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\u901a\u77e5\u66f8\u306b\u306f\u4e0b\u8acb\u5951\u7d04\u306e\u66f8\u9762\u306e\u5199\u3057\u3092\u6dfb\u4ed8\u3059\u308b\u3053\u3068\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u901a\u77e5\u66f8\u306e\u672c\u4f53\u3068\u5951\u7d04\u66f8\u9762\u306e\u5199\u3057\u3092\u30da\u30fc\u30b8\u3067\u5206\u3051\u3001\u5951\u7d04\u66f8\u9762\u306f\u8aad\u307f\u53d6\u308a\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059**\n7. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u73fe\u5834\u30fb\u540c\u3058\u518d\u4e0b\u8acb\u8ca0\u4eba\u30fb\u540c\u3058\u5951\u7d04\u65e5\u306e\u3082\u306e\u304c\u76f4\u8fd1\u306b\u3042\u308c\u3070\u3001\u5909\u66f4\u306e\u5c4a\u3051\u304b\u91cd\u8907\u304b\u3092\u5224\u5b9a\u3059\u308b\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**6\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5951\u7d04\u66f8\u9762\u306e\u5199\u3057\u306b\u306f\u3001\u5de5\u4e8b\u540d\u3084\u5de5\u671f\u304c\u901a\u77e5\u66f8\u3068\u306f\u9055\u3046\u66f8\u304d\u65b9\u3067\u51fa\u3066\u304d\u307e\u3059\u3002\u4e21\u65b9\u3092\u4e00\u7dd2\u306b\u8aad\u307e\u305b\u308b\u3068\u3001**\u5951\u7d04\u66f8\u306e\u5074\u306e\u5024\u3092\u901a\u77e5\u66f8\u306e\u5024\u3068\u3057\u3066\u62fe\u3044\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u306e\u9805\u76ee\u306b\u4e26\u3079\u76f4\u3057\u3001\u5024\u3054\u3068\u306b\u6839\u62e0\u306e\u6587\u5b57\u5217\u3068\u8aad\u307f\u53d6\u308a\u306e\u72b6\u614b\u3092\u4ed8\u3051\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u9805\u76ee\u306f\u3001\u5efa\u8a2d\u696d\u6cd5\u65bd\u884c\u898f\u5247\u304c\u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u66f8\u306e\u8a18\u8f09\u4e8b\u9805\u3068\u3057\u3066\u5b9a\u3081\u308b\u7bc4\u56f2\u306b\u5408\u308f\u305b\u307e\u3059\u3002\n\n| \u9805\u76ee\u306e\u307e\u3068\u307e\u308a | \u4e2d\u8eab | \u8aad\u307f\u53d6\u308c\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u901a\u77e5\u3059\u308b\u4f1a\u793e | \u5546\u53f7\u30fb\u540d\u79f0\u3001\u4f4f\u6240\u3001\u8a31\u53ef\u756a\u53f7 | \u7a7a\u6b04\u306f `missing` |\n| \u901a\u77e5\u3059\u308b\u4f1a\u793e\u304c\u8acb\u3051\u305f\u5de5\u4e8b | \u5de5\u4e8b\u540d\u79f0\u3001\u6ce8\u6587\u8005\u3001\u6ce8\u6587\u8005\u3068\u306e\u5951\u7d04\u65e5 | \u73fe\u5834\u30b3\u30fc\u30c9\u306e\u5de5\u4e8b\u3068\u98df\u3044\u9055\u3048\u3070 `conflict` |\n| \u518d\u4e0b\u8acb\u8ca0\u4eba | \u5546\u53f7\u30fb\u540d\u79f0\u3001\u4f4f\u6240\u3001\u8a31\u53ef\u756a\u53f7\u3001\u8a31\u53ef\u696d\u7a2e\u3001\u5065\u5eb7\u4fdd\u967a\u7b49\u306e\u52a0\u5165\u72b6\u6cc1 | \u5370\u304c\u7121\u3051\u308c\u3070 `missing`\u3001\u5370\u304c\u4e8c\u3064\u306a\u3089 `ambiguous` |\n| \u518d\u4e0b\u8acb\u8ca0\u4eba\u306e\u5de5\u4e8b | \u5de5\u4e8b\u540d\u79f0\u30fb\u5185\u5bb9\u3001\u5de5\u671f\u3001\u5951\u7d04\u65e5 | \u65e5\u4ed8\u3068\u3057\u3066\u89e3\u91c8\u3067\u304d\u306a\u3051\u308c\u3070 `unreadable` |\n| \u6280\u8853\u8005 | \u4e3b\u4efb\u6280\u8853\u8005\u306e\u6c0f\u540d\u30fb\u8cc7\u683c\u30fb\u5c02\u4efb\u306e\u5225\u3001\u5c02\u9580\u6280\u8853\u8005 | \u8cc7\u683c\u306e\u6b04\u304c\u7a7a\u306a\u3089 `missing` |\n| \u73fe\u5834\u306e\u62c5\u5f53\u8005 | \u73fe\u5834\u4ee3\u7406\u4eba\u3001\u76e3\u7763\u54e1\u3001\u5b89\u5168\u885b\u751f\u8cac\u4efb\u8005 | \u69d8\u5f0f\u306b\u6b04\u304c\u7121\u3051\u308c\u3070 `not_in_form` |\n| \u5916\u56fd\u4eba\u306e\u5f93\u4e8b | \u4e00\u53f7\u7279\u5b9a\u6280\u80fd\u5916\u56fd\u4eba\u30fb\u5916\u56fd\u4eba\u6280\u80fd\u5b9f\u7fd2\u751f\u306e\u5f93\u4e8b\u306e\u6709\u7121 | \u5370\u304c\u7121\u3051\u308c\u3070 `missing` |\n\n**\u53f3\u7aef\u306e\u5217\u306e\u533a\u5225\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002** `missing` \u3068 `not_in_form` \u306f\u4e00\u6b21\u4e0b\u8acb\u306b\u554f\u3044\u5408\u308f\u305b\u308b\u3082\u306e\u3001`unreadable` \u306f\u81ea\u793e\u3067\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3059\u3082\u306e\u3067\u3059\u3002**\u6df7\u305c\u308b\u3068\u3001\u7d19\u304c\u6c5a\u308c\u3066\u3044\u305f\u3060\u3051\u306e\u901a\u77e5\u66f8\u306e\u305f\u3081\u306b\u4e00\u6b21\u4e0b\u8acb\u3078\u96fb\u8a71\u3092\u304b\u3051\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8a31\u53ef\u696d\u7a2e\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u306e\u7d50\u8ad6 | \u8a31\u53ef\u304c\u8981\u3089\u306a\u3044\u5c0f\u3055\u306a\u5de5\u4e8b\u3082\u3042\u308a\u3001\u901a\u77e5\u66f8\u3060\u3051\u3067\u306f\u5224\u65ad\u3067\u304d\u306a\u3044 |\n| \u8a31\u53ef\u756a\u53f7\u306e\u88dc\u5b8c\u30fb\u4fee\u6b63 | \u305d\u308c\u3089\u3057\u3044\u756a\u53f7\u306b\u76f4\u3059\u3068\u3001\u8aad\u307f\u9055\u3044\u304c\u96a0\u308c\u308b |\n| \u540d\u7c3f\u304b\u3089\u306e\u5024\u306e\u88dc\u5145 | \u901a\u77e5\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u4e8b\u5b9f\u3092\u3001\u66f8\u304b\u308c\u3066\u3044\u305f\u3053\u3068\u306b\u3057\u3066\u3057\u307e\u3046 |\n| \u8a31\u53ef\u306e\u671f\u9650\u306e\u8a08\u7b97 | \u65e5\u4ed8\u306e\u8a08\u7b97\u306f\u898f\u5247\u306e\u5074\u3067\u884c\u3046 |\n| \u7a7a\u6b04\u306e\u63a8\u6e2c | \u300c\u5c02\u4efb\u306e\u306f\u305a\u300d\u3068\u57cb\u3081\u308b\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u308b\u3079\u304d\u7a7a\u6b04\u304c\u6d88\u3048\u308b |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u540d\u7c3f\u3092\u6e21\u3059\u3068\u3001\u751f\u6210AI\u306f\u540d\u7c3f\u306e\u8a31\u53ef\u756a\u53f7\u3067\u7a7a\u6b04\u3092\u57cb\u3081\u307e\u3059\u3002**\u540d\u7c3f\u306f\u751f\u6210AI\u306b\u6e21\u3055\u305a\u3001\u7167\u5408\u306f\u898f\u5247\u306e\u6bb5\u3067\u884c\u3044\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u5efa\u8a2d\u4f1a\u793e\u306e\u5de5\u4e8b\u4e8b\u52d9\u3067\u3001\u5354\u529b\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u66f8\u3092\n\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u306e\u9805\u76ee\u306b\u5199\u3059\u4fc2\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u3001\u6307\u5b9a\u306e\u9805\u76ee\u306b\u5024\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5165\u308c\u308b\u9805\u76ee\u3011\n1. \u901a\u77e5\u3059\u308b\u4f1a\u793e\uff1a\u5546\u53f7\u30fb\u540d\u79f0\u3001\u4f4f\u6240\u3001\u8a31\u53ef\u756a\u53f7\n2. \u901a\u77e5\u3059\u308b\u4f1a\u793e\u304c\u8acb\u3051\u305f\u5de5\u4e8b\uff1a\u5de5\u4e8b\u540d\u79f0\u3001\u6ce8\u6587\u8005\u3001\u6ce8\u6587\u8005\u3068\u306e\u5951\u7d04\u65e5\n3. \u518d\u4e0b\u8acb\u8ca0\u4eba\uff1a\u5546\u53f7\u30fb\u540d\u79f0\u3001\u4f4f\u6240\u3001\u8a31\u53ef\u756a\u53f7\u3001\u8a31\u53ef\u696d\u7a2e\u3001\n   \u5927\u81e3\u30fb\u77e5\u4e8b\u306e\u5225\u3001\u7279\u5b9a\u30fb\u4e00\u822c\u306e\u5225\u3001\u8a31\u53ef\uff08\u66f4\u65b0\uff09\u5e74\u6708\u65e5\u3001\n   \u5065\u5eb7\u4fdd\u967a\u30fb\u539a\u751f\u5e74\u91d1\u4fdd\u967a\u30fb\u96c7\u7528\u4fdd\u967a\u306e\u52a0\u5165\u72b6\u6cc1\n4. \u518d\u4e0b\u8acb\u8ca0\u4eba\u306e\u5de5\u4e8b\uff1a\u5de5\u4e8b\u540d\u79f0\u30fb\u62c5\u5f53\u5de5\u4e8b\u5185\u5bb9\u3001\u5de5\u671f\uff08\u81ea\u30fb\u81f3\uff09\u3001\u5951\u7d04\u65e5\n5. \u6280\u8853\u8005\uff1a\u4e3b\u4efb\u6280\u8853\u8005\u306e\u6c0f\u540d\u30fb\u8cc7\u683c\u5185\u5bb9\u30fb\u5c02\u4efb\u304b\u975e\u5c02\u4efb\u304b\u3001\u5c02\u9580\u6280\u8853\u8005\n6. \u73fe\u5834\u306e\u62c5\u5f53\u8005\uff1a\u73fe\u5834\u4ee3\u7406\u4eba\u3001\u76e3\u7763\u54e1\u3001\u5b89\u5168\u885b\u751f\u8cac\u4efb\u8005\n7. \u5916\u56fd\u4eba\u306e\u5f93\u4e8b\uff1a\u4e00\u53f7\u7279\u5b9a\u6280\u80fd\u5916\u56fd\u4eba\u3001\u5916\u56fd\u4eba\u6280\u80fd\u5b9f\u7fd2\u751f\u306e\u5f93\u4e8b\u306e\u6709\u7121\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ........... \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u9805\u76ee\u3068\u3057\u3066\u89e3\u91c8\u3067\u304d\u308b\n- missing ...... \u6b04\u306f\u3042\u308b\u304c\u5024\u304c\u7121\u3044\u3002\u5370\u3092\u4ed8\u3051\u308b\u6b04\u3067\u3001\u3069\u308c\u306b\u3082\u5370\u304c\u7121\u3044\n- not_in_form .. \u3053\u306e\u69d8\u5f0f\u306b\u305d\u306e\u6b04\u304c\u305d\u3082\u305d\u3082\u7121\u3044\n- unreadable ... \u6587\u5b57\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c\u3001\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous .... \u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3002\u5370\u3092\u4ed8\u3051\u308b\u6b04\u3067\u3001\u4e8c\u3064\u4ee5\u4e0a\u306b\u5370\u304c\u3042\u308b\n\u8ff7\u3063\u305f\u3068\u304d\u306b ok \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u3092\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8a18\u8f09\u304c\u306a\u3051\u308c\u3070\n  value \u3092\u7a7a\u306b\u3057\u3001status \u3092 missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u300c\u8a31\u53ef\u756a\u53f7\u300d\u3068\u3044\u3046\u9805\u76ee\u540d\u304c\u3042\u3063\u3066\u3082\u3001\u5024\u304c\u7a7a\u306a\u3089 missing \u3067\u3059\u3002\n- \u8a31\u53ef\u756a\u53f7\u30fb\u65e5\u4ed8\u306f\u3001\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e value \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6841\u3092\u88dc\u3046\u3001\u548c\u66a6\u3068\u897f\u66a6\u3092\u76f4\u3059\u3001\u305d\u308c\u3089\u3057\u3044\u756a\u53f7\u306b\u3059\u308b\u3053\u3068\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5370\u3092\u4ed8\u3051\u308b\u6b04\u306f\u3001selection_marks \u306e state \u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6587\u5b57\u306e\u4e26\u3073\u304b\u3089\u3001\u3069\u3061\u3089\u306b\u5370\u304c\u3042\u308b\u304b\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4e0b\u8acb\u5951\u7d04\u306e\u66f8\u9762\u306e\u5199\u3057\u306e\u30da\u30fc\u30b8\u306b\u66f8\u304b\u308c\u305f\u5024\u306f\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a31\u53ef\u696d\u7a2e\u304c\u62c5\u5f53\u5de5\u4e8b\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3001\u8a31\u53ef\u304c\u6709\u52b9\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u518d\u4e0b\u8acb\u8ca0\u4eba\u304c\u8907\u6570\u793e\u3042\u308b\u5834\u5408\u306f\u3001\u4f1a\u793e\u3054\u3068\u306b subcontractors \u306e\u8981\u7d20\u3092\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u73fe\u5834\u30b3\u30fc\u30c9\u3011{site_code}\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08Markdown\uff09\u3011{layout_markdown}\n\u3010\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3011{key_value_pairs}\n\u3010\u9078\u629e\u30de\u30fc\u30af\u3011{selection_marks}\n```\n\n**\u300c\u5370\u3092\u4ed8\u3051\u308b\u6b04\u306f state \u3060\u3051\u3092\u6839\u62e0\u306b\u3059\u308b\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u6587\u5b57\u304b\u3089\u63a8\u6e2c\u3057\u307e\u3059\u3002** \u4f5c\u6210\u4f8b\u306e\u69d8\u5f0f\u3067\u306f\u300c\u5c02\u3000\u4efb\u3000\u975e\u5c02\u4efb\u300d\u306e\u3088\u3046\u306b\u9078\u629e\u80a2\u304c\u4e26\u3093\u3067\u5370\u5237\u3055\u308c\u3066\u304a\u308a\u3001\u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070**\u5148\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u300c\u5c02\u4efb\u300d\u3092\u5024\u3068\u3057\u3066\u62fe\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n**\u300c\u548c\u66a6\u3068\u897f\u66a6\u3092\u76f4\u3055\u306a\u3044\u300d\u306e\u306f\u3001\u76f4\u3057\u305f\u5024\u3067\u306f\u4eba\u304c\u901a\u77e5\u66f8\u3068\u898b\u6bd4\u3079\u308b\u3068\u304d\u306b\u63a2\u305b\u306a\u304f\u306a\u308b\u304b\u3089\u3067\u3059\u3002** \u63db\u7b97\u306f\u898f\u5247\u306e\u6bb5\u3067\u884c\u3044\u307e\u3059\u3002","output_data":"**Azure OpenAI \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u8fd4\u3055\u305b\u307e\u3059\u3002**\n\n```json\n{\n  \"notice_id\": \"\",\n  \"site_code\": \"\",\n  \"notifier\": {\n    \"name\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n    \"permit_no\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" }\n  },\n  \"subcontractors\": [\n    {\n      \"name\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"permit_no\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"permit_trade\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"permit_date\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"work_content\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"period_from\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"period_to\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"chief_engineer\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"full_time\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"health_insurance\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"foreign_workers\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" }\n    }\n  ]\n}\n```\n\n`status` \u306f5\u3064\u306e\u5024\u306e\u5217\u6319\u306b\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u9805\u76ee\u306e\u4e00\u90e8\u3092\u629c\u304d\u51fa\u3057\u3066\u3044\u307e\u3059\u3002\n\n**\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f\u3001\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3057\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b `additionalProperties: false` \u3092\u4ed8\u3051\u307e\u3059\u3002** \u5024\u304c\u7121\u3044\u9805\u76ee\u3082\u7701\u7565\u3055\u305b\u305a\u3001**\u7a7a\u306e\u5024\u3068 `missing` \u3092\u5fc5\u305a\u8fd4\u3055\u305b\u307e\u3059\u3002** `pattern` \u306e\u3088\u3046\u306a\u5236\u7d04\u306f\u4f7f\u3048\u306a\u3044\u305f\u3081\u3001**\u8a31\u53ef\u756a\u53f7\u306e\u6841\u6570\u3084\u65e5\u4ed8\u306e\u5f62\u306e\u691c\u67fb\u306f\u898f\u5247\u306e\u6bb5\u3067\u884c\u3044\u307e\u3059\u3002**\n\n**\u898f\u5247\u306e\u6bb5\u3067\u306f\u3001\u6b21\u306e\u8868\u3067 `verdict` \u3092\u6c7a\u3081\u307e\u3059\u3002**\n\n| \u7167\u3089\u3059\u5185\u5bb9 | \u7d50\u679c |\n|:--|:--|\n| \u5fc5\u9808\u9805\u76ee\u306e\u3069\u308c\u304b\u304c `missing` | `needs_inquiry`\uff08\u4e00\u6b21\u4e0b\u8acb\u3078\u554f\u3044\u5408\u308f\u305b\uff09 |\n| \u3069\u308c\u304b\u304c `unreadable` \uff0f `ambiguous`\u3001\u307e\u305f\u306f\u8a31\u53ef\u756a\u53f7\u30fb\u65e5\u4ed8\u306e\u5358\u8a9e\u306e\u4fe1\u983c\u5ea6\u304c\u4f4e\u3044 | `needs_human` |\n| \u62c5\u5f53\u5de5\u4e8b\u5185\u5bb9\u304c\u5bfe\u5fdc\u8868\u306e\u3069\u306e\u696d\u7a2e\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\u3001\u307e\u305f\u306f\u8a31\u53ef\u696d\u7a2e\u3068\u98df\u3044\u9055\u3046 | `needs_human`\uff08\u6cd5\u52d9\u306e\u62c5\u5f53\u304c\u898b\u308b\uff09 |\n| \u8a31\u53ef\uff08\u66f4\u65b0\uff09\u5e74\u6708\u65e5\u304b\u30895\u5e74\u306e\u65e5\u304c\u3001\u5de5\u671f\u306e\u7d42\u308f\u308a\u3088\u308a\u524d | `needs_human`\uff08\u66f4\u65b0\u306e\u72b6\u6cc1\u3092\u78ba\u304b\u3081\u308b\uff09 |\n| \u8a31\u53ef\u756a\u53f7\u304c\u5354\u529b\u4f1a\u793e\u306e\u540d\u7c3f\u306e\u756a\u53f7\u3068\u9055\u3046 | `needs_human` |\n| \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 | `ok` |\n\n**AI\u306e\u51fa\u529b\u3068\u898f\u5247\u306e\u5224\u5b9a\u3092\u5225\u306e\u5c64\u306b\u7f6e\u304f\u306e\u304c\u8981\u70b9\u3067\u3059\u3002** \u57fa\u6e96\u3092\u5909\u3048\u3066\u3082\u3001**\u76f4\u3059\u306e\u306f\u898f\u5247\u3060\u3051\u3067\u3001\u904e\u53bb\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u3089\u5224\u5b9a\u3092\u3084\u308a\u76f4\u305b\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Azure Blob Storage\uff09 | \u4fdd\u5b58\u3092\u8d77\u70b9\u306b Azure Functions \u3092\u52d5\u304b\u3059 | \u65b0\u3057\u3044\u901a\u77e5\u66f8\u3092\u691c\u77e5\u3059\u308b |\n| Azure AI Document Intelligence | API\u547c\u3073\u51fa\u3057 | \u6587\u5b57\u30fb\u8868\u30fb\u30ad\u30fc\u3068\u5024\u306e\u7d44\u30fb\u9078\u629e\u30de\u30fc\u30af\u30fb\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059 |\n| Azure OpenAI | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u306e\u9805\u76ee\u3078\u306e\u4e26\u3079\u76f4\u3057 |\n| \u5354\u529b\u4f1a\u793e\u306e\u540d\u7c3f | \u8aad\u307f\u53d6\u308a\u306e\u307f | \u8a31\u53ef\u756a\u53f7\u30fb\u8a31\u53ef\u696d\u7a2e\u30fb\u66f4\u65b0\u65e5\u3092\u5f15\u304f |\n| \u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u30fb\u65bd\u5de5\u4f53\u7cfb\u56f3 | \u4eba\u304c\u78ba\u304b\u3081\u305f\u5f8c\u306b\u66f8\u304d\u8fbc\u3080 | \u78ba\u5b9a\u3057\u305f\u5024\u3060\u3051\u3092\u53cd\u6620\u3059\u308b |\n\n**\u540d\u7c3f\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u901a\u77e5\u66f8\u3067\u521d\u3081\u3066\u51fa\u3066\u304d\u305f\u4e8c\u6b21\u4e0b\u8acb\u306e\u4f1a\u793e\u3082\u3001**\u540d\u7c3f\u306b\u8f09\u305b\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u8a31\u53ef\u901a\u77e5\u66f8\u306e\u5199\u3057\u3092\u78ba\u304b\u3081\u305f\u4eba\u304c\u6c7a\u3081\u307e\u3059\u3002** \u81ea\u52d5\u3067\u8f09\u305b\u308b\u3068\u3001\u8aad\u307f\u9055\u3048\u305f\u8a31\u53ef\u756a\u53f7\u304c\u540d\u7c3f\u306e\u6b63\u3057\u3044\u5024\u3068\u3057\u3066\u6b8b\u308a\u3001\u4ee5\u5f8c\u306e\u7167\u5408\u306e\u76f8\u624b\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002","human_review":"**\u4eba\u304c\u958b\u304f\u306e\u306f `needs_inquiry` \u3068 `needs_human` \u306e\u3082\u306e\u3060\u3051\u3067\u3059\u3002** `ok` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u4f1a\u793e\u540d\u30fb\u62c5\u5f53\u5de5\u4e8b\u30fb\u5de5\u671f\u3092\u6d41\u3057\u898b\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002\u5168\u4ef6\u3092\u958b\u304f\u3068\u3001\u7b2c10\u7ae0\u306e24.0\u6642\u9593\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`needs_human` \u306e\u8a31\u53ef\u696d\u7a2e\u306e\u98df\u3044\u9055\u3044\u3092\u5148\u306b\u898b\u308b** \u2026 \u6cd5\u52d9\u306e\u62c5\u5f53\u304c\u3001\u5bfe\u5fdc\u8868\u306e\u4e0d\u8db3\u306a\u306e\u304b\u3001\u8a31\u53ef\u306e\u7bc4\u56f2\u306e\u554f\u984c\u306a\u306e\u304b\u3092\u5206\u3051\u307e\u3059\u3002**\u8a31\u53ef\u304c\u8981\u3089\u306a\u3044\u5c0f\u3055\u306a\u5de5\u4e8b\u304b\u3069\u3046\u304b\u306f\u3001\u4e00\u6b21\u4e0b\u8acb\u306b\u8acb\u8ca0\u4ee3\u91d1\u306e\u898f\u6a21\u3092\u78ba\u304b\u3081\u306a\u3044\u3068\u5206\u304b\u308a\u307e\u305b\u3093**\n2. **\u8a31\u53ef\u306e\u671f\u9650\u304c\u5de5\u671f\u4e2d\u306b\u6765\u308b\u3082\u306e\u3092\u78ba\u304b\u3081\u308b** \u2026 **\u66f4\u65b0\u5f8c\u306e\u8a31\u53ef\u901a\u77e5\u66f8\u306e\u5199\u3057\u3092\u3082\u3089\u3044\u307e\u3059**\n3. **`unreadable` \u3068\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u756a\u53f7\u3092\u5143\u306e\u901a\u77e5\u66f8\u3067\u898b\u308b** \u2026 \u591a\u304f\u306f\u30b9\u30ad\u30e3\u30f3\u306e\u3057\u76f4\u3057\u3067\u89e3\u6c7a\u3057\u307e\u3059\n4. **`needs_inquiry` \u306e\u554f\u3044\u5408\u308f\u305b\u6587\u3092\u76f4\u3057\u3066\u9001\u308b** \u2026 \u9001\u4fe1\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\n5. **\u5224\u5b9a\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u3061\u3089\u306b\u5909\u3048\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**1\u756a\u76ee\u306e\u7d50\u679c\u3092\u300c\u9055\u53cd\u306e\u7591\u3044\u300d\u3068\u3057\u3066\u6271\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8a00\u3048\u308b\u306e\u306f\u3001**\u5bfe\u5fdc\u8868\u3068\u901a\u77e5\u66f8\u306e\u8a00\u8449\u304c\u3064\u306a\u304c\u3089\u306a\u304b\u3063\u305f**\u3068\u3044\u3046\u3053\u3068\u3060\u3051\u3067\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u69d8\u5f0f\u304c\u4f5c\u6210\u4f8b\u3068\u5927\u304d\u304f\u9055\u3046 | \u30ad\u30fc\u3068\u5024\u306e\u7d44\u3067\u62fe\u3048\u308b\u7bc4\u56f2\u3092\u4f7f\u3044\u3001\u62fe\u3048\u306a\u3044\u9805\u76ee\u306f `not_in_form`\u3002**\u540c\u3058\u5354\u529b\u4f1a\u793e\u304b\u3089\u7d9a\u304f\u306a\u3089\u3001\u4f5c\u6210\u4f8b\u306e\u69d8\u5f0f\u3092\u6848\u5185\u3059\u308b** |\n| \u5370\u304c\u624b\u66f8\u304d\u306e\u4e38\u3067\u4ed8\u3051\u3089\u308c\u3066\u3044\u308b | \u9078\u629e\u30de\u30fc\u30af\u3068\u3057\u3066\u691c\u51fa\u3055\u308c\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u3002**\u9078\u629e\u306e\u6b04\u304c `missing` \u306b\u306a\u3063\u305f\u3089\u3001\u5143\u306e\u753b\u50cf\u3067\u4e38\u3092\u78ba\u304b\u3081\u308b** |\n| \u518d\u4e0b\u8acb\u8ca0\u4eba\u304c\u8907\u6570\u793e\u4e26\u3076 | \u4f1a\u793e\u3054\u3068\u306b\u8981\u7d20\u3092\u5206\u3051\u308b\u3002**\u30da\u30fc\u30b8\u306e\u7d99\u304e\u76ee\u3067\u4f1a\u793e\u304c\u5206\u304b\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b** |\n| \u4e0b\u8acb\u5951\u7d04\u306e\u66f8\u9762\u306e\u5199\u3057\u304c\u6df7\u3056\u308b | \u30da\u30fc\u30b8\u3067\u5207\u308a\u5206\u3051\u3001\u5951\u7d04\u66f8\u9762\u306f\u8aad\u307f\u53d6\u308a\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3059 |\n| \u5909\u66f4\u306e\u5c4a\u3051\uff08\u6280\u8853\u8005\u306e\u4ea4\u4ee3\u30fb\u5de5\u671f\u306e\u5ef6\u9577\uff09 | \u524d\u56de\u306e\u5c4a\u3051\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u5909\u308f\u3063\u305f\u9805\u76ee\u3060\u3051\u3092\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u51fa\u3059 |\n| \u8aad\u307f\u53d6\u308a\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3059\u308b | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u4e00\u89a7\u306b\u8f09\u305b\u7d42\u3048\u305f\u3068\u304d\u3060\u3051 |\n| \u8a31\u53ef\u696d\u7a2e\u306e\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u5de5\u4e8b\u5185\u5bb9 | `needs_human`\u3002**\u6cd5\u52d9\u306e\u62c5\u5f53\u304c\u696d\u7a2e\u3092\u5272\u308a\u5f53\u3066\u3001\u5bfe\u5fdc\u8868\u306b\u8db3\u3059** |\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u904b\u7528\u304c\u80b2\u3064\u304b\u3069\u3046\u304b\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u5bfe\u5fdc\u8868\u306b\u8db3\u3059\u305f\u3073\u306b\u3001\u540c\u3058\u8a00\u8449\u306e\u901a\u77e5\u66f8\u306f\u6b21\u304b\u3089 `ok` \u3067\u6d41\u308c\u307e\u3059\u3002**`needs_human` \u304c\u6e1b\u3089\u306a\u3044\u306a\u3089\u3001\u5bfe\u5fdc\u8868\u306e\u8a00\u8449\u306e\u7c92\u5ea6\u304c\u7d30\u304b\u3059\u304e\u307e\u3059\u3002**","log_storage":"- \u5143\u306e\u901a\u77e5\u66f8\u30d5\u30a1\u30a4\u30eb\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u7d4c\u8def\u30fb\u73fe\u5834\u30b3\u30fc\u30c9\n- \u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08\u6587\u5b57\u3001\u8868\u3001\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3001\u9078\u629e\u30de\u30fc\u30af\u3001\u4fe1\u983c\u5ea6\uff09\n- \u751f\u6210AI\u304c\u8fd4\u3057\u305f\u9805\u76ee\u306e\u5024\u3068 `status`\u30fb`evidence`\n- \u898f\u5247\u3067\u7167\u3089\u3057\u305f\u7d50\u679c\u3068 `verdict`\u3001**\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u5bfe\u5fdc\u8868\u3068\u540d\u7c3f\u306e\u7248**\n- **\u4eba\u304c\u5024\u3084\u5224\u5b9a\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u3061\u3089\u306b\u5909\u3048\u305f\u304b\n- \u554f\u3044\u5408\u308f\u305b\u3092\u9001\u3063\u305f\u65e5\u6642\u3068\u3001\u8fd4\u3063\u3066\u304d\u305f\u56de\u7b54\u30fb\u5dee\u3057\u66ff\u3048\u306e\u901a\u77e5\u66f8\u3068\u306e\u5bfe\u5fdc\n- \u53f0\u5e33\u3078\u78ba\u5b9a\u3057\u305f\u5024\u3068\u3001\u78ba\u5b9a\u3057\u305f\u4eba\u30fb\u65e5\u6642\n\n**4\u756a\u76ee\u3067\u300c\u305d\u306e\u3068\u304d\u306e\u5bfe\u5fdc\u8868\u306e\u7248\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u5bfe\u5fdc\u8868\u304c\u80b2\u3063\u3066\u3044\u304f\u305f\u3081\u3067\u3059\u3002** \u534a\u5e74\u524d\u306b `ok` \u3067\u6d41\u308c\u305f\u901a\u77e5\u66f8\u304c\u3001\u3044\u307e\u306e\u5bfe\u5fdc\u8868\u3067\u306f `needs_human` \u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u5f53\u6642\u306e\u57fa\u6e96\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u904e\u53bb\u306e\u53f0\u5e33\u3092\u898b\u76f4\u3059\u7bc4\u56f2\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":5,"assumption_frequency":240,"assumption_workdays":20,"volume_month":240,"before_minutes_per_case":25,"after_minutes_per_case":6,"hourly_cost":3500,"before_hours_month":100,"after_hours_month":24,"saved_hours_month":76,"reduction_rate":76,"saved_hours_year":912,"annual_cost_effect":3192000,"summary":"\u5354\u529b\u4f1a\u793e\u304b\u3089\u5c4a\u304f\u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u306e\u9805\u76ee\u306b\u305d\u308d\u3048\u3066\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u62c5\u5f53\u5de5\u4e8b\u306e\u5185\u5bb9\u3068\u8a31\u53ef\u696d\u7a2e\u306e\u98df\u3044\u9055\u3044\u3001\u8a31\u53ef\u306e\u66f4\u65b0\u65e5\u3001\u5fc5\u9808\u9805\u76ee\u306e\u7a7a\u6b04\u3092\u898f\u5247\u3067\u7167\u3089\u3057\u3001\u78ba\u8a8d\u304c\u8981\u308b\u901a\u77e5\u66f8\u3060\u3051\u3092\u62c5\u5f53\u8005\u306b\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u73fe\u5834\u306e\u5de5\u4e8b\u4e8b\u52d9\u304c\u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u66f8\u3092\u53d7\u3051\u53d6\u308a\u3001\u7d19\u306f\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u672c\u793e\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u308b\n2. \u672c\u793e\u306e\u62c5\u5f53\u8005\u304c1\u4ef6\u305a\u3064\u958b\u304d\u3001\u518d\u4e0b\u8acb\u8ca0\u4eba\u306e\u4f1a\u793e\u540d\u30fb\u4f4f\u6240\u30fb\u8a31\u53ef\u756a\u53f7\u30fb\u8a31\u53ef\u696d\u7a2e\u30fb\u8a31\u53ef\u306e\u66f4\u65b0\u65e5\u3092\u8aad\u3080\n3. \u5de5\u4e8b\u540d\u79f0\u30fb\u5de5\u4e8b\u5185\u5bb9\u30fb\u5de5\u671f\u30fb\u5951\u7d04\u65e5\u3001\u4e3b\u4efb\u6280\u8853\u8005\u306e\u6c0f\u540d\u3068\u8cc7\u683c\u3001\u5c02\u4efb\u304b\u975e\u5c02\u4efb\u304b\u3001\u5065\u5eb7\u4fdd\u967a\u7b49\u306e\u52a0\u5165\u72b6\u6cc1\u3092\u8aad\u3080\n4. \u305d\u308c\u305e\u308c\u3092\u3001\u305d\u306e\u73fe\u5834\u306e\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8a72\u5f53\u3059\u308b\u6b04\u3078\u5199\u3059\n5. \u62c5\u5f53\u5de5\u4e8b\u306e\u5185\u5bb9\u3068\u8a31\u53ef\u696d\u7a2e\u3092\u898b\u6bd4\u3079\u3001\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u7d4c\u9a13\u3067\u5224\u65ad\u3059\u308b\n6. \u8a31\u53ef\u306e\u66f4\u65b0\u65e5\u304b\u30895\u5e74\u3092\u6570\u3048\u3001\u5de5\u671f\u306e\u3046\u3061\u306b\u8a31\u53ef\u304c\u5207\u308c\u306a\u3044\u304b\u3092\u898b\u308b\n7. \u7a7a\u6b04\u3084\u8aad\u3081\u306a\u3044\u7b87\u6240\u304c\u3042\u308c\u3070\u3001\u4e00\u6b21\u4e0b\u8acb\u3078\u96fb\u8a71\u304b\u30e1\u30fc\u30eb\u3067\u554f\u3044\u5408\u308f\u305b\u308b\n8. \u65bd\u5de5\u4f53\u7cfb\u56f3\u306b\u4f1a\u793e\u540d\u3068\u5de5\u4e8b\u5185\u5bb9\u3092\u66f8\u304d\u8db3\u3059\n\n**\uff08a\uff09\u8ee2\u8a18\u304c\u3044\u3061\u3070\u3093\u91cd\u3044\u3002** \u4e00\u901a\u306e\u901a\u77e5\u66f8\u306b\u3001\u4f1a\u793e\u30fb\u5de5\u4e8b\u30fb\u6280\u8853\u8005\u30fb\u4fdd\u967a\u30fb\u5916\u56fd\u4eba\u306e\u5f93\u4e8b\u306e\u72b6\u6cc1\u307e\u3067\u6570\u5341\u306e\u6b04\u304c\u3042\u308a\u3001**\u69d8\u5f0f\u304c\u5354\u529b\u4f1a\u793e\u3054\u3068\u306b\u9055\u3046\u306e\u3067\u3001\u76ee\u3067\u63a2\u3059\u5834\u6240\u304c\u6bce\u56de\u5909\u308f\u308a\u307e\u3059\u3002**\n\n**\uff08b\uff09\u8a31\u53ef\u696d\u7a2e\u306e\u7167\u5408\u304c\u4eba\u306b\u3088\u3063\u3066\u9055\u3046\u3002** \u62c5\u5f53\u5de5\u4e8b\u3068\u8a31\u53ef\u696d\u7a2e\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u554f\u984c\u3068\u898b\u308b\u304b\u3069\u3046\u304b\u304c\u3001\u62c5\u5f53\u8005\u306b\u3088\u3063\u3066\u5206\u304b\u308c\u307e\u3059\u3002**\u7167\u5408\u306e\u7269\u5dee\u3057\u304c\u982d\u306e\u4e2d\u306b\u3042\u308a\u3001\u66f8\u304b\u308c\u305f\u57fa\u6e96\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\n\n**\uff08c\uff09\u8a31\u53ef\u306e\u671f\u9650\u3092\u6570\u3048\u3066\u3044\u306a\u3044\u3002** \u8a31\u53ef\u306e\u6709\u52b9\u671f\u9593\u306f5\u5e74\u3067\u3001\u66f4\u65b0\u3057\u306a\u3051\u308c\u3070\u5931\u52b9\u3057\u307e\u3059\u3002**\u901a\u77e5\u66f8\u306b\u66f8\u304b\u308c\u305f\u8a31\u53ef\uff08\u66f4\u65b0\uff09\u5e74\u6708\u65e5\u304b\u3089\u671f\u9650\u3092\u6570\u3048\u3066\u5de5\u671f\u3068\u6bd4\u3079\u308b\u4f5c\u696d\u306f\u3001\u5fd9\u3057\u3044\u6708\u306b\u306f\u7701\u304b\u308c\u307e\u3059\u3002** \u6c17\u3065\u304f\u306e\u306f\u3001\u767a\u6ce8\u8005\u306e\u691c\u67fb\u3067\u53f0\u5e33\u3092\u898b\u3089\u308c\u305f\u3068\u304d\u3067\u3059\u3002\n\n**\uff08d\uff09\u7a7a\u6b04\u304c\u5f8c\u304b\u3089\u898b\u3064\u304b\u308b\u3002** \u300c\u5c02\u4efb\u300d\u300c\u975e\u5c02\u4efb\u300d\u306e\u3069\u3061\u3089\u306b\u3082\u5370\u304c\u7121\u3044\u3068\u3044\u3063\u305f\u8a18\u8f09\u6f0f\u308c\u306f\u3001**\u7a7a\u6b04\u306e\u307e\u307e\u5199\u3057\u3066\u3057\u307e\u3044\u3001\u53f0\u5e33\u3092\u70b9\u691c\u3057\u305f\u3068\u304d\u306b\u521d\u3081\u3066\u898b\u3064\u304b\u308a\u307e\u3059\u3002**","before_flow_steps":["\u73fe\u5834\u306e\u5de5\u4e8b\u4e8b\u52d9\u304c\u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u66f8\u3092\u53d7\u3051\u53d6\u308a\u3001\u7d19\u306f\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u672c\u793e\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u308b","\u672c\u793e\u306e\u62c5\u5f53\u8005\u304c1\u4ef6\u305a\u3064\u958b\u304d\u3001\u518d\u4e0b\u8acb\u8ca0\u4eba\u306e\u4f1a\u793e\u540d\u30fb\u4f4f\u6240\u30fb\u8a31\u53ef\u756a\u53f7\u30fb\u8a31\u53ef\u696d\u7a2e\u30fb\u8a31\u53ef\u306e\u66f4\u65b0\u65e5\u3092\u8aad\u3080","\u5de5\u4e8b\u540d\u79f0\u30fb\u5de5\u4e8b\u5185\u5bb9\u30fb\u5de5\u671f\u30fb\u5951\u7d04\u65e5\u3001\u4e3b\u4efb\u6280\u8853\u8005\u306e\u6c0f\u540d\u3068\u8cc7\u683c\u3001\u5c02\u4efb\u304b\u975e\u5c02\u4efb\u304b\u3001\u5065\u5eb7\u4fdd\u967a\u7b49\u306e\u52a0\u5165\u72b6\u6cc1\u3092\u8aad\u3080","\u305d\u308c\u305e\u308c\u3092\u3001\u305d\u306e\u73fe\u5834\u306e\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8a72\u5f53\u3059\u308b\u6b04\u3078\u5199\u3059","\u62c5\u5f53\u5de5\u4e8b\u306e\u5185\u5bb9\u3068\u8a31\u53ef\u696d\u7a2e\u3092\u898b\u6bd4\u3079\u3001\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u7d4c\u9a13\u3067\u5224\u65ad\u3059\u308b","\u8a31\u53ef\u306e\u66f4\u65b0\u65e5\u304b\u30895\u5e74\u3092\u6570\u3048\u3001\u5de5\u671f\u306e\u3046\u3061\u306b\u8a31\u53ef\u304c\u5207\u308c\u306a\u3044\u304b\u3092\u898b\u308b","\u7a7a\u6b04\u3084\u8aad\u3081\u306a\u3044\u7b87\u6240\u304c\u3042\u308c\u3070\u3001\u4e00\u6b21\u4e0b\u8acb\u3078\u96fb\u8a71\u304b\u30e1\u30fc\u30eb\u3067\u554f\u3044\u5408\u308f\u305b\u308b","\u65bd\u5de5\u4f53\u7cfb\u56f3\u306b\u4f1a\u793e\u540d\u3068\u5de5\u4e8b\u5185\u5bb9\u3092\u66f8\u304d\u8db3\u3059"],"after_flow":"1. **\u3010\u4eba\u3011** \u73fe\u5834\u306e\u5de5\u4e8b\u4e8b\u52d9\u304c\u3001\u7d19\u306f\u30b9\u30ad\u30e3\u30f3\u3057\u3001PDF\u3068\u5199\u771f\u306f\u305d\u306e\u307e\u307e\u3001\u672c\u793e\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\uff08\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u73fe\u5834\u30b3\u30fc\u30c9\u3092\u4ed8\u3051\u308b\uff09\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\u753b\u50cf\u306e\u5927\u304d\u3055\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** OCR\u304c\u901a\u77e5\u66f8\u306e\u6587\u5b57\u30fb\u8868\u30fb\u30ad\u30fc\u3068\u5024\u306e\u7d44\u30fb\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306e\u72b6\u614b\u3068\u3001\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u306e\u9805\u76ee\u306b\u4e26\u3079\u76f4\u3057\u3001\u5024\u3054\u3068\u306b\u6839\u62e0\u306e\u6587\u5b57\u5217\u3092\u4ed8\u3051\u3066\u8fd4\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u898f\u5247\u3067\u7167\u3089\u3059\u3002\u5fc5\u9808\u9805\u76ee\u306e\u7a7a\u6b04\u3001\u8a31\u53ef\u696d\u7a2e\u3068\u62c5\u5f53\u5de5\u4e8b\u306e\u5bfe\u5fdc\u8868\u3068\u306e\u7167\u5408\u3001\u8a31\u53ef\u306e\u66f4\u65b0\u65e5\u304b\u3089\u306e5\u5e74\u3068\u5de5\u671f\u306e\u6bd4\u8f03\u3001\u5354\u529b\u4f1a\u793e\u540d\u7c3f\u3068\u306e\u7167\u5408\n6. **\u3010\u81ea\u52d5\u3011** \u7167\u3089\u3057\u305f\u7d50\u679c\u304b\u3089 `ok` \uff0f `needs_inquiry` \uff0f `needs_human` \u3092\u6a5f\u68b0\u7684\u306b\u6c7a\u3081\u3001\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u8f09\u305b\u308b\n7. **\u3010\u81ea\u52d5\u3011** `needs_inquiry` \u306e\u3082\u306e\u306b\u3064\u3044\u3066\u3001\u4e00\u6b21\u4e0b\u8acb\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `needs_inquiry` \u3068 `needs_human` \u306e\u3082\u306e\u3092\u958b\u304d\u3001\u5143\u306e\u901a\u77e5\u66f8\u3068\u898b\u6bd4\u3079\u3066\u78ba\u304b\u3081\u308b\n9. **\u3010\u4eba\u3011** \u554f\u3044\u5408\u308f\u305b\u6587\u3092\u76f4\u3057\u3066\u9001\u308b\u3002\u8a31\u53ef\u696d\u7a2e\u306e\u98df\u3044\u9055\u3044\u306f\u3001\u6cd5\u52d9\u306e\u62c5\u5f53\u3068\u76f8\u8ac7\u3057\u3066\u6271\u3044\u3092\u6c7a\u3081\u308b\n10. **\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u78ba\u304b\u3081\u305f\u3082\u306e\u3060\u3051\u3092\u3001\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u3068\u65bd\u5de5\u4f53\u7cfb\u56f3\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u66f8\u304d\u8fbc\u3080\n\n**8\u756a\u76ee\u304c\u5206\u304b\u308c\u76ee\u3067\u3059\u3002\u4eba\u304c\u898b\u308b\u306e\u306f\u5168\u4ef6\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** `ok` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u4f1a\u793e\u540d\u3068\u5de5\u4e8b\u5185\u5bb9\u3092\u6d41\u3057\u898b\u308b\u3060\u3051\u306b\u3057\u3001**\u7167\u3089\u3057\u305f\u7d50\u679c\u306b\u5f15\u3063\u304b\u304b\u3063\u305f\u3082\u306e\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002**\n\n**10\u756a\u76ee\u3067\u53f0\u5e33\u3078\u66f8\u304d\u8fbc\u3080\u306e\u3092\u4eba\u306e\u78ba\u8a8d\u306e\u5f8c\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u8aad\u307f\u9055\u3044\u304c\u305d\u306e\u307e\u307e\u53f0\u5e33\u306b\u8f09\u308b\u3068\u3001\u5143\u8acb\u304c\u8aa4\u3063\u305f\u53f0\u5e33\u3092\u73fe\u5834\u306b\u5099\u3048\u3066\u3044\u305f\u3053\u3068\u306b\u306a\u308b\u304b\u3089\u3067\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u73fe\u5834\u306e\u5de5\u4e8b\u4e8b\u52d9\u304c\u3001\u7d19\u306f\u30b9\u30ad\u30e3\u30f3\u3057\u3001PDF\u3068\u5199\u771f\u306f\u305d\u306e\u307e\u307e\u3001\u672c\u793e\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\uff08\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u73fe\u5834\u30b3\u30fc\u30c9\u3092\u4ed8\u3051\u308b\uff09","**\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\u753b\u50cf\u306e\u5927\u304d\u3055\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** OCR\u304c\u901a\u77e5\u66f8\u306e\u6587\u5b57\u30fb\u8868\u30fb\u30ad\u30fc\u3068\u5024\u306e\u7d44\u30fb\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306e\u72b6\u614b\u3068\u3001\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u306e\u9805\u76ee\u306b\u4e26\u3079\u76f4\u3057\u3001\u5024\u3054\u3068\u306b\u6839\u62e0\u306e\u6587\u5b57\u5217\u3092\u4ed8\u3051\u3066\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u898f\u5247\u3067\u7167\u3089\u3059\u3002\u5fc5\u9808\u9805\u76ee\u306e\u7a7a\u6b04\u3001\u8a31\u53ef\u696d\u7a2e\u3068\u62c5\u5f53\u5de5\u4e8b\u306e\u5bfe\u5fdc\u8868\u3068\u306e\u7167\u5408\u3001\u8a31\u53ef\u306e\u66f4\u65b0\u65e5\u304b\u3089\u306e5\u5e74\u3068\u5de5\u671f\u306e\u6bd4\u8f03\u3001\u5354\u529b\u4f1a\u793e\u540d\u7c3f\u3068\u306e\u7167\u5408","**\u3010\u81ea\u52d5\u3011** \u7167\u3089\u3057\u305f\u7d50\u679c\u304b\u3089 `ok` \uff0f `needs_inquiry` \uff0f `needs_human` \u3092\u6a5f\u68b0\u7684\u306b\u6c7a\u3081\u3001\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u8f09\u305b\u308b","**\u3010\u81ea\u52d5\u3011** `needs_inquiry` \u306e\u3082\u306e\u306b\u3064\u3044\u3066\u3001\u4e00\u6b21\u4e0b\u8acb\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `needs_inquiry` \u3068 `needs_human` \u306e\u3082\u306e\u3092\u958b\u304d\u3001\u5143\u306e\u901a\u77e5\u66f8\u3068\u898b\u6bd4\u3079\u3066\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u554f\u3044\u5408\u308f\u305b\u6587\u3092\u76f4\u3057\u3066\u9001\u308b\u3002\u8a31\u53ef\u696d\u7a2e\u306e\u98df\u3044\u9055\u3044\u306f\u3001\u6cd5\u52d9\u306e\u62c5\u5f53\u3068\u76f8\u8ac7\u3057\u3066\u6271\u3044\u3092\u6c7a\u3081\u308b","**\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u78ba\u304b\u3081\u305f\u3082\u306e\u3060\u3051\u3092\u3001\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u3068\u65bd\u5de5\u4f53\u7cfb\u56f3\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u66f8\u304d\u8fbc\u3080"],"architecture":"```\n\u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u66f8\uff08\u7d19\u3092\u30b9\u30ad\u30e3\u30f3\u30fbPDF\u30fb\u5199\u771f\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Azure Blob Storage \u306e\u30b3\u30f3\u30c6\u30ca\u30fc\uff09\u3078\u306e\u4fdd\u5b58\nAzure Functions \u2500\u2500 \u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u753b\u50cf\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d\u3001\u73fe\u5834\u30b3\u30fc\u30c9\u306e\u53d6\u308a\u51fa\u3057\n   \u25bc\nAzure AI Document Intelligence\uff08\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u3001\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3092\u6709\u52b9\u5316\uff09\n   \u2502   \u6587\u5b57\u30fb\u8868\u30fb\u30ad\u30fc\u3068\u5024\u306e\u7d44\u30fb\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306e\u72b6\u614b\u30fb\u4fe1\u983c\u5ea6\n   \u25bc\nAzure OpenAI \u2500\u2500 \u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u306e\u9805\u76ee\u3078\u306e\u4e26\u3079\u76f4\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\n   \u25bc\nAzure Functions \u2500\u2500 \u898f\u5247\u3067\u7167\u3089\u3059\n   \u2502   \u2460 \u5fc5\u9808\u9805\u76ee\u306e\u7a7a\u6b04   \u2461 \u8a31\u53ef\u696d\u7a2e\u3068\u62c5\u5f53\u5de5\u4e8b\u306e\u5bfe\u5fdc\u8868\n   \u2502   \u2462 \u8a31\u53ef\u306e\u66f4\u65b0\u65e5\u304b\u3089\u306e5\u5e74\u3068\u5de5\u671f   \u2463 \u5354\u529b\u4f1a\u793e\u540d\u7c3f\u3068\u306e\u7167\u5408\n   \u25bc\n\u78ba\u8a8d\u306e\u4e00\u89a7\uff08ok \uff0f needs_inquiry \uff0f needs_human\uff09\n   \u25bc\n\u3010\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u3011\u2500\u2500\u25b6 \u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u30fb\u65bd\u5de5\u4f53\u7cfb\u56f3\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\n             \u2514\u2500\u25b6 \u4e00\u6b21\u4e0b\u8acb\u3078\u306e\u554f\u3044\u5408\u308f\u305b\uff08\u4e0b\u66f8\u304d\u3092\u4eba\u304c\u9001\u308b\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | Azure AI Document Intelligence\uff08\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb `prebuilt-layout`\uff09 | Google Document AI\uff08Form Parser\uff09\u3001AWS Textract\uff08\u82f1\u6587\u306e\u66f8\u985e\u306b\u9650\u308b\uff09 |\n| \u751f\u6210AI | Azure OpenAI\uff08Microsoft Foundry\uff09\uff08\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u306e\u9805\u76ee\u3078\u306e\u4e26\u3079\u76f4\u3057\uff09 | Claude API\u3001Gemini API |\n| \u9023\u643a | Azure Functions\uff08\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3057\u3001\u898f\u5247\u3067\u7167\u3089\u3059\uff09 | Azure Logic Apps |\n| \u4fdd\u7ba1 | Azure Blob Storage\uff08\u901a\u77e5\u66f8\u306e\u539f\u672c\u3068\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u3068\u5354\u529b\u4f1a\u793e\u306e\u540d\u7c3f\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u53f0\u5e33\u3092\u5efa\u8a2d\u30ad\u30e3\u30ea\u30a2\u30a2\u30c3\u30d7\u30b7\u30b9\u30c6\u30e0\u3084\u6c11\u9593\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u4f5c\u3063\u3066\u3044\u308b\u4f1a\u793e\u3067\u306f\u66f8\u304d\u8fbc\u3080\u5148\u304c\u305d\u3061\u3089\u306b\u5909\u308f\u308a\u3001**\u305d\u306e\u5165\u51fa\u529b\u306f\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u306e\u4f5c\u308a\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u8aad\u307f\u53d6\u308a\u306e\u571f\u53f0\u306f\u3001Azure AI Document Intelligence \u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u3067\u3059\u3002** \u30c6\u30ad\u30b9\u30c8\u3001\u8868\u3001\u9078\u629e\u30de\u30fc\u30af\u3001\u6587\u66f8\u306e\u69cb\u9020\u3092\u62bd\u51fa\u3057\u3001**\u9078\u629e\u30de\u30fc\u30af\u306b\u3064\u3044\u3066\u306f\u300c\u9078\u629e\u3055\u308c\u3066\u3044\u308b\uff0f\u3055\u308c\u3066\u3044\u306a\u3044\u300d\u306e\u72b6\u614b\u3068\u4fe1\u983c\u5ea6\u3092\u8fd4\u3057\u307e\u3059\u3002** \u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u66f8\u306b\u306f\u3001\u5927\u81e3\u3068\u77e5\u4e8b\u3001\u7279\u5b9a\u3068\u4e00\u822c\u3001\u5c02\u4efb\u3068\u975e\u5c02\u4efb\u3001\u52a0\u5165\u3068\u672a\u52a0\u5165\u3068\u9069\u7528\u9664\u5916\u3001\u5916\u56fd\u4eba\u306e\u5f93\u4e8b\u306e\u6709\u3068\u7121\u3068\u3001**\u5370\u3092\u4ed8\u3051\u3066\u7b54\u3048\u308b\u6b04\u304c\u3044\u304f\u3064\u3082\u3042\u308a\u307e\u3059\u3002** \u3053\u308c\u3092\u6587\u5b57\u3067\u306f\u306a\u304f\u72b6\u614b\u3068\u3057\u3066\u53d7\u3051\u53d6\u308c\u308b\u3053\u3068\u304c\u52b9\u304d\u307e\u3059\u3002\n\n**\u65e5\u672c\u8a9e\u306e\u5370\u5237\u306e\u6587\u5b57\u3068\u624b\u66f8\u304d\u306e\u6587\u5b57\u3092\u3001\u3069\u3061\u3089\u3082\u8aad\u3081\u307e\u3059\u3002** \u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u306e\u5bfe\u5fdc\u8a00\u8a9e\u306b\u306f\u3001\u5370\u5237\u30fb\u624b\u66f8\u304d\u306e\u4e21\u65b9\u306b\u65e5\u672c\u8a9e\u304c\u5165\u3063\u3066\u3044\u307e\u3059\u3002\u5354\u529b\u4f1a\u793e\u304c\u624b\u66f8\u304d\u3067\u57cb\u3081\u305f\u901a\u77e5\u66f8\u3082\u5bfe\u8c61\u306b\u306a\u308a\u3001**\u884c\u3054\u3068\u306b\u624b\u66f8\u304d\u304b\u3069\u3046\u304b\u3092\u4fe1\u983c\u5ea6\u3064\u304d\u3067\u8fd4\u3059**\u306e\u3067\u3001\u624b\u66f8\u304d\u306e\u6b04\u3060\u3051\u3092\u78ba\u8a8d\u306b\u56de\u305b\u307e\u3059\u3002\n\n**\u30ad\u30fc\u3068\u5024\u306e\u7d44\u306f\u3001`features=keyValuePairs` \u3092\u4ed8\u3051\u3066\u53d6\u308a\u307e\u3059\u3002** \u69d8\u5f0f\u304c\u5354\u529b\u4f1a\u793e\u3054\u3068\u306b\u9055\u3063\u3066\u3082\u3001**\u300c\u9805\u76ee\u540d\u306e\u96a3\u306b\u4f55\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u300d\u3068\u3044\u3046\u5f62\u3067\u53d7\u3051\u53d6\u308c\u308b**\u306e\u3067\u3001\u5f8c\u6bb5\u306e\u4e26\u3079\u76f4\u3057\u304c\u5b89\u5b9a\u3057\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** 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\u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u66f8 | PDF\u30fb\u753b\u50cf\u3002\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3068\u7d4c\u8def\u3001\u73fe\u5834\u30b3\u30fc\u30c9 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u6587\u5b57\u3001\u8868\u306e\u30bb\u30eb\u3001\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3001\u9078\u629e\u30de\u30fc\u30af\u306e\u72b6\u614b\u3001**\u4fe1\u983c\u5ea6** | Azure AI Document Intelligence |\n| \u5354\u529b\u4f1a\u793e\u306e\u540d\u7c3f | \u4f1a\u793e\u540d\u3001\u8a31\u53ef\u756a\u53f7\u3001\u8a31\u53ef\u696d\u7a2e\u3001\u5927\u81e3\u30fb\u77e5\u4e8b\u3001\u7279\u5b9a\u30fb\u4e00\u822c\u3001\u8a31\u53ef\u306e\u66f4\u65b0\u65e5 | \u672c\u793e\u306e\u540d\u7c3f |\n| \u73fe\u5834\u306e\u60c5\u5831 | \u73fe\u5834\u30b3\u30fc\u30c9\u3001\u5de5\u4e8b\u540d\u79f0\u3001\u5de5\u671f\u3001\u4e00\u6b21\u4e0b\u8acb\u306e\u4e00\u89a7 | \u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u8a31\u53ef\u696d\u7a2e\u3068\u62c5\u5f53\u5de5\u4e8b\u306e\u5bfe\u5fdc\u8868 | \u300c\u62c5\u5f53\u5de5\u4e8b\u5185\u5bb9\u300d\u306b\u73fe\u308c\u308b\u8a00\u8449\u3068\u3001\u5bfe\u5fdc\u3059\u308b\u8a31\u53ef\u696d\u7a2e | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3044\u3061\u3070\u3093\u4e0b\u306e\u5bfe\u5fdc\u8868\u3067\u3059\u3002** \u5efa\u8a2d\u5de5\u4e8b\u306f2\u3064\u306e\u4e00\u5f0f\u5de5\u4e8b\u306827\u306e\u5c02\u9580\u5de5\u4e8b\u306e\u8a0829\u306e\u7a2e\u985e\u306b\u5206\u304b\u308c\u3001\u8a31\u53ef\u306f\u3053\u306e\u7a2e\u985e\u3054\u3068\u306b\u53d6\u308a\u307e\u3059\u3002\u3068\u3053\u308d\u304c\u901a\u77e5\u66f8\u306e\u300c\u62c5\u5f53\u5de5\u4e8b\u5185\u5bb9\u300d\u306b\u306f\u300cLGS\u30fb\u30dc\u30fc\u30c9\u8cbc\u308a\u300d\u300c\u7a7a\u8abf\u30c0\u30af\u30c8\u300d\u306e\u3088\u3046\u306a**\u73fe\u5834\u306e\u8a00\u8449**\u304c\u66f8\u304b\u308c\u307e\u3059\u3002**\u73fe\u5834\u306e\u8a00\u8449\u306829\u306e\u696d\u7a2e\u3092\u3064\u306a\u3050\u8868\u304c\u7121\u3051\u308c\u3070\u3001\u7167\u5408\u305d\u306e\u3082\u306e\u304c\u3067\u304d\u307e\u305b\u3093\u3002**\n\n**\u5354\u529b\u4f1a\u793e\u306e\u540d\u7c3f\u306f\u300c\u7167\u5408\u306e\u76f8\u624b\u300d\u3068\u3057\u3066\u6301\u3061\u307e\u3059\u3002** \u8a31\u53ef\u756a\u53f7\u304c\u540d\u7c3f\u3068\u9055\u3063\u3066\u3082\u3001\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\u9055\u3046\u3068\u3044\u3046\u4e8b\u5b9f\u3092\u51fa\u3057\u3001\u4eba\u304c\u8a31\u53ef\u901a\u77e5\u66f8\u306e\u5199\u3057\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u8aad\u307f\u53d6\u308a\u306f\u3001Azure Functions \u304b\u3089\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u3092\u547c\u3076\u3060\u3051\u3067\u3059\u3002**\u3053\u306e\u3068\u304d `features=keyValuePairs` \u3092\u4ed8\u3051\u3001\u51fa\u529b\u3092 Markdown \u5f62\u5f0f\uff08`outputContentFormat=markdown`\uff09\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Markdown \u3067\u306f\u8868\u304c HTML \u306e\u8868\u3068\u3057\u3066\u8868\u3055\u308c\u3001\u7d50\u5408\u3055\u308c\u305f\u30bb\u30eb\u3084\u8907\u6570\u884c\u306e\u898b\u51fa\u3057\u3082\u5d29\u308c\u305a\u306b\u6b8b\u308a\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u5168\u6587\u306e Markdown | `content` | \u751f\u6210AI\u3078\u6e21\u3059\u672c\u4f53\u3002\u8868\u3068\u898b\u51fa\u3057\u306e\u69cb\u9020\u3092\u4fdd\u3064 |\n| \u30ad\u30fc\u3068\u5024\u306e\u7d44 | `keyValuePairs` | \u300c\u8a31\u53ef\u756a\u53f7\u300d\u300c\u5de5\u671f\u300d\u306a\u3069\u9805\u76ee\u540d\u3068\u5024\u306e\u5bfe\u5fdc |\n| \u9078\u629e\u30de\u30fc\u30af | `pages` \u306e `selectionMarks`\uff08`state` \u3068 `confidence`\uff09 | \u5927\u81e3\u30fb\u77e5\u4e8b\u3001\u5c02\u4efb\u30fb\u975e\u5c02\u4efb\u3001\u4fdd\u967a\u306e\u52a0\u5165\u72b6\u6cc1\u3001\u5916\u56fd\u4eba\u306e\u5f93\u4e8b\u306e\u6709\u7121 |\n| \u624b\u66f8\u304d\u306e\u5224\u5b9a | `styles` \u306e `isHandwritten` | \u624b\u66f8\u304d\u306e\u6b04\u3092\u78ba\u8a8d\u306b\u56de\u3059 |\n| \u5358\u8a9e\u306e\u4fe1\u983c\u5ea6 | `pages` \u306e `words` \u306e `confidence` | \u8a31\u53ef\u756a\u53f7\u30fb\u65e5\u4ed8\u306e\u8aad\u307f\u9055\u3044\u306e\u7591\u3044 |\n\n**\u8a31\u53ef\u756a\u53f7\u3068\u65e5\u4ed8\u306f\u3001\u5358\u8a9e\u306e\u4fe1\u983c\u5ea6\u3092\u5fc5\u305a\u6301\u3061\u56de\u3057\u307e\u3059\u3002** \u300c\u7b2c12345\u53f7\u300d\u306e\u4e00\u6841\u306e\u8aad\u307f\u9055\u3044\u306f\u3001\u6587\u5b57\u3068\u3057\u3066\u306f\u81ea\u7136\u306b\u898b\u3048\u308b\u306e\u3067\u3001\u751f\u6210AI\u306e\u6bb5\u3067\u306f\u6c17\u3065\u3051\u307e\u305b\u3093\u3002**\u4fe1\u983c\u5ea6\u304c\u4f4e\u3044\u5358\u8a9e\u3092\u542b\u3080\u5024\u306b\u306f\u3001\u5f8c\u6bb5\u3067\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 PDF\u307e\u305f\u306f\u753b\u50cf\uff08JPEG\u3001PNG\u3001BMP\u3001TIFF\u3001HEIF\uff09\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u5199\u771f\u306f\u305d\u306e\u307e\u307e\u53d7\u3051\u4ed8\u3051\u307e\u3059\n2. **\u30da\u30fc\u30b8\u6570\u3068\u30b5\u30a4\u30ba** \u2026 PDF\u3068TIFF\u306f\u6700\u59272,000\u30da\u30fc\u30b8\u3001\u6709\u6599\uff08S0\uff09\u30ec\u30d9\u30eb\u3067500MB\u304c\u4e0a\u9650\u3067\u3059\u3002\u901a\u77e5\u66f8\u306e\u675f\u3092\u307e\u3068\u3081\u3066\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u3082\u306e\u306f\u3001\u901a\u77e5\u66f8\u3054\u3068\u306b\u5206\u3051\u307e\u3059\n3. **\u753b\u50cf\u306e\u5927\u304d\u3055** \u2026 50\u00d750\u30d4\u30af\u30bb\u30eb\u304b\u308910,000\u00d710,000\u30d4\u30af\u30bb\u30eb\u306e\u9593\u3067\u3042\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055** \u2026 \u62bd\u51fa\u3067\u304d\u308b\u6587\u5b57\u306e\u6700\u5c0f\u306e\u9ad8\u3055\u306f\u30011024\u00d7768\u306e\u753b\u50cf\u306712\u30d4\u30af\u30bb\u30eb\u3067\u3059\u3002150dpi\u3067\u7d048\u30dd\u30a4\u30f3\u30c8\u306e\u6587\u5b57\u306b\u5f53\u305f\u308a\u307e\u3059\u3002**\u7d30\u304b\u3044\u6b04\u306e\u591a\u3044\u69d8\u5f0f\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u89e3\u50cf\u5ea6\u3092\u4e0a\u3052\u307e\u3059**\n5. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u89e3\u9664** \u2026 \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u30ed\u30c3\u30af\u3055\u308c\u305fPDF\u306f\u3001\u63d0\u51fa\u524d\u306b\u89e3\u9664\u304c\u5fc5\u8981\u3067\u3059\n6. **\u6dfb\u4ed8\u66f8\u985e\u306e\u5207\u308a\u5206\u3051** \u2026 \u901a\u77e5\u66f8\u306b\u306f\u4e0b\u8acb\u5951\u7d04\u306e\u66f8\u9762\u306e\u5199\u3057\u3092\u6dfb\u4ed8\u3059\u308b\u3053\u3068\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u901a\u77e5\u66f8\u306e\u672c\u4f53\u3068\u5951\u7d04\u66f8\u9762\u306e\u5199\u3057\u3092\u30da\u30fc\u30b8\u3067\u5206\u3051\u3001\u5951\u7d04\u66f8\u9762\u306f\u8aad\u307f\u53d6\u308a\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059**\n7. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u73fe\u5834\u30fb\u540c\u3058\u518d\u4e0b\u8acb\u8ca0\u4eba\u30fb\u540c\u3058\u5951\u7d04\u65e5\u306e\u3082\u306e\u304c\u76f4\u8fd1\u306b\u3042\u308c\u3070\u3001\u5909\u66f4\u306e\u5c4a\u3051\u304b\u91cd\u8907\u304b\u3092\u5224\u5b9a\u3059\u308b\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**6\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5951\u7d04\u66f8\u9762\u306e\u5199\u3057\u306b\u306f\u3001\u5de5\u4e8b\u540d\u3084\u5de5\u671f\u304c\u901a\u77e5\u66f8\u3068\u306f\u9055\u3046\u66f8\u304d\u65b9\u3067\u51fa\u3066\u304d\u307e\u3059\u3002\u4e21\u65b9\u3092\u4e00\u7dd2\u306b\u8aad\u307e\u305b\u308b\u3068\u3001**\u5951\u7d04\u66f8\u306e\u5074\u306e\u5024\u3092\u901a\u77e5\u66f8\u306e\u5024\u3068\u3057\u3066\u62fe\u3044\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u306e\u9805\u76ee\u306b\u4e26\u3079\u76f4\u3057\u3001\u5024\u3054\u3068\u306b\u6839\u62e0\u306e\u6587\u5b57\u5217\u3068\u8aad\u307f\u53d6\u308a\u306e\u72b6\u614b\u3092\u4ed8\u3051\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u9805\u76ee\u306f\u3001\u5efa\u8a2d\u696d\u6cd5\u65bd\u884c\u898f\u5247\u304c\u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u66f8\u306e\u8a18\u8f09\u4e8b\u9805\u3068\u3057\u3066\u5b9a\u3081\u308b\u7bc4\u56f2\u306b\u5408\u308f\u305b\u307e\u3059\u3002\n\n| \u9805\u76ee\u306e\u307e\u3068\u307e\u308a | \u4e2d\u8eab | \u8aad\u307f\u53d6\u308c\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u901a\u77e5\u3059\u308b\u4f1a\u793e | \u5546\u53f7\u30fb\u540d\u79f0\u3001\u4f4f\u6240\u3001\u8a31\u53ef\u756a\u53f7 | \u7a7a\u6b04\u306f `missing` |\n| \u901a\u77e5\u3059\u308b\u4f1a\u793e\u304c\u8acb\u3051\u305f\u5de5\u4e8b | \u5de5\u4e8b\u540d\u79f0\u3001\u6ce8\u6587\u8005\u3001\u6ce8\u6587\u8005\u3068\u306e\u5951\u7d04\u65e5 | \u73fe\u5834\u30b3\u30fc\u30c9\u306e\u5de5\u4e8b\u3068\u98df\u3044\u9055\u3048\u3070 `conflict` |\n| \u518d\u4e0b\u8acb\u8ca0\u4eba | \u5546\u53f7\u30fb\u540d\u79f0\u3001\u4f4f\u6240\u3001\u8a31\u53ef\u756a\u53f7\u3001\u8a31\u53ef\u696d\u7a2e\u3001\u5065\u5eb7\u4fdd\u967a\u7b49\u306e\u52a0\u5165\u72b6\u6cc1 | \u5370\u304c\u7121\u3051\u308c\u3070 `missing`\u3001\u5370\u304c\u4e8c\u3064\u306a\u3089 `ambiguous` |\n| \u518d\u4e0b\u8acb\u8ca0\u4eba\u306e\u5de5\u4e8b | \u5de5\u4e8b\u540d\u79f0\u30fb\u5185\u5bb9\u3001\u5de5\u671f\u3001\u5951\u7d04\u65e5 | \u65e5\u4ed8\u3068\u3057\u3066\u89e3\u91c8\u3067\u304d\u306a\u3051\u308c\u3070 `unreadable` |\n| \u6280\u8853\u8005 | \u4e3b\u4efb\u6280\u8853\u8005\u306e\u6c0f\u540d\u30fb\u8cc7\u683c\u30fb\u5c02\u4efb\u306e\u5225\u3001\u5c02\u9580\u6280\u8853\u8005 | \u8cc7\u683c\u306e\u6b04\u304c\u7a7a\u306a\u3089 `missing` |\n| \u73fe\u5834\u306e\u62c5\u5f53\u8005 | \u73fe\u5834\u4ee3\u7406\u4eba\u3001\u76e3\u7763\u54e1\u3001\u5b89\u5168\u885b\u751f\u8cac\u4efb\u8005 | \u69d8\u5f0f\u306b\u6b04\u304c\u7121\u3051\u308c\u3070 `not_in_form` |\n| \u5916\u56fd\u4eba\u306e\u5f93\u4e8b | \u4e00\u53f7\u7279\u5b9a\u6280\u80fd\u5916\u56fd\u4eba\u30fb\u5916\u56fd\u4eba\u6280\u80fd\u5b9f\u7fd2\u751f\u306e\u5f93\u4e8b\u306e\u6709\u7121 | \u5370\u304c\u7121\u3051\u308c\u3070 `missing` |\n\n**\u53f3\u7aef\u306e\u5217\u306e\u533a\u5225\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002** `missing` \u3068 `not_in_form` \u306f\u4e00\u6b21\u4e0b\u8acb\u306b\u554f\u3044\u5408\u308f\u305b\u308b\u3082\u306e\u3001`unreadable` \u306f\u81ea\u793e\u3067\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3059\u3082\u306e\u3067\u3059\u3002**\u6df7\u305c\u308b\u3068\u3001\u7d19\u304c\u6c5a\u308c\u3066\u3044\u305f\u3060\u3051\u306e\u901a\u77e5\u66f8\u306e\u305f\u3081\u306b\u4e00\u6b21\u4e0b\u8acb\u3078\u96fb\u8a71\u3092\u304b\u3051\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8a31\u53ef\u696d\u7a2e\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u306e\u7d50\u8ad6 | \u8a31\u53ef\u304c\u8981\u3089\u306a\u3044\u5c0f\u3055\u306a\u5de5\u4e8b\u3082\u3042\u308a\u3001\u901a\u77e5\u66f8\u3060\u3051\u3067\u306f\u5224\u65ad\u3067\u304d\u306a\u3044 |\n| \u8a31\u53ef\u756a\u53f7\u306e\u88dc\u5b8c\u30fb\u4fee\u6b63 | \u305d\u308c\u3089\u3057\u3044\u756a\u53f7\u306b\u76f4\u3059\u3068\u3001\u8aad\u307f\u9055\u3044\u304c\u96a0\u308c\u308b |\n| \u540d\u7c3f\u304b\u3089\u306e\u5024\u306e\u88dc\u5145 | \u901a\u77e5\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u4e8b\u5b9f\u3092\u3001\u66f8\u304b\u308c\u3066\u3044\u305f\u3053\u3068\u306b\u3057\u3066\u3057\u307e\u3046 |\n| \u8a31\u53ef\u306e\u671f\u9650\u306e\u8a08\u7b97 | \u65e5\u4ed8\u306e\u8a08\u7b97\u306f\u898f\u5247\u306e\u5074\u3067\u884c\u3046 |\n| \u7a7a\u6b04\u306e\u63a8\u6e2c | \u300c\u5c02\u4efb\u306e\u306f\u305a\u300d\u3068\u57cb\u3081\u308b\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u308b\u3079\u304d\u7a7a\u6b04\u304c\u6d88\u3048\u308b |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u540d\u7c3f\u3092\u6e21\u3059\u3068\u3001\u751f\u6210AI\u306f\u540d\u7c3f\u306e\u8a31\u53ef\u756a\u53f7\u3067\u7a7a\u6b04\u3092\u57cb\u3081\u307e\u3059\u3002**\u540d\u7c3f\u306f\u751f\u6210AI\u306b\u6e21\u3055\u305a\u3001\u7167\u5408\u306f\u898f\u5247\u306e\u6bb5\u3067\u884c\u3044\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u5efa\u8a2d\u4f1a\u793e\u306e\u5de5\u4e8b\u4e8b\u52d9\u3067\u3001\u5354\u529b\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u66f8\u3092\n\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u306e\u9805\u76ee\u306b\u5199\u3059\u4fc2\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u3001\u6307\u5b9a\u306e\u9805\u76ee\u306b\u5024\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5165\u308c\u308b\u9805\u76ee\u3011\n1. \u901a\u77e5\u3059\u308b\u4f1a\u793e\uff1a\u5546\u53f7\u30fb\u540d\u79f0\u3001\u4f4f\u6240\u3001\u8a31\u53ef\u756a\u53f7\n2. \u901a\u77e5\u3059\u308b\u4f1a\u793e\u304c\u8acb\u3051\u305f\u5de5\u4e8b\uff1a\u5de5\u4e8b\u540d\u79f0\u3001\u6ce8\u6587\u8005\u3001\u6ce8\u6587\u8005\u3068\u306e\u5951\u7d04\u65e5\n3. \u518d\u4e0b\u8acb\u8ca0\u4eba\uff1a\u5546\u53f7\u30fb\u540d\u79f0\u3001\u4f4f\u6240\u3001\u8a31\u53ef\u756a\u53f7\u3001\u8a31\u53ef\u696d\u7a2e\u3001\n   \u5927\u81e3\u30fb\u77e5\u4e8b\u306e\u5225\u3001\u7279\u5b9a\u30fb\u4e00\u822c\u306e\u5225\u3001\u8a31\u53ef\uff08\u66f4\u65b0\uff09\u5e74\u6708\u65e5\u3001\n   \u5065\u5eb7\u4fdd\u967a\u30fb\u539a\u751f\u5e74\u91d1\u4fdd\u967a\u30fb\u96c7\u7528\u4fdd\u967a\u306e\u52a0\u5165\u72b6\u6cc1\n4. \u518d\u4e0b\u8acb\u8ca0\u4eba\u306e\u5de5\u4e8b\uff1a\u5de5\u4e8b\u540d\u79f0\u30fb\u62c5\u5f53\u5de5\u4e8b\u5185\u5bb9\u3001\u5de5\u671f\uff08\u81ea\u30fb\u81f3\uff09\u3001\u5951\u7d04\u65e5\n5. \u6280\u8853\u8005\uff1a\u4e3b\u4efb\u6280\u8853\u8005\u306e\u6c0f\u540d\u30fb\u8cc7\u683c\u5185\u5bb9\u30fb\u5c02\u4efb\u304b\u975e\u5c02\u4efb\u304b\u3001\u5c02\u9580\u6280\u8853\u8005\n6. \u73fe\u5834\u306e\u62c5\u5f53\u8005\uff1a\u73fe\u5834\u4ee3\u7406\u4eba\u3001\u76e3\u7763\u54e1\u3001\u5b89\u5168\u885b\u751f\u8cac\u4efb\u8005\n7. \u5916\u56fd\u4eba\u306e\u5f93\u4e8b\uff1a\u4e00\u53f7\u7279\u5b9a\u6280\u80fd\u5916\u56fd\u4eba\u3001\u5916\u56fd\u4eba\u6280\u80fd\u5b9f\u7fd2\u751f\u306e\u5f93\u4e8b\u306e\u6709\u7121\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ........... \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u9805\u76ee\u3068\u3057\u3066\u89e3\u91c8\u3067\u304d\u308b\n- missing ...... \u6b04\u306f\u3042\u308b\u304c\u5024\u304c\u7121\u3044\u3002\u5370\u3092\u4ed8\u3051\u308b\u6b04\u3067\u3001\u3069\u308c\u306b\u3082\u5370\u304c\u7121\u3044\n- not_in_form .. \u3053\u306e\u69d8\u5f0f\u306b\u305d\u306e\u6b04\u304c\u305d\u3082\u305d\u3082\u7121\u3044\n- unreadable ... \u6587\u5b57\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c\u3001\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous .... \u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3002\u5370\u3092\u4ed8\u3051\u308b\u6b04\u3067\u3001\u4e8c\u3064\u4ee5\u4e0a\u306b\u5370\u304c\u3042\u308b\n\u8ff7\u3063\u305f\u3068\u304d\u306b ok \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u3092\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8a18\u8f09\u304c\u306a\u3051\u308c\u3070\n  value \u3092\u7a7a\u306b\u3057\u3001status \u3092 missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u300c\u8a31\u53ef\u756a\u53f7\u300d\u3068\u3044\u3046\u9805\u76ee\u540d\u304c\u3042\u3063\u3066\u3082\u3001\u5024\u304c\u7a7a\u306a\u3089 missing \u3067\u3059\u3002\n- \u8a31\u53ef\u756a\u53f7\u30fb\u65e5\u4ed8\u306f\u3001\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e value \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6841\u3092\u88dc\u3046\u3001\u548c\u66a6\u3068\u897f\u66a6\u3092\u76f4\u3059\u3001\u305d\u308c\u3089\u3057\u3044\u756a\u53f7\u306b\u3059\u308b\u3053\u3068\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5370\u3092\u4ed8\u3051\u308b\u6b04\u306f\u3001selection_marks \u306e state \u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6587\u5b57\u306e\u4e26\u3073\u304b\u3089\u3001\u3069\u3061\u3089\u306b\u5370\u304c\u3042\u308b\u304b\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4e0b\u8acb\u5951\u7d04\u306e\u66f8\u9762\u306e\u5199\u3057\u306e\u30da\u30fc\u30b8\u306b\u66f8\u304b\u308c\u305f\u5024\u306f\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a31\u53ef\u696d\u7a2e\u304c\u62c5\u5f53\u5de5\u4e8b\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3001\u8a31\u53ef\u304c\u6709\u52b9\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u518d\u4e0b\u8acb\u8ca0\u4eba\u304c\u8907\u6570\u793e\u3042\u308b\u5834\u5408\u306f\u3001\u4f1a\u793e\u3054\u3068\u306b subcontractors \u306e\u8981\u7d20\u3092\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u73fe\u5834\u30b3\u30fc\u30c9\u3011{site_code}\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08Markdown\uff09\u3011{layout_markdown}\n\u3010\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3011{key_value_pairs}\n\u3010\u9078\u629e\u30de\u30fc\u30af\u3011{selection_marks}\n```\n\n**\u300c\u5370\u3092\u4ed8\u3051\u308b\u6b04\u306f