u306e\u7a2e\u985e\u3092\u6b21\u304b\u30891\u3064\u9078\u3076:\n   certificate_of_incorporation \/ register_of_directors \/ register_of_members \/\n   certificate_of_good_standing \/ ownership_chart \/ other\n2. \u6cd5\u4eba\u540d\u30fb\u767b\u9332\u756a\u53f7\u30fb\u8a2d\u7acb\u65e5\u30fb\u8a2d\u7acb\u5730\u30fb\u767b\u9332\u4e0a\u306e\u4f4f\u6240\u3092\u3001\u539f\u6587\u306e\u7db4\u308a\u306e\u307e\u307e\u5199\u3059\n3. \u5f79\u54e1\u30921\u4eba1\u884c\u3067\u66f8\u304d\u51fa\u3059\uff08\u6c0f\u540d\u3001\u5f79\u8077\u3001\u5c31\u4efb\u65e5\u3001\u9000\u4efb\u65e5\uff09\n4. \u682a\u4e3b\u3092\u8868\u306e1\u884c\u3054\u3068\u306b\u66f8\u304d\u51fa\u3059\uff08\u682a\u4e3b\u540d\u3001\u500b\u4eba\u304b\u6cd5\u4eba\u304b\u3001\u682a\u5f0f\u306e\u7a2e\u985e\u3001\u682a\u6570\u3001\u884c\u756a\u53f7\uff09\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f \"not_found\" \u3068\u3059\u308b\u3002\u4ed6\u306e\u66f8\u985e\u304b\u3089\u88dc\u308f\u306a\u3044\u3002\n- \u6587\u5b57\u306f\u898b\u3048\u308b\u304c\u78ba\u5b9a\u3067\u304d\u306a\u3044\u5024\u306f \"unreadable\" \u3068\u3057\u3001OCR\u306e\u4fe1\u983c\u5ea6\u3092\u305d\u306e\u307e\u307e\u5199\u3059\u3002\n- \u8868\u306e\u5408\u8a08\u306e\u884c\uff08Total \u306a\u3069\uff09\u306f\u682a\u4e3b\u3068\u3057\u3066\u66f8\u304d\u51fa\u3055\u306a\u3044\u3002\n- \u682a\u6570\u306f\u66f8\u304b\u308c\u305f\u6570\u5b57\u3092\u305d\u306e\u307e\u307e\u5199\u3059\u3002\u6bd4\u7387\u3092\u8a08\u7b97\u3057\u306a\u3044\u3002\u5408\u8a08\u3092\u51fa\u3055\u306a\u3044\u3002\n- \u9000\u4efb\u65e5\u304c\u3042\u308b\u5f79\u54e1\u306f status \u3092 \"resigned\" \u306b\u3057\u3001\u73fe\u4efb\u3068\u6df7\u305c\u306a\u3044\u3002\n- \u7d44\u7e54\u56f3\uff08ownership_chart\uff09\u306e\u5185\u5bb9\u3092\u3001\u682a\u4e3b\u540d\u7c3f\u306e\u682a\u4e3b\u3068\u3057\u3066\u66f8\u304d\u51fa\u3055\u306a\u3044\u3002\n- \u682a\u4e3b\u304c\u6cd5\u4eba\u306e\u5834\u5408\u306f holder_type \u3092 \"entity\" \u3068\u3057\u3001\u305d\u306e\u6cd5\u4eba\u306e\u682a\u4e3b\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3002\n- \u6cd5\u4eba\u540d\u30fb\u6c0f\u540d\u306e\u7db4\u308a\u3092\u76f4\u3055\u306a\u3044\u3002\u5927\u6587\u5b57\u30fb\u5c0f\u6587\u5b57\u30fb\u656c\u79f0\u3082\u305d\u306e\u307e\u307e\u5199\u3059\u3002\n- \u682a\u5f0f\u306e\u7a2e\u985e\u306b\u8b70\u6c7a\u6a29\u306e\u6709\u7121\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 voting \u306f \"not_stated\" \u3068\u3059\u308b\u3002\n- \u5b9f\u8cea\u7684\u652f\u914d\u8005\u306b\u5f53\u305f\u308b\u304b\u3069\u3046\u304b\u3092\u66f8\u304b\u306a\u3044\u3002\n- \u5404\u5024\u306e evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u539f\u6587\u306e\u6587\u5b57\u5217\u3068\u30da\u30fc\u30b8\u756a\u53f7\u3092\u5165\u308c\u308b\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_result}\n\u3010\u66f8\u985e\u306e\u30d5\u30a1\u30a4\u30eb\u540d\u3011{file_name}\n```\n\n**\u300c\u6bd4\u7387\u3092\u8a08\u7b97\u3057\u306a\u3044\u300d\u3068\u300c\u5408\u8a08\u3092\u51fa\u3055\u306a\u3044\u300d\u3092\u5206\u3051\u3066\u66f8\u3044\u3066\u3044\u308b\u306e\u306b\u306f\u7406\u7531\u304c\u3042\u308a\u307e\u3059\u3002** \u6bd4\u7387\u3060\u3051\u3092\u7981\u3058\u308b\u3068\u3001AI\u306f\u300c\u5408\u8a081,000,000\u682a\u300d\u306e\u3088\u3046\u306a\u6570\u5b57\u3092\u4f5c\u308a\u3001\u305d\u308c\u304c\u540d\u7c3f\u306e\u6570\u5b57\u3068\u98df\u3044\u9055\u3063\u3066\u3082\u898b\u5206\u3051\u304c\u3064\u304d\u307e\u305b\u3093\u3002**\u6570\u5b57\u3092\u4f5c\u308b\u4f59\u5730\u305d\u306e\u3082\u306e\u3092\u9589\u3058\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\u5f8c\u6bb5\u306b\u6d41\u3055\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"application_no\": \"\",\n  \"file_name\": \"\",\n  \"document_type\": \"register_of_members\",\n  \"entity\": {\n    \"name\": { \"value\": \"\", \"status\": \"found | not_found | unreadable\", \"evidence\": \"\", \"page\": 1 },\n    \"registration_no\": { \"value\": \"\", \"status\": \"\", \"evidence\": \"\", \"page\": 1 },\n    \"incorporation_date\": { \"value\": \"\", \"status\": \"\", \"evidence\": \"\", \"page\": 1 }\n  },\n  \"officers\": [\n    { \"name\": \"\", \"role\": \"\", \"appointed\": \"\", \"resigned\": \"\", \"status\": \"current | resigned\", \"evidence\": \"\", \"page\": 1 }\n  ],\n  \"shareholders\": [\n    { \"name\": \"\", \"holder_type\": \"individual | entity\", \"share_class\": \"\", \"voting\": \"yes | no | not_stated\",\n      \"shares\": \"\", \"table_row\": 0, \"confidence\": 0, \"evidence\": \"\", \"page\": 1 }\n  ]\n}\n```\n\n**\u7406\u7531\u306f\u3001AI\u306e\u51fa\u529b\u3068\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u8a08\u7b97\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `shareholders` \u306fAI\u304c\u539f\u6587\u306e\u307e\u307e\u57cb\u3081\u3001\u6bd4\u7387\u3068\u7167\u5408\u306e\u7d50\u679c\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5225\u306e\u8868\u306b\u66f8\u304d\u307e\u3059\u3002**\u5224\u5b9a\u306e\u898f\u5247\u304c\u5909\u308f\u3063\u3066\u3082\u3001\u76f4\u3059\u306e\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3060\u3051\u3067\u3059\u3002**\n\n\u7167\u5408\u306e\u7d50\u679c\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u3067\u51fa\u3057\u307e\u3059\u3002\n\n| \u5224\u5b9a | \u610f\u5473 |\n|:--|:--|\n| `match` | \u7533\u8fbc\u66f8\u306e\u7533\u544a\u3068\u66f8\u985e\u306e\u8a18\u8f09\u304c\u4e00\u81f4 |\n| `candidate` | \u7db4\u308a\u30fb\u59d3\u540d\u306e\u9806\u30fb\u30df\u30c9\u30eb\u30cd\u30fc\u30e0\u306e\u9055\u3044\u3060\u3051\u3067\u3001\u540c\u4e00\u4eba\u7269\u306e\u53ef\u80fd\u6027\u304c\u3042\u308b |\n| `mismatch` | \u7533\u544a\u3068\u66f8\u985e\u3067\u5024\u304c\u9055\u3046\uff08\u6301\u682a\u6bd4\u7387\u3001\u5f79\u8077\u3001\u6cd5\u4eba\u540d\u306e\u4e3b\u8981\u90e8\u5206\u306a\u3069\uff09 |\n| `not_found` | \u7533\u544a\u306b\u3042\u308b\u306e\u306b\u66f8\u985e\u306b\u7121\u3044\u3001\u307e\u305f\u306f\u66f8\u985e\u306b\u3042\u308b\u306e\u306b\u7533\u544a\u306b\u7121\u3044 |\n| `unreadable` | \u66f8\u985e\u306e\u8a72\u5f53\u7b87\u6240\u304c\u8aad\u3081\u305a\u3001\u7167\u5408\u3067\u304d\u306a\u3044 |\n\n**\u6bd4\u7387\u306e\u8a08\u7b97\u306f\u3001\u8b70\u6c7a\u6a29\u306e\u3042\u308b\u682a\u5f0f\u3060\u3051\u3067\u884c\u3044\u307e\u3059\u3002** `voting` \u304c `not_stated` \u306e\u682a\u5f0f\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u6cd5\u4eba\u306e\u6bd4\u7387\u306f\u78ba\u5b9a\u3055\u305b\u305a `unreadable` \u6271\u3044\u3067\u4eba\u306b\u56de\u3057\u307e\u3059\u3002**25\uff05\u3092\u8d85\u3048\u308b\u4eba\u306850\uff05\u3092\u8d85\u3048\u308b\u4eba\u3092\u6a5f\u68b0\u7684\u306b\u4e26\u3079\u308b\u306e\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4ed5\u4e8b\u3067\u3001\u305d\u306e\u4eba\u304c\u5b9f\u8cea\u7684\u652f\u914d\u8005\u306b\u5f53\u305f\u308b\u304b\u3092\u6c7a\u3081\u308b\u306e\u306f\u4eba\u306e\u4ed5\u4e8b\u3067\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 | AWS Lambda \u306e\u8d77\u52d5 | \u66f8\u985e\u306e\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 | \u5168\u6587\u30fb\u30ad\u30fc\u3068\u5024\u30fb\u8868\u30fb\u8cea\u554f\u3078\u306e\u7b54\u3048\u3092\u8fd4\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u66f8\u985e\u306e\u7a2e\u985e\u306e\u898b\u5206\u3051\u3068\u9805\u76ee\u306e\u5207\u308a\u5206\u3051\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d |\n| \u53e3\u5ea7\u958b\u8a2d\u306e\u53d7\u4ed8\u306e\u4ed5\u7d44\u307f | \u8aad\u307f\u53d6\u308a\uff08API\u307e\u305f\u306f\u30d5\u30a1\u30a4\u30eb\u51fa\u529b\uff09 | \u7533\u8fbc\u66f8\u306e\u7533\u544a\u3092\u53d6\u308a\u51fa\u3059 |\n| \u9867\u5ba2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u8aad\u307f\u53d6\u308a | \u524d\u56de\u306e\u78ba\u8a8d\u8a18\u9332\u3092\u5f15\u304f |\n| \u78ba\u8a8d\u8a18\u9332\u306e\u69d8\u5f0f | \u4e0b\u66f8\u304d\u306e\u66f8\u304d\u51fa\u3057 | \u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3066\u4ed5\u4e0a\u3052\u308b |\n\n**\u9867\u5ba2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u7167\u5408\u306e\u7d50\u679c\u3068\u78ba\u8a8d\u8a18\u9332\u306e\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3001**\u78ba\u5b9a\u3057\u305f\u5185\u5bb9\u3092\u767b\u9332\u3059\u308b\u306e\u306f\u8cac\u4efb\u8005\u306e\u627f\u8a8d\u306e\u5f8c\u3001\u4eba\u304c\u884c\u3044\u307e\u3059\u3002** \u66f8\u304d\u8fbc\u307f\u3092\u8db3\u3059\u3068\u3001\u8aad\u307f\u9055\u3044\u304c\u305d\u306e\u307e\u307e\u9867\u5ba2\u306e\u60c5\u5831\u306b\u306a\u308a\u307e\u3059\u3002\n\n\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\u306f\u55b6\u696d\u62c5\u5f53\u306e\u753b\u9762\u306b\u51fa\u3059\u3060\u3051\u306b\u3057\u307e\u3059\u3002**\u53d6\u5f15\u5148\u3078\u9001\u308b\u306e\u306f\u55b6\u696d\u62c5\u5f53\u3067\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f\u3001`match` \u4ee5\u5916\u306e\u9805\u76ee\u3060\u3051\u3067\u3059\u3002** `match` \u306e\u9805\u76ee\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u307e\u3059\u3002\u5168\u9805\u76ee\u3092\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e20\u5206\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`unreadable` \u3092\u5148\u306b\u898b\u308b** \u2026 \u539f\u672c\u3067\u8a72\u5f53\u7b87\u6240\u3092\u8aad\u307f\u3001\u5024\u3092\u624b\u3067\u5165\u308c\u307e\u3059\u3002**\u591a\u304f\u306f\u30b9\u30ad\u30e3\u30f3\u306e\u53d6\u308a\u76f4\u3057\u3067\u89e3\u6c7a\u3057\u307e\u3059**\n2. **`candidate` \u3092\u6c7a\u3081\u308b** \u2026 \u751f\u5e74\u6708\u65e5\u3084\u4f4f\u6240\u306a\u3069\u3001\u540d\u524d\u4ee5\u5916\u306e\u9805\u76ee\u3082\u3042\u308f\u305b\u3066\u898b\u3066\u3001\u540c\u4e00\u4eba\u7269\u304b\u3092\u6c7a\u3081\u307e\u3059\n3. **`mismatch` \u3068 `not_found` \u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b** \u2026 `evidence` \u3068 `table_row` \u3067\u539f\u672c\u306e\u8a72\u5f53\u884c\u3092\u958b\u304d\u307e\u3059\u3002**\u7533\u544a\u306e\u8aa4\u308a\u304b\u3001\u66f8\u985e\u304c\u53e4\u3044\u304b\u3092\u5206\u3051\u307e\u3059**\n4. **\u6301\u682a\u6bd4\u7387\u306e\u8a08\u7b97\u306e\u5143\u3092\u78ba\u304b\u3081\u308b** \u2026 \u6bd4\u7387\u304c25\uff05\u308450\uff05\u306e\u5883\u76ee\u306b\u8fd1\u3044\u682a\u4e3b\u306f\u3001\u8a08\u7b97\u306b\u4f7f\u3063\u305f\u682a\u6570\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u307e\u3059\n5. **\u5224\u5b9a\u3092\u5909\u3048\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u306e\u5224\u5b9a\u306b\u5909\u3048\u305f\u304b\u3001\u7406\u7531\u3092\u6b8b\u3057\u307e\u3059\n\n**4\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5883\u76ee\u306e\u3059\u3050\u4e0a\u304b\u4e0b\u304b\u3067\u3001\u78ba\u8a8d\u3059\u308b\u4eba\u304c\u5897\u3048\u308b\u304b\u6e1b\u308b\u304b\u304c\u5909\u308f\u308a\u307e\u3059\u3002**\u8aad\u307f\u53d6\u308a\u306e1\u6841\u306e\u9055\u3044\u304c\u3001\u305d\u306e\u307e\u307e\u7d50\u8ad6\u306e\u9055\u3044\u306b\u306a\u308b\u5834\u6240\u3067\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u66f8\u985e\uff08\u4e2d\u56fd\u8a9e\u306e\u767b\u8a18\u66f8\u985e\u306a\u3069\uff09 | \u3053\u306e\u69cb\u6210\u3067\u306f\u8aad\u3081\u306a\u3044\u3002**\u7ffb\u8a33\u6587\u306e\u63d0\u51fa\u3092\u6c42\u3081\u3001\u539f\u672c\u3068\u7ffb\u8a33\u6587\u3092\u4e21\u65b9\u4fdd\u7ba1\u3059\u308b** |\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u306a\u3044\u3002\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u53d6\u308a\u5bc4\u305b\u308b |\n| XFA\u5f62\u5f0f\u306ePDF | \u6271\u3048\u306a\u3044\u3002\u5370\u5237\u3057\u76f4\u3057\u3066PDF\u306b\u3059\u308b |\n| \u682a\u4e3b\u540d\u7c3f\u304c\u8868\u306b\u306a\u3063\u3066\u3044\u306a\u3044\uff08\u6587\u7ae0\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\uff09 | `TABLES` \u3067\u53d6\u308c\u306a\u3044\u3002\u5168\u6587\u304b\u3089\u5207\u308a\u5206\u3051\u305f\u7d50\u679c\u3092 `unreadable` \u6271\u3044\u3067\u4eba\u306b\u56de\u3059 |\n| \u6cd5\u4eba\u682a\u4e3b\u306e\u540d\u7c3f\u304c\u51fa\u3066\u3044\u306a\u3044 | \u8db3\u308a\u306a\u3044\u66f8\u985e\u3068\u3057\u3066\u7167\u4f1a\u306e\u4e00\u89a7\u306b\u8f09\u305b\u3001\u6bd4\u7387\u306e\u8a08\u7b97\u3092\u305d\u306e\u6bb5\u3067\u6b62\u3081\u308b |\n| \u682a\u5f0f\u306e\u7a2e\u985e\u306b\u8b70\u6c7a\u6a29\u306e\u8a18\u8f09\u304c\u7121\u3044 | `not_stated`\u3002\u6bd4\u7387\u3092\u78ba\u5b9a\u3055\u305b\u305a\u4eba\u306b\u56de\u3059 |\n| \u66f8\u985e\u306e\u65e5\u4ed8\u304c\u53e4\u3044 | \u767a\u884c\u65e5\u3092\u4e00\u89a7\u306b\u51fa\u3057\u3001\u793e\u5185\u306e\u57fa\u6e96\u3088\u308a\u53e4\u3051\u308c\u3070\u53d6\u308a\u76f4\u3057\u3092\u6c42\u3081\u308b |\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\u305d\u306e\u66f8\u985e\u3092 `unreadable` \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\u30895\u884c\u76ee\u304c\u3001\u6700\u3082\u6642\u9593\u3092\u53d6\u308b\u4f8b\u5916\u3067\u3059\u3002** **\u9061\u308a\u304c\u9014\u4e2d\u3067\u6b62\u307e\u3063\u305f\u3053\u3068\u3092\u3001\u6b62\u307e\u3063\u305f\u6bb5\u3068\u3042\u308f\u305b\u3066\u4e00\u89a7\u306b\u51fa\u3059**\u306e\u304c\u3001\u7167\u4f1a\u30921\u56de\u3067\u6e08\u307e\u305b\u308b\u6761\u4ef6\u3067\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u539f\u672c\u306ePDF\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u7533\u8fbc\u756a\u53f7\u30fb\u7d4c\u8def\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08`GetDocumentAnalysis` \u306e\u5168\u30da\u30fc\u30b8\u5206\uff09\n- AI\u306e\u5207\u308a\u5206\u3051\u306e\u7d50\u679c\uff08`entity`\u3001`officers`\u3001`shareholders`\uff09\n- \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u3057\u305f\u6301\u682a\u6bd4\u7387\u3068\u7167\u5408\u306e\u7d50\u679c\u3001**\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u7533\u8fbc\u66f8\u306e\u7533\u544a\u306e\u5185\u5bb9**\n- **\u62c5\u5f53\u8005\u304c\u5224\u5b9a\u3092\u5909\u3048\u305f\u8a18\u9332** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u306e\u5224\u5b9a\u306b\u3001\u306a\u305c\u5909\u3048\u305f\u304b\n- \u8cac\u4efb\u8005\u306e\u627f\u8a8d\u306e\u65e5\u6642\u3068\u3001\u78ba\u5b9a\u3057\u305f\u5b9f\u8cea\u7684\u652f\u914d\u8005\n- \u7167\u4f1a\u3057\u305f\u5185\u5bb9\u3068\u3001\u53d6\u5f15\u5148\u304b\u3089\u306e\u56de\u7b54\u306e\u66f8\u985e\n\n**\u78ba\u8a8d\u8a18\u9332\u3068\u305d\u306e\u6dfb\u4ed8\u306f\u30017\u5e74\u9593\u306e\u4fdd\u5b58\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002** \u72af\u7f6a\u53ce\u76ca\u79fb\u8ee2\u9632\u6b62\u6cd5\u306e\u6982\u8981\u3067\u3001\u7279\u5b9a\u4e8b\u696d\u8005\u306e\u7fa9\u52d9\u3068\u3057\u3066\u78ba\u8a8d\u8a18\u9332\u30fb\u53d6\u5f15\u8a18\u9332\u7b49\u306e\u4f5c\u6210\u30687\u5e74\u9593\u306e\u4fdd\u5b58\u304c\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002**\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3068AI\u306e\u51fa\u529b\u3092\u78ba\u8a8d\u8a18\u9332\u306e\u4e00\u90e8\u3068\u3057\u3066\u6b8b\u3059\u304b\u3001\u4f5c\u696d\u306e\u8a18\u9332\u3068\u3057\u3066\u6b8b\u3059\u304b\u3092\u3001\u6700\u521d\u306b\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002**","minimal_setup":"1. \u904e\u53bb3\u304b\u6708\u306b\u78ba\u8a8d\u3092\u7d42\u3048\u305f\u5916\u56fd\u6cd5\u4eba\u304b\u308920\u4ef6\u3092\u9078\u3076\uff08**\u3046\u3061\u6570\u4ef6\u306f\u3001\u6301\u682a\u4f1a\u793e\u3092\u306f\u3055\u3080\u3082\u306e\u3001\u7167\u4f1a\u304c\u51fa\u305f\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. \u305d\u306e20\u4ef6\u306b\u3064\u3044\u3066\u3001\u5f53\u6642\u306e\u78ba\u8a8d\u8a18\u9332\u3068\u7167\u4f1a\u306e\u5c65\u6b74\u3092\u7528\u610f\u3059\u308b\n3. \u682a\u4e3b\u540d\u7c3f\u306ePDF\u3092 AWS Textract \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8aad\u307f\u53d6\u308a\u3001\u8868\u306e\u7d50\u679c\u3092\u78ba\u304b\u3081\u308b\n4. \u8868\u306e\u7d50\u679c\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u3001\u300c\u682a\u4e3b\u3092\u8868\u306e1\u884c\u3054\u3068\u306b\u3001\u682a\u4e3b\u540d\u30fb\u682a\u5f0f\u306e\u7a2e\u985e\u30fb\u682a\u6570\u30fb\u884c\u756a\u53f7\u3067\u66f8\u304d\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5408\u8a08\u306e\u884c\u306f\u542b\u3081\u305a\u3001\u6bd4\u7387\u306f\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u66f8\u304d\u51fa\u3055\u308c\u305f\u682a\u6570\u304b\u3089\u8868\u8a08\u7b97\u3067\u6bd4\u7387\u3092\u51fa\u3057\u3001\u5f53\u6642\u306e\u78ba\u8a8d\u8a18\u9332\u306e\u5b9f\u8cea\u7684\u652f\u914d\u8005\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**20\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\u682a\u4e3b\u540d\u7c3f\u306e\u8868\u304c\u3001\u884c\u3068\u5217\u306e\u5bfe\u5fdc\u3092\u5d29\u3055\u305a\u306b\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\u5b9f\u8cea\u7684\u652f\u914d\u8005\u304c\u51fa\u305f | **\u7533\u8fbc\u66f8\u306e\u7533\u544a\u3068\u306e\u7167\u5408\u306b\u9032\u3080** |\n| \u5408\u8a08\u306e\u884c\u3092\u682a\u4e3b\u3068\u3057\u3066\u6570\u3048\u305f | \u6307\u793a\u3068 `TABLE_SUMMARY` \u306e\u9664\u5916\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u8868\u306e\u884c\u3068\u5217\u304c\u305a\u308c\u3066\u682a\u6570\u304c\u96a3\u306e\u682a\u4e3b\u306b\u4ed8\u3044\u305f | **\u30b9\u30ad\u30e3\u30f3\u306e\u54c1\u8cea\u3068\u66f8\u985e\u306e\u69d8\u5f0f\u304c\u5148\u3002** \u56fd\u3054\u3068\u306e\u69d8\u5f0f\u3092\u96c6\u3081\u308b |","minimal_setup_short":"\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8aad\u307f\u53d6\u308a\u3001AI\u306e\u753b\u9762\u306b\u8cbc\u3063\u3066\u682a\u4e3b\u3092\u66f8\u304d\u51fa\u3055\u305b\u308b \uff0f \u682a\u4e3b\u540d\u7c3f\u306e\u66f8\u304d\u5199\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0b\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u81ea\u52d5\u3067\u8aad\u307f\u53d6\u308a\u3001\u6cd5\u4eba\u30fb\u5f79\u54e1\u30fb\u682a\u4e3b\u3092\u4e00\u89a7\u306b\u51fa\u3059 \uff0f \u66f8\u985e\u306e\u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u5199\u3057\u306e\u5168\u4f53","full_setup":"\u4e0a\u8a18\uff0b\u6301\u682a\u6bd4\u7387\u306e\u8a08\u7b97\u3001\u6cd5\u4eba\u682a\u4e3b\u306e\u9061\u308a\u3001\u7533\u8fbc\u66f8\u3068\u306e\u7167\u5408\u3001\u7167\u4f1a\u6587\u3068\u78ba\u8a8d\u8a18\u9332\u306e\u4e0b\u66f8\u304d \uff0f \u7167\u5408\u3068\u4e0d\u8db3\u306e\u6d17\u3044\u51fa\u3057\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\u300190\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\u4ef660\u5206\u304c40\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u66f8\u304d\u5199\u3057\u306f\u7121\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u6bd4\u7387\u306e\u8a08\u7b97\u3068\u7533\u8fbc\u66f8\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u306720\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**\u6bd4\u7387\u306e\u8a08\u7b97\u3068\u540d\u524d\u306e\u7167\u5408\u304c\u3001\u6301\u682a\u4f1a\u793e\u306e\u6bb5\u6570\u306b\u6bd4\u4f8b\u3057\u3066\u5897\u3048\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\u4e00\u89a7\u30921\u304b\u6708\u898b\u308b\u3068\u3001\u8868\u306e\u8aad\u307f\u53d6\u308a\u304c\u5d29\u308c\u3084\u3059\u3044\u56fd\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**\u305d\u308c\u3092\u5bfe\u5fdc\u8868\u306b\u66f8\u304d\u8db3\u3057\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u307f\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u682a\u4e3b\u540d\u7c3f\u306e\u5408\u8a08\u306e\u884c\u3092\u682a\u4e3b\u3068\u3057\u3066\u6570\u3048\u308b | `TABLE_SUMMARY` \u306e\u30bb\u30eb\u3092\u9664\u304d\u3001\u6307\u793a\u306b\u3082\u660e\u8a18\u3059\u308b |\n| \u8868\u306e\u884c\u3068\u5217\u304c\u305a\u308c\u3066\u682a\u6570\u304c\u96a3\u306e\u682a\u4e3b\u306b\u4ed8\u304f | \u884c\u756a\u53f7\u3092\u6b8b\u3057\u3001**\u5883\u76ee\u306b\u8fd1\u3044\u682a\u4e3b\u306f\u539f\u672c\u3067\u78ba\u304b\u3081\u308b** |\n| \u8cea\u554f\u3067\u682a\u4e3b\u306e\u4e00\u89a7\u3092\u53d6\u308d\u3046\u3068\u3059\u308b | \u8868\u5168\u4f53\u306e\u53d6\u308a\u51fa\u3057\u306f\u8cea\u554f\u306e\u5bfe\u8c61\u5916\u3002**`TABLES` \u3067\u8aad\u3080** |\n| \u8cea\u554f\u304c1\u30da\u30fc\u30b8\u76ee\u3057\u304b\u898b\u306a\u3044 | `Pages` \u306b `[\"*\"]` \u3092\u5165\u308c\u308b |\n| \u7d44\u7e54\u56f3\u304b\u3089\u682a\u4e3b\u3092\u66f8\u304d\u8db3\u3059 | \u7d44\u7e54\u56f3\u306f\u540d\u7c3f\u306e\u4ee3\u308f\u308a\u306b\u3057\u306a\u3044\u3002**\u8db3\u308a\u306a\u3044\u66f8\u985e\u3068\u3057\u3066\u7167\u4f1a\u3059\u308b** |\n| \u540d\u524d\u306e\u5b8c\u5168\u4e00\u81f4\u3067\u7167\u5408\u3057\u3066\u98df\u3044\u9055\u3044\u304c\u5c71\u307b\u3069\u51fa\u308b | `candidate` \u3092\u8a2d\u3051\u3001\u59d3\u540d\u306e\u9806\u3068\u7db4\u308a\u306e\u63fa\u308c\u3092\u6c7a\u307e\u308a\u306b\u3059\u308b |\n| \u666e\u901a\u682a\u3068\u512a\u5148\u682a\u3092\u8db3\u3057\u3066\u6bd4\u7387\u3092\u51fa\u3059 | **\u8b70\u6c7a\u6a29\u306e\u3042\u308b\u682a\u5f0f\u3060\u3051\u3067\u8a08\u7b97\u3059\u308b\u3002** \u8a18\u8f09\u304c\u7121\u3051\u308c\u3070\u6b62\u3081\u308b |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u66f8\u985e\u3092\u8aad\u307e\u305b\u308b | \u8aad\u3081\u306a\u3044\u3002\u7ffb\u8a33\u6587\u3092\u6c42\u3081\u308b |\n| \u7d50\u679c\u306e\u53d6\u5f97\u304c `JobId` \u306e\u671f\u9650\u306b\u9593\u306b\u5408\u308f\u306a\u3044 | \u5b8c\u4e86\u306e\u901a\u77e5\u3092\u53d7\u3051\u305f\u3089\u3059\u3050\u53d6\u5f97\u3057\u3066 S3 \u306b\u4fdd\u5b58\u3059\u308b |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** **\u884c\u756a\u53f7\u3092\u6700\u5f8c\u307e\u3067\u6301\u3061\u56de\u3057\u3001\u539f\u672c\u306b\u623b\u308c\u308b\u3088\u3046\u306b\u3057\u3066\u3042\u308b\u304b**\u3067\u3001\u904b\u7528\u306b\u4e57\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5916\u56fd\u6cd5\u4eba\u306e\u5f79\u54e1\u3068\u682a\u4e3b\u306e**\u6c0f\u540d\u30fb\u4f4f\u6240\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u56fd\u7c4d**\u3001\u6301\u682a\u6570\u3001\u305d\u3057\u3066\u53e3\u5ea7\u958b\u8a2d\u306e\u7533\u8fbc\u306e\u5185\u5bb9\u3067\u3059\u3002\u5f79\u54e1\u3068\u682a\u4e3b\u306f\u3001\u53d6\u5f15\u5148\u306e\u5916\u306b\u3044\u308b\u500b\u4eba\u3067\u3059\u3002\n\n1. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u7167\u5408\u306b\u5fc5\u8981\u306a\u9805\u76ee\u307e\u3067\u306b\u9650\u308b** \u2026 \u751f\u6210AI\u306b\u6e21\u3059\u306e\u306fOCR\u306e\u7d50\u679c\u3060\u3051\u306b\u3057\u3001**\u7533\u8fbc\u66f8\u306e\u7533\u544a\u3084\u524d\u56de\u306e\u78ba\u8a8d\u8a18\u9332\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u7167\u5408\u3057\u307e\u3059\u3002** \u9867\u5ba2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306e\u60c5\u5831\u3092\u751f\u6210AI\u3078\u6e21\u3057\u307e\u305b\u3093\n2. **\u4fdd\u7ba1\u306e\u5834\u6240\u3068\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. **\u5b9f\u8cea\u7684\u652f\u914d\u8005\u306e\u5224\u65ad\u3092\u81ea\u52d5\u3067\u78ba\u5b9a\u3055\u305b\u306a\u3044** \u2026 \u51fa\u3059\u306e\u306f\u6bd4\u7387\u3068\u7167\u5408\u306e\u7d50\u679c\u307e\u3067\u3067\u3059\u3002**\u5224\u65ad\u3068\u627f\u8a8d\u306f\u8cac\u4efb\u8005\u304c\u884c\u3044\u307e\u3059**\n4. **\u7591\u308f\u3057\u3044\u53d6\u5f15\u306e\u5c4a\u51fa\u306e\u5224\u65ad\u306b\u4f7f\u308f\u306a\u3044** \u2026 \u3053\u306e\u69cb\u6210\u306f\u66f8\u985e\u306e\u8a18\u8f09\u3092\u8aad\u3080\u3060\u3051\u3067\u3001**\u53d6\u5f15\u306e\u76ee\u7684\u3084\u8cc7\u91d1\u306e\u6d41\u308c\u306f\u898b\u3066\u3044\u307e\u305b\u3093**\n5. **\u78ba\u8a8d\u8a18\u9332\u306e\u4fdd\u5b58\u671f\u9593\u3068\u3001\u4f5c\u696d\u306e\u8a18\u9332\u306e\u4fdd\u5b58\u671f\u9593\u3092\u5206\u3051\u3066\u6c7a\u3081\u308b** \u2026 \u78ba\u8a8d\u8a18\u9332\u306f7\u5e74\u9593\u306e\u4fdd\u5b58\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3084AI\u306e\u51fa\u529b\u3092\u3069\u3053\u307e\u3067\u6b8b\u3059\u304b\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5b9f\u8cea\u7684\u652f\u914d\u8005\u306e\u53d6\u308a\u9055\u3048\u3068\u3001\u8db3\u308a\u306a\u3044\u66f8\u985e\u306e\u898b\u843d\u3068\u3057**\u3067\u3059\u3002**\u3069\u3061\u3089\u3082\u300c\u66f8\u304b\u308c\u305f\u3082\u306e\u3060\u3051\u3092\u3001\u884c\u756a\u53f7\u4ed8\u304d\u3067\u6271\u3046\u300d\u8a2d\u8a08\u3067\u5b88\u308a\u307e\u3059\u3002**","recommended_for":"\u5916\u56fd\u306b\u672c\u5e97\u304c\u3042\u308b\u6cd5\u4eba\u306e\u53e3\u5ea7\u958b\u8a2d\u30fb\u53d6\u5f15\u958b\u59cb\u3092\u6bce\u6708\u6570\u5341\u4ef6\u304b\u3089\u767e\u4ef6\u307b\u3069\u53d7\u3051\u4ed8\u3051\u3001\u82f1\u6587\u306e\u8a2d\u7acb\u8a3c\u660e\u66f8\u30fb\u5f79\u54e1\u540d\u7c3f\u30fb\u682a\u4e3b\u540d\u7c3f\u3092\u53d6\u5f15\u6642\u78ba\u8a8d\u306e\u62c5\u5f53\u8005\u304c1\u679a\u305a\u3064\u8aad\u3093\u3067\u3001\u7533\u8fbc\u66f8\u306e\u7533\u544a\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u3044\u308b\u9280\u884c\u30fb\u8a3c\u5238\u4f1a\u793e\u30fb\u4fdd\u967a\u4f1a\u793e\u30fb\u6c7a\u6e08\u30b5\u30fc\u30d3\u30b9\u306e\u4e8b\u696d\u8005\u3002\u6301\u682a\u4f1a\u793e\u3092\u631f\u3093\u3060\u682a\u4e3b\u69cb\u6210\u304c\u591a\u304f\u3001\u5b9f\u8cea\u7684\u652f\u914d\u8005\u306e\u9061\u308a\u306b\u62c5\u5f53\u8005\u3054\u3068\u306e\u5dee\u304c\u51fa\u3066\u3044\u308b\u5834\u5408\u3002\u78ba\u8a8d\u8a18\u9332\u306e\u4f5c\u6210\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u3001\u53e3\u5ea7\u958b\u8a2d\u307e\u3067\u306e\u65e5\u6570\u304c\u5ef6\u3073\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u63d0\u51fa\u66f8\u985e\u304c