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\u524d\u56de\u300c\u8ffd\u52a0\u78ba\u8a8d\u306e\u7d50\u679c\u3001\u53d6\u5f15\u306e\u76ee\u7684\u306f\u5bb6\u65cf\u304b\u3089\u306e\u4ed5\u9001\u308a\u3068\u78ba\u8a8d\u300d\u3068\u306a\u3063\u3066\u3044\u308c\u3070\u3001**\u4eca\u56de\u3082\u540c\u3058\u5165\u91d1\u5143\u306e\u6570\u3092\u98df\u3044\u9055\u3044\u3068\u3057\u3066\u6319\u3052\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**","preprocessing":"1. **\u8a18\u53f7\u3078\u306e\u7f6e\u304d\u63db\u3048** \u2026 \u6c0f\u540d\u3092 `{NAME}`\u3001\u53e3\u5ea7\u756a\u53f7\u3092 `{ACCT}`\u3001\u52e4\u52d9\u5148\u306e\u540d\u79f0\u3092 `{EMP1}` \u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\n2. **\u9805\u76ee\u306e\u4e26\u3079\u66ff\u3048** \u2026 \u56de\u7b54\u30fb\u767b\u9332\u60c5\u5831\u30fb\u96c6\u8a08\u3092\u3001\u8077\u696d\u30fb\u53d6\u5f15\u306e\u76ee\u7684\u30fb\u5165\u91d1\u306e\u51fa\u3069\u3053\u308d\u30fb\u6d77\u5916\u9001\u91d1\u306e4\u3064\u306e\u9805\u76ee\u3054\u3068\u306b\u4e26\u3079\u307e\u3059\n3. **\u767b\u9332\u3068\u306e\u5dee\u5206\u306e\u4ed8\u4e0e** \u2026 \u56de\u7b54\u3068\u767b\u9332\u304c\u9055\u3046\u9805\u76ee\u306b\u3001\u6a5f\u68b0\u3067\u300c\u5909\u66f4\u3042\u308a\u300d\u306e\u5370\u3092\u4ed8\u3051\u307e\u3059\n4. **\u81ea\u7531\u8a18\u5165\u306e\u5206\u96e2** \u2026 \u81ea\u7531\u8a18\u5165\u306f\u56de\u7b54\u306e\u9805\u76ee\u3068\u5206\u3051\u3066\u6e21\u3057\u3001**\u9805\u76ee\u306e\u56de\u7b54\u3092\u4e0a\u66f8\u304d\u3055\u305b\u307e\u305b\u3093**\n5. **\u96c6\u8a08\u306e\u6b20\u3051\u306e\u78ba\u8a8d** \u2026 \u96c6\u8a08\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee\u306f\u3001\u7a7a\u3067\u306f\u306a\u304f\u300c\u96c6\u8a08\u306a\u3057\u300d\u3068\u660e\u793a\u3057\u307e\u3059\n6. **\u56fd\u7c4d\u30fb\u5728\u7559\u8cc7\u683c\u306e\u6271\u3044** \u2026 \u56de\u7b54\u306b\u3042\u3063\u3066\u3082\u3001**\u5224\u5b9a\u306e\u5165\u529b\u304b\u3089\u306f\u5916\u3057\u307e\u3059**\n\n**6\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u56fd\u3084\u5730\u57df\u306b\u4fc2\u308b\u30ea\u30b9\u30af\u306f\u3001\u884c\u5185\u306e\u9867\u5ba2\u30ea\u30b9\u30af\u8a55\u4fa1\u306e\u4ed5\u7d44\u307f\u3067\u3001**\u5b9a\u3081\u305f\u65b9\u6cd5\u3067\u8a55\u4fa1\u6e08\u307f\u3067\u3059\u3002** \u751f\u6210AI\u306b\u56fd\u7c4d\u3092\u6e21\u3059\u3068\u3001\u53d6\u5f15\u3068\u56de\u7b54\u306b\u98df\u3044\u9055\u3044\u304c\u7121\u304f\u3066\u3082\u3001**\u5c5e\u6027\u3060\u3051\u3092\u7406\u7531\u306b\u8ffd\u52a0\u78ba\u8a8d\u3092\u52e7\u3081\u308b\u5224\u5b9a\u304c\u6df7\u3056\u308a\u307e\u3059\u3002** \u6d77\u5916\u9001\u91d1\u306e\u9001\u91d1\u5148\u306e\u56fd\u306f\u53d6\u5f15\u306e\u4e8b\u5b9f\u306a\u306e\u3067\u6e21\u3057\u307e\u3059\u304c\u3001**\u7406\u7531\u306b\u3067\u304d\u308b\u306e\u306f\u56de\u7b54\u3068\u306e\u98df\u3044\u9055\u3044\u3060\u3051**\u306b\u3057\u307e\u3059\u3002\n\n**5\u756a\u76ee\u306f\u3001\u300c\u6570\u5b57\u304c\u7121\u3044\u300d\u3068\u300c\u6570\u5b57\u304c0\u300d\u3092\u5206\u3051\u308b\u305f\u3081\u3067\u3059\u3002** \u6d77\u5916\u9001\u91d1\u306e\u96c6\u8a08\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u9867\u5ba2\u30920\u4ef6\u3068\u3057\u3066\u6e21\u3059\u3068\u3001**\u300c\u6d77\u5916\u9001\u91d1\u306e\u4e88\u5b9a\u3042\u308a\u300d\u3068\u56de\u7b54\u3057\u305f\u9867\u5ba2\u304c\u98df\u3044\u9055\u3044\u306b\u898b\u3048\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u30014\u3064\u306e\u9805\u76ee\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u56de\u7b54\u3068\u767b\u9332\u60c5\u5831\u3068\u96c6\u8a08\u3092\u7167\u3089\u3057\u3001\u5224\u5b9a\u3068\u7406\u7531\u3092\u66f8\u304f\u3053\u3068\u3067\u3059\u3002**\n\n| \u5224\u5b9a | \u610f\u5473 | \u4f8b |\n|:--|:--|:--|\n| `consistent` | \u56de\u7b54\u304c\u767b\u9332\u3068\u540c\u3058\u3067\u3001\u96c6\u8a08\u3068\u3082\u5408\u3046 | \u53d6\u5f15\u306e\u76ee\u7684\u304c\u7d66\u4e0e\u306e\u53d7\u53d6\u3067\u3001\u5165\u91d1\u5143\u304c\u52e4\u52d9\u51481\u4ef6 |\n| `updated` | \u56de\u7b54\u304c\u767b\u9332\u3068\u9055\u3046\u304c\u3001\u96c6\u8a08\u3068\u5408\u3044\u3001\u4e8b\u60c5\u306e\u5909\u5316\u3068\u3057\u3066\u8aad\u3081\u308b | \u8077\u696d\u304c\u4f1a\u793e\u54e1\u304b\u3089\u81ea\u55b6\u696d\u306b\u5909\u308f\u308a\u3001\u5165\u91d1\u5143\u304c\u5897\u3048\u305f |\n| `inconsistent` | \u56de\u7b54\u3068\u96c6\u8a08\u304c\u5408\u308f\u306a\u3044 | \u6d77\u5916\u9001\u91d1\u306e\u4e88\u5b9a\u306a\u3057\u3068\u56de\u7b54\u3057\u305f\u304c\u30016\u304b\u6708\u306b\u6d77\u5916\u9001\u91d1\u304c5\u4ef6 |\n| `insufficient` | \u56de\u7b54\u304c\u7a7a\u3001\u307e\u305f\u306f\u5224\u65ad\u306b\u8db3\u308a\u306a\u3044 | \u53d6\u5f15\u306e\u76ee\u7684\u304c\u300c\u305d\u306e\u4ed6\u300d\u3067\u81ea\u7531\u8a18\u5165\u3082\u7121\u3044 |\n\n**`updated` \u3068 `inconsistent` \u306e\u5883\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u5224\u65ad\u3067\u3059\u3002** \u56de\u7b54\u304c\u5909\u308f\u3063\u305f\u3053\u3068\u81ea\u4f53\u306f\u7406\u7531\u306b\u306a\u308a\u307e\u305b\u3093\u3002**\u5909\u308f\u3063\u305f\u56de\u7b54\u304c\u96c6\u8a08\u3068\u5408\u3046\u304b\u3069\u3046\u304b**\u3067\u5206\u3051\u307e\u3059\u3002\u5408\u3046\u306a\u3089\u66f4\u65b0\u3067\u6e08\u307f\u3001\u5408\u308f\u306a\u3044\u306a\u3089\u78ba\u8a8d\u304c\u8981\u308a\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u7591\u308f\u3057\u3044\u53d6\u5f15\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b | \u5c4a\u51fa\u306e\u5224\u65ad\u306f\u884c\u5185\u306e\u6240\u5b9a\u306e\u624b\u7d9a\u304d\u3067\u884c\u3046 |\n| \u9867\u5ba2\u30ea\u30b9\u30af\u8a55\u4fa1\u3092\u5909\u3048\u308b\u30fb\u52e7\u3081\u308b | \u8a55\u4fa1\u306e\u898b\u76f4\u3057\u306f\u884c\u5185\u306e\u65b9\u91dd\u3068\u624b\u7d9a\u304d\u3067\u884c\u3046 |\n| \u53d6\u5f15\u306e\u5236\u9650\u30fb\u8b1d\u7d76\u3092\u52e7\u3081\u308b | \u5408\u7406\u7684\u306a\u7406\u7531\u306a\u304f\u8b1d\u7d76\u7b49\u3092\u884c\u308f\u306a\u3044\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u308b |\n| \u56fd\u7c4d\u30fb\u6c0f\u540d\u30fb\u5e74\u9f62\u3092\u7406\u7531\u306b\u3059\u308b | \u5c5e\u6027\u3060\u3051\u3092\u7406\u7531\u306b\u3057\u305f\u78ba\u8a8d\u306f\u3001\u9867\u5ba2\u306e\u4e0d\u5229\u76ca\u306b\u306a\u308b |\n| \u96c6\u8a08\u306b\u7121\u3044\u6570\u5b57\u3092\u4f5c\u308b | \u660e\u7d30\u3092\u63a8\u6e2c\u3057\u3066\u6570\u3048\u306a\u3044 |\n| \u56de\u7b54\u306e\u610f\u56f3\u3092\u63a8\u6e2c\u3057\u3066\u88dc\u3046 | \u300c\u751f\u6d3b\u8cbb\u300d\u3092\u300c\u5bb6\u65cf\u3078\u306e\u4ed5\u9001\u308a\u300d\u3068\u8aad\u307f\u66ff\u3048\u306a\u3044 |\n\n**3\u884c\u76ee\u306f\u3001\u91d1\u878d\u5e81\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u8a18\u8ff0\u306b\u6cbf\u3063\u3066\u3044\u307e\u3059\u3002** \u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306f\u3001\u81ea\u3089\u304c\u5b9a\u3081\u308b\u9069\u5207\u306a\u9867\u5ba2\u7ba1\u7406\u3092\u5b9f\u65bd\u3067\u304d\u306a\u3044\u3068\u5224\u65ad\u3057\u305f\u9867\u5ba2\u30fb\u53d6\u5f15\u7b49\u306b\u3064\u3044\u3066\u3001\u53d6\u5f15\u306e\u8b1d\u7d76\u3092\u884c\u3046\u3053\u3068\u7b49\u3092\u542b\u3081\u30ea\u30b9\u30af\u906e\u65ad\u3092\u56f3\u308b\u3053\u3068\u306e\u691c\u8a0e\u3092\u6319\u3052\u308b\u4e00\u65b9\u3001**\u30de\u30cd\u30ed\u30f3\u30fb\u30c6\u30ed\u8cc7\u91d1\u4f9b\u4e0e\u5bfe\u7b56\u306e\u540d\u76ee\u3067\u5408\u7406\u7684\u306a\u7406\u7531\u306a\u304f\u8b1d\u7d76\u7b49\u3092\u884c\u308f\u306a\u3044\u3053\u3068**\u3068\u3057\u3066\u3044\u307e\u3059\u3002**\u751f\u6210AI\u306e\u5224\u5b9a\u304c\u8b1d\u7d76\u306e\u5165\u53e3\u306b\u306a\u3089\u306a\u3044\u3088\u3046\u3001\u51fa\u529b\u306e\u9078\u629e\u80a2\u306b\u305d\u3082\u305d\u3082\u5165\u308c\u307e\u305b\u3093\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u9280\u884c\u306e\u7d99\u7d9a\u7684\u9867\u5ba2\u7ba1\u7406\u3067\u3001\u9867\u5ba2\u304b\u3089\u8fd4\u9001\u3055\u308c\u305f\u78ba\u8a8d\u66f8\u306e\u56de\u7b54\u3092\u70b9\u691c\u3059\u308b\u62c5\u5f53\u3092\u88dc\u52a9\u3057\u307e\u3059\u3002\n\u6e21\u3059\u306e\u306f\u30011\u4eba\u306e\u9867\u5ba2\u306e\u3010\u56de\u7b54\u3011\u3010\u767b\u9332\u60c5\u5831\u3011\u3010\u53d6\u5f15\u306e\u96c6\u8a08\u3011\u3010\u524d\u56de\u306e\u70b9\u691c\u306e\u7d50\u679c\u3011\u3067\u3059\u3002\n\u8ffd\u52a0\u306e\u78ba\u8a8d\u304c\u8981\u308b\u304b\u3092\u6c7a\u3081\u308b\u306e\u306f\u62c5\u5f53\u3067\u3059\u3002\u3042\u306a\u305f\u306f\u9805\u76ee\u3054\u3068\u306e\u5224\u5b9a\u3068\u7406\u7531\u3092\u66f8\u304d\u307e\u3059\u3002\n\n\u3010\u9805\u76ee\u3011occupation\uff08\u8077\u696d\uff09\uff0fpurpose\uff08\u53d6\u5f15\u306e\u76ee\u7684\uff09\uff0fsource\uff08\u4e3b\u306a\u5165\u91d1\u306e\u51fa\u3069\u3053\u308d\uff09\uff0f\n        overseas\uff08\u6d77\u5916\u9001\u91d1\u306e\u4e88\u5b9a\uff09\n\n\u3010judgment \u306e\u9078\u3073\u65b9\u3011\n- consistent ..... \u56de\u7b54\u304c\u767b\u9332\u3068\u540c\u3058\u3067\u3001\u53d6\u5f15\u306e\u96c6\u8a08\u3068\u3082\u5408\u3046\n- updated ........ \u56de\u7b54\u304c\u767b\u9332\u3068\u9055\u3046\u304c\u3001\u53d6\u5f15\u306e\u96c6\u8a08\u3068\u5408\u3044\u3001\u4e8b\u60c5\u306e\u5909\u5316\u3068\u3057\u3066\u8aad\u3081\u308b\n- inconsistent ... \u56de\u7b54\u3068\u53d6\u5f15\u306e\u96c6\u8a08\u304c\u5408\u308f\u306a\u3044\n- insufficient ... \u56de\u7b54\u304c\u7a7a\u3001\u307e\u305f\u306f\u5224\u65ad\u306b\u8db3\u308a\u306a\u3044\n\u56de\u7b54\u304c\u767b\u9332\u3068\u9055\u3046\u3068\u3044\u3046\u3060\u3051\u3067 inconsistent \u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\u8ff7\u3063\u305f\u3068\u304d\u306b consistent \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u7406\u7531\u306b\u306f\u3001\u3069\u306e\u56de\u7b54\u3068\u3001\u53d6\u5f15\u306e\u96c6\u8a08\u306e\u3069\u306e\u6570\u5b57\u304c\u5408\u308f\u306a\u3044\u306e\u304b\u3092\u30011\u7d44\u305a\u3064\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6570\u5b57\u306f\u3010\u53d6\u5f15\u306e\u96c6\u8a08\u3011\u306b\u66f8\u304b\u308c\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8a08\u7b97\u3084\u63a8\u6e2c\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u96c6\u8a08\u306a\u3057\u300d\u306e\u9805\u76ee\u306f\u30010\u4ef6\u3068\u3057\u3066\u6271\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u56fd\u7c4d\u30fb\u6c0f\u540d\u30fb\u5e74\u9f62\u30fb\u6027\u5225\u3092\u7406\u7531\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7591\u308f\u3057\u3044\u53d6\u5f15\u304b\u3069\u3046\u304b\u3001\u9867\u5ba2\u30ea\u30b9\u30af\u8a55\u4fa1\u3092\u5909\u3048\u308b\u3079\u304d\u304b\u3001\u53d6\u5f15\u3092\u5236\u9650\u30fb\u8b1d\u7d76\u3059\u3079\u304d\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u56de\u7b54\u306e\u610f\u56f3\u3092\u63a8\u6e2c\u3057\u3066\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u751f\u6d3b\u8cbb\u300d\u306f\u300c\u751f\u6d3b\u8cbb\u300d\u3068\u3057\u3066\u6271\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n- \u524d\u56de\u306e\u70b9\u691c\u3067\u78ba\u8a8d\u6e08\u307f\u306e\u4e8b\u60c5\u304c\u3042\u308c\u3070\u3001\u540c\u3058\u70b9\u3092 inconsistent \u306b\u305b\u305a\u3001\u305d\u306e\u65e8\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- questions \u306b\u306f\u3001\u55b6\u696d\u5e97\u304c\u9867\u5ba2\u306b\u805e\u304f\u8cea\u554f\u306e\u6848\u3092\u3001\u3010\u8cea\u554f\u306e\u4e00\u89a7\u3011\u306e\u5b9a\u578b\u3092\u3082\u3068\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u9867\u5ba2\u3092\u7591\u3063\u3066\u3044\u308b\u3068\u53d7\u3051\u53d6\u3089\u308c\u308b\u8a00\u3044\u56de\u3057\u306f\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u56de\u7b54\u3011{answers}\n\u3010\u767b\u9332\u60c5\u5831\u3011{profile}\n\u3010\u53d6\u5f15\u306e\u96c6\u8a08\u3011{aggregates}\n\u3010\u524d\u56de\u306e\u70b9\u691c\u306e\u7d50\u679c\u3011{previous}\n\u3010\u8cea\u554f\u306e\u4e00\u89a7\u3011{question_templates}\n```\n\n**\u300c\u56de\u7b54\u304c\u767b\u9332\u3068\u9055\u3046\u3068\u3044\u3046\u3060\u3051\u3067 inconsistent \u306b\u3057\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u5909\u66f4\u306e\u3042\u3063\u305f\u56de\u7b54\u304c\u307b\u307c\u3059\u3079\u3066\u98df\u3044\u9055\u3044\u306b\u306a\u308a\u307e\u3059\u3002** \u7b2c3\u7ae0\u306e\uff08d\uff09\u306e\u3001\u66f4\u65b0\u3067\u6e08\u3080\u3082\u306e\u307e\u3067\u56de\u308b\u72b6\u614b\u304c\u305d\u306e\u307e\u307e\u518d\u73fe\u3055\u308c\u307e\u3059\u3002\n\n**\u300c\u8ff7\u3063\u305f\u3068\u304d\u306b consistent \u3092\u9078\u3070\u306a\u3044\u300d\u306f\u3001\u53cd\u5bfe\u5074\u306e\u5931\u6557\u3092\u6b62\u3081\u308b\u305f\u3081\u306e\u4e00\u6587\u3067\u3059\u3002** \u8ff7\u3046\u3082\u306e\u306f `insufficient` \u304b `inconsistent` \u306b\u5bc4\u305b\u3001**\u62c5\u5f53\u306e\u76ee\u306b\u5165\u308b\u5074\u306b\u7f6e\u304d\u307e\u3059\u3002** \u898b\u9003\u3057\u3088\u308a\u3001\u62c5\u5f53\u304c\u8aad\u3093\u3067\u623b\u3059\u307b\u3046\u304c\u5b89\u5168\u3067\u3059\u3002","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"customer_ref\": \"{ID1}\",\n  \"items\": [\n    {\n      \"item\": \"occupation | purpose | source | overseas\",\n      \"judgment\": \"consistent | updated | inconsistent | insufficient\",\n      \"answer_quote\": \"\",\n      \"data_points\": [ { \"field\": \"\", \"value\": \"\" } ],\n      \"reason\": \"\"\n    }\n  ],\n  \"previous_context_used\": false,\n  \"questions\": [ { \"item\": \"\", \"text\": \"\" } ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`data_points` \u3067\u7406\u7531\u306e\u6570\u5b57\u3092\u7167\u5408\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** `field` \u306f\u96c6\u8a08\u306e\u9805\u76ee\u540d\u3001`value` \u306f\u305d\u306e\u5024\u3067\u3059\u3002\u4e2d\u7d99\u306e\u51e6\u7406\u304c**\u96c6\u8a08\u306e\u5b9f\u969b\u306e\u5024\u3068\u4e00\u81f4\u3059\u308b\u304b\u3092\u78ba\u304b\u3081\u3001\u5408\u308f\u306a\u3051\u308c\u3070\u305d\u306e\u9805\u76ee\u3092\u62c5\u5f53\u306b\u56de\u3057\u307e\u3059\u3002** \u751f\u6210AI\u304c\u6570\u5b57\u3092\u4f5c\u3063\u305f\u5834\u5408\u3001\u3053\u3053\u3067\u898b\u3064\u304b\u308a\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u9805\u76ee\u3054\u3068\u306e\u5224\u5b9a\u3092\u898f\u5247\u3067\u8aad\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u632f\u308a\u5206\u3051\u306e\u898f\u5247\u306f\u3001\u305f\u3068\u3048\u3070\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u632f\u308a\u5206\u3051 | \u6761\u4ef6 |\n|:--|:--|\n| `followup` | `inconsistent` \u304c1\u3064\u3067\u3082\u3042\u308b\u3001\u307e\u305f\u306f\u9867\u5ba2\u30ea\u30b9\u30af\u8a55\u4fa1\u304c\u9ad8\u3067 `insufficient` \u304c1\u3064\u3067\u3082\u3042\u308b |\n| `update_only` | `updated` \u304c\u3042\u308a\u3001`inconsistent` \u3068 `insufficient` \u304c\u7121\u3044 |\n| `no_followup` | \u3059\u3079\u3066 `consistent` |\n| \u62c5\u5f53\u3078\u56de\u3059 | `data_points` \u306e\u7167\u5408\u304c\u5408\u308f\u306a\u3044\u3001\u7981\u3058\u305f\u7406\u7531\u304c\u691c\u51fa\u3055\u308c\u305f |\n\n**\u3053\u306e\u8868\u306f\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u7d71\u62ec\u90e8\u304c\u6c7a\u3081\u3001\u7248\u3092\u4ed8\u3051\u3066\u7ba1\u7406\u3057\u307e\u3059\u3002** \u7d99\u7d9a\u7684\u9867\u5ba2\u7ba1\u7406\u306e\u65b9\u91dd\u304c\u5909\u308f\u308c\u3070\u3001**\u76f4\u3059\u306e\u306f\u3053\u306e\u8868\u3060\u3051\u3067\u3001\u751f\u6210AI\u3078\u306e\u6307\u793a\u306f\u5909\u3048\u307e\u305b\u3093\u3002**\n\n**3\u3064\u76ee\u306f\u3001`questions` \u3067\u55b6\u696d\u5e97\u306b\u6e21\u3059\u4e2d\u8eab\u304c\u305d\u308d\u3046\u3053\u3068\u3067\u3059\u3002** \u7b2c3\u7ae0\u306e\uff08c\uff09\u306e\u300c\u53d6\u5f15\u306e\u72b6\u6cc1\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u4e00\u8a00\u304c\u3001**\u9805\u76ee\u3054\u3068\u306e\u5177\u4f53\u7684\u306a\u8cea\u554f\u306b\u5909\u308f\u308a\u307e\u3059\u3002**\n\n\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f\u3001**\u3059\u3079\u3066\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5fc5\u9808\u306b\u3057\u3001`additionalProperties: false` \u3092\u8a2d\u5b9a\u3059\u308b**\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u6587\u5b57\u5217\u306e `pattern` \u306a\u3069\u306f\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u306a\u3044\u305f\u3081\u3001**`data_points` \u306e\u5024\u306e\u5f62\u306e\u78ba\u8a8d\u306f\u4e2d\u7d99\u306e\u51e6\u7406\u306e\u5074\u3067\u884c\u3044\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u9867\u5ba2\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0 | \u6bce\u671d\u306e\u51fa\u529b\u3092\u53d7\u3051\u53d6\u308b | \u56de\u7b54\u30fb\u767b\u9332\u60c5\u5831\u30fb\u9867\u5ba2\u30ea\u30b9\u30af\u8a55\u4fa1 |\n| \u60c5\u5831\u7cfb\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 | \u6c7a\u307e\u3063\u305f\u554f\u3044\u5408\u308f\u305b\u3067\u96c6\u8a08 | \u9867\u5ba2\u3054\u3068\u306e\u53d6\u5f15\u306e\u96c6\u8a08 |\n| Azure OpenAI | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u9805\u76ee\u3054\u3068\u306e\u5224\u5b9a\u30fb\u7406\u7531\u30fb\u8cea\u554f\u306e\u6848 |\n| \u70b9\u691c\u753b\u9762 | \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u66f8\u304d\u8fbc\u3080 | \u632f\u308a\u5206\u3051\u3068\u7406\u7531\u3001\u671f\u65e5 |\n| \u70b9\u691c\u7d50\u679c\u306e\u8868 | \u62c5\u5f53\u306e\u6c7a\u5b9a\u6642\u306b\u66f8\u304d\u8fbc\u3080 | \u5224\u5b9a\u30fb\u62c5\u5f53\u306e\u6c7a\u5b9a\u30fb\u56de\u4ed8\u5148 |\n\n**\u7981\u3058\u305f\u7406\u7531\u306e\u691c\u51fa\u306f\u3001\u4e2d\u7d99\u306e\u51e6\u7406\u3067\u6a5f\u68b0\u7684\u306b\u884c\u3044\u307e\u3059\u3002** `reason` \u306e\u6587\u306b\u3001\u56fd\u7c4d\u30fb\u5728\u7559\u8cc7\u683c\u30fb\u5e74\u9f62\u306a\u3069\u306e\u8a9e\u304c\u542b\u307e\u308c\u3066\u3044\u308c\u3070\u3001**\u305d\u306e\u9867\u5ba2\u3092\u62c5\u5f53\u3078\u56de\u3057\u3001\u5224\u5b9a\u306b\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002**","human_review":"**\u8ffd\u52a0\u78ba\u8a8d\u306b\u56de\u3059\u304b\u3092\u6c7a\u3081\u308b\u306e\u306f\u62c5\u5f53\u3067\u3001\u8aad\u3080\u9806\u756a\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002**\n\n1. **\u7167\u5408\u3067\u5f15\u3063\u304b\u304b\u3063\u305f\u3082\u306e\u3092\u5148\u306b\u898b\u308b** \u2026 \u6570\u5b57\u304c\u96c6\u8a08\u3068\u5408\u308f\u306a\u3044\u3082\u306e\u3001\u7981\u3058\u305f\u7406\u7531\u304c\u51fa\u305f\u3082\u306e\u3067\u3059\u3002**\u660e\u7d30\u3092\u958b\u3044\u3066\u81ea\u5206\u3067\u5224\u65ad\u3057\u307e\u3059**\n2. **`followup` \u306e\u7406\u7531\u3092\u8aad\u3080** \u2026 \u56de\u7b54\u3068\u6570\u5b57\u306e\u7d44\u306b\u7d0d\u5f97\u3067\u304d\u308b\u304b\u3092\u898b\u307e\u3059\u3002**\u7d0d\u5f97\u3067\u304d\u308c\u3070\u3001\u8cea\u554f\u306e\u6848\u3092\u76f4\u3057\u3066\u55b6\u696d\u5e97\u3078\u56de\u3057\u307e\u3059**\n3. **`update_only` \u3092\u4e00\u89a7\u3067\u78ba\u304b\u3081\u308b** \u2026 \u66f4\u65b0\u306e\u5185\u5bb9\u304c\u56de\u7b54\u3069\u304a\u308a\u304b\u3092\u898b\u3066\u3001\u767b\u9332\u60c5\u5831\u3092\u66f4\u65b0\u3057\u307e\u3059\n4. **\u6c7a\u5b9a\u3092\u8a18\u9332\u3059\u308b** \u2026 \u56de\u3057\u305f\u304b\u3001\u56de\u3055\u306a\u304b\u3063\u305f\u304b\u3001\u305d\u306e\u7406\u7531\u3092\u4e00\u8a00\u6b8b\u3057\u307e\u3059\n\n**4\u756a\u76ee\u306e\u300c\u56de\u3055\u306a\u304b\u3063\u305f\u7406\u7531\u300d\u304c\u3001\u5f8c\u304b\u3089\u52b9\u3044\u3066\u304d\u307e\u3059\u3002** \u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306f\u3001\u8abf\u67fb\u306e\u904e\u7a0b\u3067\u306e\u7167\u4f1a\u3084\u8abf\u67fb\u7d50\u679c\u3092\u9069\u5207\u306b\u7ba1\u7406\u3057\u3001\u95a2\u4fc2\u3059\u308b\u5f79\u8077\u54e1\u3068\u5171\u6709\u3059\u308b\u3053\u3068\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002**AI\u304c `followup` \u3068\u3057\u305f\u306e\u306b\u62c5\u5f53\u304c\u56de\u3055\u306a\u304b\u3063\u305f\u8a18\u9332\u306f\u3001\u5224\u5b9a\u306e\u898f\u5247\u3092\u898b\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u7d71\u62ec\u90e8\u306f\u3001\u9031\u306b1\u56de\u3001`no_followup` \u304b\u308920\u4ef6\u3092\u629c\u304d\u53d6\u308a\u307e\u3059\u3002** \u56de\u7b54\u3068\u96c6\u8a08\u3092\u81ea\u5206\u3067\u7167\u3089\u3057\u3001**\u898b\u9003\u3057\u304c\u7121\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002** \u898b\u9003\u3057\u304c\u898b\u3064\u304b\u308c\u3070\u3001\u96c6\u8a08\u306e\u9805\u76ee\u304b\u6307\u793a\u306e\u3069\u3061\u3089\u306b\u539f\u56e0\u304c\u3042\u308b\u304b\u3092\u5206\u3051\u3066\u76f4\u3057\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u53d6\u5f15\u306e\u96c6\u8a08\u304c\u53d6\u308c\u306a\u3044\uff08\u53e3\u5ea7\u306e\u7d71\u5408\u76f4\u5f8c\u306a\u3069\uff09 | \u300c\u96c6\u8a08\u306a\u3057\u300d\u3068\u3057\u3066\u6e21\u3057\u3001\u5224\u5b9a\u306f\u62c5\u5f53\u3078\u56de\u3059 |\n| \u56de\u7b54\u306e\u9805\u76ee\u304c\u307b\u3068\u3093\u3069\u7a7a | `insufficient` \u3068\u3057\u3066\u3001\u55b6\u696d\u5e97\u304b\u3089\u306e\u518d\u9001\u4ed8\u306e\u5019\u88dc\u306b\u3059\u308b |\n| \u81ea\u7531\u8a18\u5165\u306b\u3001\u56de\u7b54\u306e\u9805\u76ee\u3068\u77db\u76fe\u3059\u308b\u5185\u5bb9\u304c\u3042\u308b | \u9805\u76ee\u306e\u56de\u7b54\u3092\u512a\u5148\u3057\u3066\u5224\u5b9a\u3057\u3001\u81ea\u7531\u8a18\u5165\u306f\u7406\u7531\u306b\u5f15\u7528\u3057\u3066\u62c5\u5f53\u3078\u56de\u3059 |\n| `data_points` \u306e\u5024\u304c\u96c6\u8a08\u3068\u5408\u308f\u306a\u3044 | \u5224\u5b9a\u306b\u4f7f\u308f\u305a\u3001\u62c5\u5f53\u304c\u660e\u7d30\u3092\u898b\u3066\u5224\u65ad\u3059\u308b |\n| \u7981\u3058\u305f\u7406\u7531\u304c `reason` \u306b\u51fa\u305f | \u5224\u5b9a\u306b\u4f7f\u308f\u305a\u3001\u62c5\u5f53\u3078\u56de\u3059\u3002**\u6307\u793a\u306e\u898b\u76f4\u3057\u306e\u8a18\u9332\u306b\u6b8b\u3059** |\n| \u69cb\u9020\u5316\u51fa\u529b\u304c\u62d2\u5426\u30fb\u4e0d\u5b8c\u5168\u3067\u8fd4\u308b | 1\u56de\u3060\u3051\u518d\u5b9f\u884c\u3057\u3001\u7d9a\u3051\u3070\u62c5\u5f53\u304c\u5f93\u6765\u3069\u304a\u308a\u70b9\u691c\u3059\u308b |\n| \u9577\u671f\u4e0d\u7a3c\u50cd\u306e\u53e3\u5ea7 | \u70b9\u691c\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3001\u884c\u5185\u306e\u5225\u306e\u7ba1\u7406\u306b\u56de\u3059 |\n| API \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u5f53\u65e5\u5206\u3092\u7fcc\u671d\u306b\u56de\u3057\u3001**\u671f\u65e5\u306e\u8fd1\u3044\u3082\u306e\u306f\u62c5\u5f53\u304c\u624b\u3067\u70b9\u691c\u3059\u308b** |\n\n**7\u884c\u76ee\u306f\u3001\u91d1\u878d\u5e81\u306eFAQ\u306e\u8003\u3048\u65b9\u306b\u6cbf\u3063\u3066\u3044\u307e\u3059\u3002** FAQ\u306f\u30011\u5e74\u4ee5\u4e0a\u4e0d\u7a3c\u50cd\u306e\u53e3\u5ea7\u7b49\u306e\u9577\u671f\u4e0d\u7a3c\u50cd\u53e3\u5ea7\u306b\u3064\u3044\u3066\u3001**\u307b\u304b\u306e\u9867\u5ba2\u3068\u306f\u7570\u306a\u308b\u7ba1\u7406\u304c\u5fc5\u8981\u3068\u306a\u308b\u3082\u306e\u306e\u3001\u5b9a\u671f\u7684\u306a\u60c5\u5831\u66f4\u65b0\u306f\u4e0d\u8981\u3068\u306a\u308b**\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u5bfe\u8c61\u304b\u3089\u5916\u3059\u6761\u4ef6\u306f\u3001\u884c\u5185\u306e\u65b9\u91dd\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002","log_storage":"- \u56de\u7b54\u30fb\u767b\u9332\u60c5\u5831\u30fb\u53d6\u5f15\u306e\u96c6\u8a08\uff08\u8a18\u53f7\u306b\u7f6e\u304d\u63db\u3048\u305f\u5f8c\u306e\u3082\u306e\uff09\u3068\u3001**\u96c6\u8a08\u306e\u7248**\n- \u751f\u6210AI\u304c\u8fd4\u3057\u305fJSON\u3068\u3001\u7167\u5408\u306e\u7d50\u679c\n- \u632f\u308a\u5206\u3051\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u306e\u632f\u308a\u5206\u3051\u306e\u898f\u5247\u306e\u7248**\n- \u62c5\u5f53\u306e\u6c7a\u5b9a\uff08\u56de\u3057\u305f\uff0f\u56de\u3055\u306a\u304b\u3063\u305f\uff09\u3068\u3001\u305d\u306e\u7406\u7531\n- \u55b6\u696d\u5e97\u3078\u56de\u3057\u305f\u7406\u7531\u3068\u8cea\u554f\u3001\u55b6\u696d\u5e97\u304b\u3089\u306e\u78ba\u8a8d\u306e\u7d50\u679c\n- \u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u7d71\u62ec\u90e8\u306e\u629c\u304d\u53d6\u308a\u306e\u7d50\u679c\n- \u8a18\u53f7\u3068\u5143\u306e\u5024\u306e\u5bfe\u5fdc\u8868\uff08\u884c\u5185\u306b\u3060\u3051\u7f6e\u304f\uff09\n\n**\u96c6\u8a08\u306e\u7248\u3068\u898f\u5247\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u5f8c\u304b\u3089\u5224\u5b9a\u3092\u8aac\u660e\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u691c\u67fb\u3084\u5185\u90e8\u76e3\u67fb\u3067\u300c\u306a\u305c\u3053\u306e\u9867\u5ba2\u3092\u8ffd\u52a0\u78ba\u8a8d\u306b\u56de\u3055\u306a\u304b\u3063\u305f\u306e\u304b\u300d\u3068\u554f\u308f\u308c\u305f\u3068\u304d\u3001**\u305d\u306e\u3068\u304d\u306e\u96c6\u8a08\u306e\u5b9a\u7fa9\u3068\u898f\u5247\u304c\u6b8b\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":4,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":8,"assumption_frequency":900,"assumption_workdays":20,"volume_month":900,"before_minutes_per_case":12,"after_minutes_per_case":4,"hourly_cost":3500,"before_hours_month":180,"after_hours_month":60,"saved_hours_month":120,"reduction_rate":67,"saved_hours_year":1440,"annual_cost_effect":5040000,"summary":"\u7d99\u7d9a\u7684\u9867\u5ba2\u7ba1\u7406\u3067\u9867\u5ba2\u304b\u3089\u8fd4\u9001\u3055\u308c\u305f\u78ba\u8a8d\u66f8\u306e\u56de\u7b54\u3092\u3001\u767b\u9332\u60c5\u5831\u3068\u53d6\u5f15\u306e\u96c6\u8a08\u306b\u7167\u3089\u3057\u3066\u9805\u76ee\u3054\u3068\u306b\u5224\u5b9a\u3057\u3001\u8ffd\u52a0\u306e\u78ba\u8a8d\u304c\u8981\u308b\u9867\u5ba2\u3068\u3001\u305d\u306e\u7406\u7531\u30fb\u78ba\u8a8d\u3059\u308b\u8cea\u554f\u306e\u6848\u3092\u62c5\u5f53\u3078\u51fa\u3057\u307e\u3059\u3002","before_flow":"1. \u9867\u5ba2\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u3001\u70b9\u691c\u306b\u56de\u3063\u305f\u56de\u7b54\u306e\u4e00\u89a7\u3092\u958b\u304f\n2. 1\u4ef6\u305a\u3064\u3001\u56de\u7b54\u3068\u767b\u9332\u60c5\u5831\u3092\u898b\u6bd4\u3079\u308b\n3. \u60c5\u5831\u7cfb\u306e\u30c7\u30fc\u30bf\u3067\u3001\u305d\u306e\u9867\u5ba2\u306e\u76f4\u8fd1\u306e\u53d6\u5f15\u306e\u660e\u7d30\u3092\u958b\u304d\u3001\u5165\u51fa\u91d1\u306e\u69d8\u5b50\u3092\u898b\u308b\n4. \u56de\u7b54\u3068\u53d6\u5f15\u306e\u69d8\u5b50\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u5224\u65ad\u3059\u308b\n5. \u8ffd\u52a0\u306e\u78ba\u8a8d\u304c\u8981\u308b\u3068\u5224\u65ad\u3057\u305f\u3089\u3001\u7406\u7531\u3068\u78ba\u8a8d\u3059\u308b\u4e8b\u9805\u3092\u66f8\u3044\u3066\u55b6\u696d\u5e97\u3078\u56de\u3059\n6. \u8981\u3089\u306a\u3044\u3068\u5224\u65ad\u3057\u305f\u3089\u3001\u767b\u9332\u60c5\u5831\u3092\u66f4\u65b0\u3057\u3066\u5b8c\u4e86\u306b\u3059\u308b\n7. \u70b9\u691c\u306e\u7d50\u679c\u3092\u8868\u306b1\u884c\u6b8b\u3059\n\n**\uff08a\uff091\u4ef6\u3054\u3068\u306b\u660e\u7d30\u3092\u898b\u306b\u884c\u304f\u3002** 3\u756a\u76ee\u3067\u3001\u62c5\u5f53\u306f\u660e\u7d30\u306e\u753b\u9762\u3092\u958b\u3044\u3066\u6570\u304b\u6708\u5206\u3092\u30b9\u30af\u30ed\u30fc\u30eb\u3057\u3001**\u5165\u91d1\u5143\u304c\u3069\u308c\u304f\u3089\u3044\u3042\u308b\u304b\u3001\u6d77\u5916\u9001\u91d1\u304c\u3042\u308b\u304b\u3092\u76ee\u3067\u6570\u3048\u3066\u3044\u307e\u3059\u3002** 12\u5206\u306e\u3046\u3061\u3001\u3053\u3053\u304c\u3044\u3061\u3070\u3093\u9577\u3044\u6642\u9593\u3067\u3059\u3002\n\n**\uff08b\uff09\u8ffd\u52a0\u78ba\u8a8d\u306b\u56de\u3059\u57fa\u6e96\u304c\u62c5\u5f53\u306b\u3088\u3063\u3066\u9055\u3046\u3002** \u3042\u308b\u62c5\u5f53\u306f\u300c\u8077\u696d\u304c\u5b66\u751f\u3067\u3001\u6708\u306e\u5165\u91d1\u304c\u591a\u3044\u300d\u3092\u56de\u3057\u3001\u5225\u306e\u62c5\u5f53\u306f\u56de\u3057\u307e\u305b\u3093\u3002**\u540c\u3058\u56de\u7b54\u3067\u3082\u3001\u8ab0\u304c\u70b9\u691c\u3057\u305f\u304b\u3067\u7d50\u679c\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u7d71\u62ec\u90e8\u304c\u5f8c\u304b\u3089\u898b\u3066\u3082\u3001\u306a\u305c\u56de\u3057\u305f\u306e\u304b\u3001\u306a\u305c\u56de\u3055\u306a\u304b\u3063\u305f\u306e\u304b\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002\n\n**\uff08c\uff09\u7406\u7531\u304c\u55b6\u696d\u5e97\u306b\u4f1d\u308f\u3089\u306a\u3044\u3002** 