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\u8a2d\u554f\u756a\u53f7\u3001\u8a2d\u554f\u6587\u3001\u56de\u7b54\u5f62\u5f0f\uff08\u9078\u629e\u5f0f\uff0f\u8a18\u8ff0\u5f0f\uff0f\u6dfb\u4ed8\u8981\u6c42\uff09\u306b\u5206\u89e3\u3057\u307e\u3059\u3002**\u56de\u7b54\u5f62\u5f0f\u306e\u5224\u5b9a\u304c\u91cd\u8981\u3067\u3059\u3002** \u300c\u306f\u3044\uff0f\u3044\u3044\u3048\u300d\u3067\u7b54\u3048\u308b\u8a2d\u554f\u3068\u3001300\u5b57\u3067\u8aac\u660e\u3059\u308b\u8a2d\u554f\u3067\u306f\u3001\u56de\u7b54\u6848\u306e\u4f5c\u308a\u65b9\u304c\u9055\u3044\u307e\u3059\n2. **\u8a2d\u554f\u306e\u5206\u91ce\u5206\u985e** \u2026 \u30a2\u30af\u30bb\u30b9\u7ba1\u7406\u3001\u6697\u53f7\u5316\u3001\u30ed\u30b0\u3001\u59d4\u8a17\u5148\u7ba1\u7406\u3001\u7269\u7406\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u6559\u80b2\u3001\u4e8b\u696d\u7d99\u7d9a\u3001\u500b\u4eba\u60c5\u5831\u3001\u3068\u3044\u3063\u305f\u5206\u91ce\u306b\u632f\u308a\u5206\u3051\u307e\u3059\u3002**\u7167\u4f1a\u5148\u306e\u5224\u5b9a\u306b\u4f7f\u3044\u307e\u3059**\n3. **\u91cd\u8907\u8a2d\u554f\u306e\u691c\u51fa** \u2026 1\u3064\u306e\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u306e\u4e2d\u3067\u3001\u540c\u3058\u3053\u3068\u3092\u9055\u3046\u8a00\u3044\u65b9\u3067\u805e\u3044\u3066\u3044\u308b\u8a2d\u554f\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u3068\u3081\u3066\u6271\u3048\u308b\u3088\u3046\u306b\u3057\u307e\u3059\n4. **\u6dfb\u4ed8\u8981\u6c42\u306e\u62bd\u51fa** \u2026 \u300cISMS\u8a8d\u8a3c\u66f8\u306e\u5199\u3057\u3092\u6dfb\u4ed8\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u3088\u3046\u306b\u3001\u6587\u66f8\u306e\u63d0\u51fa\u3092\u6c42\u3081\u308b\u8a2d\u554f\u3092\u5206\u3051\u307e\u3059\u3002**\u56de\u7b54\u6587\u3067\u306f\u306a\u304f\u3001\u6587\u66f8\u306e\u6e96\u5099\u304c\u5fc5\u8981\u3067\u3059**\n5. **\u898f\u7a0b\u306e\u6539\u5b9a\u65e5\u306e\u7a81\u5408** \u2026 \u56de\u7b54\u53f0\u5e33\u306e\u5404\u884c\u306b\u3064\u3044\u3066\u3001\u6839\u62e0\u6587\u66f8\u306e\u73fe\u5728\u306e\u7248\u6570\u3068\u7167\u3089\u3057\u3001\u6539\u5b9a\u3055\u308c\u3066\u3044\u308c\u3070\u5370\u3092\u4ed8\u3051\u307e\u3059","ai_processing":"**\u691c\u7d22\u306f\u691c\u7d22\u57fa\u76e4\u306b\u4efb\u305b\u307e\u3059\u3002** LLM\u306b\u5168\u6587\u3092\u8aad\u307e\u305b\u3066\u63a2\u3055\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3068\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30e9\u30f3\u30ad\u30f3\u30b0\u3067\u5019\u88dc\u3092\u7d5e\u3063\u3066\u304b\u3089LLM\u306b\u6e21\u3057\u307e\u3059\u3002**LLM\u304c\u53d7\u3051\u53d6\u308b\u5165\u529b\u3092\u7d5e\u3089\u306a\u3044\u3068\u3001\u7cbe\u5ea6\u304c\u843d\u3061\u3001\u8cbb\u7528\u3082\u304b\u304b\u308a\u307e\u3059\u3002**\n\n**LLM\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u8a2d\u554f\u306e\u610f\u56f3\u306e\u89e3\u91c8 | \u8a2d\u554f\u6587\u304c\u4f55\u3092\u805e\u3044\u3066\u3044\u308b\u304b\u3092\u3001\u5206\u91ce\u3068\u5177\u4f53\u7684\u306a\u8ad6\u70b9\u306b\u5206\u3051\u308b |\n| \u56de\u7b54\u6848\u306e\u4f5c\u6210 | \u691c\u7d22\u3067\u5f97\u305f\u904e\u53bb\u56de\u7b54\u3068\u898f\u7a0b\u304b\u3089\u3001\u4eca\u56de\u306e\u8a2d\u554f\u306b\u5408\u308f\u305b\u305f\u56de\u7b54\u6587\u3092\u4f5c\u308b |\n| \u6839\u62e0\u306e\u660e\u793a | \u3069\u306e\u904e\u53bb\u56de\u7b54\u30fb\u3069\u306e\u898f\u7a0b\u306e\u4f55\u7ae0\u306b\u57fa\u3065\u304f\u56de\u7b54\u304b\u3092\u793a\u3059 |\n| \u9bae\u5ea6\u306e\u6307\u6458 | \u6839\u62e0\u6587\u66f8\u304c\u6539\u5b9a\u3055\u308c\u3066\u3044\u308b\u3001\u904e\u53bb\u56de\u7b54\u304c\u53e4\u3044\u3001\u8a8d\u8a3c\u306e\u6709\u52b9\u671f\u9650\u304c\u8fd1\u3044\u3001\u3068\u3044\u3063\u305f\u70b9\u3092\u6319\u3052\u308b |\n| \u8981\u7167\u4f1a\u306e\u5224\u5b9a | \u6839\u62e0\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u8a2d\u554f\u3092\u5206\u3051\u3001\u7167\u4f1a\u5148\u306e\u5019\u88dc\u3092\u793a\u3059 |\n| \u56de\u7b54\u306e\u98df\u3044\u9055\u3044\u306e\u6307\u6458 | \u540c\u3058\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u5185\u3067\u3001\u77db\u76fe\u3059\u308b\u56de\u7b54\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u308b |\n\n**\u300c\u6839\u62e0\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u8a2d\u554f\u306b\u3001\u305d\u308c\u3089\u3057\u3044\u56de\u7b54\u3092\u4f5c\u3089\u305b\u306a\u3044\u300d\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3082\u3063\u3068\u3082\u91cd\u8981\u3067\u3059\u3002**\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u306e\u8a2d\u554f\u306f\u3001**\u300c\u306f\u3044\u300d\u3068\u7b54\u3048\u308c\u3070\u901a\u308a\u3084\u3059\u3044**\u3068\u3044\u3046\u6027\u8cea\u304c\u3042\u308a\u307e\u3059\u3002LLM\u306b\u81ea\u7531\u306b\u66f8\u304b\u305b\u308b\u3068\u3001\u300c\u306f\u3044\u3001\u9069\u5207\u306b\u7ba1\u7406\u3057\u3066\u3044\u307e\u3059\u300d\u3068\u3044\u3046\u7121\u96e3\u306a\u56de\u7b54\u304c\u4e26\u3073\u307e\u3059\u3002**\u305d\u308c\u304c\u5b9f\u614b\u3068\u9055\u3048\u3070\u3001\u53d6\u5f15\u5148\u3078\u306e\u865a\u507d\u306e\u8aac\u660e\u306b\u306a\u308a\u307e\u3059\u3002** \u5951\u7d04\u4e0a\u306e\u8868\u660e\u4fdd\u8a3c\u306b\u95a2\u308f\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\n\n**\u6839\u62e0\u306e\u306a\u3044\u8a2d\u554f\u306f\u3001\u7a7a\u6b04\u306e\u307e\u307e\u300c\u8981\u7167\u4f1a\u300d\u306b\u56de\u3059**\u8a2d\u8a08\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u3001\u53d6\u5f15\u5148\u304b\u3089\u5c4a\u3044\u305f\u8abf\u67fb\u7968\u3078\u306e\u56de\u7b54\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u691c\u7d22\u3067\u5f97\u3089\u308c\u305f\u904e\u53bb\u306e\u56de\u7b54\u3068\u793e\u5185\u898f\u7a0b\u3060\u3051\u3092\u6839\u62e0\u306b\u3001\u56de\u7b54\u6848\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306b\u6839\u62e0\u304c\u306a\u3044\u8a2d\u554f\u306b\u306f\u3001\u56de\u7b54\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n answer \u3092 null \u306b\u3057\u3001status \u3092 \"needs_inquiry\" \u3068\u3057\u3066\u3001\n inquiry_to \u306b\u7167\u4f1a\u5148\u306e\u5019\u88dc\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n \u300c\u9069\u5207\u306b\u7ba1\u7406\u3057\u3066\u3044\u307e\u3059\u300d\u306e\u3088\u3046\u306a\u3001\u6839\u62e0\u306e\u306a\u3044\u4e00\u822c\u7684\u306a\u56de\u7b54\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u3059\u3079\u3066\u306e\u56de\u7b54\u306b\u3001\u6839\u62e0\u3092 evidence \u3068\u3057\u3066\u5fc5\u305a\u8a18\u8f09\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n \u904e\u53bb\u56de\u7b54\u306a\u3089\u56de\u7b54\u53f0\u5e33\u306eID\u3001\u898f\u7a0b\u306a\u3089\u6587\u66f8\u540d\u3068\u7ae0\u7bc0\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n \u6839\u62e0\u3092\u66f8\u3051\u306a\u3044\u56de\u7b54\u306f\u51fa\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u904e\u53bb\u306e\u56de\u7b54\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u3088\u3044\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n \u6839\u62e0\u6587\u66f8\u306e\u7248\u6570\u3068\u3001\u904e\u53bb\u56de\u7b54\u306e\u65e5\u4ed8\u3092 freshness \u306b\u8ee2\u8a18\u3059\u308b\u3060\u3051\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n \u300c\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u81ea\u793e\u304c\u5b9f\u65bd\u3057\u3066\u3044\u306a\u3044\u5bfe\u7b56\u306b\u3064\u3044\u3066\u3001\u300c\u5b9f\u65bd\u4e88\u5b9a\u300d\u300c\u691c\u8a0e\u4e2d\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n \u4e88\u5b9a\u306e\u6709\u7121\u306f\u3042\u306a\u305f\u306b\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002needs_inquiry \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9078\u629e\u5f0f\u306e\u8a2d\u554f\u3067\u306f\u3001\u9078\u629e\u80a2\u306e\u6587\u8a00\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n \u9078\u629e\u80a2\u306b\u306a\u3044\u7b54\u3048\u65b9\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6587\u66f8\u306e\u6dfb\u4ed8\u3092\u6c42\u3081\u308b\u8a2d\u554f\u306f\u3001\u56de\u7b54\u6587\u3092\u4f5c\u3089\u305a\u3001\n status \u3092 \"document_required\" \u3068\u3057\u3066\u3001\u5fc5\u8981\u306a\u6587\u66f8\u540d\u3092\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\n- \u540c\u3058\u8abf\u67fb\u7968\u306e\u4e2d\u3067\u77db\u76fe\u3059\u308b\u56de\u7b54\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u3001\n inconsistencies \u306b\u8a2d\u554f\u756a\u53f7\u306e\u7d44\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u4eca\u56de\u306e\u8a2d\u554f\u3011\n\u8a2d\u554f\u756a\u53f7: {question_no} \/ \u56de\u7b54\u5f62\u5f0f: {answer_type}\n\u8a2d\u554f\u6587: {question_text}\n\u9078\u629e\u80a2: {options}\n\n\u3010\u691c\u7d22\u3067\u898b\u3064\u304b\u3063\u305f\u904e\u53bb\u306e\u56de\u7b54\uff08\u4e0a\u4f4d5\u4ef6\uff09\u3011\n{past_answers}\n\n\u3010\u691c\u7d22\u3067\u898b\u3064\u304b\u3063\u305f\u793e\u5185\u898f\u7a0b\uff08\u4e0a\u4f4d5\u4ef6\uff09\u3011\n{policy_excerpts}\n\n\u3010\u6839\u62e0\u6587\u66f8\u306e\u73fe\u5728\u306e\u7248\u6570\u3011\n{document_versions}\n\n\u3010\u8a8d\u8a3c\u30fb\u76e3\u67fb\u306e\u53d6\u5f97\u72b6\u6cc1\u3068\u6709\u52b9\u671f\u9650\u3011\n{certifications}\n```\n\n**\u300c\u6839\u62e0\u306e\u306a\u3044\u4e00\u822c\u7684\u306a\u56de\u7b54\u3092\u66f8\u304b\u306a\u3044\u300d\u306e1\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5b89\u5168\u88c5\u7f6e\u3067\u3059\u3002** \u3053\u308c\u3092\u66f8\u304b\u306a\u3044\u3068\u3001120\u554f\u306e\u3046\u3061100\u554f\u304c\u300c\u306f\u3044\u3001\u9069\u5207\u306b\u7ba1\u7406\u3057\u3066\u3044\u307e\u3059\u300d\u3067\u57cb\u307e\u308a\u307e\u3059\u3002**\u305d\u3057\u3066\u62c5\u5f53\u8005\u306f\u3001\u305d\u306e\u3046\u3061\u3069\u308c\u304c\u6839\u62e0\u306b\u57fa\u3065\u304f\u3082\u306e\u304b\u3092\u898b\u5206\u3051\u3089\u308c\u307e\u305b\u3093\u3002**\n\n**\u300c\u904e\u53bb\u306e\u56de\u7b54\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u3088\u3044\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u300d\u3082\u5916\u305b\u307e\u305b\u3093\u3002** \u9bae\u5ea6\u306e\u5224\u65ad\u306f\u3001\u898f\u7a0b\u306e\u6539\u5b9a\u5185\u5bb9\u3092\u8aad\u3093\u3067\u884c\u3046\u3082\u306e\u3067\u3059\u3002LLM\u306b\u300c\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u304b\u305b\u308b\u3068\u3001\u78ba\u8a8d\u304c\u7701\u304b\u308c\u307e\u3059\u3002","output_data":"```json\n{\n \"questionnaire_id\": \"\",\n \"answers\": [\n {\n \"question_no\": \"\",\n \"question_text\": \"\",\n \"answer_type\": \"choice | free_text | document\",\n \"status\": \"drafted | needs_inquiry | document_required\",\n \"answer\": \"\",\n \"supplement\": \"\",\n \"evidence\": [\n {\n \"type\": \"past_answer | policy\",\n \"reference\": \"\",\n \"version\": \"\",\n \"excerpt\": \"\"\n }\n ],\n \"freshness\": {\n \"policy_revised_after_last_answer\": false,\n \"last_answered_date\": \"\",\n \"current_document_version\": \"\",\n \"certification_expiry\": \"\"\n },\n \"inquiry_to\": \"\",\n \"confidence\": \"high | medium | low\"\n }\n ],\n \"inconsistencies\": [],\n \"documents_to_attach\": [],\n \"summary\": {\n \"total_questions\": 0,\n \"drafted\": 0,\n \"needs_inquiry\": 0,\n \"document_required\": 0,\n \"stale_evidence\": 0\n }\n}\n```\n\n**`freshness.policy_revised_after_last_answer` \u304c true \u306e\u56de\u7b54\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3082\u3063\u3068\u3082\u6ce8\u610f\u3059\u3079\u304d\u3082\u306e\u3067\u3059\u3002** \u904e\u53bb\u306b\u56de\u7b54\u3057\u305f\u3042\u3068\u3067\u6839\u62e0\u306e\u898f\u7a0b\u304c\u6539\u5b9a\u3055\u308c\u3066\u3044\u308b\u3001\u3068\u3044\u3046\u610f\u5473\u3067\u3059\u3002**\u56de\u7b54\u6587\u306f\u51fa\u307e\u3059\u304c\u3001\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002**\n\n`summary` \u306e\u6570\u5b57\u3092\u6700\u521d\u306b\u898b\u308b\u3053\u3068\u3067\u3001\u62c5\u5f53\u8005\u306f\u4f5c\u696d\u91cf\u3092\u898b\u7a4d\u3082\u308c\u307e\u3059\u3002\u300c120\u554f\u4e2d\u300190\u554f\u304c\u6848\u3042\u308a\u300120\u554f\u304c\u8981\u7167\u4f1a\u300110\u554f\u304c\u6587\u66f8\u6dfb\u4ed8\u300d\u3068\u5206\u304b\u308c\u3070\u3001**\u8981\u7167\u4f1a\u306e20\u554f\u3092\u5148\u306b\u95a2\u4fc2\u90e8\u9580\u3078\u6295\u3052\u3066\u304b\u3089\u300190\u554f\u306e\u78ba\u8a8d\u306b\u5165\u308c\u307e\u3059\u3002**\n\n\u306a\u304a\u3001Claude API \u306b\u306f\u51fa\u529b\u3092JSON\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u308f\u305b\u308b**\u69cb\u9020\u5316\u51fa\u529b**\u306e\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\uff082026-09-15\u6642\u70b9\u3067\u306f\u30d9\u30fc\u30bf\u6a5f\u80fd\u3068\u3057\u3066\u63d0\u4f9b\uff09\u3002\u8a2d\u554f\u3054\u3068\u306b\u540c\u3058\u5f62\u3067\u8fd4\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3001\u5229\u7528\u3067\u304d\u308b\u3068\u5b89\u5168\u3067\u3059\u3002","integration_systems":"| \u3064\u306a\u3050\u5148 | \u5185\u5bb9 |\n|:--|:--|\n| SharePoint | \u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u306e\u53d7\u4ed8\u3068\u4fdd\u7ba1 |\n| Azure AI Search | \u56de\u7b54\u53f0\u5e33\u3068\u793e\u5185\u898f\u7a0b\u306e\u691c\u7d22 |\n| \u6587\u66f8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08\u8aad\u307f\u53d6\u308a\uff09 | \u898f\u7a0b\u306e\u73fe\u5728\u306e\u7248\u6570\u3068\u6539\u5b9a\u65e5\u3092\u53d6\u5f97\u3059\u308b |\n| Teams | \u8981\u7167\u4f1a\u306e\u8a2d\u554f\u3092\u3001\u5206\u91ce\u3054\u3068\u306b\u95a2\u4fc2\u90e8\u9580\u3078\u6295\u3052\u308b |\n| \u56de\u7b54\u53f0\u5e33\uff08\u66f8\u304d\u8fbc\u307f\uff09 | \u63d0\u51fa\u3057\u305f\u56de\u7b54\u3092\u767b\u9332\u3059\u308b\uff08**\u63d0\u51fa\u5f8c\u306e\u307f**\uff09 |\n| Excel \/ Word | \u53d6\u5f15\u5148\u306e\u69d8\u5f0f\u306b\u56de\u7b54\u3092\u66f8\u304d\u623b\u3059 |\n\n**\u56de\u7b54\u53f0\u5e33\u3078\u306e\u767b\u9332\u306f\u3001\u63d0\u51fa\u5f8c\u306b\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u6848\u306e\u6bb5\u968e\u3067\u767b\u9332\u3059\u308b\u3068\u3001\u78ba\u5b9a\u3057\u3066\u3044\u306a\u3044\u56de\u7b54\u304c\u6b21\u56de\u306e\u691c\u7d22\u3067\u51fa\u3066\u304d\u307e\u3059\u3002**\u8aa4\u3063\u305f\u56de\u7b54\u304c\u81ea\u5df1\u5897\u6b96\u3057\u307e\u3059\u3002**\n\n**\u53d6\u5f15\u5148\u306e\u69d8\u5f0f\u3078\u306e\u66f8\u304d\u623b\u3057\u306f\u3001\u6a5f\u68b0\u7684\u306b\u884c\u3046\u3068\u5d29\u308c\u307e\u3059\u3002** \u7d50\u5408\u30bb\u30eb\u3001\u5165\u529b\u898f\u5247\u3001\u66f8\u5f0f\u304c\u8a2d\u5b9a\u3055\u308c\u305fExcel\u306b\u5024\u3092\u5165\u308c\u308b\u3068\u3001\u69d8\u5f0f\u304c\u58ca\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u4e0a\u4f4d20\u793e\u306e\u69d8\u5f0f\u306b\u3064\u3044\u3066\u306f\u500b\u5225\u306b\u5bfe\u5fdc\u3057\u3001\u305d\u308c\u4ee5\u5916\u306f\u4e00\u89a7\u3092\u51fa\u3057\u3066\u4eba\u304c\u8ee2\u8a18\u3059\u308b\u904b\u7528\u306e\u307b\u3046\u304c\u78ba\u5b9f\u3067\u3059\u3002**","human_review":"**\u5168\u8a2d\u554f\u3092\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002\u81ea\u52d5\u63d0\u51fa\u306f\u3057\u307e\u305b\u3093\u3002**\n\n\u78ba\u8a8d\u306e\u91cd\u3055\u3092\u5206\u3051\u307e\u3059\u3002\n\n| \u533a\u5206 | \u6761\u4ef6 | \u78ba\u8a8d\u306e\u5185\u5bb9 |\n|:--|:--|:--|\n| \u91cd\u70b9\u78ba\u8a8d | `freshness.policy_revised_after_last_answer` \u304c true | **\u898f\u7a0b\u306e\u6539\u5b9a\u5185\u5bb9\u3092\u8aad\u307f\u3001\u56de\u7b54\u304c\u4eca\u306e\u5b9f\u614b\u3068\u5408\u3046\u304b\u3092\u78ba\u304b\u3081\u308b** |\n| \u91cd\u70b9\u78ba\u8a8d | `confidence: low` | \u6839\u62e0\u304c\u5f31\u3044\u3002\u898f\u7a0b\u3092\u76f4\u63a5\u8aad\u3080 |\n| \u91cd\u70b9\u78ba\u8a8d | `certification_expiry` \u304c6\u304b\u6708\u4ee5\u5185 | \u8a8d\u8a3c\u306e\u66f4\u65b0\u72b6\u6cc1\u3092\u78ba\u8a8d\u3059\u308b |\n| \u901a\u5e38\u78ba\u8a8d | `status: drafted` \u304b\u3064\u9bae\u5ea6\u306b\u554f\u984c\u306a\u3057 | \u6839\u62e0\u3068\u56de\u7b54\u6587\u3092\u3056\u3063\u3068\u898b\u308b |\n| \u7167\u4f1a | `status: needs_inquiry` | \u95a2\u4fc2\u90e8\u9580\u306b\u6295\u3052\u308b |\n| \u6e96\u5099 | `status: document_required` | \u6587\u66f8\u3092\u7528\u610f\u3059\u308b\u3002**\u6709\u52b9\u671f\u9650\u3092\u78ba\u8a8d\u3059\u308b** |\n\n**\u4e0a\u9577\u306e\u78ba\u8a8d\u3082\u5fc5\u305a\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002** \u53d6\u5f15\u5148\u3078\u306e\u56de\u7b54\u306f\u3001\u81ea\u793e\u306e\u5bfe\u7b56\u72b6\u6cc1\u306e\u8868\u660e\u3067\u3059\u3002**\u8aa4\u3063\u305f\u56de\u7b54\u306f\u3001\u5951\u7d04\u4e0a\u306e\u554f\u984c\u306b\u306a\u308a\u5f97\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u6839\u62e0\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u8a2d\u554f | \u56de\u7b54\u3092\u4f5c\u3089\u305a `needs_inquiry` \u306b\u3059\u308b\u3002**\u305d\u308c\u3089\u3057\u3044\u56de\u7b54\u3092\u4f5c\u3089\u305b\u306a\u3044** |\n| \u6839\u62e0\u306e\u898f\u7a0b\u304c\u6539\u5b9a\u3055\u308c\u3066\u3044\u308b | \u56de\u7b54\u6848\u306f\u51fa\u3059\u304c\u3001`policy_revised_after_last_answer` \u3092\u7acb\u3066\u3066\u91cd\u70b9\u78ba\u8a8d\u306b\u56de\u3059 |\n| \u81ea\u793e\u304c\u5b9f\u65bd\u3057\u3066\u3044\u306a\u3044\u5bfe\u7b56\u3092\u805e\u304b\u308c\u305f | \u300c\u5b9f\u65bd\u3057\u3066\u3044\u306a\u3044\u300d\u3068\u6b63\u76f4\u306b\u7b54\u3048\u308b\u3002**\u300c\u5b9f\u65bd\u4e88\u5b9a\u300d\u3068\u66f8\u304b\u305b\u306a\u3044**\uff08\u4e88\u5b9a\u306e\u6709\u7121\u306f\u62c5\u5f53\u8005\u304c\u5224\u65ad\u3059\u308b\uff09 |\n| \u9078\u629e\u80a2\u306b\u306a\u3044\u7b54\u3048\u306b\u306a\u308b | \u9078\u629e\u80a2\u306e\u4e2d\u304b\u3089\u9078\u3070\u305b\u3001\u88dc\u8db3\u6b04\u306b\u4e8b\u60c5\u3092\u66f8\u304f\u3002**\u9078\u629e\u80a2\u3092\u52dd\u624b\u306b\u4f5c\u3089\u306a\u3044** |\n| \u540c\u3058\u8abf\u67fb\u7968\u5185\u3067\u77db\u76fe\u3059\u308b\u56de\u7b54 | `inconsistencies` \u306b\u6319\u3052\u3001\u4eba\u304c\u6574\u5408\u3055\u305b\u308b |\n| \u8a2d\u554f\u304c\u81ea\u793e\u306e\u4e8b\u696d\u306b\u8a72\u5f53\u3057\u306a\u3044 | \u300c\u8a72\u5f53\u306a\u3057\u300d\u306e\u9078\u629e\u80a2\u304c\u3042\u308c\u3070\u305d\u308c\u3092\u9078\u3076\u3002\u306a\u3051\u308c\u3070 `needs_inquiry` \u306b\u3059\u308b |\n| Excel\u306e\u69d8\u5f0f\u304c\u7279\u6b8a\u3067\u8a2d\u554f\u304c\u62bd\u51fa\u3067\u304d\u306a\u3044 | \u62bd\u51fa\u3067\u304d\u305f\u5206\u3060\u3051\u51e6\u7406\u3057\u3001\u6b8b\u308a\u3092\u4eba\u304c\u624b\u3067\u5165\u308c\u308b\u3002**\u62bd\u51fa\u3067\u304d\u306a\u304b\u3063\u305f\u8a2d\u554f\u3092\u660e\u793a\u3059\u308b** |\n| \u6dfb\u4ed8\u3092\u6c42\u3081\u3089\u308c\u305f\u6587\u66f8\u306e\u6709\u52b9\u671f\u9650\u304c\u5207\u308c\u3066\u3044\u308b | `document_required` \u306b\u6709\u52b9\u671f\u9650\u3092\u6dfb\u3048\u3066\u6319\u3052\u308b |\n| \u904e\u53bb\u306e\u56de\u7b54\u304c\u53d6\u5f15\u5148\u3054\u3068\u306b\u9055\u3063\u3066\u3044\u308b | \u4e21\u65b9\u3092\u63d0\u793a\u3057\u3001\u306a\u305c\u9055\u3046\u304b\u3092\u4eba\u304c\u78ba\u8a8d\u3059\u308b\u3002**\u81ea\u52d5\u3067\u3069\u3061\u3089\u304b\u3092\u9078\u3070\u306a\u3044** |\n| \u63d0\u51fa\u671f\u9650\u304c\u8fd1\u3044 | `needs_inquiry` \u306e\u8a2d\u554f\u3092\u5148\u306b\u51fa\u3059\u3002\u7167\u4f1a\u306e\u5f85\u3061\u6642\u9593\u304c\u5f8b\u901f\u306b\u306a\u308b |\n| \u53d6\u5f15\u5148\u306e\u793e\u540d\u304c\u56de\u7b54\u53f0\u5e33\u304b\u3089\u6f0f\u308c\u308b | \u691c\u7d22\u7d50\u679c\u306b\u63d0\u51fa\u5148\u3092\u51fa\u3055\u306a\u3044\u8a2d\u8a08\u306b\u3059\u308b\uff08\u5f8c\u8ff0\uff09 |","log_storage":"- \u53d7\u9818\u3057\u305f\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u306e\u539f\u672c\n- \u62bd\u51fa\u3057\u305f\u8a2d\u554f\u3068\u3001\u62bd\u51fa\u3067\u304d\u306a\u304b\u3063\u305f\u8a2d\u554f\n- \u56de\u7b54\u6848\u3068\u3001\u305d\u306e\u6839\u62e0\u30fb\u9bae\u5ea6\u306e\u5224\u5b9a\n- **\u62c5\u5f53\u8005\u304c\u4fee\u6b63\u3057\u305f\u56de\u7b54\u3068\u3001\u4fee\u6b63\u524d\u5f8c**\n- \u95a2\u4fc2\u90e8\u9580\u3078\u306e\u7167\u4f1a\u3068\u3001\u305d\u306e\u56de\u7b54\n- \u4e0a\u9577\u306e\u78ba\u8a8d\u8a18\u9332\n- \u63d0\u51fa\u3057\u305f\u6700\u7d42\u7248\u3068\u63d0\u51fa\u65e5\n- \u56de\u7b54\u53f0\u5e33\u3078\u306e\u767b\u9332\u5185\u5bb9\n\n**\u300c\u62c5\u5f53\u8005\u304c\u4fee\u6b63\u3057\u305f\u56de\u7b54\u3068\u3001\u4fee\u6b63\u524d\u5f8c\u300d\u304c\u8cc7\u7523\u306b\u306a\u308a\u307e\u3059\u3002** \u300c\u3053\u306e\u8a2d\u554f\u306f\u6bce\u56de\u66f8\u304d\u76f4\u3057\u3066\u3044\u308b\u300d\u304c\u898b\u3048\u308c\u3070\u3001**\u56de\u7b54\u53f0\u5e33\u306e\u8a18\u8ff0\u3092\u76f4\u3059\u3079\u304d\u7b87\u6240\u304c\u5206\u304b\u308a\u307e\u3059\u3002** \u4fee\u6b63\u304c\u6e1b\u3063\u3066\u3044\u304f\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u304c\u80b2\u3063\u3066\u3044\u308b\u8a3c\u62e0\u3067\u3059\u3002\n\n**\u56de\u7b54\u53f0\u5e33\u306b\u63d0\u51fa\u5148\u306e\u793e\u540d\u3092\u6301\u3064\u5834\u5408\u3001\u691c\u7d22\u7d50\u679c\u306b\u306f\u51fa\u3055\u306a\u3044\u8a2d\u8a08\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u300cA\u793e\u306b\u306f\u3053\u3046\u7b54\u3048\u305f\u300d\u3068\u3044\u3046\u60c5\u5831\u304c\u3001\u4ed6\u793e\u3078\u306e\u56de\u7b54\u3092\u4f5c\u308b\u3068\u304d\u306b\u753b\u9762\u306b\u51fa\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u53d6\u5f15\u5148\u3068\u306e\u79d8\u5bc6\u4fdd\u6301\u306e\u89b3\u70b9\u304b\u3089\u3082\u3001\u5206\u3051\u3066\u304a\u304f\u306e\u304c\u5b89\u5168\u3067\u3059\u3002**","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":2,"assumption_frequency":24,"assumption_workdays":20,"volume_month":24,"before_minutes_per_case":150,"after_minutes_per_case":45,"hourly_cost":4000,"before_hours_month":60,"after_hours_month":18,"saved_hours_month":42,"reduction_rate":70,"saved_hours_year":504,"annual_cost_effect":2016000,"summary":"\u53d6\u5f15\u5148\u304b\u3089\u5c4a\u304f\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u306e\u8a2d\u554f\u3092\u5165\u529b\u306b\u3001\u904e\u53bb\u306e\u56de\u7b54\u3068\u793e\u5185\u898f\u7a0b\u304b\u3089\u6839\u62e0\u4ed8\u304d\u306e\u56de\u7b54\u6848\u3092\u4f5c\u308a\u307e\u3059\u3002\u62c5\u5f53\u8005\u306e\u4f5c\u696d\u306f\u3001\u8a2d\u554f\u3054\u3068\u306b\u904e\u53bb\u306eExcel\u3092\u63a2\u3059\u3053\u3068\u304b\u3089\u3001\u51fa\u3066\u304d\u305f\u6848\u304c\u4eca\u3082\u6b63\u3057\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\u3053\u3068\u306b\u5909\u308f\u308a\u307e\u3059\u3002","before_flow":"1. \u55b6\u696d\u304b\u3089\u300c\u9867\u5ba2\u304b\u3089\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u304c\u6765\u305f\u300d\u3068\u9023\u7d61\u304c\u5165\u308b\n2. \u62c5\u5f53\u8005\u304c\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304d\u3001\u8a2d\u554f\u3092\u4e0a\u304b\u3089\u8aad\u3080\n3. \u8a2d\u554f\u3054\u3068\u306b\u3001\u4f3c\u305f\u8a2d\u554f\u304c\u3042\u308b\u904e\u53bb\u306e\u56de\u7b54\u30d5\u30a1\u30a4\u30eb\u3092\u63a2\u3059\uff08\u30d5\u30a1\u30a4\u30eb\u540d\u3068\u8a18\u61b6\u304c\u983c\u308a\uff09\n4. \u898b\u3064\u304b\u3063\u305f\u56de\u7b54\u3092\u53c2\u8003\u306b\u3001\u4eca\u56de\u306e\u8a2d\u554f\u306b\u5408\u308f\u305b\u3066\u66f8\u304d\u76f4\u3059\n5. \u904e\u53bb\u306e\u56de\u7b54\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u8a2d\u554f\u306f\u3001\u793e\u5185\u898f\u7a0b\u3092\u63a2\u3057\u3066\u8aad\u3080\n6. \u898f\u7a0b\u306b\u3082\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u8a2d\u554f\u306f\u3001\u95a2\u4fc2\u90e8\u9580\uff08\u958b\u767a\u3001\u4eba\u4e8b\u3001\u6cd5\u52d9\uff09\u306b\u7167\u4f1a\u3059\u308b\n7. \u5168\u554f\u3092\u57cb\u3081\u3001\u4e0a\u9577\u304c\u78ba\u8a8d\u3059\u308b\n8. \u55b6\u696d\u7d4c\u7531\u3067\u63d0\u51fa\u3059\u308b\n9. \u63d0\u51fa\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092SharePoint\u306b\u4fdd\u5b58\u3059\u308b\n\n\u554f\u984c\u306f5\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\uff08a\uff09\u540c\u3058\u5185\u5bb9\u3092\u9055\u3046\u8a00\u3044\u65b9\u3067\u805e\u304b\u308c\u308b\u3002** \u6587\u5b57\u5217\u306e\u691c\u7d22\u304c\u52b9\u304b\u305a\u3001\u8a18\u61b6\u306b\u983c\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u62c5\u5f53\u8005\u304c\u300c\u524d\u306b\u3069\u3053\u304b\u3067\u7b54\u3048\u305f\u6c17\u304c\u3059\u308b\u300d\u3068\u611f\u3058\u306a\u304c\u3089\u3001\u898b\u3064\u3051\u3089\u308c\u306a\u3044\u307e\u307e\u66f8\u304d\u76f4\u3059\u3053\u3068\u304c\u983b\u7e41\u306b\u8d77\u304d\u307e\u3059\u3002**\n\n**\uff08b\uff09\u904e\u53bb\u306e\u56de\u7b54\u304c\u4eca\u3082\u6b63\u3057\u3044\u304b\u5206\u304b\u3089\u306a\u3044\u3002** \u898f\u7a0b\u306f\u6539\u5b9a\u3055\u308c\u307e\u3059\u30022\u5e74\u524d\u306e\u56de\u7b54\u3092\u305d\u306e\u307e\u307e\u4f7f\u3046\u3068\u3001\u5b9f\u614b\u3068\u9055\u3046\u56de\u7b54\u306b\u306a\u308a\u307e\u3059\u3002**\u3053\u308c\u304c\u4e00\u756a\u306e\u30ea\u30b9\u30af\u3067\u3059\u3002**\n\n**\uff08c\uff09\u56de\u7b54\u306e\u6839\u62e0\u304c\u305f\u3069\u308c\u306a\u3044\u3002** \u904e\u53bb\u306eExcel\u306b\u306f\u56de\u7b54\u6587\u3060\u3051\u304c\u6b8b\u3063\u3066\u304a\u308a\u3001\u300c\u3069\u306e\u898f\u7a0b\u306e\u4f55\u6761\u306b\u57fa\u3065\u304f\u56de\u7b54\u304b\u300d\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u305b\u3093\u3002**\u53d6\u5f15\u5148\u304b\u3089\u8ffd\u52a0\u306e\u8cea\u554f\u304c\u6765\u305f\u3068\u304d\u306b\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002**\n\n**\uff08d\uff09\u95a2\u4fc2\u90e8\u9580\u3078\u306e\u7167\u4f1a\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** \u958b\u767a\u90e8\u9580\u306b\u805e\u304f\u8a2d\u554f\uff08\u6697\u53f7\u5316\u65b9\u5f0f\u3001\u30ed\u30b0\u306e\u4fdd\u5b58\u671f\u9593\uff09\u3001\u4eba\u4e8b\u306b\u805e\u304f\u8a2d\u554f\uff08\u5165\u9000\u793e\u6642\u306e\u624b\u7d9a\u304d\uff09\u3001\u6cd5\u52d9\u306b\u805e\u304f\u8a2d\u554f\uff08\u5951\u7d04\u4e0a\u306e\u8cac\u4efb\u7bc4\u56f2\uff09\u304c\u6df7\u5728\u3057\u3001\u305d\u308c\u305e\u308c\u8fd4\u4e8b\u3092\u5f85\u3061\u307e\u3059\u3002\n\n**\uff08e\uff092\u540d\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u3002** \u904e\u53bb\u306b\u3069\u3046\u7b54\u3048\u305f\u304b\u3092\u77e5\u3063\u3066\u3044\u308b\u306e\u304c\u3053\u306e2\u540d\u3060\u3051\u3067\u3001\u7e41\u5fd9\u671f\u306b\u306f\u63d0\u51fa\u304c\u9045\u308c\u307e\u3059\u3002**\u63d0\u51fa\u306e\u9045\u308c\u304c\u3001\u305d\u306e\u307e\u307e\u53d7\u6ce8\u306e\u9045\u308c\u306b\u306a\u308a\u307e\u3059\u3002**","before_flow_steps":["\u55b6\u696d\u304b\u3089\u300c\u9867\u5ba2\u304b\u3089\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u304c\u6765\u305f\u300d\u3068\u9023\u7d61\u304c\u5165\u308b","\u62c5\u5f53\u8005\u304c\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304d\u3001\u8a2d\u554f\u3092\u4e0a\u304b\u3089\u8aad\u3080","\u8a2d\u554f\u3054\u3068\u306b\u3001\u4f3c\u305f\u8a2d\u554f\u304c\u3042\u308b\u904e\u53bb\u306e\u56de\u7b54\u30d5\u30a1\u30a4\u30eb\u3092\u63a2\u3059\uff08\u30d5\u30a1\u30a4\u30eb\u540d\u3068\u8a18\u61b6\u304c\u983c\u308a\uff09","\u898b\u3064\u304b\u3063\u305f\u56de\u7b54\u3092\u53c2\u8003\u306b\u3001\u4eca\u56de\u306e\u8a2d\u554f\u306b\u5408\u308f\u305b\u3066\u66f8\u304d\u76f4\u3059","\u904e\u53bb\u306e\u56de\u7b54\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u8a2d\u554f\u306f\u3001\u793e\u5185\u898f\u7a0b\u3092\u63a2\u3057\u3066\u8aad\u3080","\u898f\u7a0b\u306b\u3082\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u8a2d\u554f\u306f\u3001\u95a2\u4fc2\u90e8\u9580\uff08\u958b\u767a\u3001\u4eba\u4e8b\u3001\u6cd5\u52d9\uff09\u306b\u7167\u4f1a\u3059\u308b","\u5168\u554f\u3092\u57cb\u3081\u3001\u4e0a\u9577\u304c\u78ba\u8a8d\u3059\u308b","\u55b6\u696d\u7d4c\u7531\u3067\u63d0\u51fa\u3059\u308b","\u63d0\u51fa\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092SharePoint\u306b\u4fdd\u5b58\u3059\u308b"],"after_flow":"1. \u55b6\u696d\u304c\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u3092\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304f\n2. **\u3010\u81ea\u52d5\u3011** \u30d5\u30a1\u30a4\u30eb\u304b\u3089\u8a2d\u554f\u3092\u629c\u304d\u51fa\u3057\u3001\u8a2d\u554f\u756a\u53f7\u30fb\u8a2d\u554f\u6587\u30fb\u56de\u7b54\u5f62\u5f0f\uff08\u9078\u629e\u5f0f\uff0f\u8a18\u8ff0\u5f0f\uff09\u306b\u5206\u89e3\u3059\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u8a2d\u554f\u3054\u3068\u306b\u3001\u904e\u53bb\u306e\u56de\u7b54\u3068\u793e\u5185\u898f\u7a0b\u3092\u610f\u5473\u3067\u691c\u7d22\u3059\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u691c\u7d22\u7d50\u679c\u304b\u3089\u56de\u7b54\u6848\u3092\u4f5c\u308a\u3001**\u6839\u62e0\uff08\u3069\u306e\u56de\u7b54\u30fb\u3069\u306e\u898f\u7a0b\u306e\u4f55\u6761\u304b\uff09\u3092\u6dfb\u3048\u308b**\n5. **\u3010\u81ea\u52d5\u3011** \u56de\u7b54\u306e\u9bae\u5ea6\u3092\u5224\u5b9a\u3059\u308b\uff08\u6839\u62e0\u3068\u306a\u308b\u898f\u7a0b\u306e\u6539\u5b9a\u65e5\u3001\u904e\u53bb\u56de\u7b54\u306e\u65e5\u4ed8\uff09\n6. **\u3010\u81ea\u52d5\u3011** \u6839\u62e0\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u8a2d\u554f\u3092\u300c\u8981\u7167\u4f1a\u300d\u3068\u3057\u3066\u5206\u3051\u3001\u7167\u4f1a\u5148\u3092\u63a8\u5b9a\u3059\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u8a2d\u554f\u3092\u62c5\u5f53\u90e8\u9580\u3054\u3068\u306b\u632f\u308a\u5206\u3051\u305f\u4e00\u89a7\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u56de\u7b54\u6848\u3092\u78ba\u8a8d\u3057\u3001\u9bae\u5ea6\u306e\u843d\u3061\u305f\u3082\u306e\u3092\u76f4\u3059\n9. **\u3010\u4eba\u3011** \u300c\u8981\u7167\u4f1a\u300d\u306e\u8a2d\u554f\u3092\u95a2\u4fc2\u90e8\u9580\u306b\u7167\u4f1a\u3059\u308b\n10. **\u3010\u4eba\u3011** \u4e0a\u9577\u304c\u78ba\u8a8d\u3057\u3001\u63d0\u51fa\u3059\u308b\n11. **\u3010\u81ea\u52d5\u3011** \u63d0\u51fa\u3057\u305f\u56de\u7b54\u3092\u56de\u7b54\u53f0\u5e33\u306b\u767b\u9332\u3057\u3001\u6b21\u56de\u306e\u691c\u7d22\u5bfe\u8c61\u306b\u3059\u308b\n\n\u81ea\u52d5\u5316\u3055\u308c\u308b\u306e\u306f\u300c\u8aad\u307f\u53d6\u308b\u300d\u300c\u63a2\u3059\u300d\u300c\u6848\u3092\u4f5c\u308b\u300d\u300c\u9bae\u5ea6\u3092\u898b\u308b\u300d\u300c\u632f\u308a\u5206\u3051\u308b\u300d\u306e5\u3064\u3067\u3059\u3002**\u6b8b\u308b\u306e\u306f\u300c\u3053\u306e\u56de\u7b54\u304c\u4eca\u306e\u5b9f\u614b\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u5224\u65ad\u3059\u308b\u300d\u3067\u3001\u3053\u308c\u306f\u62c5\u5f53\u8005\u306b\u3057\u304b\u3067\u304d\u307e\u305b\u3093\u3002**","after_flow_steps":["\u55b6\u696d\u304c\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u3092\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304f","**\u3010\u81ea\u52d5\u3011** \u30d5\u30a1\u30a4\u30eb\u304b\u3089\u8a2d\u554f\u3092\u629c\u304d\u51fa\u3057\u3001\u8a2d\u554f\u756a\u53f7\u30fb\u8a2d\u554f\u6587\u30fb\u56de\u7b54\u5f62\u5f0f\uff08\u9078\u629e\u5f0f\uff0f\u8a18\u8ff0\u5f0f\uff09\u306b\u5206\u89e3\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u8a2d\u554f\u3054\u3068\u306b\u3001\u904e\u53bb\u306e\u56de\u7b54\u3068\u793e\u5185\u898f\u7a0b\u3092\u610f\u5473\u3067\u691c\u7d22\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u691c\u7d22\u7d50\u679c\u304b\u3089\u56de\u7b54\u6848\u3092\u4f5c\u308a\u3001**\u6839\u62e0\uff08\u3069\u306e\u56de\u7b54\u30fb\u3069\u306e\u898f\u7a0b\u306e\u4f55\u6761\u304b\uff09\u3092\u6dfb\u3048\u308b**","**\u3010\u81ea\u52d5\u3011** \u56de\u7b54\u306e\u9bae\u5ea6\u3092\u5224\u5b9a\u3059\u308b\uff08\u6839\u62e0\u3068\u306a\u308b\u898f\u7a0b\u306e\u6539\u5b9a\u65e5\u3001\u904e\u53bb\u56de\u7b54\u306e\u65e5\u4ed8\uff09","**\u3010\u81ea\u52d5\u3011** 