state \u3060\u3051\u3092\u6839\u62e0\u306b\u3059\u308b\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u6587\u5b57\u304b\u3089\u63a8\u6e2c\u3057\u307e\u3059\u3002** \u4f5c\u6210\u4f8b\u306e\u69d8\u5f0f\u3067\u306f\u300c\u5c02\u3000\u4efb\u3000\u975e\u5c02\u4efb\u300d\u306e\u3088\u3046\u306b\u9078\u629e\u80a2\u304c\u4e26\u3093\u3067\u5370\u5237\u3055\u308c\u3066\u304a\u308a\u3001\u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070**\u5148\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u300c\u5c02\u4efb\u300d\u3092\u5024\u3068\u3057\u3066\u62fe\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n**\u300c\u548c\u66a6\u3068\u897f\u66a6\u3092\u76f4\u3055\u306a\u3044\u300d\u306e\u306f\u3001\u76f4\u3057\u305f\u5024\u3067\u306f\u4eba\u304c\u901a\u77e5\u66f8\u3068\u898b\u6bd4\u3079\u308b\u3068\u304d\u306b\u63a2\u305b\u306a\u304f\u306a\u308b\u304b\u3089\u3067\u3059\u3002** \u63db\u7b97\u306f\u898f\u5247\u306e\u6bb5\u3067\u884c\u3044\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Azure OpenAI \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u8fd4\u3055\u305b\u307e\u3059\u3002**\n\n```json\n{\n  \"notice_id\": \"\",\n  \"site_code\": \"\",\n  \"notifier\": {\n    \"name\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n    \"permit_no\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" }\n  },\n  \"subcontractors\": [\n    {\n      \"name\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"permit_no\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"permit_trade\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"permit_date\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"work_content\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"period_from\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"period_to\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"chief_engineer\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"full_time\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"health_insurance\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" },\n      \"foreign_workers\": { \"value\": \"\", \"status\": \"ok\", \"evidence\": \"\" }\n    }\n  ]\n}\n```\n\n`status` \u306f5\u3064\u306e\u5024\u306e\u5217\u6319\u306b\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u9805\u76ee\u306e\u4e00\u90e8\u3092\u629c\u304d\u51fa\u3057\u3066\u3044\u307e\u3059\u3002\n\n**\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f\u3001\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3057\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b `additionalProperties: false` \u3092\u4ed8\u3051\u307e\u3059\u3002** \u5024\u304c\u7121\u3044\u9805\u76ee\u3082\u7701\u7565\u3055\u305b\u305a\u3001**\u7a7a\u306e\u5024\u3068 `missing` \u3092\u5fc5\u305a\u8fd4\u3055\u305b\u307e\u3059\u3002** `pattern` \u306e\u3088\u3046\u306a\u5236\u7d04\u306f\u4f7f\u3048\u306a\u3044\u305f\u3081\u3001**\u8a31\u53ef\u756a\u53f7\u306e\u6841\u6570\u3084\u65e5\u4ed8\u306e\u5f62\u306e\u691c\u67fb\u306f\u898f\u5247\u306e\u6bb5\u3067\u884c\u3044\u307e\u3059\u3002**\n\n**\u898f\u5247\u306e\u6bb5\u3067\u306f\u3001\u6b21\u306e\u8868\u3067 `verdict` \u3092\u6c7a\u3081\u307e\u3059\u3002**\n\n| \u7167\u3089\u3059\u5185\u5bb9 | \u7d50\u679c |\n|:--|:--|\n| \u5fc5\u9808\u9805\u76ee\u306e\u3069\u308c\u304b\u304c `missing` | `needs_inquiry`\uff08\u4e00\u6b21\u4e0b\u8acb\u3078\u554f\u3044\u5408\u308f\u305b\uff09 |\n| \u3069\u308c\u304b\u304c `unreadable` \uff0f `ambiguous`\u3001\u307e\u305f\u306f\u8a31\u53ef\u756a\u53f7\u30fb\u65e5\u4ed8\u306e\u5358\u8a9e\u306e\u4fe1\u983c\u5ea6\u304c\u4f4e\u3044 | `needs_human` |\n| \u62c5\u5f53\u5de5\u4e8b\u5185\u5bb9\u304c\u5bfe\u5fdc\u8868\u306e\u3069\u306e\u696d\u7a2e\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\u3001\u307e\u305f\u306f\u8a31\u53ef\u696d\u7a2e\u3068\u98df\u3044\u9055\u3046 | `needs_human`\uff08\u6cd5\u52d9\u306e\u62c5\u5f53\u304c\u898b\u308b\uff09 |\n| \u8a31\u53ef\uff08\u66f4\u65b0\uff09\u5e74\u6708\u65e5\u304b\u30895\u5e74\u306e\u65e5\u304c\u3001\u5de5\u671f\u306e\u7d42\u308f\u308a\u3088\u308a\u524d | `needs_human`\uff08\u66f4\u65b0\u306e\u72b6\u6cc1\u3092\u78ba\u304b\u3081\u308b\uff09 |\n| \u8a31\u53ef\u756a\u53f7\u304c\u5354\u529b\u4f1a\u793e\u306e\u540d\u7c3f\u306e\u756a\u53f7\u3068\u9055\u3046 | `needs_human` |\n| \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 | `ok` |\n\n**AI\u306e\u51fa\u529b\u3068\u898f\u5247\u306e\u5224\u5b9a\u3092\u5225\u306e\u5c64\u306b\u7f6e\u304f\u306e\u304c\u8981\u70b9\u3067\u3059\u3002** \u57fa\u6e96\u3092\u5909\u3048\u3066\u3082\u3001**\u76f4\u3059\u306e\u306f\u898f\u5247\u3060\u3051\u3067\u3001\u904e\u53bb\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u3089\u5224\u5b9a\u3092\u3084\u308a\u76f4\u305b\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Azure Blob Storage\uff09 | \u4fdd\u5b58\u3092\u8d77\u70b9\u306b Azure Functions \u3092\u52d5\u304b\u3059 | \u65b0\u3057\u3044\u901a\u77e5\u66f8\u3092\u691c\u77e5\u3059\u308b |\n| Azure AI Document Intelligence | API\u547c\u3073\u51fa\u3057 | \u6587\u5b57\u30fb\u8868\u30fb\u30ad\u30fc\u3068\u5024\u306e\u7d44\u30fb\u9078\u629e\u30de\u30fc\u30af\u30fb\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059 |\n| Azure OpenAI | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u306e\u9805\u76ee\u3078\u306e\u4e26\u3079\u76f4\u3057 |\n| \u5354\u529b\u4f1a\u793e\u306e\u540d\u7c3f | \u8aad\u307f\u53d6\u308a\u306e\u307f | \u8a31\u53ef\u756a\u53f7\u30fb\u8a31\u53ef\u696d\u7a2e\u30fb\u66f4\u65b0\u65e5\u3092\u5f15\u304f |\n| \u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u30fb\u65bd\u5de5\u4f53\u7cfb\u56f3 | \u4eba\u304c\u78ba\u304b\u3081\u305f\u5f8c\u306b\u66f8\u304d\u8fbc\u3080 | \u78ba\u5b9a\u3057\u305f\u5024\u3060\u3051\u3092\u53cd\u6620\u3059\u308b |\n\n**\u540d\u7c3f\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u901a\u77e5\u66f8\u3067\u521d\u3081\u3066\u51fa\u3066\u304d\u305f\u4e8c\u6b21\u4e0b\u8acb\u306e\u4f1a\u793e\u3082\u3001**\u540d\u7c3f\u306b\u8f09\u305b\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u8a31\u53ef\u901a\u77e5\u66f8\u306e\u5199\u3057\u3092\u78ba\u304b\u3081\u305f\u4eba\u304c\u6c7a\u3081\u307e\u3059\u3002** \u81ea\u52d5\u3067\u8f09\u305b\u308b\u3068\u3001\u8aad\u307f\u9055\u3048\u305f\u8a31\u53ef\u756a\u53f7\u304c\u540d\u7c3f\u306e\u6b63\u3057\u3044\u5024\u3068\u3057\u3066\u6b8b\u308a\u3001\u4ee5\u5f8c\u306e\u7167\u5408\u306e\u76f8\u624b\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u958b\u304f\u306e\u306f `needs_inquiry` \u3068 `needs_human` \u306e\u3082\u306e\u3060\u3051\u3067\u3059\u3002** `ok` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u4f1a\u793e\u540d\u30fb\u62c5\u5f53\u5de5\u4e8b\u30fb\u5de5\u671f\u3092\u6d41\u3057\u898b\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002\u5168\u4ef6\u3092\u958b\u304f\u3068\u3001\u7b2c10\u7ae0\u306e24.0\u6642\u9593\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`needs_human` \u306e\u8a31\u53ef\u696d\u7a2e\u306e\u98df\u3044\u9055\u3044\u3092\u5148\u306b\u898b\u308b** \u2026 \u6cd5\u52d9\u306e\u62c5\u5f53\u304c\u3001\u5bfe\u5fdc\u8868\u306e\u4e0d\u8db3\u306a\u306e\u304b\u3001\u8a31\u53ef\u306e\u7bc4\u56f2\u306e\u554f\u984c\u306a\u306e\u304b\u3092\u5206\u3051\u307e\u3059\u3002**\u8a31\u53ef\u304c\u8981\u3089\u306a\u3044\u5c0f\u3055\u306a\u5de5\u4e8b\u304b\u3069\u3046\u304b\u306f\u3001\u4e00\u6b21\u4e0b\u8acb\u306b\u8acb\u8ca0\u4ee3\u91d1\u306e\u898f\u6a21\u3092\u78ba\u304b\u3081\u306a\u3044\u3068\u5206\u304b\u308a\u307e\u305b\u3093**\n2. **\u8a31\u53ef\u306e\u671f\u9650\u304c\u5de5\u671f\u4e2d\u306b\u6765\u308b\u3082\u306e\u3092\u78ba\u304b\u3081\u308b** \u2026 **\u66f4\u65b0\u5f8c\u306e\u8a31\u53ef\u901a\u77e5\u66f8\u306e\u5199\u3057\u3092\u3082\u3089\u3044\u307e\u3059**\n3. **`unreadable` \u3068\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u756a\u53f7\u3092\u5143\u306e\u901a\u77e5\u66f8\u3067\u898b\u308b** \u2026 \u591a\u304f\u306f\u30b9\u30ad\u30e3\u30f3\u306e\u3057\u76f4\u3057\u3067\u89e3\u6c7a\u3057\u307e\u3059\n4. **`needs_inquiry` \u306e\u554f\u3044\u5408\u308f\u305b\u6587\u3092\u76f4\u3057\u3066\u9001\u308b** \u2026 \u9001\u4fe1\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\n5. **\u5224\u5b9a\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u3061\u3089\u306b\u5909\u3048\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**1\u756a\u76ee\u306e\u7d50\u679c\u3092\u300c\u9055\u53cd\u306e\u7591\u3044\u300d\u3068\u3057\u3066\u6271\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8a00\u3048\u308b\u306e\u306f\u3001**\u5bfe\u5fdc\u8868\u3068\u901a\u77e5\u66f8\u306e\u8a00\u8449\u304c\u3064\u306a\u304c\u3089\u306a\u304b\u3063\u305f**\u3068\u3044\u3046\u3053\u3068\u3060\u3051\u3067\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u69d8\u5f0f\u304c\u4f5c\u6210\u4f8b\u3068\u5927\u304d\u304f\u9055\u3046 | \u30ad\u30fc\u3068\u5024\u306e\u7d44\u3067\u62fe\u3048\u308b\u7bc4\u56f2\u3092\u4f7f\u3044\u3001\u62fe\u3048\u306a\u3044\u9805\u76ee\u306f `not_in_form`\u3002**\u540c\u3058\u5354\u529b\u4f1a\u793e\u304b\u3089\u7d9a\u304f\u306a\u3089\u3001\u4f5c\u6210\u4f8b\u306e\u69d8\u5f0f\u3092\u6848\u5185\u3059\u308b** |\n| \u5370\u304c\u624b\u66f8\u304d\u306e\u4e38\u3067\u4ed8\u3051\u3089\u308c\u3066\u3044\u308b | \u9078\u629e\u30de\u30fc\u30af\u3068\u3057\u3066\u691c\u51fa\u3055\u308c\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u3002**\u9078\u629e\u306e\u6b04\u304c `missing` \u306b\u306a\u3063\u305f\u3089\u3001\u5143\u306e\u753b\u50cf\u3067\u4e38\u3092\u78ba\u304b\u3081\u308b** |\n| \u518d\u4e0b\u8acb\u8ca0\u4eba\u304c\u8907\u6570\u793e\u4e26\u3076 | \u4f1a\u793e\u3054\u3068\u306b\u8981\u7d20\u3092\u5206\u3051\u308b\u3002**\u30da\u30fc\u30b8\u306e\u7d99\u304e\u76ee\u3067\u4f1a\u793e\u304c\u5206\u304b\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b** |\n| \u4e0b\u8acb\u5951\u7d04\u306e\u66f8\u9762\u306e\u5199\u3057\u304c\u6df7\u3056\u308b | \u30da\u30fc\u30b8\u3067\u5207\u308a\u5206\u3051\u3001\u5951\u7d04\u66f8\u9762\u306f\u8aad\u307f\u53d6\u308a\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3059 |\n| \u5909\u66f4\u306e\u5c4a\u3051\uff08\u6280\u8853\u8005\u306e\u4ea4\u4ee3\u30fb\u5de5\u671f\u306e\u5ef6\u9577\uff09 | \u524d\u56de\u306e\u5c4a\u3051\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u5909\u308f\u3063\u305f\u9805\u76ee\u3060\u3051\u3092\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u51fa\u3059 |\n| \u8aad\u307f\u53d6\u308a\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3059\u308b | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u4e00\u89a7\u306b\u8f09\u305b\u7d42\u3048\u305f\u3068\u304d\u3060\u3051 |\n| \u8a31\u53ef\u696d\u7a2e\u306e\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u5de5\u4e8b\u5185\u5bb9 | `needs_human`\u3002**\u6cd5\u52d9\u306e\u62c5\u5f53\u304c\u696d\u7a2e\u3092\u5272\u308a\u5f53\u3066\u3001\u5bfe\u5fdc\u8868\u306b\u8db3\u3059** |\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u904b\u7528\u304c\u80b2\u3064\u304b\u3069\u3046\u304b\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u5bfe\u5fdc\u8868\u306b\u8db3\u3059\u305f\u3073\u306b\u3001\u540c\u3058\u8a00\u8449\u306e\u901a\u77e5\u66f8\u306f\u6b21\u304b\u3089 `ok` \u3067\u6d41\u308c\u307e\u3059\u3002**`needs_human` \u304c\u6e1b\u3089\u306a\u3044\u306a\u3089\u3001\u5bfe\u5fdc\u8868\u306e\u8a00\u8449\u306e\u7c92\u5ea6\u304c\u7d30\u304b\u3059\u304e\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u901a\u77e5\u66f8\u30d5\u30a1\u30a4\u30eb\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u7d4c\u8def\u30fb\u73fe\u5834\u30b3\u30fc\u30c9\n- \u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08\u6587\u5b57\u3001\u8868\u3001\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3001\u9078\u629e\u30de\u30fc\u30af\u3001\u4fe1\u983c\u5ea6\uff09\n- \u751f\u6210AI\u304c\u8fd4\u3057\u305f\u9805\u76ee\u306e\u5024\u3068 `status`\u30fb`evidence`\n- \u898f\u5247\u3067\u7167\u3089\u3057\u305f\u7d50\u679c\u3068 `verdict`\u3001**\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u5bfe\u5fdc\u8868\u3068\u540d\u7c3f\u306e\u7248**\n- **\u4eba\u304c\u5024\u3084\u5224\u5b9a\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u3061\u3089\u306b\u5909\u3048\u305f\u304b\n- \u554f\u3044\u5408\u308f\u305b\u3092\u9001\u3063\u305f\u65e5\u6642\u3068\u3001\u8fd4\u3063\u3066\u304d\u305f\u56de\u7b54\u30fb\u5dee\u3057\u66ff\u3048\u306e\u901a\u77e5\u66f8\u3068\u306e\u5bfe\u5fdc\n- \u53f0\u5e33\u3078\u78ba\u5b9a\u3057\u305f\u5024\u3068\u3001\u78ba\u5b9a\u3057\u305f\u4eba\u30fb\u65e5\u6642\n\n**4\u756a\u76ee\u3067\u300c\u305d\u306e\u3068\u304d\u306e\u5bfe\u5fdc\u8868\u306e\u7248\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u5bfe\u5fdc\u8868\u304c\u80b2\u3063\u3066\u3044\u304f\u305f\u3081\u3067\u3059\u3002** \u534a\u5e74\u524d\u306b `ok` \u3067\u6d41\u308c\u305f\u901a\u77e5\u66f8\u304c\u3001\u3044\u307e\u306e\u5bfe\u5fdc\u8868\u3067\u306f `needs_human` \u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u5f53\u6642\u306e\u57fa\u6e96\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u904e\u53bb\u306e\u53f0\u5e33\u3092\u898b\u76f4\u3059\u7bc4\u56f2\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002**","minimal_setup":"1. \u904e\u53bb3\u304b\u6708\u306e\u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u66f8\u304b\u308920\u4ef6\u3092\u9078\u3076\uff08**\u4f5c\u6210\u4f8b\u306e\u69d8\u5f0f\u3068\u72ec\u81ea\u306e\u69d8\u5f0f\u3092\u534a\u3005\u3001\u624b\u66f8\u304d\u306e\u3082\u306e\u3092\u6570\u4ef6\u5165\u308c\u308b**\uff09\n2. \u305d\u306e20\u4ef6\u3092\u5f53\u6642\u3069\u3046\u53f0\u5e33\u306b\u5199\u3057\u305f\u304b\u3092\u3001\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u304b\u3089\u66f8\u304d\u51fa\u3057\u3066\u304a\u304f\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b\u3001\u901a\u77e5\u66f8\u306ePDF\u30921\u4ef6\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u3053\u306e\u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u66f8\u304b\u3089\u3001\u518d\u4e0b\u8acb\u8ca0\u4eba\u306e\u4f1a\u793e\u540d\u3001\u8a31\u53ef\u756a\u53f7\u3001\u8a31\u53ef\u696d\u7a2e\u3001\u8a31\u53ef\uff08\u66f4\u65b0\uff09\u5e74\u6708\u65e5\u3001\u62c5\u5f53\u5de5\u4e8b\u5185\u5bb9\u3001\u5de5\u671f\u3001\u4e3b\u4efb\u6280\u8853\u8005\u306e\u6c0f\u540d\u3068\u5c02\u4efb\u306e\u5225\u3001\u5065\u5eb7\u4fdd\u967a\u7b49\u306e\u52a0\u5165\u72b6\u6cc1\u3092\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u6b04\u306f\u7a7a\u6b04\u306b\u3057\u3001\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5370\u304c\u4ed8\u3044\u3066\u3044\u308b\u9078\u629e\u80a2\u3060\u3051\u3092\u5024\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u8868\u3092\u3001\u5f53\u6642\u306e\u53f0\u5e33\u30681\u9805\u76ee\u305a\u3064\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**\u7d44\u3080\u524d\u306b\u3001\u81ea\u793e\u306b\u5c4a\u304f\u69d8\u5f0f\u3067\u9078\u629e\u306e\u6b04\u304c\u8aad\u3081\u308b\u306e\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u53f0\u5e33\u3068\u540c\u3058\u5024\u304c\u51fa\u305f | **OCR\u306e\u6bb5\u3092\u7d44\u3080\u69cb\u6210\u306b\u9032\u3080** |\n| \u5370\u306e\u7121\u3044\u9078\u629e\u80a2\u3092\u5024\u306b\u3057\u305f | OCR\u306e\u9078\u629e\u30de\u30fc\u30af\u3092\u4f7f\u3048\u3070\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u624b\u66f8\u304d\u306e\u4e38\u304c\u8aad\u3081\u305a\u3001\u9078\u629e\u306e\u6b04\u304c\u7a7a\u306b\u306a\u308b | \u69d8\u5f0f\u306e\u5074\u306e\u554f\u984c\u3002**\u4f5c\u6210\u4f8b\u306e\u69d8\u5f0f\u3078\u306e\u5207\u308a\u66ff\u3048\u3092\u5354\u529b\u4f1a\u793e\u306b\u983c\u3080** |\n\n**3\u884c\u76ee\u306f\u5931\u6557\u3067\u306f\u306a\u304f\u3001\u3069\u306e\u5354\u529b\u4f1a\u793e\u306e\u901a\u77e5\u66f8\u306b\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3044\u305f\u306e\u304b\u304c\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**","minimal_setup_short":"\u901a\u77e5\u66f8\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u53f0\u5e33\u306e\u9805\u76ee\u306e\u8868\u3092\u4f5c\u3089\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u8aad\u307f\u53d6\u308a\u3068\u8868\u3065\u304f\u308a","semi_auto_setup":"\u4e0a\u8a18\uff0bOCR\u306eAPI\u3068\u69cb\u9020\u5316\u51fa\u529b\u3067\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3001\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3068\u9805\u76ee\u3078\u306e\u4e26\u3079\u76f4\u3057\u3001\u7a7a\u6b04\u306e\u691c\u51fa","full_setup":"\u4e0a\u8a18\uff0b\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3092\u8d77\u70b9\u306b\u81ea\u52d5\u3067\u52d5\u304b\u3057\u3001\u5bfe\u5fdc\u8868\u30fb\u540d\u7c3f\u30fb\u8a31\u53ef\u306e\u671f\u9650\u3067\u7167\u3089\u3057\u3001\u554f\u3044\u5408\u308f\u305b\u6587\u306e\u4e0b\u66f8\u304d\u307e\u3067\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u304b\u3089\u7167\u5408\u3001\u554f\u3044\u5408\u308f\u305b\u5148\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\u3001\u6708240\u4ef6\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002**\u8aad\u3081\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u304b\u3081\u308b\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef625\u5206\u304c12\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u8ee2\u8a18\u306f\u307b\u307c\u7121\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u8a31\u53ef\u696d\u7a2e\u30fb\u671f\u9650\u30fb\u540d\u7c3f\u3068\u306e\u7167\u5408\u306f\u4eba\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30676\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**\u7167\u5408\u304c\u5bfe\u5fdc\u8868\u3068\u898f\u5247\u306b\u79fb\u308a\u3001\u4eba\u304c\u898b\u308b\u306e\u304c\u5f15\u3063\u304b\u304b\u3063\u305f\u3082\u306e\u3060\u3051\u306b\u306a\u308b\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\u30922\u304b\u6708\u898b\u308b\u3068\u3001\u5bfe\u5fdc\u8868\u306b\u8db3\u3059\u3079\u304d\u8a00\u8449\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**\u5bfe\u5fdc\u8868\u3092\u80b2\u3066\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u3080\u307b\u3046\u304c\u3001`needs_human` \u306b\u57cb\u3082\u308c\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5370\u306e\u7121\u3044\u9078\u629e\u80a2\u3092\u5024\u306b\u3059\u308b | **\u9078\u629e\u30de\u30fc\u30af\u306e `state` \u3060\u3051\u3092\u6839\u62e0\u306b\u3059\u308b**\u3068\u6307\u793a\u3057\u3001\u6587\u5b57\u304b\u3089\u306e\u63a8\u6e2c\u3092\u7981\u3058\u308b |\n| \u624b\u66f8\u304d\u306e\u4e38\u304c\u9078\u629e\u30de\u30fc\u30af\u306b\u306a\u3089\u306a\u3044 | \u9078\u629e\u306e\u6b04\u304c `missing` \u306b\u306a\u3063\u305f\u3089\u5143\u306e\u753b\u50cf\u3092\u898b\u308b\u3002**\u4f5c\u6210\u4f8b\u306e\u69d8\u5f0f\u3078\u306e\u5207\u308a\u66ff\u3048\u3092\u983c\u3080** |\n| \u540d\u7c3f\u306e\u8a31\u53ef\u756a\u53f7\u3067\u7a7a\u6b04\u3092\u57cb\u3081\u308b | **\u540d\u7c3f\u3092\u751f\u6210AI\u306b\u6e21\u3055\u306a\u3044\u3002** \u7167\u5408\u306f\u898f\u5247\u306e\u6bb5\u3067\u884c\u3046 |\n| \u5951\u7d04\u66f8\u9762\u306e\u5199\u3057\u306e\u5024\u3092\u62fe\u3046 | \u30da\u30fc\u30b8\u3067\u5207\u308a\u5206\u3051\u3001\u5951\u7d04\u66f8\u9762\u306f\u8aad\u307f\u53d6\u308a\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3059 |\n| \u8a31\u53ef\u756a\u53f7\u306e\u4e00\u6841\u306e\u8aad\u307f\u9055\u3044 | \u5358\u8a9e\u306e\u4fe1\u983c\u5ea6\u3092\u6301\u3061\u56de\u3057\u3001\u4f4e\u3044\u3082\u306e\u306f `needs_human` \u306b\u3059\u308b |\n| \u7167\u5408\u306e\u7d50\u679c\u3092\u9055\u53cd\u3068\u3057\u3066\u6271\u3046 | **\u8a31\u53ef\u304c\u8981\u3089\u306a\u3044\u5c0f\u3055\u306a\u5de5\u4e8b\u3082\u3042\u308b\u3002** \u7d50\u8ad6\u306f\u4eba\u304c\u51fa\u3059 |\n| \u8a31\u53ef\u306e\u671f\u9650\u3092\u6570\u3048\u9593\u9055\u3048\u308b | \u6709\u52b9\u671f\u9593\u306f5\u5e74\u3002**\u65e5\u4ed8\u306e\u8a08\u7b97\u306f\u898f\u5247\u3067\u884c\u3044\u3001\u751f\u6210AI\u306b\u3055\u305b\u306a\u3044** |\n| \u73fe\u5834\u3092\u53d6\u308a\u9055\u3048\u308b | \u73fe\u5834\u30b3\u30fc\u30c9\u3092\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u4ed8\u3051\u3001**\u5de5\u4e8b\u540d\u79f0\u304b\u3089\u63a8\u5b9a\u3057\u306a\u3044** |\n| \u53f0\u5e33\u3078\u81ea\u52d5\u3067\u66f8\u304d\u8fbc\u3080 | **\u4eba\u304c\u78ba\u5b9a\u3057\u305f\u3082\u306e\u3060\u3051\u3092\u66f8\u304d\u8fbc\u3080** |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u300c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u3092\u3069\u3053\u304b\u304b\u3089\u6301\u3063\u3066\u304d\u3066\u57cb\u3081\u308b\u300d\u5f62\u3067\u3001**\u554f\u3044\u5408\u308f\u305b\u308b\u3079\u304d\u7a7a\u6b04\u304c\u6d88\u3048\u308b\u3053\u3068\u304c\u554f\u984c\u3067\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5354\u529b\u4f1a\u793e\u306e\u5546\u53f7\u30fb\u4f4f\u6240\u30fb\u8a31\u53ef\u756a\u53f7\u3001\u6280\u8853\u8005\u306e\u6c0f\u540d\u3068\u8cc7\u683c\u3001\u793e\u4f1a\u4fdd\u967a\u306e\u52a0\u5165\u72b6\u6cc1\u3001\u5916\u56fd\u4eba\u306e\u5f93\u4e8b\u306e\u6709\u7121\u3002**\u6dfb\u4ed8\u3055\u308c\u308b\u4e0b\u8acb\u5951\u7d04\u306e\u66f8\u9762\u306e\u5199\u3057\u306b\u306f\u3001\u516c\u5171\u5de5\u4e8b\u3067\u306f\u8acb\u8ca0\u4ee3\u91d1\u306e\u984d\u3082\u542b\u307e\u308c\u307e\u3059\u3002**\n\n1. **\u5951\u7d04\u66f8\u9762\u306e\u5199\u3057\u3092\u5916\u90e8\u3078\u6e21\u3055\u306a\u3044** \u2026 \u8aad\u307f\u53d6\u308a\u306e\u5bfe\u8c61\u306f\u901a\u77e5\u66f8\u306e\u672c\u4f53\u3060\u3051\u306b\u3057\u3001**\u5951\u7d04\u66f8\u9762\u306e\u30da\u30fc\u30b8\u306f\u5207\u308a\u5206\u3051\u3066\u4fdd\u7ba1\u3060\u3051\u306b\u3057\u307e\u3059\u3002** \u91d1\u984d\u306e\u60c5\u5831\u3092\u751f\u6210AI\u306b\u6e21\u3059\u7406\u7531\u304c\u3042\u308a\u307e\u305b\u3093\n2. **\u500b\u4eba\u306e\u60c5\u5831\u3092\u9805\u76ee\u306b\u5fc5\u8981\u306a\u7bc4\u56f2\u306b\u9650\u308b** \u2026 \u6280\u8853\u8005\u306e\u6c0f\u540d\u3068\u8cc7\u683c\u306f\u53f0\u5e33\u306b\u8981\u308b\u60c5\u5831\u3067\u3059\u304c\u3001**\u8cc7\u683c\u8005\u8a3c\u306e\u5199\u3057\u306a\u3069\u306e\u6dfb\u4ed8\u304c\u3042\u308c\u3070\u3001\u8aad\u307f\u53d6\u308a\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059**\n3. **\u7167\u5408\u306e\u7d50\u679c\u3092\u5354\u529b\u4f1a\u793e\u306e\u8a55\u4fa1\u306b\u4f7f\u308f\u306a\u3044** \u2026 `needs_human` \u304c\u591a\u3044\u4f1a\u793e\u306f\u3001\u69d8\u5f0f\u304c\u9055\u3046\u304b\u624b\u66f8\u304d\u304c\u591a\u3044\u3060\u3051\u306e\u3053\u3068\u304c\u307b\u3068\u3093\u3069\u3067\u3059\u3002**\u53d6\u5f15\u306e\u5224\u65ad\u306b\u6d41\u7528\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044**\n4. **\u8a31\u53ef\u306b\u95a2\u308f\u308b\u5224\u65ad\u3092\u4ee3\u66ff\u3057\u306a\u3044** \u2026 \u8a31\u53ef\u696d\u7a2e\u304c\u5de5\u4e8b\u5185\u5bb9\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3001\u8a31\u53ef\u304c\u8981\u308b\u5de5\u4e8b\u304b\u3069\u3046\u304b\u306f\u3001**\u6cd5\u52d9\u306e\u62c5\u5f53\u3068\u3001\u5fc5\u8981\u306a\u3089\u8a31\u53ef\u884c\u653f\u5e81\u306b\u78ba\u304b\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u7167\u5408\u3067\u304d\u305f\u304b\u3069\u3046\u304b\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3067\u3059\n5. **\u539f\u672c\u306e\u4fdd\u5b58\u306e\u65b9\u6cd5\u3092\u5148\u306b\u6c7a\u3081\u308b** \u2026 \u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u3068\u6dfb\u4ed8\u66f8\u985e\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306e\u8a18\u9332\u3067\u4ee3\u3048\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u7d19\u30fbPDF\u30fb\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u3069\u308c\u3092\u539f\u672c\u3068\u3059\u308b\u304b\u3092\u3001\u904b\u7528\u306e\u524d\u306b\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8aad\u307f\u9055\u3048\u305f\u5024\u304c\u53f0\u5e33\u306b\u8f09\u308b\u3053\u3068\u3068\u3001\u554f\u984c\u306e\u3042\u308b\u518d\u4e0b\u8acb\u3092\u898b\u843d\u3068\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u4eba\u306e\u78ba\u5b9a\u3067\u3001\u5f8c\u8005\u306f\u300c\u7167\u5408\u3067\u304d\u306a\u304b\u3063\u305f\u3082\u306e\u300d\u3092\u5fc5\u305a\u4eba\u306b\u56de\u3059\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u3092\u4f5c\u6210\u3059\u308b\u73fe\u5834\u3092\u5e38\u6642\u3044\u304f\u3064\u3082\u62b1\u3048\u3001\u4e00\u6b21\u30fb\u4e8c\u6b21\u306e\u5354\u529b\u4f1a\u793e\u304b\u3089\u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u66f8\u3092\u6708\u306b\u6570\u767e\u4ef6\u53d7\u3051\u53d6\u308b\u7dcf\u5408\u5efa\u8a2d\u4f1a\u793e\u3084\u8a2d\u5099\u5de5\u4e8b\u306e\u5143\u8acb\u3002\u901a\u77e5\u66f8\u304c\u56fd\u571f\u4ea4\u901a\u7701\u306e\u4f5c\u6210\u4f8b\u3069\u304a\u308a\u306e\u69d8\u5f0f\u3068\u3001\u5354\u529b\u4f1a\u793e\u3054\u3068\u306e\u72ec\u81ea\u306e\u69d8\u5f0f\u3067\u6df7\u5728\u3057\u3066\u7d19\u3084PDF\u3067\u5c4a\u304d\u3001\u5de5\u4e8b\u4e8b\u52d9\u306e\u62c5\u5f53\u8005\u304c\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u3068\u65bd\u5de5\u4f53\u7cfb\u56f3\u3078\u624b\u3067\u5199\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u8a31\u53ef\u696d\u7a2e\u306e\u7167\u5408\u3084\u8a31\u53ef\u306e\u66f4\u65b0\u65e5\u306e\u78ba\u8a8d\u304c\u62c5\u5f53\u8005\u306e\u7d4c\u9a13\u306b\u983c\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u5354\u529b\u4f1a\u793e\u3068\u306e\u3084\u308a\u53d6\u308a\u3092\u5efa\u8a2d\u30ad\u30e3\u30ea\u30a2\u30a2\u30c3\u30d7\u30b7\u30b9\u30c6\u30e0\u3084\u6c11\u9593\u306e\u65bd\u5de5\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u7d71\u4e00\u3057\u3066\u304a\u308a\u3001\u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u306e\u5185\u5bb9\u304c\u3059\u3067\u306b\u30c7\u30fc\u30bf\u3067\u5c4a\u3044\u3066\u3044\u308b\u5834\u5408\u3002\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u3092\u4f5c\u308b\u73fe\u5834\u304c\u5e74\u306b\u6570\u4ef6\u3057\u304b\u306a\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u5354\u529b\u4f1a\u793e\u304c\u5efa\u8a2d\u696d\u306e\u8a31\u53ef\u3092\u8981\u3059\u308b\u304b\u3069\u3046\u304b\u3001\u8a31\u53ef\u696d\u7a2e\u304c\u5de5\u4e8b\u5185\u5bb9\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u8a31\u53ef\u696d\u7a2e\u3068\u62c5\u5f53\u5de5\u4e8b\u306e\u5bfe\u5fdc\u8868\u3092\u3064\u304f\u308b**\n\n\u904e\u53bb1\u5e74\u306e\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u304b\u3089\u300c\u62c5\u5f53\u5de5\u4e8b\u5185\u5bb9\u300d\u306e\u8a00\u8449\u3092\u96c6\u3081\u3001\u6cd5\u52d9\u306e\u62c5\u5f53\u304c29\u306e\u696d\u7a2e\u3092\u5272\u308a\u5f53\u3066\u307e\u3059\u3002**\u51fa\u73fe\u306e\u591a\u3044\u4e0a\u4f4d100\u8a9e\u304b\u3089\u59cb\u3081\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a20\u4ef6\u3067\u8a66\u3059**\n\n\u7b2c8\u7ae0\u306e\u624b\u9806\u306720\u4ef6\u3092\u8a66\u3057\u3001**\u5370\u306e\u7121\u3044\u9078\u629e\u80a2\u3092\u5024\u306b\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u7a7a\u6b04\u3092\u57cb\u3081\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u73fe\u5834\u30b3\u30fc\u30c9\u306e\u53d6\u308a\u6c7a\u3081\u3068\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0**\n\n\u5168\u73fe\u5834\u306b\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u73fe\u5834\u30b3\u30fc\u30c9\u3092\u983c\u307f\u3001**\u4f5c\u6210\u4f8b\u306e\u69d8\u5f0f\u3092\u4e00\u6b21\u4e0b\u8acb\u306b\u6848\u5185\u3057\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u78ba\u8a8d\u306e\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\nAzure Functions \u3067\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u3068\u69cb\u9020\u5316\u51fa\u529b\u3092\u547c\u3073\u3001\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f `verdict` \u3092\u51fa\u3055\u305a\u3001\u9805\u76ee\u306e\u5024\u3068 `status` \u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5bfe\u5fdc\u8868\u30fb\u540d\u7c3f\u30fb\u8a31\u53ef\u306e\u671f\u9650\u306b\u3088\u308b\u7167\u5408\u3092\u8db3\u3057\u3001`verdict` \u3092\u51fa\u3057\u307e\u3059\u3002`needs_human` \u306e\u4ef6\u6570\u3068\u7406\u7531\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u554f\u3044\u5408\u308f\u305b\u6587\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef625\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u5bfe\u5fdc\u8868\u306b\u8db3\u3059\u8a00\u8449\u304c\u9031\u306b\u6570\u8a9e\u307e\u3067\u6e1b\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0084","UC-0696","UC-0005","UC-0052"],"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":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"},{"id":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u66f8\u306e\u8a18\u8f09\u4e8b\u9805\uff08\u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u4eba\u3068\u518d\u4e0b\u8acb\u8ca0\u4eba\u306e\u5546\u53f7\u30fb\u4f4f\u6240\u30fb\u8a31\u53ef\u756a\u53f7\u30fb\u8a31\u53ef\u696d\u7a2e\u3001\u5de5\u4e8b\u306e\u540d\u79f0\u30fb\u5185\u5bb9\u30fb\u5de5\u671f\u30fb\u5951\u7d04\u65e5\u3001\u4e3b\u4efb\u6280\u8853\u8005\u3001\u5065\u5eb7\u4fdd\u967a\u7b49\u306e\u52a0\u5165\u72b6\u6cc1\u3001\u4e00\u53f7\u7279\u5b9a\u6280\u80fd\u5916\u56fd\u4eba\u3068\u5916\u56fd\u4eba\u6280\u80fd\u5b9f\u7fd2\u751f\u306e\u5f93\u4e8b\u306e\u72b6\u6cc1\u306a\u3069\u3002\u7b2c14\u6761\u306e4\u7b2c1\u9805\u30fb\u7b2c14\u6761\u306e2\u7b2c1\u9805\uff09\u3002\u8acb\u3051\u8ca0\u308f\u305b\u308b\u90fd\u5ea6\u3001\u9045\u6ede\u306a\u304f\u66f8\u9762\u3067\u901a\u77e5\u3059\u308b\u3053\u3068\u3002\u4e0b\u8acb\u5951\u7d04\u306e\u66f8\u9762\u306e\u5199\u3057\u3092\u6dfb\u4ed8\u3057\u3001\u516c\u5171\u5de5\u4e8b\u4ee5\u5916\u3067\u306f\u8acb\u8ca0\u4ee3\u91d1\u306e\u984d\u306e\u90e8\u5206\u3092\u9664\u304f\u3053\u3068\u3002\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u3068\u6dfb\u4ed8\u66f8\u985e\u306f\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306e\u8a18\u9332\u3067\u4ee3\u3048\u3089\u308c\u308b\u3053\u3068\uff08\u7b2c14\u6761\u306e2\u7b2c3\u9805\u30fb\u7b2c4\u9805\uff09 | [e-Gov\u6cd5\u4ee4API: \u5efa\u8a2d\u696d\u6cd5\u65bd\u884c\u898f\u5247](https:\/\/laws.e-gov.go.jp\/api\/2\/law_data\/324M50004000014) | 2026-10-07 |\n| \u56fd\u571f\u4ea4\u901a\u7701\u304c\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u30fb\u65bd\u5de5\u4f53\u7cfb\u56f3\u30fb\u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u66f8\u30fb\u4f5c\u696d\u54e1\u540d\u7c3f\u306e\u4f5c\u6210\u4f8b\u3092\u63b2\u8f09\u3057\u3066\u3044\u308b\u3053\u3068\u3002\u6cd5\u4ee4\u4e0a\u306e\u8a18\u8f09\u4e8b\u9805\u304c\u7db2\u7f85\u3055\u308c\u3066\u3044\u308c\u3070\u4f5c\u6210\u4f8b\u4ee5\u5916\u306e\u69d8\u5f0f\u3082\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u3002\u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u7b49\u3092\u5efa\u8a2d\u30ad\u30e3\u30ea\u30a2\u30a2\u30c3\u30d7\u30b7\u30b9\u30c6\u30e0\u3067\u4f5c\u6210\u3067\u304d\u308b\u3053\u3068\u3002\u4f5c\u6210\u4f8b\u306e\u518d\u4e0b\u8acb\u8ca0\u901a\u77e5\u66f8\u306b\u3001\u5927\u81e3\u30fb\u77e5\u4e8b\u3001\u7279\u5b9a\u30fb\u4e00\u822c\u3001\u5c02\u4efb\u30fb\u975e\u5c02\u4efb\u3001\u4fdd\u967a\u306e\u52a0\u5165\u30fb\u672a\u52a0\u5165\u30fb\u9069\u7528\u9664\u5916\u3001\u5916\u56fd\u4eba\u306e\u5f93\u4e8b\u306e\u6709\u7121\u3092\u9078\u3076\u6b04\u304c\u3042\u308b\u3053\u3068 | [\u56fd\u571f\u4ea4\u901a\u7701: \u65bd\u5de5\u4f53\u5236\u53f0\u5e33\u3001\u65bd\u5de5\u4f53\u7cfb\u56f3\u7b49](https:\/\/www.mlit.go.jp\/totikensangyo\/const\/1_6_bt_000191.html) | 2026-10-07 |\n| \u5efa\u8a2d\u696d\u306e\u8a31\u53ef\u304c\u5efa\u8a2d\u5de5\u4e8b\u306e\u7a2e\u985e\u3054\u3068\u306b\u884c\u308f\u308c\u30012\u3064\u306e\u4e00\u5f0f\u5de5\u4e8b\u306827\u306e\u5c02\u9580\u5de5\u4e8b\u306e\u8a0829\u306e\u7a2e\u985e\u306b\u5206\u304b\u308c\u308b\u3053\u3068\u3002\u8efd\u5fae\u306a\u5efa\u8a2d\u5de5\u4e8b\uff08\u5efa\u7bc9\u4e00\u5f0f\u5de5\u4e8b\u4ee5\u5916\u306f1\u4ef6500\u4e07\u5186\u672a\u6e80\u306a\u3069\uff09\u306e\u307f\u3092\u8acb\u3051\u8ca0\u3046\u5834\u5408\u306f\u8a31\u53ef\u3092\u8981\u3057\u306a\u3044\u3053\u3068\u3002\u8a31\u53ef\u306e\u6709\u52b9\u671f\u9593\u304c5\u5e74\u3067\u3042\u308b\u3053\u3068 | [\u56fd\u571f\u4ea4\u901a\u7701: \u5efa\u8a2d\u696d\u306e\u8a31\u53ef\u3068\u306f](https:\/\/www.mlit.go.jp\/totikensangyo\/const\/1_6_bt_000080.html) | 2026-10-07 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\uff08`prebuilt-layout`\uff09\u304c\u30c6\u30ad\u30b9\u30c8\u30fb\u8868\u30fb\u9078\u629e\u30de\u30fc\u30af\u30fb\u6587\u66f8\u306e\u69cb\u9020\u3092\u62bd\u51fa\u3057\u3001\u9078\u629e\u30de\u30fc\u30af\u306e\u72b6\u614b\uff08selected\uff0funselected\uff09\u3068\u4fe1\u983c\u5ea6\u3001\u884c\u3054\u3068\u306e\u624b\u66f8\u304d\u306e\u5224\u5b9a\u3092\u8fd4\u3059\u3053\u3068\u3002Markdown \u5f62\u5f0f\u3067\u51fa\u529b\u3067\u304d\u3001\u8868\u304c HTML \u306e\u8868\u3067\u8868\u3055\u308c\u308b\u3053\u3068\u3002PDF\u3068TIFF\u304c\u6700\u59272,000\u30da\u30fc\u30b8\uff08Free\u306f2\u30da\u30fc\u30b8\uff09\u3001S0\u3067500MB\u3001\u753b\u50cf\u304c50\u00d750\u301c10,000\u00d710,000\u30d4\u30af\u30bb\u30eb\u3001\u6587\u5b57\u306e\u6700\u5c0f\u9ad8\u3055\u304c1024\u00d7768\u306712\u30d4\u30af\u30bb\u30eb\u3067\u3042\u308b\u3053\u3068\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304dPDF\u306f\u89e3\u9664\u304c\u5fc5\u8981\u306a\u3053\u3068 | [Microsoft Learn: \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8 \u30ec\u30a4\u30a2\u30a6\u30c8\u5206\u6790](https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-services\/document-intelligence\/prebuilt\/layout) | 2026-10-07 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u306e\u5370\u5237\u306e\u6587\u5b57\u3068\u624b\u66f8\u304d\u306e\u6587\u5b57\u306e\u5bfe\u5fdc\u8a00\u8a9e\u306b\u65e5\u672c\u8a9e\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u3002\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3092\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u306b `features=keyValuePairs` \u3092\u6307\u5b9a\u3057\u3066\u53d6\u308b\u3053\u3068 | [Microsoft Learn: Language support for Read and Layout](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/document-intelligence\/language-support\/ocr) | 2026-10-07 |\n| \u69cb\u9020\u5316\u51fa\u529b\u304cJSON\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u305b\u308b\u6a5f\u80fd\u3067\u3001\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3057\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b `additionalProperties: false` \u3092\u4ed8\u3051\u308b\u3053\u3068\u3002\u6587\u5b57\u5217\u306e `pattern` \u3084\u6570\u5024\u306e `minimum`\u30fb`maximum` \u306a\u3069\u304c\u4f7f\u3048\u306a\u3044\u3053\u3068 | [Microsoft Learn: Structured outputs (Azure OpenAI in Microsoft Foundry)](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-foundry\/openai\/how-to\/structured-outputs) | 2026-10-07 |\n\n**\u8a31\u53ef\u696d\u7a2e\u306e\u6271\u3044\u3084\u3001\u8a31\u53ef\u3092\u8981\u3059\u308b\u5de5\u4e8b\u304b\u3069\u3046\u304b\u306f\u3001\u81ea\u793e\u306e\u6cd5\u52d9\u306e\u62c5\u5f53\u3068\u8a31\u53ef\u884c\u653f\u5e81\u306e\u6848\u5185\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u56fd\u571f\u4ea4\u901a\u7701\u306e\u30da\u30fc\u30b8\u3068\u5efa\u8a2d\u696d\u6cd5\u65bd\u884c\u898f\u5247\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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