5\u756a\u76ee\u306e\u7406\u7531\u306f\u300c\u53d6\u5f15\u306e\u72b6\u6cc1\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u4e00\u8a00\u306b\u306a\u308a\u304c\u3061\u3067\u3001**\u55b6\u696d\u5e97\u306f\u4f55\u3092\u9867\u5ba2\u306b\u805e\u3051\u3070\u3044\u3044\u306e\u304b\u5206\u304b\u3089\u306a\u3044\u307e\u307e\u96fb\u8a71\u3092\u304b\u3051\u307e\u3059\u3002** \u9867\u5ba2\u306f\u540c\u3058\u8aac\u660e\u3092\u4e8c\u5ea6\u6c42\u3081\u3089\u308c\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\uff08d\uff09\u66f4\u65b0\u3067\u6e08\u3080\u3082\u306e\u307e\u3067\u56de\u308b\u3002** \u8ee2\u8077\u3084\u5f15\u3063\u8d8a\u3057\u3067\u56de\u7b54\u304c\u5909\u308f\u3063\u305f\u3060\u3051\u306e\u9867\u5ba2\u304c\u3001**\u300c\u767b\u9332\u3068\u9055\u3046\u300d\u3068\u3044\u3046\u7406\u7531\u3067\u8ffd\u52a0\u78ba\u8a8d\u306b\u56de\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u55b6\u696d\u5e97\u306e\u624b\u9593\u3068\u3001\u9867\u5ba2\u306e\u4e0d\u4fe1\u611f\u3060\u3051\u304c\u5897\u3048\u307e\u3059\u3002","before_flow_steps":["\u9867\u5ba2\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u3001\u70b9\u691c\u306b\u56de\u3063\u305f\u56de\u7b54\u306e\u4e00\u89a7\u3092\u958b\u304f","1\u4ef6\u305a\u3064\u3001\u56de\u7b54\u3068\u767b\u9332\u60c5\u5831\u3092\u898b\u6bd4\u3079\u308b","\u60c5\u5831\u7cfb\u306e\u30c7\u30fc\u30bf\u3067\u3001\u305d\u306e\u9867\u5ba2\u306e\u76f4\u8fd1\u306e\u53d6\u5f15\u306e\u660e\u7d30\u3092\u958b\u304d\u3001\u5165\u51fa\u91d1\u306e\u69d8\u5b50\u3092\u898b\u308b","\u56de\u7b54\u3068\u53d6\u5f15\u306e\u69d8\u5b50\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u5224\u65ad\u3059\u308b","\u8ffd\u52a0\u306e\u78ba\u8a8d\u304c\u8981\u308b\u3068\u5224\u65ad\u3057\u305f\u3089\u3001\u7406\u7531\u3068\u78ba\u8a8d\u3059\u308b\u4e8b\u9805\u3092\u66f8\u3044\u3066\u55b6\u696d\u5e97\u3078\u56de\u3059","\u8981\u3089\u306a\u3044\u3068\u5224\u65ad\u3057\u305f\u3089\u3001\u767b\u9332\u60c5\u5831\u3092\u66f4\u65b0\u3057\u3066\u5b8c\u4e86\u306b\u3059\u308b","\u70b9\u691c\u306e\u7d50\u679c\u3092\u8868\u306b1\u884c\u6b8b\u3059"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u6bce\u671d\u3001\u524d\u65e5\u307e\u3067\u306b\u8fd4\u9001\u3055\u308c\u305f\u56de\u7b54\u306e\u3046\u3061\u70b9\u691c\u306b\u56de\u308b\u3082\u306e\u3092\u3001\u9867\u5ba2\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u53d6\u308a\u51fa\u3059\n2. **\u3010\u81ea\u52d5\u3011** \u60c5\u5831\u7cfb\u306e\u30c7\u30fc\u30bf\u3067\u3001\u305d\u306e\u9867\u5ba2\u306e\u53d6\u5f15\u3092\u6c7a\u307e\u3063\u305f\u9805\u76ee\u3067\u96c6\u8a08\u3059\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u3001\u6c0f\u540d\u30fb\u53e3\u5ea7\u756a\u53f7\u3092\u8a18\u53f7\u306b\u7f6e\u304d\u63db\u3048\u3001\u56de\u7b54\u30fb\u767b\u9332\u60c5\u5831\u30fb\u53d6\u5f15\u306e\u96c6\u8a08\u3092\u9805\u76ee\u3054\u3068\u306b\u4e26\u3079\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u9805\u76ee\u3054\u3068\u306b `consistent`\uff0f`updated`\uff0f`inconsistent`\uff0f`insufficient` \u3092\u4ed8\u3051\u3001\u7406\u7531\u3068\u78ba\u8a8d\u3059\u308b\u8cea\u554f\u306e\u6848\u3092\u8fd4\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u3001\u7406\u7531\u306b\u66f8\u304b\u308c\u305f\u6570\u5b57\u304c\u96c6\u8a08\u3068\u4e00\u81f4\u3059\u308b\u304b\u3001\u7981\u3058\u305f\u7406\u7531\u304c\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u7167\u5408\u3059\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u9805\u76ee\u3054\u3068\u306e\u5224\u5b9a\u304b\u3089\u3001`no_followup`\uff0f`update_only`\uff0f`followup` \u3092\u898f\u5247\u3067\u6c7a\u3081\u308b\n7. **\u3010\u4eba\u3011** \u62c5\u5f53\u304c\u3001`followup` \u3068\u3001\u7167\u5408\u3067\u5f15\u3063\u304b\u304b\u3063\u305f\u3082\u306e\u3092\u8aad\u307f\u3001\u8ffd\u52a0\u78ba\u8a8d\u306b\u56de\u3059\u304b\u3092\u6c7a\u3081\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u304c\u3001`update_only` \u3092\u4e00\u89a7\u3067\u78ba\u304b\u3081\u3001\u767b\u9332\u60c5\u5831\u3092\u66f4\u65b0\u3059\u308b\n9. **\u3010\u4eba\u3011** \u8ffd\u52a0\u78ba\u8a8d\u306b\u56de\u3059\u3082\u306e\u306f\u3001\u7406\u7531\u3068\u8cea\u554f\u306e\u6848\u3092\u76f4\u3057\u3066\u55b6\u696d\u5e97\u3078\u56de\u3059\n10. **\u3010\u4eba\u3011** \u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u7d71\u62ec\u90e8\u304c\u3001\u9031\u306b1\u56de\u3001`no_followup` \u304b\u3089\u629c\u304d\u53d6\u3063\u3066\u70b9\u691c\u3059\u308b\n\n**7\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u8ffd\u52a0\u78ba\u8a8d\u306b\u56de\u3059\u304b\u3092\u6c7a\u3081\u308b\u306e\u306f\u62c5\u5f53\u3067\u3001**AI\u306e\u5224\u5b9a\u306f\u56de\u3059\u5019\u88dc\u3068\u305d\u306e\u7406\u7531\u3092\u793a\u3059\u3068\u3053\u308d\u307e\u3067\u3067\u3059\u3002** \u62c5\u5f53\u304c\u8aad\u3080\u306e\u306f\u7406\u7531\u306e\u7d44\uff08\u56de\u7b54\u3068\u6570\u5b57\uff09\u3067\u3001**\u660e\u7d30\u3092\u958b\u304f\u306e\u306f\u3001\u7406\u7531\u306b\u7d0d\u5f97\u3067\u304d\u306a\u3044\u3068\u304d\u3060\u3051\u306b\u3057\u307e\u3059\u3002**\n\n**6\u756a\u76ee\u3092\u898f\u5247\u3067\u6c7a\u3081\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u3069\u306e\u5224\u5b9a\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u8ffd\u52a0\u78ba\u8a8d\u306b\u56de\u3059\u304b\u306f\u3001**\u884c\u5185\u306e\u7d99\u7d9a\u7684\u9867\u5ba2\u7ba1\u7406\u306e\u65b9\u91dd\u3067\u6c7a\u307e\u308a\u3001\u5f8c\u304b\u3089\u5909\u308f\u308a\u307e\u3059\u3002** AI\u306b\u306f\u9805\u76ee\u3054\u3068\u306e\u4e8b\u5b9f\u306e\u5224\u5b9a\u3092\u3055\u305b\u3001**\u56de\u3059\u304b\u3069\u3046\u304b\u306e\u7dda\u306f\u898f\u5247\u306e\u5074\u306b\u7f6e\u304d\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u6bce\u671d\u3001\u524d\u65e5\u307e\u3067\u306b\u8fd4\u9001\u3055\u308c\u305f\u56de\u7b54\u306e\u3046\u3061\u70b9\u691c\u306b\u56de\u308b\u3082\u306e\u3092\u3001\u9867\u5ba2\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u60c5\u5831\u7cfb\u306e\u30c7\u30fc\u30bf\u3067\u3001\u305d\u306e\u9867\u5ba2\u306e\u53d6\u5f15\u3092\u6c7a\u307e\u3063\u305f\u9805\u76ee\u3067\u96c6\u8a08\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u3001\u6c0f\u540d\u30fb\u53e3\u5ea7\u756a\u53f7\u3092\u8a18\u53f7\u306b\u7f6e\u304d\u63db\u3048\u3001\u56de\u7b54\u30fb\u767b\u9332\u60c5\u5831\u30fb\u53d6\u5f15\u306e\u96c6\u8a08\u3092\u9805\u76ee\u3054\u3068\u306b\u4e26\u3079\u308b","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u9805\u76ee\u3054\u3068\u306b `consistent`\uff0f`updated`\uff0f`inconsistent`\uff0f`insufficient` \u3092\u4ed8\u3051\u3001\u7406\u7531\u3068\u78ba\u8a8d\u3059\u308b\u8cea\u554f\u306e\u6848\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u3001\u7406\u7531\u306b\u66f8\u304b\u308c\u305f\u6570\u5b57\u304c\u96c6\u8a08\u3068\u4e00\u81f4\u3059\u308b\u304b\u3001\u7981\u3058\u305f\u7406\u7531\u304c\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u7167\u5408\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u9805\u76ee\u3054\u3068\u306e\u5224\u5b9a\u304b\u3089\u3001`no_followup`\uff0f`update_only`\uff0f`followup` \u3092\u898f\u5247\u3067\u6c7a\u3081\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u304c\u3001`followup` \u3068\u3001\u7167\u5408\u3067\u5f15\u3063\u304b\u304b\u3063\u305f\u3082\u306e\u3092\u8aad\u307f\u3001\u8ffd\u52a0\u78ba\u8a8d\u306b\u56de\u3059\u304b\u3092\u6c7a\u3081\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u304c\u3001`update_only` \u3092\u4e00\u89a7\u3067\u78ba\u304b\u3081\u3001\u767b\u9332\u60c5\u5831\u3092\u66f4\u65b0\u3059\u308b","**\u3010\u4eba\u3011** \u8ffd\u52a0\u78ba\u8a8d\u306b\u56de\u3059\u3082\u306e\u306f\u3001\u7406\u7531\u3068\u8cea\u554f\u306e\u6848\u3092\u76f4\u3057\u3066\u55b6\u696d\u5e97\u3078\u56de\u3059","**\u3010\u4eba\u3011** \u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u7d71\u62ec\u90e8\u304c\u3001\u9031\u306b1\u56de\u3001`no_followup` \u304b\u3089\u629c\u304d\u53d6\u3063\u3066\u70b9\u691c\u3059\u308b"],"architecture":"```\n\u3010\u5165\u529b\u3011\u70b9\u691c\u306b\u56de\u3063\u305f\u78ba\u8a8d\u66f8\u306e\u56de\u7b54\uff08\u9867\u5ba2\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6bce\u671d\u3001\u524d\u65e5\u307e\u3067\u306e\u56de\u7b54\u3092\u53d6\u308a\u51fa\u3059\n\u60c5\u5831\u7cfb\u306e\u30c7\u30fc\u30bf \u2500\u2500 \u9867\u5ba2\u3054\u3068\u306b\u53d6\u5f15\u3092\u6c7a\u307e\u3063\u305f\u9805\u76ee\u3067\u96c6\u8a08\n   \u25bc\n\u4e2d\u7d99\u306e\u51e6\u7406\uff08Azure Functions\uff09\n   \u251c\u2500\u2500 \u6c0f\u540d\u30fb\u53e3\u5ea7\u756a\u53f7\u3092\u8a18\u53f7\u306b\u7f6e\u304d\u63db\u3048\u308b\n   \u251c\u2500\u2500 \u56de\u7b54\u30fb\u767b\u9332\u60c5\u5831\u30fb\u53d6\u5f15\u306e\u96c6\u8a08\u3092\u9805\u76ee\u3054\u3068\u306b\u4e26\u3079\u308b\n   \u25bc\nAzure OpenAI\uff08Microsoft Foundry\u3002\u69cb\u9020\u5316\u51fa\u529b\uff09\n   \u2502  \u9805\u76ee\u3054\u3068\u306e\u5224\u5b9a\uff0f\u7406\u7531\uff08\u56de\u7b54\u3068\u6570\u5b57\u306e\u7d44\uff09\uff0f\u78ba\u8a8d\u3059\u308b\u8cea\u554f\u306e\u6848\n   \u25bc\n\u4e2d\u7d99\u306e\u51e6\u7406 \u2500\u2500 \u7406\u7531\u306e\u6570\u5b57\u3068\u96c6\u8a08\u306e\u7167\u5408\u3001\u7981\u3058\u305f\u7406\u7531\u306e\u691c\u51fa\u3001\u898f\u5247\u3067\u632f\u308a\u5206\u3051\n   \u25bc\n\u3010\u4eba\u3011\u62c5\u5f53\u304c followup \u3068\u7167\u5408\u306e\u5f15\u3063\u304b\u304b\u308a\u3092\u8aad\u307f\u3001\u8ffd\u52a0\u78ba\u8a8d\u306b\u56de\u3059\u304b\u3092\u6c7a\u3081\u308b\n   \u251c\u2500\u2500\u25b6 \u55b6\u696d\u5e97\u3078\uff08\u7406\u7531\u3068\u8cea\u554f\uff09\n   \u2514\u2500\u2500\u25b6 \u767b\u9332\u60c5\u5831\u306e\u66f4\u65b0\n\u3010\u4eba\u3011\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u7d71\u62ec\u90e8\u304c no_followup \u3092\u629c\u304d\u53d6\u3063\u3066\u70b9\u691c\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u751f\u6210AI | Azure OpenAI\uff08Microsoft Foundry\uff09 | Claude API\u3001Gemini API |\n| \u9023\u643a | Azure Functions\uff08\u8a18\u53f7\u306e\u7f6e\u304d\u63db\u3048\u3001\u9805\u76ee\u306e\u4e26\u3079\u66ff\u3048\u3001\u7167\u5408\u3001\u898f\u5247\u3067\u306e\u632f\u308a\u5206\u3051\uff09 | Power Automate |\n| \u96c6\u8a08 | \u884c\u5185\u306e\u60c5\u5831\u7cfb\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08\u9867\u5ba2\u3054\u3068\u306e\u53d6\u5f15\u306e\u96c6\u8a08\uff09 | \u53d6\u5f15\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u96c6\u8a08\u6a5f\u80fd |\n| \u753b\u9762 | \u70b9\u691c\u753b\u9762\uff08\u884c\u5185\u306eWeb\u30a2\u30d7\u30ea\uff09 | \u9867\u5ba2\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u753b\u9762\u306b\u7d44\u307f\u8fbc\u3080 |\n\n**\u9867\u5ba2\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u52d8\u5b9a\u7cfb\u306b\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** 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\u30c8\u30ea\u30ac\u30fc\n\n**\u6bce\u671d7\u6642\u306b\u3001\u524d\u65e5\u307e\u3067\u306b\u8fd4\u9001\u3055\u308c\u305f\u56de\u7b54\u306e\u3046\u3061\u70b9\u691c\u306b\u56de\u308b\u3082\u306e\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002** \u56de\u7b54\u306f\u65e5\u4e2d\u306b\u5c11\u3057\u305a\u3064\u5c4a\u304d\u307e\u3059\u304c\u3001**\u53d6\u5f15\u306e\u96c6\u8a08\u306f\u524d\u65e5\u306e\u7de0\u3081\u306e\u5f8c\u306e\u30c7\u30fc\u30bf\u3067\u884c\u3046**\u306e\u3067\u30011\u65e51\u56de\u306b\u305d\u308d\u3048\u307e\u3059\u3002\n\n**\u53d6\u308a\u51fa\u3059\u6761\u4ef6\u306f\u3001\u4eca\u306e\u70b9\u691c\u306e\u5bfe\u8c61\u3068\u540c\u3058\u306b\u3057\u307e\u3059\u3002** 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\u5165\u91d1\u5143\u306e\u6570\uff086\u304b\u6708\uff09 | 2 |\n| \u73fe\u91d1\u306e\u5165\u51fa\u91d1\u306e\u5272\u5408 | \u51fa\u91d1\u306e\u7d046\u5272\u304c\u73fe\u91d1 |\n| \u6d77\u5916\u9001\u91d1\u306e\u4ef6\u6570\uff086\u304b\u6708\uff09 | 0 |\n| \u53e3\u5ea7\u958b\u8a2d\u304b\u3089\u306e\u5e74\u6570 | 4\u5e74 |\n\n**\u91d1\u984d\u306f\u5e2f\u3067\u6e21\u3057\u307e\u3059\u3002** 1\u5186\u5358\u4f4d\u306e\u91d1\u984d\u306f\u5224\u5b9a\u306b\u8981\u3089\u305a\u3001**\u751f\u6210AI\u3078\u9001\u308b\u60c5\u5831\u3092\u6e1b\u3089\u305b\u307e\u3059\u3002** \u5e2f\u306e\u533a\u5207\u308a\u306f\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u7d71\u62ec\u90e8\u304c\u6c7a\u3081\u3001\u3059\u3079\u3066\u306e\u9867\u5ba2\u3067\u540c\u3058\u306b\u3057\u307e\u3059\u3002\n\n**\u9867\u5ba2\u30ea\u30b9\u30af\u8a55\u4fa1\u304c\u9ad8\u306e\u9867\u5ba2\u306b\u306f\u3001\u78ba\u8a8d\u66f8\u306e\u9805\u76ee\u3092\u8db3\u3057\u3066\u3044\u307e\u3059\u3002** \u91d1\u878d\u5e81\u306eFAQ\u306f\u3001\u9ad8\u30ea\u30b9\u30af\u9867\u5ba2\u306b\u3064\u3044\u3066\u3001\u901a\u5e38\u306e\u78ba\u8a8d\u9805\u76ee\u306b\u52a0\u3048\u3066**\u4f8b\u3048\u30701\u5e74\u3054\u3068\u306b\u3001\u8cc7\u7523\u30fb\u53ce\u5165\u306e\u72b6\u6cc1\u3001\u8cc7\u91d1\u6e90\u3001\u5546\u6d41\u7b49\u3092\u78ba\u8a8d\u3059\u308b**\u3053\u3068\u306a\u3069\u3092\u6319\u3052\u3066\u3044\u307e\u3059\u3002\u8db3\u3057\u305f\u9805\u76ee\u3082\u540c\u3058\u5f62\u3067\u9805\u76ee\u3054\u3068\u306b\u4e26\u3079\u3001**\u9ad8\u30ea\u30b9\u30af\u306e\u9867\u5ba2\u3060\u3051\u5224\u5b9a\u306e\u9805\u76ee\u304c\u5897\u3048\u308b**\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u56de\u7b54\u3068\u767b\u9332\u60c5\u5831 | \u9867\u5ba2\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u51fa\u529b\u3092\u3001\u4e2d\u7d99\u306e\u51e6\u7406\u304c\u53d7\u3051\u53d6\u308b | \u5224\u5b9a\u306e\u5bfe\u8c61 |\n| \u53d6\u5f15\u306e\u96c6\u8a08 | \u60c5\u5831\u7cfb\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3001\u6c7a\u307e\u3063\u305f\u554f\u3044\u5408\u308f\u305b\u3092\u6bce\u671d\u6d41\u3059 | \u56de\u7b54\u3068\u7167\u3089\u3059\u6570\u5b57 |\n| \u524d\u56de\u306e\u70b9\u691c\u306e\u7d50\u679c | \u70b9\u691c\u7d50\u679c\u306e\u8868\u3092\u3001\u9867\u5ba2\u306e\u756a\u53f7\u3067\u5f15\u304f | \u524d\u56de\u3068\u540c\u3058\u98df\u3044\u9055\u3044\u304c\u7d9a\u3044\u3066\u3044\u308b\u304b |\n| \u5224\u5b9a\u306e\u898f\u5247\u3068\u8cea\u554f\u306e\u4e00\u89a7 | \u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u7d71\u62ec\u90e8\u306e\u4e00\u89a7 | \u6307\u793a\u3068\u7167\u5408 |\n\n**\u96c6\u8a08\u306e\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u7d71\u62ec\u90e8\u3068\u60c5\u5831\u7cfb\u306e\u62c5\u5f53\u304c\u4e00\u7dd2\u306b\u4f5c\u308a\u3001\u7248\u3092\u4ed8\u3051\u3066\u7ba1\u7406\u3057\u307e\u3059\u3002** \u96c6\u8a08\u306e\u5b9a\u7fa9\u304c\u5909\u308f\u308b\u3068\u3001**\u540c\u3058\u56de\u7b54\u3067\u3082\u5224\u5b9a\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u3069\u306e\u7248\u306e\u96c6\u8a08\u3067\u5224\u5b9a\u3057\u305f\u304b\u3092\u3001\u5224\u5b9a\u306e\u7d50\u679c\u3068\u4e00\u7dd2\u306b\u6b8b\u3057\u307e\u3059\u3002\n\n**\u524d\u56de\u306e\u70b9\u691c\u306e\u7d50\u679c\u306f\u3001\u524d\u56de\u306e\u5224\u5b9a\u306e\u8981\u7d04\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002** \u524d\u56de\u300c\u8ffd\u52a0\u78ba\u8a8d\u306e\u7d50\u679c\u3001\u53d6\u5f15\u306e\u76ee\u7684\u306f\u5bb6\u65cf\u304b\u3089\u306e\u4ed5\u9001\u308a\u3068\u78ba\u8a8d\u300d\u3068\u306a\u3063\u3066\u3044\u308c\u3070\u3001**\u4eca\u56de\u3082\u540c\u3058\u5165\u91d1\u5143\u306e\u6570\u3092\u98df\u3044\u9055\u3044\u3068\u3057\u3066\u6319\u3052\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u8a18\u53f7\u3078\u306e\u7f6e\u304d\u63db\u3048** \u2026 \u6c0f\u540d\u3092 `{NAME}`\u3001\u53e3\u5ea7\u756a\u53f7\u3092 `{ACCT}`\u3001\u52e4\u52d9\u5148\u306e\u540d\u79f0\u3092 `{EMP1}` \u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\n2. **\u9805\u76ee\u306e\u4e26\u3079\u66ff\u3048** \u2026 \u56de\u7b54\u30fb\u767b\u9332\u60c5\u5831\u30fb\u96c6\u8a08\u3092\u3001\u8077\u696d\u30fb\u53d6\u5f15\u306e\u76ee\u7684\u30fb\u5165\u91d1\u306e\u51fa\u3069\u3053\u308d\u30fb\u6d77\u5916\u9001\u91d1\u306e4\u3064\u306e\u9805\u76ee\u3054\u3068\u306b\u4e26\u3079\u307e\u3059\n3. **\u767b\u9332\u3068\u306e\u5dee\u5206\u306e\u4ed8\u4e0e** \u2026 \u56de\u7b54\u3068\u767b\u9332\u304c\u9055\u3046\u9805\u76ee\u306b\u3001\u6a5f\u68b0\u3067\u300c\u5909\u66f4\u3042\u308a\u300d\u306e\u5370\u3092\u4ed8\u3051\u307e\u3059\n4. **\u81ea\u7531\u8a18\u5165\u306e\u5206\u96e2** \u2026 \u81ea\u7531\u8a18\u5165\u306f\u56de\u7b54\u306e\u9805\u76ee\u3068\u5206\u3051\u3066\u6e21\u3057\u3001**\u9805\u76ee\u306e\u56de\u7b54\u3092\u4e0a\u66f8\u304d\u3055\u305b\u307e\u305b\u3093**\n5. **\u96c6\u8a08\u306e\u6b20\u3051\u306e\u78ba\u8a8d** \u2026 \u96c6\u8a08\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee\u306f\u3001\u7a7a\u3067\u306f\u306a\u304f\u300c\u96c6\u8a08\u306a\u3057\u300d\u3068\u660e\u793a\u3057\u307e\u3059\n6. **\u56fd\u7c4d\u30fb\u5728\u7559\u8cc7\u683c\u306e\u6271\u3044** \u2026 \u56de\u7b54\u306b\u3042\u3063\u3066\u3082\u3001**\u5224\u5b9a\u306e\u5165\u529b\u304b\u3089\u306f\u5916\u3057\u307e\u3059**\n\n**6\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u56fd\u3084\u5730\u57df\u306b\u4fc2\u308b\u30ea\u30b9\u30af\u306f\u3001\u884c\u5185\u306e\u9867\u5ba2\u30ea\u30b9\u30af\u8a55\u4fa1\u306e\u4ed5\u7d44\u307f\u3067\u3001**\u5b9a\u3081\u305f\u65b9\u6cd5\u3067\u8a55\u4fa1\u6e08\u307f\u3067\u3059\u3002** \u751f\u6210AI\u306b\u56fd\u7c4d\u3092\u6e21\u3059\u3068\u3001\u53d6\u5f15\u3068\u56de\u7b54\u306b\u98df\u3044\u9055\u3044\u304c\u7121\u304f\u3066\u3082\u3001**\u5c5e\u6027\u3060\u3051\u3092\u7406\u7531\u306b\u8ffd\u52a0\u78ba\u8a8d\u3092\u52e7\u3081\u308b\u5224\u5b9a\u304c\u6df7\u3056\u308a\u307e\u3059\u3002** \u6d77\u5916\u9001\u91d1\u306e\u9001\u91d1\u5148\u306e\u56fd\u306f\u53d6\u5f15\u306e\u4e8b\u5b9f\u306a\u306e\u3067\u6e21\u3057\u307e\u3059\u304c\u3001**\u7406\u7531\u306b\u3067\u304d\u308b\u306e\u306f\u56de\u7b54\u3068\u306e\u98df\u3044\u9055\u3044\u3060\u3051**\u306b\u3057\u307e\u3059\u3002\n\n**5\u756a\u76ee\u306f\u3001\u300c\u6570\u5b57\u304c\u7121\u3044\u300d\u3068\u300c\u6570\u5b57\u304c0\u300d\u3092\u5206\u3051\u308b\u305f\u3081\u3067\u3059\u3002** \u6d77\u5916\u9001\u91d1\u306e\u96c6\u8a08\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u9867\u5ba2\u30920\u4ef6\u3068\u3057\u3066\u6e21\u3059\u3068\u3001**\u300c\u6d77\u5916\u9001\u91d1\u306e\u4e88\u5b9a\u3042\u308a\u300d\u3068\u56de\u7b54\u3057\u305f\u9867\u5ba2\u304c\u98df\u3044\u9055\u3044\u306b\u898b\u3048\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u30014\u3064\u306e\u9805\u76ee\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u56de\u7b54\u3068\u767b\u9332\u60c5\u5831\u3068\u96c6\u8a08\u3092\u7167\u3089\u3057\u3001\u5224\u5b9a\u3068\u7406\u7531\u3092\u66f8\u304f\u3053\u3068\u3067\u3059\u3002**\n\n| \u5224\u5b9a | \u610f\u5473 | \u4f8b |\n|:--|:--|:--|\n| `consistent` | \u56de\u7b54\u304c\u767b\u9332\u3068\u540c\u3058\u3067\u3001\u96c6\u8a08\u3068\u3082\u5408\u3046 | \u53d6\u5f15\u306e\u76ee\u7684\u304c\u7d66\u4e0e\u306e\u53d7\u53d6\u3067\u3001\u5165\u91d1\u5143\u304c\u52e4\u52d9\u51481\u4ef6 |\n| `updated` | \u56de\u7b54\u304c\u767b\u9332\u3068\u9055\u3046\u304c\u3001\u96c6\u8a08\u3068\u5408\u3044\u3001\u4e8b\u60c5\u306e\u5909\u5316\u3068\u3057\u3066\u8aad\u3081\u308b | \u8077\u696d\u304c\u4f1a\u793e\u54e1\u304b\u3089\u81ea\u55b6\u696d\u306b\u5909\u308f\u308a\u3001\u5165\u91d1\u5143\u304c\u5897\u3048\u305f |\n| `inconsistent` | \u56de\u7b54\u3068\u96c6\u8a08\u304c\u5408\u308f\u306a\u3044 | \u6d77\u5916\u9001\u91d1\u306e\u4e88\u5b9a\u306a\u3057\u3068\u56de\u7b54\u3057\u305f\u304c\u30016\u304b\u6708\u306b\u6d77\u5916\u9001\u91d1\u304c5\u4ef6 |\n| `insufficient` | \u56de\u7b54\u304c\u7a7a\u3001\u307e\u305f\u306f\u5224\u65ad\u306b\u8db3\u308a\u306a\u3044 | \u53d6\u5f15\u306e\u76ee\u7684\u304c\u300c\u305d\u306e\u4ed6\u300d\u3067\u81ea\u7531\u8a18\u5165\u3082\u7121\u3044 |\n\n**`updated` \u3068 `inconsistent` \u306e\u5883\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u5224\u65ad\u3067\u3059\u3002** \u56de\u7b54\u304c\u5909\u308f\u3063\u305f\u3053\u3068\u81ea\u4f53\u306f\u7406\u7531\u306b\u306a\u308a\u307e\u305b\u3093\u3002**\u5909\u308f\u3063\u305f\u56de\u7b54\u304c\u96c6\u8a08\u3068\u5408\u3046\u304b\u3069\u3046\u304b**\u3067\u5206\u3051\u307e\u3059\u3002\u5408\u3046\u306a\u3089\u66f4\u65b0\u3067\u6e08\u307f\u3001\u5408\u308f\u306a\u3044\u306a\u3089\u78ba\u8a8d\u304c\u8981\u308a\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u7591\u308f\u3057\u3044\u53d6\u5f15\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b | \u5c4a\u51fa\u306e\u5224\u65ad\u306f\u884c\u5185\u306e\u6240\u5b9a\u306e\u624b\u7d9a\u304d\u3067\u884c\u3046 |\n| \u9867\u5ba2\u30ea\u30b9\u30af\u8a55\u4fa1\u3092\u5909\u3048\u308b\u30fb\u52e7\u3081\u308b | \u8a55\u4fa1\u306e\u898b\u76f4\u3057\u306f\u884c\u5185\u306e\u65b9\u91dd\u3068\u624b\u7d9a\u304d\u3067\u884c\u3046 |\n| \u53d6\u5f15\u306e\u5236\u9650\u30fb\u8b1d\u7d76\u3092\u52e7\u3081\u308b | \u5408\u7406\u7684\u306a\u7406\u7531\u306a\u304f\u8b1d\u7d76\u7b49\u3092\u884c\u308f\u306a\u3044\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u308b |\n| \u56fd\u7c4d\u30fb\u6c0f\u540d\u30fb\u5e74\u9f62\u3092\u7406\u7531\u306b\u3059\u308b | \u5c5e\u6027\u3060\u3051\u3092\u7406\u7531\u306b\u3057\u305f\u78ba\u8a8d\u306f\u3001\u9867\u5ba2\u306e\u4e0d\u5229\u76ca\u306b\u306a\u308b |\n| \u96c6\u8a08\u306b\u7121\u3044\u6570\u5b57\u3092\u4f5c\u308b | \u660e\u7d30\u3092\u63a8\u6e2c\u3057\u3066\u6570\u3048\u306a\u3044 |\n| \u56de\u7b54\u306e\u610f\u56f3\u3092\u63a8\u6e2c\u3057\u3066\u88dc\u3046 | \u300c\u751f\u6d3b\u8cbb\u300d\u3092\u300c\u5bb6\u65cf\u3078\u306e\u4ed5\u9001\u308a\u300d\u3068\u8aad\u307f\u66ff\u3048\u306a\u3044 |\n\n**3\u884c\u76ee\u306f\u3001\u91d1\u878d\u5e81\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u8a18\u8ff0\u306b\u6cbf\u3063\u3066\u3044\u307e\u3059\u3002** \u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306f\u3001\u81ea\u3089\u304c\u5b9a\u3081\u308b\u9069\u5207\u306a\u9867\u5ba2\u7ba1\u7406\u3092\u5b9f\u65bd\u3067\u304d\u306a\u3044\u3068\u5224\u65ad\u3057\u305f\u9867\u5ba2\u30fb\u53d6\u5f15\u7b49\u306b\u3064\u3044\u3066\u3001\u53d6\u5f15\u306e\u8b1d\u7d76\u3092\u884c\u3046\u3053\u3068\u7b49\u3092\u542b\u3081\u30ea\u30b9\u30af\u906e\u65ad\u3092\u56f3\u308b\u3053\u3068\u306e\u691c\u8a0e\u3092\u6319\u3052\u308b\u4e00\u65b9\u3001**\u30de\u30cd\u30ed\u30f3\u30fb\u30c6\u30ed\u8cc7\u91d1\u4f9b\u4e0e\u5bfe\u7b56\u306e\u540d\u76ee\u3067\u5408\u7406\u7684\u306a\u7406\u7531\u306a\u304f\u8b1d\u7d76\u7b49\u3092\u884c\u308f\u306a\u3044\u3053\u3068**\u3068\u3057\u3066\u3044\u307e\u3059\u3002**\u751f\u6210AI\u306e\u5224\u5b9a\u304c\u8b1d\u7d76\u306e\u5165\u53e3\u306b\u306a\u3089\u306a\u3044\u3088\u3046\u3001\u51fa\u529b\u306e\u9078\u629e\u80a2\u306b\u305d\u3082\u305d\u3082\u5165\u308c\u307e\u305b\u3093\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u9280\u884c\u306e\u7d99\u7d9a\u7684\u9867\u5ba2\u7ba1\u7406\u3067\u3001\u9867\u5ba2\u304b\u3089\u8fd4\u9001\u3055\u308c\u305f\u78ba\u8a8d\u66f8\u306e\u56de\u7b54\u3092\u70b9\u691c\u3059\u308b\u62c5\u5f53\u3092\u88dc\u52a9\u3057\u307e\u3059\u3002\n\u6e21\u3059\u306e\u306f\u30011\u4eba\u306e\u9867\u5ba2\u306e\u3010\u56de\u7b54\u3011\u3010\u767b\u9332\u60c5\u5831\u3011\u3010\u53d6\u5f15\u306e\u96c6\u8a08\u3011\u3010\u524d\u56de\u306e\u70b9\u691c\u306e\u7d50\u679c\u3011\u3067\u3059\u3002\n\u8ffd\u52a0\u306e\u78ba\u8a8d\u304c\u8981\u308b\u304b\u3092\u6c7a\u3081\u308b\u306e\u306f\u62c5\u5f53\u3067\u3059\u3002\u3042\u306a\u305f\u306f\u9805\u76ee\u3054\u3068\u306e\u5224\u5b9a\u3068\u7406\u7531\u3092\u66f8\u304d\u307e\u3059\u3002\n\n\u3010\u9805\u76ee\u3011occupation\uff08\u8077\u696d\uff09\uff0fpurpose\uff08\u53d6\u5f15\u306e\u76ee\u7684\uff09\uff0fsource\uff08\u4e3b\u306a\u5165\u91d1\u306e\u51fa\u3069\u3053\u308d\uff09\uff0f\n        overseas\uff08\u6d77\u5916\u9001\u91d1\u306e\u4e88\u5b9a\uff09\n\n\u3010judgment \u306e\u9078\u3073\u65b9\u3011\n- consistent ..... \u56de\u7b54\u304c\u767b\u9332\u3068\u540c\u3058\u3067\u3001\u53d6\u5f15\u306e\u96c6\u8a08\u3068\u3082\u5408\u3046\n- updated ........ \u56de\u7b54\u304c\u767b\u9332\u3068\u9055\u3046\u304c\u3001\u53d6\u5f15\u306e\u96c6\u8a08\u3068\u5408\u3044\u3001\u4e8b\u60c5\u306e\u5909\u5316\u3068\u3057\u3066\u8aad\u3081\u308b\n- inconsistent ... \u56de\u7b54\u3068\u53d6\u5f15\u306e\u96c6\u8a08\u304c\u5408\u308f\u306a\u3044\n- insufficient ... \u56de\u7b54\u304c\u7a7a\u3001\u307e\u305f\u306f\u5224\u65ad\u306b\u8db3\u308a\u306a\u3044\n\u56de\u7b54\u304c\u767b\u9332\u3068\u9055\u3046\u3068\u3044\u3046\u3060\u3051\u3067 inconsistent \u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\u8ff7\u3063\u305f\u3068\u304d\u306b consistent \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u7406\u7531\u306b\u306f\u3001\u3069\u306e\u56de\u7b54\u3068\u3001\u53d6\u5f15\u306e\u96c6\u8a08\u306e\u3069\u306e\u6570\u5b57\u304c\u5408\u308f\u306a\u3044\u306e\u304b\u3092\u30011\u7d44\u305a\u3064\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6570\u5b57\u306f\u3010\u53d6\u5f15\u306e\u96c6\u8a08\u3011\u306b\u66f8\u304b\u308c\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8a08\u7b97\u3084\u63a8\u6e2c\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u96c6\u8a08\u306a\u3057\u300d\u306e\u9805\u76ee\u306f\u30010\u4ef6\u3068\u3057\u3066\u6271\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u56fd\u7c4d\u30fb\u6c0f\u540d\u30fb\u5e74\u9f62\u30fb\u6027\u5225\u3092\u7406\u7531\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7591\u308f\u3057\u3044\u53d6\u5f15\u304b\u3069\u3046\u304b\u3001\u9867\u5ba2\u30ea\u30b9\u30af\u8a55\u4fa1\u3092\u5909\u3048\u308b\u3079\u304d\u304b\u3001\u53d6\u5f15\u3092\u5236\u9650\u30fb\u8b1d\u7d76\u3059\u3079\u304d\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u56de\u7b54\u306e\u610f\u56f3\u3092\u63a8\u6e2c\u3057\u3066\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u751f\u6d3b\u8cbb\u300d\u306f\u300c\u751f\u6d3b\u8cbb\u300d\u3068\u3057\u3066\u6271\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n- \u524d\u56de\u306e\u70b9\u691c\u3067\u78ba\u8a8d\u6e08\u307f\u306e\u4e8b\u60c5\u304c\u3042\u308c\u3070\u3001\u540c\u3058\u70b9\u3092 inconsistent \u306b\u305b\u305a\u3001\u305d\u306e\u65e8\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- questions \u306b\u306f\u3001\u55b6\u696d\u5e97\u304c\u9867\u5ba2\u306b\u805e\u304f\u8cea\u554f\u306e\u6848\u3092\u3001\u3010\u8cea\u554f\u306e\u4e00\u89a7\u3011\u306e\u5b9a\u578b\u3092\u3082\u3068\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u9867\u5ba2\u3092\u7591\u3063\u3066\u3044\u308b\u3068\u53d7\u3051\u53d6\u3089\u308c\u308b\u8a00\u3044\u56de\u3057\u306f\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u56de\u7b54\u3011{answers}\n\u3010\u767b\u9332\u60c5\u5831\u3011{profile}\n\u3010\u53d6\u5f15\u306e\u96c6\u8a08\u3011{aggregates}\n\u3010\u524d\u56de\u306e\u70b9\u691c\u306e\u7d50\u679c\u3011{previous}\n\u3010\u8cea\u554f\u306e\u4e00\u89a7\u3011{question_templates}\n```\n\n**\u300c\u56de\u7b54\u304c\u767b\u9332\u3068\u9055\u3046\u3068\u3044\u3046\u3060\u3051\u3067 inconsistent \u306b\u3057\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u5909\u66f4\u306e\u3042\u3063\u305f\u56de\u7b54\u304c\u307b\u307c\u3059\u3079\u3066\u98df\u3044\u9055\u3044\u306b\u306a\u308a\u307e\u3059\u3002** \u7b2c3\u7ae0\u306e\uff08d\uff09\u306e\u3001\u66f4\u65b0\u3067\u6e08\u3080\u3082\u306e\u307e\u3067\u56de\u308b\u72b6\u614b\u304c\u305d\u306e\u307e\u307e\u518d\u73fe\u3055\u308c\u307e\u3059\u3002\n\n**\u300c\u8ff7\u3063\u305f\u3068\u304d\u306b consistent \u3092\u9078\u3070\u306a\u3044\u300d\u306f\u3001\u53cd\u5bfe\u5074\u306e\u5931\u6557\u3092\u6b62\u3081\u308b\u305f\u3081\u306e\u4e00\u6587\u3067\u3059\u3002** \u8ff7\u3046\u3082\u306e\u306f `insufficient` \u304b `inconsistent` \u306b\u5bc4\u305b\u3001**\u62c5\u5f53\u306e\u76ee\u306b\u5165\u308b\u5074\u306b\u7f6e\u304d\u307e\u3059\u3002** \u898b\u9003\u3057\u3088\u308a\u3001\u62c5\u5f53\u304c\u8aad\u3093\u3067\u623b\u3059\u307b\u3046\u304c\u5b89\u5168\u3067\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"customer_ref\": \"{ID1}\",\n  \"items\": [\n    {\n      \"item\": \"occupation | purpose | source | overseas\",\n      \"judgment\": \"consistent | updated | inconsistent | insufficient\",\n      \"answer_quote\": \"\",\n      \"data_points\": [ { \"field\": \"\", \"value\": \"\" } ],\n      \"reason\": \"\"\n    }\n  ],\n  \"previous_context_used\": false,\n  \"questions\": [ { \"item\": \"\", \"text\": \"\" } ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`data_points` \u3067\u7406\u7531\u306e\u6570\u5b57\u3092\u7167\u5408\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** `field` \u306f\u96c6\u8a08\u306e\u9805\u76ee\u540d\u3001`value` \u306f\u305d\u306e\u5024\u3067\u3059\u3002\u4e2d\u7d99\u306e\u51e6\u7406\u304c**\u96c6\u8a08\u306e\u5b9f\u969b\u306e\u5024\u3068\u4e00\u81f4\u3059\u308b\u304b\u3092\u78ba\u304b\u3081\u3001\u5408\u308f\u306a\u3051\u308c\u3070\u305d\u306e\u9805\u76ee\u3092\u62c5\u5f53\u306b\u56de\u3057\u307e\u3059\u3002** \u751f\u6210AI\u304c\u6570\u5b57\u3092\u4f5c\u3063\u305f\u5834\u5408\u3001\u3053\u3053\u3067\u898b\u3064\u304b\u308a\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u9805\u76ee\u3054\u3068\u306e\u5224\u5b9a\u3092\u898f\u5247\u3067\u8aad\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u632f\u308a\u5206\u3051\u306e\u898f\u5247\u306f\u3001\u305f\u3068\u3048\u3070\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u632f\u308a\u5206\u3051 | \u6761\u4ef6 |\n|:--|:--|\n| `followup` | `inconsistent` \u304c1\u3064\u3067\u3082\u3042\u308b\u3001\u307e\u305f\u306f\u9867\u5ba2\u30ea\u30b9\u30af\u8a55\u4fa1\u304c\u9ad8\u3067 `insufficient` \u304c1\u3064\u3067\u3082\u3042\u308b |\n| `update_only` | `updated` \u304c\u3042\u308a\u3001`inconsistent` \u3068 `insufficient` \u304c\u7121\u3044 |\n| `no_followup` | \u3059\u3079\u3066 `consistent` |\n| \u62c5\u5f53\u3078\u56de\u3059 | `data_points` \u306e\u7167\u5408\u304c\u5408\u308f\u306a\u3044\u3001\u7981\u3058\u305f\u7406\u7531\u304c\u691c\u51fa\u3055\u308c\u305f |\n\n**\u3053\u306e\u8868\u306f\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u7d71\u62ec\u90e8\u304c\u6c7a\u3081\u3001\u7248\u3092\u4ed8\u3051\u3066\u7ba1\u7406\u3057\u307e\u3059\u3002** \u7d99\u7d9a\u7684\u9867\u5ba2\u7ba1\u7406\u306e\u65b9\u91dd\u304c\u5909\u308f\u308c\u3070\u3001**\u76f4\u3059\u306e\u306f\u3053\u306e\u8868\u3060\u3051\u3067\u3001\u751f\u6210AI\u3078\u306e\u6307\u793a\u306f\u5909\u3048\u307e\u305b\u3093\u3002**\n\n**3\u3064\u76ee\u306f\u3001`questions` \u3067\u55b6\u696d\u5e97\u306b\u6e21\u3059\u4e2d\u8eab\u304c\u305d\u308d\u3046\u3053\u3068\u3067\u3059\u3002** \u7b2c3\u7ae0\u306e\uff08c\uff09\u306e\u300c\u53d6\u5f15\u306e\u72b6\u6cc1\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u4e00\u8a00\u304c\u3001**\u9805\u76ee\u3054\u3068\u306e\u5177\u4f53\u7684\u306a\u8cea\u554f\u306b\u5909\u308f\u308a\u307e\u3059\u3002**\n\n\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f\u3001**\u3059\u3079\u3066\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5fc5\u9808\u306b\u3057\u3001`additionalProperties: false` \u3092\u8a2d\u5b9a\u3059\u308b**\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u6587\u5b57\u5217\u306e `pattern` \u306a\u3069\u306f\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u306a\u3044\u305f\u3081\u3001**`data_points` \u306e\u5024\u306e\u5f62\u306e\u78ba\u8a8d\u306f\u4e2d\u7d99\u306e\u51e6\u7406\u306e\u5074\u3067\u884c\u3044\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u9867\u5ba2\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0 | \u6bce\u671d\u306e\u51fa\u529b\u3092\u53d7\u3051\u53d6\u308b | \u56de\u7b54\u30fb\u767b\u9332\u60c5\u5831\u30fb\u9867\u5ba2\u30ea\u30b9\u30af\u8a55\u4fa1 |\n| \u60c5\u5831\u7cfb\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 | \u6c7a\u307e\u3063\u305f\u554f\u3044\u5408\u308f\u305b\u3067\u96c6\u8a08 | \u9867\u5ba2\u3054\u3068\u306e\u53d6\u5f15\u306e\u96c6\u8a08 |\n| Azure OpenAI | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u9805\u76ee\u3054\u3068\u306e\u5224\u5b9a\u30fb\u7406\u7531\u30fb\u8cea\u554f\u306e\u6848 |\n| \u70b9\u691c\u753b\u9762 | \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u66f8\u304d\u8fbc\u3080 | \u632f\u308a\u5206\u3051\u3068\u7406\u7531\u3001\u671f\u65e5 |\n| \u70b9\u691c\u7d50\u679c\u306e\u8868 | \u62c5\u5f53\u306e\u6c7a\u5b9a\u6642\u306b\u66f8\u304d\u8fbc\u3080 | \u5224\u5b9a\u30fb\u62c5\u5f53\u306e\u6c7a\u5b9a\u30fb\u56de\u4ed8\u5148 |\n\n**\u7981\u3058\u305f\u7406\u7531\u306e\u691c\u51fa\u306f\u3001\u4e2d\u7d99\u306e\u51e6\u7406\u3067\u6a5f\u68b0\u7684\u306b\u884c\u3044\u307e\u3059\u3002** `reason` \u306e\u6587\u306b\u3001\u56fd\u7c4d\u30fb\u5728\u7559\u8cc7\u683c\u30fb\u5e74\u9f62\u306a\u3069\u306e\u8a9e\u304c\u542b\u307e\u308c\u3066\u3044\u308c\u3070\u3001**\u305d\u306e\u9867\u5ba2\u3092\u62c5\u5f53\u3078\u56de\u3057\u3001\u5224\u5b9a\u306b\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u8ffd\u52a0\u78ba\u8a8d\u306b\u56de\u3059\u304b\u3092\u6c7a\u3081\u308b\u306e\u306f\u62c5\u5f53\u3067\u3001\u8aad\u3080\u9806\u756a\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002**\n\n1. **\u7167\u5408\u3067\u5f15\u3063\u304b\u304b\u3063\u305f\u3082\u306e\u3092\u5148\u306b\u898b\u308b** \u2026 \u6570\u5b57\u304c\u96c6\u8a08\u3068\u5408\u308f\u306a\u3044\u3082\u306e\u3001\u7981\u3058\u305f\u7406\u7531\u304c\u51fa\u305f\u3082\u306e\u3067\u3059\u3002**\u660e\u7d30\u3092\u958b\u3044\u3066\u81ea\u5206\u3067\u5224\u65ad\u3057\u307e\u3059**\n2. **`followup` \u306e\u7406\u7531\u3092\u8aad\u3080** \u2026 \u56de\u7b54\u3068\u6570\u5b57\u306e\u7d44\u306b\u7d0d\u5f97\u3067\u304d\u308b\u304b\u3092\u898b\u307e\u3059\u3002**\u7d0d\u5f97\u3067\u304d\u308c\u3070\u3001\u8cea\u554f\u306e\u6848\u3092\u76f4\u3057\u3066\u55b6\u696d\u5e97\u3078\u56de\u3057\u307e\u3059**\n3. **`update_only` \u3092\u4e00\u89a7\u3067\u78ba\u304b\u3081\u308b** \u2026 \u66f4\u65b0\u306e\u5185\u5bb9\u304c\u56de\u7b54\u3069\u304a\u308a\u304b\u3092\u898b\u3066\u3001\u767b\u9332\u60c5\u5831\u3092\u66f4\u65b0\u3057\u307e\u3059\n4. **\u6c7a\u5b9a\u3092\u8a18\u9332\u3059\u308b** \u2026 \u56de\u3057\u305f\u304b\u3001\u56de\u3055\u306a\u304b\u3063\u305f\u304b\u3001\u305d\u306e\u7406\u7531\u3092\u4e00\u8a00\u6b8b\u3057\u307e\u3059\n\n**4\u756a\u76ee\u306e\u300c\u56de\u3055\u306a\u304b\u3063\u305f\u7406\u7531\u300d\u304c\u3001\u5f8c\u304b\u3089\u52b9\u3044\u3066\u304d\u307e\u3059\u3002** \u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306f\u3001\u8abf\u67fb\u306e\u904e\u7a0b\u3067\u306e\u7167\u4f1a\u3084\u8abf\u67fb\u7d50\u679c\u3092\u9069\u5207\u306b\u7ba1\u7406\u3057\u3001\u95a2\u4fc2\u3059\u308b\u5f79\u8077\u54e1\u3068\u5171\u6709\u3059\u308b\u3053\u3068\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002**AI\u304c `followup` \u3068\u3057\u305f\u306e\u306b\u62c5\u5f53\u304c\u56de\u3055\u306a\u304b\u3063\u305f\u8a18\u9332\u306f\u3001\u5224\u5b9a\u306e\u898f\u5247\u3092\u898b\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u7d71\u62ec\u90e8\u306f\u3001\u9031\u306b1\u56de\u3001`no_followup` \u304b\u308920\u4ef6\u3092\u629c\u304d\u53d6\u308a\u307e\u3059\u3002** \u56de\u7b54\u3068\u96c6\u8a08\u3092\u81ea\u5206\u3067\u7167\u3089\u3057\u3001**\u898b\u9003\u3057\u304c\u7121\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002** \u898b\u9003\u3057\u304c\u898b\u3064\u304b\u308c\u3070\u3001\u96c6\u8a08\u306e\u9805\u76ee\u304b\u6307\u793a\u306e\u3069\u3061\u3089\u306b\u539f\u56e0\u304c\u3042\u308b\u304b\u3092\u5206\u3051\u3066\u76f4\u3057\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u53d6\u5f15\u306e\u96c6\u8a08\u304c\u53d6\u308c\u306a\u3044\uff08\u53e3\u5ea7\u306e\u7d71\u5408\u76f4\u5f8c\u306a\u3069\uff09 | \u300c\u96c6\u8a08\u306a\u3057\u300d\u3068\u3057\u3066\u6e21\u3057\u3001\u5224\u5b9a\u306f\u62c5\u5f53\u3078\u56de\u3059 |\n| \u56de\u7b54\u306e\u9805\u76ee\u304c\u307b\u3068\u3093\u3069\u7a7a | `insufficient` \u3068\u3057\u3066\u3001\u55b6\u696d\u5e97\u304b\u3089\u306e\u518d\u9001\u4ed8\u306e\u5019\u88dc\u306b\u3059\u308b |\n| \u81ea\u7531\u8a18\u5165\u306b\u3001\u56de\u7b54\u306e\u9805\u76ee\u3068\u77db\u76fe\u3059\u308b\u5185\u5bb9\u304c\u3042\u308b | \u9805\u76ee\u306e\u56de\u7b54\u3092\u512a\u5148\u3057\u3066\u5224\u5b9a\u3057\u3001\u81ea\u7531\u8a18\u5165\u306f\u7406\u7531\u306b\u5f15\u7528\u3057\u3066\u62c5\u5f53\u3078\u56de\u3059 |\n| `data_points` \u306e\u5024\u304c\u96c6\u8a08\u3068\u5408\u308f\u306a\u3044 | \u5224\u5b9a\u306b\u4f7f\u308f\u305a\u3001\u62c5\u5f53\u304c\u660e\u7d30\u3092\u898b\u3066\u5224\u65ad\u3059\u308b |\n| \u7981\u3058\u305f\u7406\u7531\u304c `reason` \u306b\u51fa\u305f | \u5224\u5b9a\u306b\u4f7f\u308f\u305a\u3001\u62c5\u5f53\u3078\u56de\u3059\u3002**\u6307\u793a\u306e\u898b\u76f4\u3057\u306e\u8a18\u9332\u306b\u6b8b\u3059** |\n| \u69cb\u9020\u5316\u51fa\u529b\u304c\u62d2\u5426\u30fb\u4e0d\u5b8c\u5168\u3067\u8fd4\u308b | 1\u56de\u3060\u3051\u518d\u5b9f\u884c\u3057\u3001\u7d9a\u3051\u3070\u62c5\u5f53\u304c\u5f93\u6765\u3069\u304a\u308a\u70b9\u691c\u3059\u308b |\n| \u9577\u671f\u4e0d\u7a3c\u50cd\u306e\u53e3\u5ea7 | \u70b9\u691c\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3001\u884c\u5185\u306e\u5225\u306e\u7ba1\u7406\u306b\u56de\u3059 |\n| API \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u5f53\u65e5\u5206\u3092\u7fcc\u671d\u306b\u56de\u3057\u3001**\u671f\u65e5\u306e\u8fd1\u3044\u3082\u306e\u306f\u62c5\u5f53\u304c\u624b\u3067\u70b9\u691c\u3059\u308b** |\n\n**7\u884c\u76ee\u306f\u3001\u91d1\u878d\u5e81\u306eFAQ\u306e\u8003\u3048\u65b9\u306b\u6cbf\u3063\u3066\u3044\u307e\u3059\u3002** FAQ\u306f\u30011\u5e74\u4ee5\u4e0a\u4e0d\u7a3c\u50cd\u306e\u53e3\u5ea7\u7b49\u306e\u9577\u671f\u4e0d\u7a3c\u50cd\u53e3\u5ea7\u306b\u3064\u3044\u3066\u3001**\u307b\u304b\u306e\u9867\u5ba2\u3068\u306f\u7570\u306a\u308b\u7ba1\u7406\u304c\u5fc5\u8981\u3068\u306a\u308b\u3082\u306e\u306e\u3001\u5b9a\u671f\u7684\u306a\u60c5\u5831\u66f4\u65b0\u306f\u4e0d\u8981\u3068\u306a\u308b**\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u5bfe\u8c61\u304b\u3089\u5916\u3059\u6761\u4ef6\u306f\u3001\u884c\u5185\u306e\u65b9\u91dd\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u56de\u7b54\u30fb\u767b\u9332\u60c5\u5831\u30fb\u53d6\u5f15\u306e\u96c6\u8a08\uff08\u8a18\u53f7\u306b\u7f6e\u304d\u63db\u3048\u305f\u5f8c\u306e\u3082\u306e\uff09\u3068\u3001**\u96c6\u8a08\u306e\u7248**\n- \u751f\u6210AI\u304c\u8fd4\u3057\u305fJSON\u3068\u3001\u7167\u5408\u306e\u7d50\u679c\n- \u632f\u308a\u5206\u3051\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u306e\u632f\u308a\u5206\u3051\u306e\u898f\u5247\u306e\u7248**\n- \u62c5\u5f53\u306e\u6c7a\u5b9a\uff08\u56de\u3057\u305f\uff0f\u56de\u3055\u306a\u304b\u3063\u305f\uff09\u3068\u3001\u305d\u306e\u7406\u7531\n- \u55b6\u696d\u5e97\u3078\u56de\u3057\u305f\u7406\u7531\u3068\u8cea\u554f\u3001\u55b6\u696d\u5e97\u304b\u3089\u306e\u78ba\u8a8d\u306e\u7d50\u679c\n- \u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u7d71\u62ec\u90e8\u306e\u629c\u304d\u53d6\u308a\u306e\u7d50\u679c\n- \u8a18\u53f7\u3068\u5143\u306e\u5024\u306e\u5bfe\u5fdc\u8868\uff08\u884c\u5185\u306b\u3060\u3051\u7f6e\u304f\uff09\n\n**\u96c6\u8a08\u306e\u7248\u3068\u898f\u5247\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u5f8c\u304b\u3089\u5224\u5b9a\u3092\u8aac\u660e\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u691c\u67fb\u3084\u5185\u90e8\u76e3\u67fb\u3067\u300c\u306a\u305c\u3053\u306e\u9867\u5ba2\u3092\u8ffd\u52a0\u78ba\u8a8d\u306b\u56de\u3055\u306a\u304b\u3063\u305f\u306e\u304b\u300d\u3068\u554f\u308f\u308c\u305f\u3068\u304d\u3001**\u305d\u306e\u3068\u304d\u306e\u96c6\u8a08\u306e\u5b9a\u7fa9\u3068\u898f\u5247\u304c\u6b8b\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002**","minimal_setup":"1. \u5148\u6708\u70b9\u691c\u3057\u305f\u56de\u7b54\u304b\u308960\u4ef6\u3092\u9078\u3076\uff08**\u3046\u306120\u4ef6\u306f\u3001\u5f53\u6642\u8ffd\u52a0\u78ba\u8a8d\u306b\u56de\u3057\u305f\u3082\u306e**\uff09\n2. 