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\u63d0\u51fa\u3057\u305f\u56de\u7b54\u3092\u56de\u7b54\u53f0\u5e33\u306b\u767b\u9332\u3057\u3001\u6b21\u56de\u306e\u691c\u7d22\u5bfe\u8c61\u306b\u3059\u308b"],"architecture":"```\n\u53d6\u5f15\u5148\u304b\u3089\u5c4a\u3044\u305f\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\uff08Excel \/ Word \/ PDF\uff09\n \u2502\n \u25bc SharePoint \u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\n \u2502\n \u25bc\n\u8a2d\u554f\u306e\u62bd\u51fa\uff08\u8a2d\u554f\u756a\u53f7 \/ \u8a2d\u554f\u6587 \/ \u56de\u7b54\u5f62\u5f0f\uff09\n \u2502\n \u25bc\nAzure AI Search\uff08\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\uff0b\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30e9\u30f3\u30ab\u30fc\uff09\n \u2502 \u251c\u2500 \u30a4\u30f3\u30c7\u30c3\u30af\u30b91: \u904e\u53bb\u306e\u56de\u7b54\u53f0\u5e33\uff08\u8a2d\u554f\u6587\u30fb\u56de\u7b54\u30fb\u6839\u62e0\u30fb\u56de\u7b54\u65e5\uff09\n \u2502 \u2514\u2500 \u30a4\u30f3\u30c7\u30c3\u30af\u30b92: \u793e\u5185\u898f\u7a0b\u30fb\u624b\u9806\u66f8\uff08\u7ae0\u7acb\u3066\u5358\u4f4d\u306b\u5206\u5272\uff09\n \u2502\n \u25bc\nLLM API \u2500\u2500 \u56de\u7b54\u6848\u306e\u4f5c\u6210 \uff0b \u6839\u62e0\u306e\u660e\u793a \uff0b \u9bae\u5ea6\u306e\u5224\u5b9a\n \u2502\n \u25bc\n\u56de\u7b54\u6848\u306e\u4e00\u89a7\uff08\u8a2d\u554f \/ \u6848 \/ \u6839\u62e0 \/ \u9bae\u5ea6 \/ \u7167\u4f1a\u5148\uff09\u2500\u2500\u3010\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u3011\n \u2502\n \u251c\u2500\u2500\u25b6 \u8981\u7167\u4f1a\u306e\u8a2d\u554f\u3092\u95a2\u4fc2\u90e8\u9580\u3078\uff08Teams\uff09\n \u2502\n \u25bc\n\u63d0\u51fa \u2500\u2500 \u56de\u7b54\u53f0\u5e33\u3078\u767b\u9332\uff08\u6b21\u56de\u306e\u691c\u7d22\u5bfe\u8c61\u306b\u306a\u308b\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Azure AI Search | Amazon Kendra\u3001OpenSearch\u3001Google Vertex AI |\n| \u57cb\u3081\u8fbc\u307f | Azure OpenAI Service | Google Vertex AI |\n| \u751f\u6210AI | Claude API | OpenAI API\u3001Gemini API |\n| \u4fdd\u7ba1 | SharePoint | Box\u3001Google Drive |\n| \u56de\u7b54\u53f0\u5e33 | SharePoint \u30ea\u30b9\u30c8 | Google \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n\n**\u53d6\u5f15\u5148\u5be9\u67fb\u3078\u306e\u56de\u7b54\u3092\u652f\u63f4\u3059\u308bSaaS\uff08Trust Center \u3092\u4f5c\u308b\u3082\u306e\u3001\u56de\u7b54\u3092\u5171\u6709\u3059\u308b\u3082\u306e\uff09\u304c\u5b58\u5728\u3057\u307e\u3059\u3002** \u307e\u305a\u305d\u308c\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\u81ea\u524d\u3067\u7d44\u3080\u4fa1\u5024\u304c\u3042\u308b\u306e\u306f\u3001\u56de\u7b54\u306e\u6839\u62e0\u3092\u81ea\u793e\u306e\u898f\u7a0b\u4f53\u7cfb\u3068\u7d10\u3065\u3051\u3066\u7ba1\u7406\u3057\u305f\u3044\u5834\u5408\u3068\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4ee5\u5916\u306e\u8abf\u67fb\u7968\uff08CSR\u3001\u54c1\u8cea\u3001BCP\uff09\u3082\u540c\u3058\u4ed5\u7d44\u307f\u3067\u6271\u3044\u305f\u3044\u5834\u5408\u3067\u3059\u3002**\n\n**Azure AI Search \u3092\u9078\u3093\u3060\u306e\u306f\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3068\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3068\u3001\u305d\u306e\u7d50\u679c\u3092\u610f\u5473\u3067\u4e26\u3079\u66ff\u3048\u308b\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30e9\u30f3\u30ab\u30fc\u304c\u4f7f\u3048\u308b\u305f\u3081\u3067\u3059\u3002** \u8a2d\u554f\u306e\u8a00\u3044\u56de\u3057\u304c\u4f1a\u793e\u3054\u3068\u306b\u9055\u3046\u3053\u306e\u696d\u52d9\u3067\u306f\u3001**\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3060\u3051\u3067\u306f\u5f53\u305f\u3089\u305a\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3060\u3051\u3067\u306f\u300c\u6697\u53f7\u5316\u300d\u3068\u300c\u5fa9\u53f7\u300d\u306e\u3088\u3046\u306a\u8fd1\u3044\u6982\u5ff5\u3092\u53d6\u308a\u9055\u3048\u307e\u3059\u3002** \u4e21\u65b9\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**SharePoint\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u7f6e\u304b\u308c\u305f\u3053\u3068**\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002\u55b6\u696d\u304c\u53d7\u3051\u53d6\u3063\u305f\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u3092\u305d\u3053\u306b\u7f6e\u304f\u904b\u7528\u306b\u3057\u307e\u3059\u3002\n\n**\u53d7\u4ed8\u306e\u7a93\u53e3\u30921\u3064\u306b\u3059\u308b\u3053\u3068\u304c\u524d\u63d0\u3067\u3059\u3002** \u55b6\u696d\u304c\u500b\u5225\u306b\u30e1\u30fc\u30eb\u3067\u62c5\u5f53\u8005\u306b\u8ee2\u9001\u3057\u3066\u3044\u308b\u72b6\u614b\u3060\u3068\u3001\u51e6\u7406\u304c\u59cb\u307e\u308a\u307e\u305b\u3093\u3002**\u3053\u306e\u904b\u7528\u306e\u6574\u7406\u306f\u3001\u6280\u8853\u3088\u308a\u5148\u306b\u5fc5\u8981\u3067\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8 | \u53d6\u5f15\u5148\u306e\u69d8\u5f0f\uff08Excel \u304c\u6700\u591a\u3001Word\u30fbPDF \u3082\u3042\u308b\uff09 | SharePoint \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| **\u56de\u7b54\u53f0\u5e33** | \u904e\u53bb\u306e\u8a2d\u554f\u6587\u3001\u56de\u7b54\u3001\u56de\u7b54\u5f62\u5f0f\u3001\u6839\u62e0\u3001\u56de\u7b54\u65e5\u3001\u63d0\u51fa\u5148\u3001\u6709\u52b9\u671f\u9650 | \u904e\u53bb\u306eExcel\u304b\u3089\u4f5c\u308b\uff08**\u65b0\u3057\u304f\u4f5c\u308b**\uff09 |\n| \u793e\u5185\u898f\u7a0b | \u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u57fa\u672c\u65b9\u91dd\u3001\u5404\u7a2e\u898f\u7a0b\u3001\u904b\u7528\u624b\u9806\u66f8\u3001ISMS\u306e\u6587\u66f8 | \u6587\u66f8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff0fSharePoint |\n| \u898f\u7a0b\u306e\u6539\u5b9a\u5c65\u6b74 | \u5404\u6587\u66f8\u306e\u7248\u6570\u3068\u6539\u5b9a\u65e5 | \u6587\u66f8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u8a8d\u8a3c\u30fb\u76e3\u67fb\u306e\u53d6\u5f97\u72b6\u6cc1 | ISMS\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30de\u30fc\u30af\u3001\u5404\u7a2e\u76e3\u67fb\u5831\u544a\u66f8\u306e\u6709\u52b9\u671f\u9650 | \u54c1\u8cea\u7ba1\u7406\u90e8 |\n| \u7167\u4f1a\u5148\u306e\u5bfe\u5fdc\u8868 | \u8a2d\u554f\u306e\u5206\u91ce\u3054\u3068\u306e\u7167\u4f1a\u5148\u90e8\u9580\u3068\u62c5\u5f53\u8005 | \u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\uff08**\u65b0\u3057\u304f\u4f5c\u308b**\uff09 |\n| \u63d0\u51fa\u5c65\u6b74 | \u3069\u306e\u53d6\u5f15\u5148\u306b\u3001\u3044\u3064\u3001\u3069\u306e\u7248\u3067\u56de\u7b54\u3057\u305f\u304b | \u56de\u7b54\u53f0\u5e33 |\n\n**\u56de\u7b54\u53f0\u5e33\u306e\u4f5c\u308a\u65b9\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u6210\u5426\u3092\u6c7a\u3081\u307e\u3059\u3002** \u904e\u53bb400\u4ef6\u306eExcel\u3092\u305d\u306e\u307e\u307e\u691c\u7d22\u5bfe\u8c61\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**1\u884c1\u8a2d\u554f\u306b\u5206\u89e3\u3057\u3001\u6b21\u306e\u5217\u3092\u6301\u305f\u305b\u307e\u3059\u3002**\n\n| \u5217 | \u4f8b |\n|:--|:--|\n| \u8a2d\u554f\u6587 | \u9000\u8077\u8005\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306f\u901f\u3084\u304b\u306b\u524a\u9664\u3055\u308c\u307e\u3059\u304b |\n| \u56de\u7b54\u5f62\u5f0f | \u306f\u3044\uff0f\u3044\u3044\u3048\uff0f\u8a72\u5f53\u306a\u3057 |\n| \u56de\u7b54 | \u306f\u3044 |\n| \u88dc\u8db3 | \u9000\u8077\u65e5\u5f53\u65e5\u306b\u7121\u52b9\u5316\u3057\u300130\u65e5\u5f8c\u306b\u524a\u9664\u3057\u3066\u3044\u307e\u3059 |\n| **\u6839\u62e0\u6587\u66f8** | \u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u904b\u7528\u624b\u9806\u66f8 \u7b2c4\u7ae03\u7bc0 |\n| **\u6839\u62e0\u306e\u7248\u6570** | \u7b2c6\u7248\uff082026-04-01\u6539\u5b9a\uff09 |\n| \u56de\u7b54\u65e5 | 2026-05-12 |\n| \u63d0\u51fa\u5148 | \uff08\u793e\u540d\u306f\u4fdd\u6301\u3059\u308b\u304c\u691c\u7d22\u7d50\u679c\u306b\u306f\u51fa\u3055\u306a\u3044\uff09 |\n| **\u6709\u52b9\u671f\u9650** | 2027-04-01\uff08\u6839\u62e0\u6587\u66f8\u306e\u6b21\u56de\u6539\u5b9a\u4e88\u5b9a\uff09 |\n\n**\u300c\u6839\u62e0\u6587\u66f8\u300d\u3068\u300c\u7248\u6570\u300d\u3068\u300c\u6709\u52b9\u671f\u9650\u300d\u306e3\u5217\u304c\u306a\u3044\u3068\u3001\u3053\u306e\u69cb\u6210\u306f\u6a5f\u80fd\u3057\u307e\u305b\u3093\u3002** \u56de\u7b54\u3060\u3051\u3092\u691c\u7d22\u3067\u304d\u3066\u3082\u3001\u305d\u308c\u304c\u4eca\u3082\u6b63\u3057\u3044\u304b\u304c\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u7d50\u5c40\u898f\u7a0b\u3092\u8aad\u307f\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u8a2d\u554f\u306e\u62bd\u51fa\uff1a** \u69d8\u5f0f\u3054\u3068\u306b\u6271\u3044\u304c\u9055\u3044\u307e\u3059\u3002\n\n| \u5f62\u5f0f | \u62bd\u51fa\u306e\u65b9\u6cd5 | \u6ce8\u610f |\n|:--|:--|:--|\n| Excel | \u30b7\u30fc\u30c8\u3054\u3068\u306b\u3001\u8a2d\u554f\u756a\u53f7\u30fb\u8a2d\u554f\u6587\u30fb\u56de\u7b54\u6b04\u306e\u5217\u3092\u7279\u5b9a\u3059\u308b | **\u5217\u306e\u4f4d\u7f6e\u304c\u69d8\u5f0f\u3054\u3068\u306b\u9055\u3046\u3002** \u53d6\u5f15\u5148\u3054\u3068\u306e\u69d8\u5f0f\u3092\u899a\u3048\u3055\u305b\u308b\u304b\u3001\u898b\u51fa\u3057\u884c\u304b\u3089\u63a8\u5b9a\u3059\u308b |\n| Word | \u8868\u3068\u7b87\u6761\u66f8\u304d\u304b\u3089\u8a2d\u554f\u3092\u62fe\u3046 | \u8a2d\u554f\u756a\u53f7\u304c\u632f\u3089\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u3042\u308b |\n| PDF | \u30c6\u30ad\u30b9\u30c8\u5c64\u304c\u3042\u308c\u3070\u305d\u306e\u307e\u307e\u3002\u306a\u3051\u308c\u3070OCR | \u56de\u7b54\u6b04\u306e\u4f4d\u7f6e\u304c\u7279\u5b9a\u3057\u3065\u3089\u3044 |\n\n**Excel\u304c\u3082\u3063\u3068\u3082\u591a\u304f\u3001\u304b\u3064\u6271\u3044\u304c\u9762\u5012\u3067\u3059\u3002** 