\u82f1\u8a9e\u4ee5\u5916\uff08\u4e2d\u56fd\u8a9e\u30fb\u65e5\u672c\u8a9e\u30fb\u30a2\u30e9\u30d3\u30a2\u8a9e\u306a\u3069\uff09\u3067\u5c4a\u304f\u53d6\u5f15\u304c\u4e2d\u5fc3\u306e\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306eOCR\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3057\u304b\u8aad\u3081\u305a\u3001\u8cea\u554f\u306b\u3088\u308b\u8aad\u307f\u53d6\u308a\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u3067\u3059\uff09\u3002\u5916\u56fd\u6cd5\u4eba\u306e\u53d6\u5f15\u304c\u5e74\u306b\u6570\u4ef6\u306e\u5834\u5408\u3002\u306a\u304a\u3001\u5b9f\u8cea\u7684\u652f\u914d\u8005\u306b\u5f53\u305f\u308b\u304b\u306e\u6700\u7d42\u5224\u65ad\u3001\u53d6\u5f15\u3092\u53d7\u3051\u308b\u304b\u8b1d\u7d76\u3059\u308b\u304b\u306e\u5224\u65ad\u3001\u7591\u308f\u3057\u3044\u53d6\u5f15\u306e\u5c4a\u51fa\u3092\u3059\u308b\u304b\u306e\u5224\u65ad\u306f\u3001\u53d6\u5f15\u6642\u78ba\u8a8d\u306e\u8cac\u4efb\u8005\u3068\u6cd5\u52d9\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u90e8\u9580\u304c\u884c\u3046\u3082\u306e\u3067\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u56fd\u3054\u3068\u306e\u66f8\u985e\u306e\u5bfe\u5fdc\u8868\u3092\u4f5c\u308b**\n\n\u53d6\u5f15\u5148\u306e\u591a\u3044\u4e0a\u4f4d5\u304b\u56fd\u30fb\u5730\u57df\u306b\u3064\u3044\u3066\u3001**\u8a2d\u7acb\u8a3c\u660e\u66f8\u30fb\u5f79\u54e1\u30fb\u682a\u4e3b\u3092\u793a\u3059\u66f8\u985e\u306e\u540d\u524d\u3068\u767a\u884c\u8005**\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002\u5168\u90e8\u306e\u56fd\u3092\u4e00\u5ea6\u306b\u305d\u308d\u3048\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u4ef6\u6570\u306e\u591a\u3044\u56fd\u304b\u3089\u57cb\u3081\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a20\u4ef6\u3067\u8a66\u3059**\n\n\u904e\u53bb\u306e\u78ba\u8a8d\u6e08\u307f\u306e20\u4ef6\u306e\u682a\u4e3b\u540d\u7c3f\u3092 AWS Textract \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8aad\u307f\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u682a\u4e3b\u3092\u66f8\u304d\u51fa\u3055\u305b\u307e\u3059\u3002**\u5f53\u6642\u306e\u78ba\u8a8d\u8a18\u9332\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u5408\u8a08\u306e\u884c\u3092\u6570\u3048\u3066\u3044\u306a\u3044\u304b\u3001\u884c\u304c\u305a\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u7167\u5408\u306e\u6c7a\u307e\u308a\u3092\u6c7a\u3081\u308b**\n\n**\u4f55\u3092 `candidate` \u3068\u3059\u308b\u304b\u3001\u8b70\u6c7a\u6a29\u306e\u7121\u3044\u682a\u5f0f\u3092\u3069\u3046\u6271\u3046\u304b\u3001\u5883\u76ee\u306b\u8fd1\u3044\u682a\u4e3b\u3092\u3069\u3046\u78ba\u304b\u3081\u308b\u304b\u3092\u3001\u53d6\u5f15\u6642\u78ba\u8a8d\u306e\u8cac\u4efb\u8005\u3068\u6c7a\u3081\u307e\u3059\u3002** \u3053\u3053\u304c\u6c7a\u307e\u3089\u306a\u3044\u3046\u3061\u306b\u7167\u5408\u3092\u7d44\u3080\u3068\u3001\u4e00\u89a7\u306f\u51fa\u308b\u306e\u306b\u8ab0\u3082\u5224\u65ad\u306b\u4f7f\u3048\u306a\u3044\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\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\u6cd5\u4eba\u30fb\u5f79\u54e1\u30fb\u682a\u4e3b\u3092\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u7167\u5408\u3092\u305b\u305a\u3001\u66f8\u304d\u5199\u3057\u306e\u6b63\u78ba\u3055\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u6301\u682a\u6bd4\u7387\u306e\u8a08\u7b97\u3068\u7533\u8fbc\u66f8\u3068\u306e\u7167\u5408\u3092\u8db3\u3057\u3001`match` \u4ee5\u5916\u306e\u9805\u76ee\u306e\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u7167\u4f1a\u6587\u3068\u78ba\u8a8d\u8a18\u9332\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef660\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u56fd\u3054\u3068\u306e\u5bfe\u5fdc\u8868\u306b\u3001\u8868\u306e\u8aad\u307f\u53d6\u308a\u304c\u5d29\u308c\u3084\u3059\u3044\u69d8\u5f0f\u3068\u8b70\u6c7a\u6a29\u306e\u66f8\u304d\u65b9\u3092\u66f8\u304d\u8db3\u3057\u7d42\u3048\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0239","UC-0616","UC-0141","UC-0828"],"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":4643,"slug":"hikaku-kento-makeru","title":"\u6bd4\u8f03\u691c\u8a0e\u3067\u8ca0\u3051\u308b\u539f\u56e0\u306f\u60c5\u5831\u4e0d\u8db3\uff5c\u9078\u5b9a\u8868\u306b\u8f09\u308b\u6e96\u5099"},{"id":5211,