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\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3092\u4f7f\u3044\u307e\u3059\u3002\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\uff08BM25\uff09\u3068\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3092\u4e26\u884c\u3057\u3066\u5b9f\u884c\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u4e0a\u4f4d\u3092\u7d71\u5408\u3057\u305f\u7d50\u679c\u3092\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30e9\u30f3\u30ab\u30fc\u3067\u4e26\u3079\u66ff\u3048\u307e\u3059\u3002**\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30e9\u30f3\u30ab\u30fc\u306f\u3001\u7d71\u5408\u3055\u308c\u305f\u7d50\u679c\u306e\u4e0a\u4f4d50\u4ef6\u307e\u3067\u3092\u610f\u5473\u306b\u57fa\u3065\u3044\u3066\u518d\u63a1\u70b9\u3057\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u8a2d\u554f\u306e\u6b63\u898f\u5316** \u2026 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**\u91cd\u8907\u8a2d\u554f\u306e\u691c\u51fa** \u2026 1\u3064\u306e\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u306e\u4e2d\u3067\u3001\u540c\u3058\u3053\u3068\u3092\u9055\u3046\u8a00\u3044\u65b9\u3067\u805e\u3044\u3066\u3044\u308b\u8a2d\u554f\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u3068\u3081\u3066\u6271\u3048\u308b\u3088\u3046\u306b\u3057\u307e\u3059\n4. **\u6dfb\u4ed8\u8981\u6c42\u306e\u62bd\u51fa** \u2026 \u300cISMS\u8a8d\u8a3c\u66f8\u306e\u5199\u3057\u3092\u6dfb\u4ed8\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u3088\u3046\u306b\u3001\u6587\u66f8\u306e\u63d0\u51fa\u3092\u6c42\u3081\u308b\u8a2d\u554f\u3092\u5206\u3051\u307e\u3059\u3002**\u56de\u7b54\u6587\u3067\u306f\u306a\u304f\u3001\u6587\u66f8\u306e\u6e96\u5099\u304c\u5fc5\u8981\u3067\u3059**\n5. **\u898f\u7a0b\u306e\u6539\u5b9a\u65e5\u306e\u7a81\u5408** \u2026 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|\n|:--|:--|\n| \u8a2d\u554f\u306e\u610f\u56f3\u306e\u89e3\u91c8 | \u8a2d\u554f\u6587\u304c\u4f55\u3092\u805e\u3044\u3066\u3044\u308b\u304b\u3092\u3001\u5206\u91ce\u3068\u5177\u4f53\u7684\u306a\u8ad6\u70b9\u306b\u5206\u3051\u308b |\n| \u56de\u7b54\u6848\u306e\u4f5c\u6210 | \u691c\u7d22\u3067\u5f97\u305f\u904e\u53bb\u56de\u7b54\u3068\u898f\u7a0b\u304b\u3089\u3001\u4eca\u56de\u306e\u8a2d\u554f\u306b\u5408\u308f\u305b\u305f\u56de\u7b54\u6587\u3092\u4f5c\u308b |\n| \u6839\u62e0\u306e\u660e\u793a | \u3069\u306e\u904e\u53bb\u56de\u7b54\u30fb\u3069\u306e\u898f\u7a0b\u306e\u4f55\u7ae0\u306b\u57fa\u3065\u304f\u56de\u7b54\u304b\u3092\u793a\u3059 |\n| \u9bae\u5ea6\u306e\u6307\u6458 | \u6839\u62e0\u6587\u66f8\u304c\u6539\u5b9a\u3055\u308c\u3066\u3044\u308b\u3001\u904e\u53bb\u56de\u7b54\u304c\u53e4\u3044\u3001\u8a8d\u8a3c\u306e\u6709\u52b9\u671f\u9650\u304c\u8fd1\u3044\u3001\u3068\u3044\u3063\u305f\u70b9\u3092\u6319\u3052\u308b |\n| \u8981\u7167\u4f1a\u306e\u5224\u5b9a | 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|\n\n**\u300c\u6839\u62e0\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u8a2d\u554f\u306b\u3001\u305d\u308c\u3089\u3057\u3044\u56de\u7b54\u3092\u4f5c\u3089\u305b\u306a\u3044\u300d\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3082\u3063\u3068\u3082\u91cd\u8981\u3067\u3059\u3002**\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u306e\u8a2d\u554f\u306f\u3001**\u300c\u306f\u3044\u300d\u3068\u7b54\u3048\u308c\u3070\u901a\u308a\u3084\u3059\u3044**\u3068\u3044\u3046\u6027\u8cea\u304c\u3042\u308a\u307e\u3059\u3002LLM\u306b\u81ea\u7531\u306b\u66f8\u304b\u305b\u308b\u3068\u3001\u300c\u306f\u3044\u3001\u9069\u5207\u306b\u7ba1\u7406\u3057\u3066\u3044\u307e\u3059\u300d\u3068\u3044\u3046\u7121\u96e3\u306a\u56de\u7b54\u304c\u4e26\u3073\u307e\u3059\u3002**\u305d\u308c\u304c\u5b9f\u614b\u3068\u9055\u3048\u3070\u3001\u53d6\u5f15\u5148\u3078\u306e\u865a\u507d\u306e\u8aac\u660e\u306b\u306a\u308a\u307e\u3059\u3002** \u5951\u7d04\u4e0a\u306e\u8868\u660e\u4fdd\u8a3c\u306b\u95a2\u308f\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\n\n**\u6839\u62e0\u306e\u306a\u3044\u8a2d\u554f\u306f\u3001\u7a7a\u6b04\u306e\u307e\u307e\u300c\u8981\u7167\u4f1a\u300d\u306b\u56de\u3059**\u8a2d\u8a08\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u3001\u53d6\u5f15\u5148\u304b\u3089\u5c4a\u3044\u305f\u8abf\u67fb\u7968\u3078\u306e\u56de\u7b54\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u691c\u7d22\u3067\u5f97\u3089\u308c\u305f\u904e\u53bb\u306e\u56de\u7b54\u3068\u793e\u5185\u898f\u7a0b\u3060\u3051\u3092\u6839\u62e0\u306b\u3001\u56de\u7b54\u6848\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306b\u6839\u62e0\u304c\u306a\u3044\u8a2d\u554f\u306b\u306f\u3001\u56de\u7b54\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n answer \u3092 null \u306b\u3057\u3001status \u3092 \"needs_inquiry\" \u3068\u3057\u3066\u3001\n inquiry_to \u306b\u7167\u4f1a\u5148\u306e\u5019\u88dc\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n \u300c\u9069\u5207\u306b\u7ba1\u7406\u3057\u3066\u3044\u307e\u3059\u300d\u306e\u3088\u3046\u306a\u3001\u6839\u62e0\u306e\u306a\u3044\u4e00\u822c\u7684\u306a\u56de\u7b54\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u3059\u3079\u3066\u306e\u56de\u7b54\u306b\u3001\u6839\u62e0\u3092 evidence \u3068\u3057\u3066\u5fc5\u305a\u8a18\u8f09\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n \u904e\u53bb\u56de\u7b54\u306a\u3089\u56de\u7b54\u53f0\u5e33\u306eID\u3001\u898f\u7a0b\u306a\u3089\u6587\u66f8\u540d\u3068\u7ae0\u7bc0\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n \u6839\u62e0\u3092\u66f8\u3051\u306a\u3044\u56de\u7b54\u306f\u51fa\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u904e\u53bb\u306e\u56de\u7b54\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u3088\u3044\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n \u6839\u62e0\u6587\u66f8\u306e\u7248\u6570\u3068\u3001\u904e\u53bb\u56de\u7b54\u306e\u65e5\u4ed8\u3092 freshness \u306b\u8ee2\u8a18\u3059\u308b\u3060\u3051\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n \u300c\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u81ea\u793e\u304c\u5b9f\u65bd\u3057\u3066\u3044\u306a\u3044\u5bfe\u7b56\u306b\u3064\u3044\u3066\u3001\u300c\u5b9f\u65bd\u4e88\u5b9a\u300d\u300c\u691c\u8a0e\u4e2d\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n \u4e88\u5b9a\u306e\u6709\u7121\u306f\u3042\u306a\u305f\u306b\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002needs_inquiry \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9078\u629e\u5f0f\u306e\u8a2d\u554f\u3067\u306f\u3001\u9078\u629e\u80a2\u306e\u6587\u8a00\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n \u9078\u629e\u80a2\u306b\u306a\u3044\u7b54\u3048\u65b9\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6587\u66f8\u306e\u6dfb\u4ed8\u3092\u6c42\u3081\u308b\u8a2d\u554f\u306f\u3001\u56de\u7b54\u6587\u3092\u4f5c\u3089\u305a\u3001\n status \u3092 \"document_required\" \u3068\u3057\u3066\u3001\u5fc5\u8981\u306a\u6587\u66f8\u540d\u3092\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\n- \u540c\u3058\u8abf\u67fb\u7968\u306e\u4e2d\u3067\u77db\u76fe\u3059\u308b\u56de\u7b54\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u3001\n inconsistencies \u306b\u8a2d\u554f\u756a\u53f7\u306e\u7d44\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u4eca\u56de\u306e\u8a2d\u554f\u3011\n\u8a2d\u554f\u756a\u53f7: {question_no} \/ \u56de\u7b54\u5f62\u5f0f: {answer_type}\n\u8a2d\u554f\u6587: {question_text}\n\u9078\u629e\u80a2: {options}\n\n\u3010\u691c\u7d22\u3067\u898b\u3064\u304b\u3063\u305f\u904e\u53bb\u306e\u56de\u7b54\uff08\u4e0a\u4f4d5\u4ef6\uff09\u3011\n{past_answers}\n\n\u3010\u691c\u7d22\u3067\u898b\u3064\u304b\u3063\u305f\u793e\u5185\u898f\u7a0b\uff08\u4e0a\u4f4d5\u4ef6\uff09\u3011\n{policy_excerpts}\n\n\u3010\u6839\u62e0\u6587\u66f8\u306e\u73fe\u5728\u306e\u7248\u6570\u3011\n{document_versions}\n\n\u3010\u8a8d\u8a3c\u30fb\u76e3\u67fb\u306e\u53d6\u5f97\u72b6\u6cc1\u3068\u6709\u52b9\u671f\u9650\u3011\n{certifications}\n```\n\n**\u300c\u6839\u62e0\u306e\u306a\u3044\u4e00\u822c\u7684\u306a\u56de\u7b54\u3092\u66f8\u304b\u306a\u3044\u300d\u306e1\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5b89\u5168\u88c5\u7f6e\u3067\u3059\u3002** \u3053\u308c\u3092\u66f8\u304b\u306a\u3044\u3068\u3001120\u554f\u306e\u3046\u3061100\u554f\u304c\u300c\u306f\u3044\u3001\u9069\u5207\u306b\u7ba1\u7406\u3057\u3066\u3044\u307e\u3059\u300d\u3067\u57cb\u307e\u308a\u307e\u3059\u3002**\u305d\u3057\u3066\u62c5\u5f53\u8005\u306f\u3001\u305d\u306e\u3046\u3061\u3069\u308c\u304c\u6839\u62e0\u306b\u57fa\u3065\u304f\u3082\u306e\u304b\u3092\u898b\u5206\u3051\u3089\u308c\u307e\u305b\u3093\u3002**\n\n**\u300c\u904e\u53bb\u306e\u56de\u7b54\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u3088\u3044\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u300d\u3082\u5916\u305b\u307e\u305b\u3093\u3002** \u9bae\u5ea6\u306e\u5224\u65ad\u306f\u3001\u898f\u7a0b\u306e\u6539\u5b9a\u5185\u5bb9\u3092\u8aad\u3093\u3067\u884c\u3046\u3082\u306e\u3067\u3059\u3002LLM\u306b\u300c\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u304b\u305b\u308b\u3068\u3001\u78ba\u8a8d\u304c\u7701\u304b\u308c\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n```json\n{\n \"questionnaire_id\": \"\",\n \"answers\": [\n {\n \"question_no\": \"\",\n \"question_text\": \"\",\n \"answer_type\": \"choice | free_text | document\",\n \"status\": \"drafted | needs_inquiry | document_required\",\n \"answer\": \"\",\n \"supplement\": \"\",\n \"evidence\": [\n {\n \"type\": \"past_answer | policy\",\n \"reference\": \"\",\n \"version\": \"\",\n \"excerpt\": \"\"\n }\n ],\n \"freshness\": {\n \"policy_revised_after_last_answer\": false,\n \"last_answered_date\": \"\",\n \"current_document_version\": \"\",\n \"certification_expiry\": \"\"\n },\n \"inquiry_to\": \"\",\n \"confidence\": \"high | medium | low\"\n }\n ],\n \"inconsistencies\": [],\n \"documents_to_attach\": [],\n \"summary\": {\n \"total_questions\": 0,\n \"drafted\": 0,\n \"needs_inquiry\": 0,\n \"document_required\": 0,\n \"stale_evidence\": 0\n }\n}\n```\n\n**`freshness.policy_revised_after_last_answer` \u304c true \u306e\u56de\u7b54\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3082\u3063\u3068\u3082\u6ce8\u610f\u3059\u3079\u304d\u3082\u306e\u3067\u3059\u3002** \u904e\u53bb\u306b\u56de\u7b54\u3057\u305f\u3042\u3068\u3067\u6839\u62e0\u306e\u898f\u7a0b\u304c\u6539\u5b9a\u3055\u308c\u3066\u3044\u308b\u3001\u3068\u3044\u3046\u610f\u5473\u3067\u3059\u3002**\u56de\u7b54\u6587\u306f\u51fa\u307e\u3059\u304c\u3001\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002**\n\n`summary` \u306e\u6570\u5b57\u3092\u6700\u521d\u306b\u898b\u308b\u3053\u3068\u3067\u3001\u62c5\u5f53\u8005\u306f\u4f5c\u696d\u91cf\u3092\u898b\u7a4d\u3082\u308c\u307e\u3059\u3002\u300c120\u554f\u4e2d\u300190\u554f\u304c\u6848\u3042\u308a\u300120\u554f\u304c\u8981\u7167\u4f1a\u300110\u554f\u304c\u6587\u66f8\u6dfb\u4ed8\u300d\u3068\u5206\u304b\u308c\u3070\u3001**\u8981\u7167\u4f1a\u306e20\u554f\u3092\u5148\u306b\u95a2\u4fc2\u90e8\u9580\u3078\u6295\u3052\u3066\u304b\u3089\u300190\u554f\u306e\u78ba\u8a8d\u306b\u5165\u308c\u307e\u3059\u3002**\n\n\u306a\u304a\u3001Claude API \u306b\u306f\u51fa\u529b\u3092JSON\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u308f\u305b\u308b**\u69cb\u9020\u5316\u51fa\u529b**\u306e\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\uff082026-09-15\u6642\u70b9\u3067\u306f\u30d9\u30fc\u30bf\u6a5f\u80fd\u3068\u3057\u3066\u63d0\u4f9b\uff09\u3002\u8a2d\u554f\u3054\u3068\u306b\u540c\u3058\u5f62\u3067\u8fd4\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3001\u5229\u7528\u3067\u304d\u308b\u3068\u5b89\u5168\u3067\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u3050\u5148 | \u5185\u5bb9 |\n|:--|:--|\n| SharePoint | \u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u306e\u53d7\u4ed8\u3068\u4fdd\u7ba1 |\n| Azure AI Search | \u56de\u7b54\u53f0\u5e33\u3068\u793e\u5185\u898f\u7a0b\u306e\u691c\u7d22 |\n| \u6587\u66f8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08\u8aad\u307f\u53d6\u308a\uff09 | \u898f\u7a0b\u306e\u73fe\u5728\u306e\u7248\u6570\u3068\u6539\u5b9a\u65e5\u3092\u53d6\u5f97\u3059\u308b |\n| Teams | \u8981\u7167\u4f1a\u306e\u8a2d\u554f\u3092\u3001\u5206\u91ce\u3054\u3068\u306b\u95a2\u4fc2\u90e8\u9580\u3078\u6295\u3052\u308b |\n| \u56de\u7b54\u53f0\u5e33\uff08\u66f8\u304d\u8fbc\u307f\uff09 | \u63d0\u51fa\u3057\u305f\u56de\u7b54\u3092\u767b\u9332\u3059\u308b\uff08**\u63d0\u51fa\u5f8c\u306e\u307f**\uff09 |\n| Excel \/ Word | \u53d6\u5f15\u5148\u306e\u69d8\u5f0f\u306b\u56de\u7b54\u3092\u66f8\u304d\u623b\u3059 |\n\n**\u56de\u7b54\u53f0\u5e33\u3078\u306e\u767b\u9332\u306f\u3001\u63d0\u51fa\u5f8c\u306b\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u6848\u306e\u6bb5\u968e\u3067\u767b\u9332\u3059\u308b\u3068\u3001\u78ba\u5b9a\u3057\u3066\u3044\u306a\u3044\u56de\u7b54\u304c\u6b21\u56de\u306e\u691c\u7d22\u3067\u51fa\u3066\u304d\u307e\u3059\u3002**\u8aa4\u3063\u305f\u56de\u7b54\u304c\u81ea\u5df1\u5897\u6b96\u3057\u307e\u3059\u3002**\n\n**\u53d6\u5f15\u5148\u306e\u69d8\u5f0f\u3078\u306e\u66f8\u304d\u623b\u3057\u306f\u3001\u6a5f\u68b0\u7684\u306b\u884c\u3046\u3068\u5d29\u308c\u307e\u3059\u3002** \u7d50\u5408\u30bb\u30eb\u3001\u5165\u529b\u898f\u5247\u3001\u66f8\u5f0f\u304c\u8a2d\u5b9a\u3055\u308c\u305fExcel\u306b\u5024\u3092\u5165\u308c\u308b\u3068\u3001\u69d8\u5f0f\u304c\u58ca\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u4e0a\u4f4d20\u793e\u306e\u69d8\u5f0f\u306b\u3064\u3044\u3066\u306f\u500b\u5225\u306b\u5bfe\u5fdc\u3057\u3001\u305d\u308c\u4ee5\u5916\u306f\u4e00\u89a7\u3092\u51fa\u3057\u3066\u4eba\u304c\u8ee2\u8a18\u3059\u308b\u904b\u7528\u306e\u307b\u3046\u304c\u78ba\u5b9f\u3067\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5168\u8a2d\u554f\u3092\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002\u81ea\u52d5\u63d0\u51fa\u306f\u3057\u307e\u305b\u3093\u3002**\n\n\u78ba\u8a8d\u306e\u91cd\u3055\u3092\u5206\u3051\u307e\u3059\u3002\n\n| \u533a\u5206 | \u6761\u4ef6 | \u78ba\u8a8d\u306e\u5185\u5bb9 |\n|:--|:--|:--|\n| \u91cd\u70b9\u78ba\u8a8d | `freshness.policy_revised_after_last_answer` \u304c true | **\u898f\u7a0b\u306e\u6539\u5b9a\u5185\u5bb9\u3092\u8aad\u307f\u3001\u56de\u7b54\u304c\u4eca\u306e\u5b9f\u614b\u3068\u5408\u3046\u304b\u3092\u78ba\u304b\u3081\u308b** |\n| \u91cd\u70b9\u78ba\u8a8d | `confidence: low` | \u6839\u62e0\u304c\u5f31\u3044\u3002\u898f\u7a0b\u3092\u76f4\u63a5\u8aad\u3080 |\n| \u91cd\u70b9\u78ba\u8a8d | `certification_expiry` \u304c6\u304b\u6708\u4ee5\u5185 | \u8a8d\u8a3c\u306e\u66f4\u65b0\u72b6\u6cc1\u3092\u78ba\u8a8d\u3059\u308b |\n| \u901a\u5e38\u78ba\u8a8d | `status: drafted` \u304b\u3064\u9bae\u5ea6\u306b\u554f\u984c\u306a\u3057 | \u6839\u62e0\u3068\u56de\u7b54\u6587\u3092\u3056\u3063\u3068\u898b\u308b |\n| \u7167\u4f1a | `status: needs_inquiry` | \u95a2\u4fc2\u90e8\u9580\u306b\u6295\u3052\u308b |\n| \u6e96\u5099 | `status: document_required` | \u6587\u66f8\u3092\u7528\u610f\u3059\u308b\u3002**\u6709\u52b9\u671f\u9650\u3092\u78ba\u8a8d\u3059\u308b** |\n\n**\u4e0a\u9577\u306e\u78ba\u8a8d\u3082\u5fc5\u305a\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002** \u53d6\u5f15\u5148\u3078\u306e\u56de\u7b54\u306f\u3001\u81ea\u793e\u306e\u5bfe\u7b56\u72b6\u6cc1\u306e\u8868\u660e\u3067\u3059\u3002**\u8aa4\u3063\u305f\u56de\u7b54\u306f\u3001\u5951\u7d04\u4e0a\u306e\u554f\u984c\u306b\u306a\u308a\u5f97\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u6839\u62e0\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u8a2d\u554f | \u56de\u7b54\u3092\u4f5c\u3089\u305a `needs_inquiry` \u306b\u3059\u308b\u3002**\u305d\u308c\u3089\u3057\u3044\u56de\u7b54\u3092\u4f5c\u3089\u305b\u306a\u3044** |\n| \u6839\u62e0\u306e\u898f\u7a0b\u304c\u6539\u5b9a\u3055\u308c\u3066\u3044\u308b | \u56de\u7b54\u6848\u306f\u51fa\u3059\u304c\u3001`policy_revised_after_last_answer` \u3092\u7acb\u3066\u3066\u91cd\u70b9\u78ba\u8a8d\u306b\u56de\u3059 |\n| \u81ea\u793e\u304c\u5b9f\u65bd\u3057\u3066\u3044\u306a\u3044\u5bfe\u7b56\u3092\u805e\u304b\u308c\u305f | \u300c\u5b9f\u65bd\u3057\u3066\u3044\u306a\u3044\u300d\u3068\u6b63\u76f4\u306b\u7b54\u3048\u308b\u3002**\u300c\u5b9f\u65bd\u4e88\u5b9a\u300d\u3068\u66f8\u304b\u305b\u306a\u3044**\uff08\u4e88\u5b9a\u306e\u6709\u7121\u306f\u62c5\u5f53\u8005\u304c\u5224\u65ad\u3059\u308b\uff09 |\n| \u9078\u629e\u80a2\u306b\u306a\u3044\u7b54\u3048\u306b\u306a\u308b | \u9078\u629e\u80a2\u306e\u4e2d\u304b\u3089\u9078\u3070\u305b\u3001\u88dc\u8db3\u6b04\u306b\u4e8b\u60c5\u3092\u66f8\u304f\u3002**\u9078\u629e\u80a2\u3092\u52dd\u624b\u306b\u4f5c\u3089\u306a\u3044** |\n| \u540c\u3058\u8abf\u67fb\u7968\u5185\u3067\u77db\u76fe\u3059\u308b\u56de\u7b54 | `inconsistencies` \u306b\u6319\u3052\u3001\u4eba\u304c\u6574\u5408\u3055\u305b\u308b |\n| \u8a2d\u554f\u304c\u81ea\u793e\u306e\u4e8b\u696d\u306b\u8a72\u5f53\u3057\u306a\u3044 | \u300c\u8a72\u5f53\u306a\u3057\u300d\u306e\u9078\u629e\u80a2\u304c\u3042\u308c\u3070\u305d\u308c\u3092\u9078\u3076\u3002\u306a\u3051\u308c\u3070 `needs_inquiry` \u306b\u3059\u308b |\n| Excel\u306e\u69d8\u5f0f\u304c\u7279\u6b8a\u3067\u8a2d\u554f\u304c\u62bd\u51fa\u3067\u304d\u306a\u3044 | \u62bd\u51fa\u3067\u304d\u305f\u5206\u3060\u3051\u51e6\u7406\u3057\u3001\u6b8b\u308a\u3092\u4eba\u304c\u624b\u3067\u5165\u308c\u308b\u3002**\u62bd\u51fa\u3067\u304d\u306a\u304b\u3063\u305f\u8a2d\u554f\u3092\u660e\u793a\u3059\u308b** |\n| \u6dfb\u4ed8\u3092\u6c42\u3081\u3089\u308c\u305f\u6587\u66f8\u306e\u6709\u52b9\u671f\u9650\u304c\u5207\u308c\u3066\u3044\u308b | `document_required` \u306b\u6709\u52b9\u671f\u9650\u3092\u6dfb\u3048\u3066\u6319\u3052\u308b |\n| \u904e\u53bb\u306e\u56de\u7b54\u304c\u53d6\u5f15\u5148\u3054\u3068\u306b\u9055\u3063\u3066\u3044\u308b | \u4e21\u65b9\u3092\u63d0\u793a\u3057\u3001\u306a\u305c\u9055\u3046\u304b\u3092\u4eba\u304c\u78ba\u8a8d\u3059\u308b\u3002**\u81ea\u52d5\u3067\u3069\u3061\u3089\u304b\u3092\u9078\u3070\u306a\u3044** |\n| \u63d0\u51fa\u671f\u9650\u304c\u8fd1\u3044 | `needs_inquiry` \u306e\u8a2d\u554f\u3092\u5148\u306b\u51fa\u3059\u3002\u7167\u4f1a\u306e\u5f85\u3061\u6642\u9593\u304c\u5f8b\u901f\u306b\u306a\u308b |\n| \u53d6\u5f15\u5148\u306e\u793e\u540d\u304c\u56de\u7b54\u53f0\u5e33\u304b\u3089\u6f0f\u308c\u308b | \u691c\u7d22\u7d50\u679c\u306b\u63d0\u51fa\u5148\u3092\u51fa\u3055\u306a\u3044\u8a2d\u8a08\u306b\u3059\u308b\uff08\u5f8c\u8ff0\uff09 |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u53d7\u9818\u3057\u305f\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u306e\u539f\u672c\n- \u62bd\u51fa\u3057\u305f\u8a2d\u554f\u3068\u3001\u62bd\u51fa\u3067\u304d\u306a\u304b\u3063\u305f\u8a2d\u554f\n- \u56de\u7b54\u6848\u3068\u3001\u305d\u306e\u6839\u62e0\u30fb\u9bae\u5ea6\u306e\u5224\u5b9a\n- **\u62c5\u5f53\u8005\u304c\u4fee\u6b63\u3057\u305f\u56de\u7b54\u3068\u3001\u4fee\u6b63\u524d\u5f8c**\n- \u95a2\u4fc2\u90e8\u9580\u3078\u306e\u7167\u4f1a\u3068\u3001\u305d\u306e\u56de\u7b54\n- \u4e0a\u9577\u306e\u78ba\u8a8d\u8a18\u9332\n- \u63d0\u51fa\u3057\u305f\u6700\u7d42\u7248\u3068\u63d0\u51fa\u65e5\n- \u56de\u7b54\u53f0\u5e33\u3078\u306e\u767b\u9332\u5185\u5bb9\n\n**\u300c\u62c5\u5f53\u8005\u304c\u4fee\u6b63\u3057\u305f\u56de\u7b54\u3068\u3001\u4fee\u6b63\u524d\u5f8c\u300d\u304c\u8cc7\u7523\u306b\u306a\u308a\u307e\u3059\u3002** \u300c\u3053\u306e\u8a2d\u554f\u306f\u6bce\u56de\u66f8\u304d\u76f4\u3057\u3066\u3044\u308b\u300d\u304c\u898b\u3048\u308c\u3070\u3001**\u56de\u7b54\u53f0\u5e33\u306e\u8a18\u8ff0\u3092\u76f4\u3059\u3079\u304d\u7b87\u6240\u304c\u5206\u304b\u308a\u307e\u3059\u3002** \u4fee\u6b63\u304c\u6e1b\u3063\u3066\u3044\u304f\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u304c\u80b2\u3063\u3066\u3044\u308b\u8a3c\u62e0\u3067\u3059\u3002\n\n**\u56de\u7b54\u53f0\u5e33\u306b\u63d0\u51fa\u5148\u306e\u793e\u540d\u3092\u6301\u3064\u5834\u5408\u3001\u691c\u7d22\u7d50\u679c\u306b\u306f\u51fa\u3055\u306a\u3044\u8a2d\u8a08\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u300cA\u793e\u306b\u306f\u3053\u3046\u7b54\u3048\u305f\u300d\u3068\u3044\u3046\u60c5\u5831\u304c\u3001\u4ed6\u793e\u3078\u306e\u56de\u7b54\u3092\u4f5c\u308b\u3068\u304d\u306b\u753b\u9762\u306b\u51fa\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u53d6\u5f15\u5148\u3068\u306e\u79d8\u5bc6\u4fdd\u6301\u306e\u89b3\u70b9\u304b\u3089\u3082\u3001\u5206\u3051\u3066\u304a\u304f\u306e\u304c\u5b89\u5168\u3067\u3059\u3002**","minimal_setup":"1. \u904e\u53bb\u306e\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c810\u4ef6\u304b\u3089\u3001**\u8a2d\u554f\u3068\u56de\u7b54\u30921\u884c1\u8a2d\u554f\u306b\u5206\u89e3**\u3057\u3066\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u3059\u308b\uff081,000\u301c1,200\u884c\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\uff09\n2. \u5404\u884c\u306b\u3001\u6839\u62e0\u3068\u306a\u308b\u898f\u7a0b\u540d\u3068\u7ae0\u7bc0\u3092\u624b\u3067\u5165\u308c\u308b\uff08**\u5206\u304b\u308b\u3082\u306e\u3060\u3051\u3067\u3088\u3044**\uff09\n3. \u76f4\u8fd1\u306b\u5c4a\u3044\u305f\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c81\u4ef6\u3092\u7528\u610f\u3059\u308b\n4. \u751f\u6210AI\u306b\u3001\u5206\u89e3\u3057\u305f\u904e\u53bb\u56de\u7b54\u3068\u793e\u5185\u898f\u7a0b\u306e\u4e3b\u8981\u90e8\u5206\u3092\u6e21\u3057\u3001\u4eca\u56de\u306e\u8a2d\u554f\u306b\u5bfe\u3059\u308b\u56de\u7b54\u6848\u3092\u4f5c\u3089\u305b\u308b\n5. **\u62c5\u5f53\u8005\u304c\u5b9f\u969b\u306b\u4f5c\u3063\u305f\u56de\u7b54\u3068\u6bd4\u3079\u308b**\n\n\u898b\u308b\u306e\u306f\u6b21\u306e4\u70b9\u3067\u3059\u3002\n\n| \u898b\u308b\u70b9 | \u5224\u65ad |\n|:--|:--|\n| \u904e\u53bb\u306b\u7b54\u3048\u305f\u3053\u3068\u306e\u3042\u308b\u8a2d\u554f\u3092\u3001\u8a00\u3044\u56de\u3057\u304c\u9055\u3063\u3066\u3082\u62fe\u3048\u305f\u304b | \u62fe\u3048\u308c\u3070\u691c\u7d22\u306e\u4fa1\u5024\u304c\u3042\u308b |\n| **\u6839\u62e0\u306e\u306a\u3044\u8a2d\u554f\u306b\u3001\u305d\u308c\u3089\u3057\u3044\u56de\u7b54\u3092\u4f5c\u3063\u3066\u3044\u306a\u3044\u304b** | **\u4f5c\u3063\u3066\u3044\u305f\u3089\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5f37\u3081\u308b\u3002\u3053\u3053\u304c\u6700\u91cd\u8981** |\n| \u6839\u62e0\u3068\u3057\u3066\u6319\u3052\u305f\u898f\u7a0b\u306e\u7ae0\u7bc0\u304c\u6b63\u3057\u3044\u304b | \u8aa4\u3063\u3066\u3044\u308c\u3070\u3001\u898f\u7a0b\u306e\u5206\u5272\u306e\u4ed5\u65b9\u3092\u898b\u76f4\u3059 |\n| \u9bae\u5ea6\u306e\u60c5\u5831\uff08\u7248\u6570\u30fb\u56de\u7b54\u65e5\uff09\u304c\u51fa\u3066\u3044\u308b\u304b | \u51fa\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u53f0\u5e33\u306e\u5217\u304c\u8db3\u308a\u306a\u3044 |\n\n**1\u306e\u30b9\u30c6\u30c3\u30d7\uff081\u884c1\u8a2d\u554f\u3078\u306e\u5206\u89e3\uff09\u304c\u3001\u3053\u306e\u8a66\u884c\u3067\u3082\u3063\u3068\u3082\u6642\u9593\u306e\u304b\u304b\u308b\u4f5c\u696d\u3067\u3059\u3002** 10\u4ef6\u3067\u3082\u534a\u65e5\u304b\u304b\u308a\u307e\u3059\u3002**\u3057\u304b\u3057\u3053\u308c\u304c\u56de\u7b54\u53f0\u5e33\u306e\u539f\u578b\u3067\u3042\u308a\u3001\u3053\u306e\u69cb\u6210\u306e\u672c\u4f53\u3067\u3059\u3002** AI\u306e\u8a2d\u5b9a\u3088\u308a\u5148\u306b\u3001\u3053\u3053\u306b\u6642\u9593\u3092\u304b\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n\n**\u6839\u62e0\u306e\u5217\u306f\u3001\u5206\u304b\u308b\u3082\u306e\u3060\u3051\u3067\u69cb\u3044\u307e\u305b\u3093\u3002** \u7a7a\u6b04\u304c\u591a\u304f\u3066\u3082\u3001\u691c\u7d22\u306e\u52b9\u304d\u76ee\u306f\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002\u7a7a\u6b04\u306e\u8a2d\u554f\u304c `needs_inquiry` \u306b\u56de\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u308c\u3070\u3001\u8a2d\u8a08\u3068\u3057\u3066\u306f\u6b63\u3057\u304f\u52d5\u3044\u3066\u3044\u307e\u3059\u3002","minimal_setup_short":"\u904e\u53bb\u56de\u7b54\u30921\u884c1\u8a2d\u554f\u306b\u5206\u89e3\u3057\u3001\u751f\u6210AI\u306b\u6e21\u3057\u3066\u56de\u7b54\u6848\u3092\u4f5c\u308b \uff0f \u56de\u7b54\u6848","semi_auto_setup":"\u56de\u7b54\u53f0\u5e33\u3068\u898f\u7a0b\u3092\u691c\u7d22\u57fa\u76e4\u306b\u8f09\u305b\u3001\u8a2d\u554f\u306e\u62bd\u51fa\u304b\u3089\u56de\u7b54\u6848\u30fb\u6839\u62e0\u30fb\u9bae\u5ea6\u5224\u5b9a\u307e\u3067\u3092\u81ea\u52d5\u5316\u3059\u308b \uff0f \u62bd\u51fa\u30fb\u691c\u7d22\u30fb\u6848\u30fb\u9bae\u5ea6","full_setup":"\u4e0a\u8a18\uff0b\u8981\u7167\u4f1a\u306e\u8a2d\u554f\u306e\u81ea\u52d5\u632f\u308a\u5206\u3051\uff0b\u77db\u76fe\u306e\u691c\u51fa\uff0b\u69d8\u5f0f\u3078\u306e\u66f8\u304d\u623b\u3057\uff0b\u56de\u7b54\u53f0\u5e33\u3078\u306e\u81ea\u52d5\u767b\u9332 \uff0f \u5224\u65ad\u3068\u7167\u4f1a\u4ee5\u5916\u306e\u3059\u3079\u3066","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u52b9\u679c\u306e\u5927\u534a\u304c\u51fa\u307e\u3059\u3002** 150\u5206\u304c60\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002\u691c\u7d22\u306e60\u5206\u304c\u307b\u307c\u6d88\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u672c\u683c\u69cb\u6210\u306b\u3059\u308b\u306845\u5206\u7a0b\u5ea6\u3067\u3059\u304c\u3001**\u672c\u683c\u69cb\u6210\u306e\u4fa1\u5024\u306f\u6642\u9593\u3088\u308a\u300c\u8981\u7167\u4f1a\u304c\u65e9\u304f\u95a2\u4fc2\u90e8\u9580\u306b\u5c4a\u304f\u3053\u3068\u300d\u3068\u300c\u53f0\u5e33\u304c\u81ea\u52d5\u3067\u80b2\u3064\u3053\u3068\u300d\u306b\u3042\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| **\u6839\u62e0\u306e\u306a\u3044\u8a2d\u554f\u306b\u3001\u305d\u308c\u3089\u3057\u3044\u56de\u7b54\u304c\u4f5c\u3089\u308c\u308b** | \u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u660e\u78ba\u306b\u7981\u6b62\u3059\u308b\u3002`evidence` \u304c\u7a7a\u306e\u56de\u7b54\u3092\u6a5f\u68b0\u7684\u306b\u843d\u3068\u3059\u3002**\u6700\u91cd\u8981** |\n| \u904e\u53bb\u306e\u56de\u7b54\u304c\u53e4\u3044\u307e\u307e\u4f7f\u308f\u308c\u308b | \u6839\u62e0\u6587\u66f8\u306e\u7248\u6570\u3068\u56de\u7b54\u65e5\u3092\u5fc5\u305a\u51fa\u3059\u3002\u6539\u5b9a\u5f8c\u306e\u3082\u306e\u3092\u91cd\u70b9\u78ba\u8a8d\u306b\u56de\u3059 |\n| \u6587\u5b57\u5217\u691c\u7d22\u3067\u306f\u904e\u53bb\u56de\u7b54\u304c\u5f53\u305f\u3089\u306a\u3044 | \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3068\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30e9\u30f3\u30ab\u30fc\u3092\u4f7f\u3046\u3002\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3060\u3051\u306b\u3057\u306a\u3044 |\n| \u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3060\u3051\u306b\u3057\u3066\u3001\u8fd1\u3044\u6982\u5ff5\u3092\u53d6\u308a\u9055\u3048\u308b | \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u306b\u3059\u308b\u3002\u300c\u6697\u53f7\u5316\u300d\u3068\u300c\u5fa9\u53f7\u300d\u3001\u300c\u524a\u9664\u300d\u3068\u300c\u7121\u52b9\u5316\u300d\u306f\u610f\u5473\u304c\u8fd1\u3044\u304c\u7b54\u3048\u304c\u9055\u3046 |\n| \u898f\u7a0b\u3092\u6587\u66f8\u307e\u308b\u3054\u3068\u767b\u9332\u3059\u308b | \u7ae0\u7acb\u3066\u306e\u5358\u4f4d\u306b\u5206\u5272\u3059\u308b\u3002\u8a72\u5f53\u7b87\u6240\u304c\u793a\u305b\u306a\u3044\u3068\u6839\u62e0\u306b\u306a\u3089\u306a\u3044 |\n| Excel\u306e\u69d8\u5f0f\u304c\u5d29\u308c\u308b | \u4e0a\u4f4d20\u793e\u306e\u69d8\u5f0f\u306b\u500b\u5225\u5bfe\u5fdc\u3059\u308b\u3002\u305d\u308c\u4ee5\u5916\u306f\u4e00\u89a7\u3092\u51fa\u3057\u3066\u4eba\u304c\u8ee2\u8a18\u3059\u308b |\n| \u300c\u5b9f\u65bd\u4e88\u5b9a\u300d\u3068\u66f8\u304b\u308c\u308b | \u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u7981\u6b62\u3059\u308b\u3002\u4e88\u5b9a\u306e\u6709\u7121\u306f\u62c5\u5f53\u8005\u304c\u5224\u65ad\u3059\u308b |\n| \u9078\u629e\u80a2\u306b\u306a\u3044\u7b54\u3048\u304c\u4f5c\u3089\u308c\u308b | \u9078\u629e\u80a2\u3092\u6e21\u3057\u3001\u305d\u306e\u4e2d\u304b\u3089\u9078\u3070\u305b\u308b |\n| \u63d0\u51fa\u524d\u306e\u6848\u304c\u56de\u7b54\u53f0\u5e33\u306b\u767b\u9332\u3055\u308c\u308b | \u767b\u9332\u306f\u63d0\u51fa\u5f8c\u306b\u9650\u308b |\n| \u56de\u7b54\u53f0\u5e33\u306b\u53d6\u5f15\u5148\u306e\u793e\u540d\u304c\u6b8b\u308a\u3001\u691c\u7d22\u7d50\u679c\u306b\u51fa\u308b | \u63d0\u51fa\u5148\u306f\u53f0\u5e33\u306b\u6301\u3064\u304c\u3001\u691c\u7d22\u5bfe\u8c61\u30fb\u8868\u793a\u5bfe\u8c61\u304b\u3089\u5916\u3059 |\n| \u8981\u7167\u4f1a\u306e\u8a2d\u554f\u304c\u671f\u9650\u76f4\u524d\u307e\u3067\u653e\u7f6e\u3055\u308c\u308b | `needs_inquiry` \u3092\u6700\u521d\u306b\u95a2\u4fc2\u90e8\u9580\u3078\u6295\u3052\u308b\u904b\u7528\u306b\u3059\u308b |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u81ea\u793e\u306e\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306e\u5185\u5bb9\u3001\u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u3001\u898f\u7a0b\u3001\u53d6\u5f15\u5148\u306e\u793e\u540d\u3002**\u300c\u81ea\u793e\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306e\u5168\u5bb9\u300d\u306f\u3001\u653b\u6483\u8005\u306b\u3068\u3063\u3066\u3082\u3063\u3068\u3082\u4fa1\u5024\u306e\u3042\u308b\u60c5\u5831\u3067\u3059\u3002**\n\n1. **\u56de\u7b54\u53f0\u5e33\u306e\u6a5f\u5bc6\u5ea6** \u2026 \u56de\u7b54\u53f0\u5e33\u306b\u306f\u3001\u81ea\u793e\u304c\u3069\u306e\u5bfe\u7b56\u3092\u5b9f\u65bd\u3057\u3001\u3069\u308c\u3092\u5b9f\u65bd\u3057\u3066\u3044\u306a\u3044\u304b\u304c\u96c6\u7d04\u3055\u308c\u307e\u3059\u3002**\u3053\u308c\u306f\u793e\u5185\u3067\u3082\u9650\u3089\u308c\u305f\u7bc4\u56f2\u3067\u306e\u307f\u95b2\u89a7\u3067\u304d\u308b\u3079\u304d\u60c5\u5831\u3067\u3059\u3002** \u691c\u7d22\u57fa\u76e4\u306b\u8f09\u305b\u308b\u4ee5\u4e0a\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3092\u5fc5\u305a\u8a2d\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002Azure AI Search \u306b\u306f\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u6642\u306e\u6a29\u9650\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u5f15\u304d\u7d99\u3050\u4ed5\u7d44\u307f\u3084\u3001\u30af\u30a8\u30ea\u6642\u306e\u30d5\u30a3\u30eb\u30bf\u306b\u3088\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30c8\u30ea\u30df\u30f3\u30b0\u3001\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u3088\u308b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u96e2\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\n2. **\u5916\u90e8AI\u3078\u306e\u5165\u529b\u53ef\u5426** \u2026 \u81ea\u793e\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306e\u8a73\u7d30\u3092LLM\u306b\u9001\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u81ea\u793e\u306e\u60c5\u5831\u7ba1\u7406\u898f\u7a0b\u3067\u3001\u3053\u306e\u7a2e\u306e\u60c5\u5831\u306e\u5916\u90e8\u9001\u4fe1\u304c\u8a31\u3055\u308c\u308b\u304b\u3092\u5fc5\u305a\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u8a31\u3055\u308c\u306a\u3044\u5834\u5408\u306f\u3001\u30c6\u30ca\u30f3\u30c8\u5185\u3067\u51e6\u7406\u304c\u5b8c\u7d50\u3059\u308b\u69cb\u6210\u3092\u9078\u3073\u307e\u3059\n3. **\u53d6\u5f15\u5148\u306e\u793e\u540d** \u2026 \u56de\u7b54\u53f0\u5e33\u306b\u63d0\u51fa\u5148\u3092\u6301\u3064\u5834\u5408\u3001\u53d6\u5f15\u5148\u3068\u306e\u79d8\u5bc6\u4fdd\u6301\u5951\u7d04\u306e\u7bc4\u56f2\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\u691c\u7d22\u3068\u8868\u793a\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3059\u8a2d\u8a08\u306b\u3057\u307e\u3059**\n4. **\u5b66\u7fd2\u5229\u7528** \u2026 \u5165\u529b\u3092\u5b66\u7fd2\u306b\u4f7f\u308f\u306a\u3044\u3053\u3068\u304c\u5951\u7d04\u3067\u4fdd\u8a3c\u3055\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3073\u307e\u3059\u3002**\u3053\u306e\u7528\u9014\u3067\u306f\u5fc5\u9808\u6761\u4ef6\u3067\u3059**\n5. **\u56de\u7b54\u306e\u6b63\u78ba\u6027** \u2026 \u53d6\u5f15\u5148\u3078\u306e\u56de\u7b54\u306f\u3001\u81ea\u793e\u306e\u5bfe\u7b56\u72b6\u6cc1\u306e\u8868\u660e\u3067\u3059\u3002**\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u56de\u7b54\u306f\u3001\u5951\u7d04\u4e0a\u306e\u8868\u660e\u4fdd\u8a3c\u9055\u53cd\u3084\u3001\u53d6\u5f15\u5148\u306e\u76e3\u67fb\u3067\u306e\u6307\u6458\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002** \u6839\u62e0\u306e\u306a\u3044\u56de\u7b54\u3092\u51fa\u3055\u306a\u3044\u8a2d\u8a08\u3068\u3001\u4e0a\u9577\u306e\u78ba\u8a8d\u3092\u5fc5\u305a\u5165\u308c\u3066\u304f\u3060\u3055\u3044\n6. **\u30a2\u30af\u30bb\u30b9\u6a29\u9650** \u2026 \u56de\u7b54\u53f0\u5e33\u3068\u691c\u7d22\u306e\u5229\u7528\u3092\u3001\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u3068\u54c1\u8cea\u7ba1\u7406\u90e8\u9580\u306b\u9650\u5b9a\u3057\u307e\u3059\n7. **\u81ea\u52d5\u5b9f\u884c\u3057\u3066\u3088\u3044\u7bc4\u56f2** \u2026 \u56de\u7b54\u6848\u306e\u4f5c\u6210\u307e\u3067\u3067\u3059\u3002**\u63d0\u51fa\u3001\u95a2\u4fc2\u90e8\u9580\u3078\u306e\u7167\u4f1a\u3001\u56de\u7b54\u5185\u5bb9\u306e\u78ba\u5b9a\u306f\u3001\u5fc5\u305a\u4eba\u304c\u884c\u3044\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u56de\u7b54\u306e\u63d0\u51fa\u3067\u3059\u3002**\u53d6\u5f15\u5148\u306e\u76e3\u67fb\u3067\u5b9f\u614b\u3068\u306e\u76f8\u9055\u304c\u767a\u899a\u3059\u308b\u3068\u3001\u5951\u7d04\u306e\u898b\u76f4\u3057\u3084\u53d6\u5f15\u306e\u505c\u6b62\u306b\u3064\u306a\u304c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u6839\u62e0\u3092\u6b8b\u3057\u3001\u5f8c\u304b\u3089\u300c\u306a\u305c\u3053\u3046\u56de\u7b54\u3057\u305f\u304b\u300d\u3092\u8aac\u660e\u3067\u304d\u308b\u72b6\u614b\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002","recommended_for":"\u53d6\u5f15\u5148\u304b\u3089\u5c4a\u304f\u8abf\u67fb\u7968\u30fb\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u304c\u670810\u4ef6\u4ee5\u4e0a\u3042\u308a\u30011\u4ef6\u3042\u305f\u308a\u306e\u8a2d\u554f\u304c50\u554f\u4ee5\u4e0a\u3042\u308b\u4f01\u696d\u3002\u904e\u53bb\u306e\u56de\u7b54\u304c\u96fb\u5b50\u30c7\u30fc\u30bf\u30672\u5e74\u5206\u4ee5\u4e0a\u6b8b\u3063\u3066\u3044\u308b\u3053\u3068\u3002\u56de\u7b54\u306e\u6839\u62e0\u3068\u306a\u308b\u793e\u5185\u898f\u7a0b\u3084\u624b\u9806\u66f8\u304c\u6587\u66f8\u5316\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3002","not_recommended_for":"\u8abf\u67fb\u7968\u304c\u5e74\u306b\u6570\u4ef6\u3057\u304b\u6765\u306a\u3044\u5834\u5408\u3002\u56de\u7b54\u306e\u6839\u62e0\u3068\u306a\u308b\u898f\u7a0b\u304c\u6574\u5099\u3055\u308c\u3066\u304a\u3089\u305a\u3001\u6bce\u56de\u305d\u306e\u5834\u3067\u6c7a\u3081\u3066\u3044\u308b\u5834\u5408\u3002\u8a2d\u554f\u304c\u3059\u3079\u3066\u81ea\u7531\u8a18\u8ff0\u3067\u3001\u9078\u629e\u5f0f\u306e\u8a2d\u554f\u304c\u307b\u3068\u3093\u3069\u306a\u3044\u5834\u5408\uff08\u904e\u53bb\u56de\u7b54\u306e\u518d\u5229\u7528\u304c\u52b9\u304d\u306b\u304f\u3044\uff09\u3002","first_step":"**1\u301c2\u9031\u76ee\uff1a\u904e\u53bb\u306e\u56de\u7b54\u30921\u884c1\u8a2d\u554f\u306b\u5206\u89e3\u3059\u308b**\n\n\u904e\u53bb\u306e\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c820\u4ef6\u3092\u30011\u884c1\u8a2d\u554f\u306e\u5f62\u306b\u5206\u89e3\u3057\u307e\u3059\u3002**\u8a2d\u554f\u6587\u3001\u56de\u7b54\u5f62\u5f0f\u3001\u56de\u7b54\u3001\u88dc\u8db3\u306e4\u5217\u3060\u3051\u3067\u3088\u3044\u306e\u3067\u3001\u307e\u305a\u5168\u90e8\u30921\u679a\u306e\u30b7\u30fc\u30c8\u306b\u96c6\u3081\u307e\u3059\u3002** 1,500\u301c2,500\u884c\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u3053\u306e\u4f5c\u696d\u306e\u9014\u4e2d\u3067\u3001\u540c\u3058\u8a2d\u554f\u306b\u9055\u3046\u56de\u7b54\u3092\u3057\u3066\u3044\u308b\u7b87\u6240\u304c\u898b\u3064\u304b\u308a\u307e\u3059\u3002** \u305d\u308c\u81ea\u4f53\u304c\u3001\u3053\u306e\u696d\u52d9\u306e\u5b9f\u614b\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\n\n**3\u9031\u76ee\uff1a\u6839\u62e0\u3092\u7d10\u3065\u3051\u308b**\n\n\u5404\u884c\u306b\u3001\u6839\u62e0\u3068\u306a\u308b\u898f\u7a0b\u540d\u3068\u7ae0\u7bc0\u3092\u5165\u308c\u307e\u3059\u3002**\u5206\u304b\u308b\u3082\u306e\u3060\u3051\u3067\u69cb\u3044\u307e\u305b\u3093\u3002** \u7a7a\u6b04\u306e\u5272\u5408\u304c\u3001\u305d\u306e\u307e\u307e\u300c\u6839\u62e0\u304c\u6574\u7406\u3055\u308c\u3066\u3044\u306a\u3044\u9818\u57df\u300d\u3092\u793a\u3057\u307e\u3059\u3002**\u7a7a\u6b04\u304c\u591a\u3044\u5206\u91ce\u304c\u3001\u512a\u5148\u3057\u3066\u898f\u7a0b\u3092\u6574\u5099\u3059\u3079\u304d\u9818\u57df\u3067\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u691c\u7d22\u304c\u5f53\u305f\u308b\u304b\u3092\u8a66\u3059**\n\n\u76f4\u8fd1\u306e\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c81\u4ef6\u306b\u3064\u3044\u3066\u3001\u5206\u89e3\u3057\u305f\u904e\u53bb\u56de\u7b54\u3092\u751f\u6210AI\u306b\u6e21\u3057\u3001\u56de\u7b54\u6848\u3092\u4f5c\u3089\u305b\u307e\u3059\u3002**\u8a00\u3044\u56de\u3057\u306e\u9055\u3046\u8a2d\u554f\u3092\u62fe\u3048\u308b\u304b\u3068\u3001\u6839\u62e0\u306e\u306a\u3044\u8a2d\u554f\u306b\u56de\u7b54\u3092\u4f5c\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a\u691c\u7d22\u57fa\u76e4\u306b\u8f09\u305b\u308b**\n\n\u56de\u7b54\u53f0\u5e33\u3068\u793e\u5185\u898f\u7a0b\u3092 Azure AI Search \u306b\u767b\u9332\u3057\u307e\u3059\u3002\u898f\u7a0b\u306f\u7ae0\u7acb\u3066\u306e\u5358\u4f4d\u306b\u5206\u5272\u3057\u307e\u3059\u3002\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3068\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30e9\u30f3\u30ab\u30fc\u3092\u6709\u52b9\u306b\u3057\u3001**\u904e\u53bb\u306e\u8a2d\u554f30\u554f\u3067\u691c\u7d22\u306e\u7cbe\u5ea6\u3092\u6e2c\u308a\u307e\u3059\u3002**\n\n**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u8a2d\u554f\u306e\u62bd\u51fa\uff08\u4e0a\u4f4d20\u793e\u306e\u69d8\u5f0f\uff09\u3068\u3001\u8981\u7167\u4f1a\u306e\u81ea\u52d5\u632f\u308a\u5206\u3051\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002\u4e26\u884c\u3057\u3066\u3001\u62c5\u5f53\u8005\u306e\u4fee\u6b63\u30ed\u30b0\u304b\u3089\u56de\u7b54\u53f0\u5e33\u306e\u8a18\u8ff0\u3092\u76f4\u3057\u3066\u3044\u304d\u307e\u3059\u3002**\u4fee\u6b63\u304c\u6e1b\u3063\u3066\u3044\u304f\u3053\u3068\u304c\u3001\u80b2\u3063\u3066\u3044\u308b\u6307\u6a19\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0043","UC-0004","UC-0054","UC-0073"],"related_articles":[{"id":7612,"slug":"agentic-rag-tansaku","title":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306eRAG\u3068\u306f\uff1f\uff5c\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u8db3\u308a\u306a\u3044\u554f\u3044"},{"id":6077,"slug":"event-kouzouka-data","title":"\u50ac\u3057\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u51fa\u30595\u5de5\u7a0b\uff5c\u4e2d\u6b62\u3068\u5ef6\u671f\u306e\u4f1d\u3048\u65b9"},{"id":5349,"slug":"kokoku-link-zokusei","title":"\u5e83\u544a\u306e\u30ea\u30f3\u30af\u306b\u4ed8\u3051\u308b\u6307\u5b9a\u3068\u306f\uff1f\uff5c\u691c\u7d22\u306e\u8a55\u4fa1\u3092\u5b88\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Azure AI Search \u304c RAG \u5411\u3051\u306b\u3001\u5206\u5272\uff08\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\uff09\u3001\u30d9\u30af\u30c8\u30eb\u5316\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30e9\u30f3\u30ad\u30f3\u30b0\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3002\u6587\u66f8\u30ec\u30d9\u30eb\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30c8\u30ea\u30df\u30f3\u30b0\u3001\u30af\u30a8\u30ea\u6642\u306e\u30d5\u30a3\u30eb\u30bf\u306b\u3088\u308b\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3001\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u3088\u308b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u96e2\u304c\u4f7f\u3048\u308b\u3053\u3068 | [Microsoft Learn: RAG and generative AI - Azure AI Search](https:\/\/learn.microsoft.com\/en-us\/azure\/search\/retrieval-augmented-generation-overview) | 2026-09-15 |\n| \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u304c\u3001\u5168\u6587\u691c\u7d22\uff08BM25\uff09\u3068\u30d9\u30af\u30c8\u30eb\u691c\u7d22\uff08HNSW \/ eKNN\uff09\u306e\u7d50\u679c\u3092 RRF \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u7d71\u5408\u3057\u3001\u30d5\u30a3\u30eb\u30bf\u30fb\u30d5\u30a1\u30bb\u30c3\u30c8\u30fb\u4e26\u3079\u66ff\u3048\u30fb\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30e9\u30f3\u30ad\u30f3\u30b0\u3068\u4f75\u7528\u3067\u304d\u308b\u3053\u3068 | [Microsoft Learn: Hybrid search overview](https:\/\/learn.microsoft.com\/en-us\/azure\/search\/hybrid-search-overview) | 2026-09-15 |\n| \u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30e9\u30f3\u30ab\u30fc\u304c\u3001BM25 \u307e\u305f\u306f RRF \u306b\u3088\u308b\u521d\u671f\u7d50\u679c\u3092\u3001Bing \u7531\u6765\u306e\u591a\u8a00\u8a9e\u306e\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u3067\u518d\u63a1\u70b9\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3042\u308b\u3053\u3068 | [Microsoft Learn: Semantic ranking overview](https:\/\/learn.microsoft.com\/en-us\/azure\/search\/semantic-search-overview) | 2026-09-15 |\n| Claude API \u306b\u3001\u51fa\u529b\u3092JSON\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u308f\u305b\u308b\u69cb\u9020\u5316\u51fa\u529b\u306e\u6a5f\u80fd\u304c\u3042\u308b\u3053\u3068\uff082026-09-15\u6642\u70b9\u3067\u306f\u30d9\u30fc\u30bf\u6a5f\u80fd\uff09 | [Claude Platform Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-09-15 |\n\n\u53d6\u5f15\u5148\u306e\u8abf\u67fb\u7968\u306e\u69d8\u5f0f\u3001\u8981\u6c42\u3055\u308c\u308b\u56de\u7b54\u306e\u7c92\u5ea6\u3001\u6dfb\u4ed8\u3092\u6c42\u3081\u3089\u308c\u308b\u6587\u66f8\u306f\u3001\u53d6\u5f15\u5148\u3054\u3068\u306b\u7570\u306a\u308a\u307e\u3059\u3002**\u3053\u306e\u90e8\u5206\u306f\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002** \u81ea\u793e\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306e\u5185\u5bb9\u3092\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u306b\u9001\u308b\u3053\u3068\u306e\u53ef\u5426\u306f\u3001\u81ea\u793e\u306e\u60c5\u5831\u7ba1\u7406\u898f\u7a0b\u306b\u3088\u308a\u307e\u3059\u3002\u56de\u7b54\u5185\u5bb9\u304c\u5951\u7d04\u4e0a\u306e\u8868\u660e\u4fdd\u8a3c\u306b\u5f53\u305f\u308b\u304b\u306b\u3064\u3044\u3066\u306f\u3001\u6cd5\u52d9\u90e8\u9580\u306b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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