"slug":"marketing-homu-check","title":"\u516c\u958b\u524d\u306e\u6cd5\u52d9\u78ba\u8a8d\u3067\u898b\u308b\u9805\u76ee\u4e00\u89a7\uff5c\u51fa\u3057\u3066\u304b\u3089\u6b62\u3081\u306a\u3044"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u7279\u5b9a\u4e8b\u696d\u8005\u306b\u53d6\u5f15\u6642\u78ba\u8a8d\u3068\u3001\u78ba\u8a8d\u8a18\u9332\u30fb\u53d6\u5f15\u8a18\u9332\u7b49\u306e\u4f5c\u6210\u30687\u5e74\u9593\u306e\u4fdd\u5b58\u304c\u8ab2\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3002\u901a\u5e38\u306e\u7279\u5b9a\u53d6\u5f15\u3067\u6cd5\u4eba\u306e\u5b9f\u8cea\u7684\u652f\u914d\u8005\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3002\u5916\u56fd\u306b\u672c\u5e97\u304c\u3042\u308b\u6cd5\u4eba\u306e\u672c\u4eba\u78ba\u8a8d\u306b\u3001\u65e5\u672c\u56fd\u653f\u5e9c\u306e\u627f\u8a8d\u3057\u305f\u5916\u56fd\u653f\u5e9c\u7b49\u304c\u767a\u884c\u3057\u305f\u66f8\u985e\u3092\u4f7f\u3048\u308b\u3053\u3068\u3002\u5b9f\u8cea\u7684\u652f\u914d\u8005\u306f\u8b70\u6c7a\u6a29\u305d\u306e\u4ed6\u306e\u624b\u6bb5\u306b\u3088\u308a\u6cd5\u4eba\u3092\u652f\u914d\u3059\u308b\u81ea\u7136\u4eba\u307e\u3067\u9061\u3063\u3066\u78ba\u8a8d\u3057\u3001\u6cd5\u4eba\u306e\u6027\u8cea\uff08\u8cc7\u672c\u591a\u6570\u6c7a\u6cd5\u4eba\u304b\u5426\u304b\uff09\u306b\u5f93\u3063\u3066\u5b9a\u3081\u3089\u308c\u308b\u3053\u3068\u3002\u8a72\u5f53\u8005\u304c\u8907\u6570\u3044\u308c\u3070\u5168\u54e1\u304c\u8a72\u5f53\u3057\u3001\u8b70\u6c7a\u6a29\u306e50\uff05\u8d85\u3092\u4fdd\u6709\u3059\u308b\u81ea\u7136\u4eba\u304c\u3044\u308c\u307025\uff05\u8d85\u306e\u4fdd\u6709\u8005\u306f\u8a72\u5f53\u3057\u306a\u3044\u3053\u3068\u3002\u30cf\u30a4\u30ea\u30b9\u30af\u53d6\u5f15\u3067\u306f\u682a\u4e3b\u540d\u7c3f\u7b49\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068 | [\u8b66\u5bdf\u5e81 JAFIC: \u72af\u7f6a\u53ce\u76ca\u79fb\u8ee2\u9632\u6b62\u6cd5\u306e\u6982\u8981\uff08\u4ee4\u548c8\u5e748\u67087\u65e5\u7248\uff09](https:\/\/www.npa.go.jp\/sosikihanzai\/jafic\/hourei\/data\/hougaiyou20260807.pdf) | 2026-10-08 |\n| \u5bfe\u5fdc\u3059\u308b\u5f62\u5f0f\uff08JPEG\u30fbPNG\u30fbPDF\u30fbTIFF\u3001XFA\u5f62\u5f0f\u306ePDF\u306f\u975e\u5bfe\u5fdc\uff09\u3002\u975e\u540c\u671f\u306e\u51e6\u7406\u3067PDF\u30fbTIFF\u304c500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304dPDF\u4e0d\u53ef\u3002\u975e\u540c\u671f\u30671\u30da\u30fc\u30b830\u554f\u307e\u3067\u3002\u5bfe\u5fdc\u8a00\u8a9e\u304c\u82f1\u30fb\u4ecf\u30fb\u72ec\u30fb\u4f0a\u30fb\u8461\u30fb\u897f\u3067\u3001\u8cea\u554f\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u306e\u307f\u3002\u7e26\u66f8\u304d\u975e\u5bfe\u5fdc\u3002\u6587\u5b57\u306e\u9ad8\u305515\u30d4\u30af\u30bb\u30eb\uff08150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\uff09\u304c\u4e0b\u9650 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-08 |\n| `FeatureTypes`\uff08TABLES\u30fbFORMS\u30fbQUERIES\u30fbSIGNATURES\u30fbLAYOUT\uff09\u3001\u5168\u6587\u306e\u884c\u3068\u5358\u8a9e\u304c\u5e38\u306b\u8fd4\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\u3002SNS\u3067 `SUCCEEDED` \u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u7d50\u679c\u3092\u53d6\u308b\u3053\u3068\u3002`JobId` \u304c7\u65e5\u9593\u6709\u52b9\u306a\u3053\u3068\u3002`KMSKeyId` \u306e\u6271\u3044 | [AWS: StartDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartDocumentAnalysis.html) | 2026-10-08 |\n| `MaxResults` \u304c\u65e2\u5b9a\u30fb\u6700\u59271,000\u4ef6\u3067 `NextToken` \u3067\u7d9a\u304d\u3092\u53d6\u308b\u3053\u3068\u3002`JobStatus` \u306b `PARTIAL_SUCCESS` \u304c\u3042\u308a `Warnings` \u304c\u30da\u30fc\u30b8\u756a\u53f7\u3092\u8fd4\u3059\u3053\u3068 | [AWS: GetDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_GetDocumentAnalysis.html) | 2026-10-08 |\n| \u8868\u304c `TABLE` \u3068 `CELL` \u306e\u30d6\u30ed\u30c3\u30af\u3067\u8fd4\u308a\u3001\u30bb\u30eb\u306b\u884c\u756a\u53f7\u30fb\u5217\u756a\u53f7\u30fb\u4fe1\u983c\u5ea6\u304c\u3042\u308b\u3053\u3068\u3002`COLUMN_HEADER`\u3001`TABLE_SUMMARY` \u306a\u3069\u306e\u30bb\u30eb\u306e\u7a2e\u985e | [AWS: Tables](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/how-it-works-tables.html) | 2026-10-08 |\n| 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