60\u4ef6\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u53d6\u5f15\u306e\u96c6\u8a08\u3092\u60c5\u5831\u7cfb\u306e\u30c7\u30fc\u30bf\u304b\u3089\u624b\u3067\u51fa\u3059\uff08\u7b2c7\u7ae0\u306e6\u9805\u76ee\uff09\n3. \u6c0f\u540d\u30fb\u53e3\u5ea7\u756a\u53f7\u30fb\u52e4\u52d9\u5148\u3092\u8a18\u53f7\u306b\u7f6e\u304d\u63db\u3048\u308b\n4. \u884c\u5185\u3067\u5229\u7528\u304c\u8a8d\u3081\u3089\u308c\u305f\u751f\u6210AI\u306e\u753b\u9762\u306b\u30011\u4ef6\u305a\u3064\u56de\u7b54\u30fb\u767b\u9332\u60c5\u5831\u30fb\u96c6\u8a08\u3092\u8cbc\u308b\n5. \u300c4\u3064\u306e\u9805\u76ee\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001consistent\uff0fupdated\uff0finconsistent\uff0finsufficient \u3092\u5224\u5b9a\u3057\u3001\u56de\u7b54\u3068\u96c6\u8a08\u306e\u6570\u5b57\u306e\u7d44\u3067\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u56de\u7b54\u304c\u767b\u9332\u3068\u9055\u3046\u3060\u3051\u3067 inconsistent \u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u56fd\u7c4d\u3084\u5e74\u9f62\u3092\u7406\u7531\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n6. \u5f53\u6642\u306e\u62c5\u5f53\u306e\u5224\u65ad\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**60\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u78ba\u304b\u3081\u305f\u3044\u306e\u306f\u3001**\u300c\u5f53\u6642\u8ffd\u52a0\u78ba\u8a8d\u306b\u56de\u3057\u305f20\u4ef6\u304c `inconsistent` \u304b `insufficient` \u3067\u51fa\u308b\u304b\u300d\u300c\u66f4\u65b0\u3067\u6e08\u3093\u3060\u3082\u306e\u304c `updated` \u3067\u51fa\u308b\u304b\u300d**\u306e2\u70b9\u3067\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u56de\u3057\u305f20\u4ef6\u304c\u62fe\u308f\u308c\u3001\u66f4\u65b0\u3067\u6e08\u3093\u3060\u3082\u306e\u304c `updated` \u306b\u306a\u3063\u305f | **\u96c6\u8a08\u306e\u81ea\u52d5\u5316\u3068\u9023\u643a\u306b\u9032\u3080** |\n| \u5909\u66f4\u306e\u3042\u3063\u305f\u56de\u7b54\u304c\u307b\u307c\u3059\u3079\u3066 `inconsistent` \u306b\u306a\u3063\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u7406\u7531\u306b\u96c6\u8a08\u306b\u7121\u3044\u6570\u5b57\u304c\u51fa\u305f | \u7167\u5408\u3067\u62fe\u3048\u308b\u3002**\u6307\u793a\u3092\u76f4\u3057\u3066\u69cb\u6210\u306f\u6709\u52b9** |\n| \u56de\u3057\u305f20\u4ef6\u306e\u591a\u304f\u304c `consistent` \u306b\u306a\u3063\u305f | **\u96c6\u8a08\u306e\u9805\u76ee\u304c\u8db3\u308a\u306a\u3044\u3002** \u5f53\u6642\u306e\u62c5\u5f53\u304c\u4f55\u3092\u898b\u3066\u56de\u3057\u305f\u304b\u3092\u805e\u304d\u53d6\u308b |\n\n**4\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u5f53\u6642\u306e\u62c5\u5f53\u306f\u3001\u96c6\u8a08\u306e6\u9805\u76ee\u4ee5\u5916\u306e\u3082\u306e\uff08\u5165\u91d1\u5143\u306e\u540d\u524d\u3001\u6642\u9593\u5e2f\u3001\u55b6\u696d\u5e97\u306e\u5370\u8c61\uff09\u3092\u898b\u3066\u5224\u65ad\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u305d\u308c\u3092\u805e\u304d\u53d6\u3063\u3066\u96c6\u8a08\u306e\u9805\u76ee\u306b\u8db3\u3059\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u3092\u3044\u3061\u3070\u3093\u5f37\u304f\u3057\u307e\u3059\u3002**","minimal_setup_short":"\u96c6\u8a08\u3092\u624b\u3067\u51fa\u3057\u3001\u56de\u7b54\u3068\u4e00\u7dd2\u306b\u751f\u6210AI\u306e\u753b\u9762\u306b\u8cbc\u3063\u3066\u5224\u5b9a\u3055\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u9805\u76ee\u306e\u5224\u5b9a","semi_auto_setup":"\u4e0a\u8a18\uff0b\u6bce\u671d\u306e\u96c6\u8a08\u3068\u56de\u7b54\u306e\u53d6\u308a\u51fa\u3057\u3001API \u306e\u547c\u3073\u51fa\u3057\u3001\u5224\u5b9a\u306e\u4e00\u89a7\u5316 \uff0f \u96c6\u8a08\u30fb\u5224\u5b9a\u30fb\u4e00\u89a7\u5316","full_setup":"\u4e0a\u8a18\uff0b\u6570\u5b57\u306e\u7167\u5408\u3001\u7981\u3058\u305f\u7406\u7531\u306e\u691c\u51fa\u3001\u898f\u5247\u3067\u306e\u632f\u308a\u5206\u3051\u3001\u70b9\u691c\u753b\u9762\u3001\u8cea\u554f\u306e\u6848\u3001\u629c\u304d\u53d6\u308a\u306e\u652f\u63f4\u307e\u3067 \uff0f \u70b9\u691c\u306e\u632f\u308a\u5206\u3051\u304b\u3089\u55b6\u696d\u5e97\u3078\u306e\u56de\u4ed8\u306e\u6e96\u5099\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u3001\u96c6\u8a08\u3092\u624b\u3067\u51fa\u3059\u306e\u3067\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** \u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef612\u5206\u304c7\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u660e\u7d30\u3092\u898b\u306b\u884c\u304f\u6642\u9593\u306f\u7121\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u5224\u5b9a\u306e\u4e00\u89a7\u304b\u30891\u4ef6\u305a\u3064\u56de\u3059\u304b\u3092\u6c7a\u3081\u3001\u7406\u7531\u3068\u8cea\u554f\u3092\u66f8\u304f\u4f5c\u696d\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30674\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**\u632f\u308a\u5206\u3051\u3068\u8cea\u554f\u306e\u6848\u304c\u30011\u4ef6\u305a\u3064\u306e\u624b\u4f5c\u696d\u3060\u304b\u3089\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u306e\u6bb5\u968e\u3067\u30012\u304b\u6708\u306f\u56de\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u305d\u306e\u9593\u306b\u3001\u62c5\u5f53\u304c\u5224\u5b9a\u3092\u8986\u3057\u305f\u4ef6\u6570\u3092\u9805\u76ee\u3054\u3068\u306b\u6570\u3048\u308b\u3068\u3001**\u96c6\u8a08\u306e\u9805\u76ee\u306e\u8db3\u308a\u306a\u3044\u3068\u3053\u308d\u3068\u3001\u6307\u793a\u306e\u5f31\u3044\u3068\u3053\u308d\u304c\u5206\u304b\u308c\u3066\u898b\u3048\u307e\u3059\u3002** \u898f\u5247\u3067\u306e\u632f\u308a\u5206\u3051\u306f\u3001\u305d\u308c\u3092\u898b\u3066\u304b\u3089\u6c7a\u3081\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u56de\u7b54\u304c\u5909\u308f\u3063\u305f\u3060\u3051\u3067\u98df\u3044\u9055\u3044\u306b\u306a\u308b | **`updated` \u3092\u5206\u3051\u3001\u96c6\u8a08\u3068\u5408\u3046\u304b\u3067\u5224\u5b9a\u3059\u308b**\u3068\u6307\u793a\u306b\u66f8\u304f |\n| \u7406\u7531\u306b\u96c6\u8a08\u306b\u7121\u3044\u6570\u5b57\u304c\u51fa\u308b | `data_points` \u3092\u96c6\u8a08\u3068\u7167\u5408\u3057\u3001**\u5408\u308f\u306a\u3051\u308c\u3070\u62c5\u5f53\u3078\u56de\u3059** |\n| \u660e\u7d30\u3092\u6e21\u3057\u3066\u6570\u3048\u9593\u9055\u3048\u308b | **\u96c6\u8a08\u306f\u6a5f\u68b0\u3067\u884c\u3044\u3001\u751f\u6210AI\u306b\u8a08\u7b97\u3055\u305b\u306a\u3044** |\n| \u56fd\u7c4d\u306a\u3069\u306e\u5c5e\u6027\u304c\u7406\u7531\u306b\u306a\u308b | \u5224\u5b9a\u306e\u5165\u529b\u304b\u3089\u5916\u3057\u3001`reason` \u306e\u8a9e\u3092\u6a5f\u68b0\u3067\u691c\u51fa\u3059\u308b |\n| \u300c\u96c6\u8a08\u306a\u3057\u300d\u304c0\u4ef6\u3068\u3057\u3066\u6271\u308f\u308c\u308b | \u6b20\u3051\u3092\u660e\u793a\u3057\u3066\u6e21\u3059 |\n| \u8b1d\u7d76\u3084\u53d6\u5f15\u5236\u9650\u304c\u52e7\u3081\u3089\u308c\u308b | **\u51fa\u529b\u306e\u9078\u629e\u80a2\u306b\u5165\u308c\u306a\u3044** |\n| \u524d\u56de\u78ba\u8a8d\u6e08\u307f\u306e\u4e8b\u60c5\u304c\u6bce\u56de\u98df\u3044\u9055\u3044\u306b\u306a\u308b | \u524d\u56de\u306e\u70b9\u691c\u306e\u7d50\u679c\u3092\u8981\u7d04\u3057\u3066\u6e21\u3059 |\n| \u55b6\u696d\u5e97\u3078\u306e\u8cea\u554f\u304c\u9867\u5ba2\u3092\u7591\u3046\u8a00\u3044\u56de\u3057\u306b\u306a\u308b | \u8cea\u554f\u306e\u4e00\u89a7\u306e\u5b9a\u578b\u3092\u3082\u3068\u306b\u66f8\u304b\u305b\u3001\u62c5\u5f53\u304c\u76f4\u3059 |\n| \u5224\u5b9a\u306e\u898f\u5247\u304c\u62c5\u5f53\u3054\u3068\u306b\u5909\u308f\u308b | \u898f\u5247\u306f\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u7d71\u62ec\u90e8\u304c\u7248\u3092\u4ed8\u3051\u3066\u7ba1\u7406\u3059\u308b |\n| \u898b\u9003\u3057\u306b\u6c17\u3065\u3051\u306a\u3044 | **`no_followup` \u3092\u9031\u306b1\u56de\u629c\u304d\u53d6\u308b** |\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\u56de\u7b54\u3068\u6570\u5b57\u306e\u7d44\u300d\u3068\u3044\u3046\u5224\u5b9a\u306e\u6839\u62e0\u304c\u5d29\u308c\u305f\u3068\u304d\u306b\u8d77\u304d\u307e\u3059\u3002**\u6839\u62e0\u306e\u6570\u5b57\u3092\u6a5f\u68b0\u3067\u7167\u5408\u3067\u304d\u308b\u5f62\u306b\u3057\u3066\u3042\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u904b\u7528\u306b\u4e57\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**\n\n**4\u884c\u76ee\u306f\u3001\u4ef6\u6570\u304c\u5c11\u306a\u304f\u3066\u3082\u91cd\u3044\u5931\u6557\u3067\u3059\u3002** \u5c5e\u6027\u3092\u7406\u7531\u306b\u3057\u305f\u8ffd\u52a0\u78ba\u8a8d\u306f\u3001**\u9867\u5ba2\u306b\u3068\u3063\u3066\u8aac\u660e\u306e\u3064\u304b\u306a\u3044\u9023\u7d61\u306b\u306a\u308a\u307e\u3059\u3002** \u6307\u793a\u3067\u7981\u3058\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u5165\u529b\u304b\u3089\u5916\u3057\u3001\u51fa\u529b\u3092\u6a5f\u68b0\u3067\u691c\u51fa\u3059\u308b\u3001\u306e3\u91cd\u3067\u6b62\u3081\u3066\u304f\u3060\u3055\u3044\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u9867\u5ba2\u306e\u8077\u696d\u30fb\u52e4\u52d9\u5148\u30fb\u5e74\u53ce\u306e\u5e2f\u30fb\u53d6\u5f15\u306e\u76ee\u7684\u30fb\u8cc7\u91d1\u306e\u51fa\u3069\u3053\u308d\u3001\u53d6\u5f15\u306e\u96c6\u8a08\u3001\u9867\u5ba2\u30ea\u30b9\u30af\u8a55\u4fa1\u3067\u3059\u3002**\u9867\u5ba2\u306e\u8ca1\u7523\u3068\u751f\u6d3b\u306b\u304b\u304b\u308f\u308b\u60c5\u5831**\u304c\u4e2d\u5fc3\u3067\u3059\u3002\n\n1. **\u6c0f\u540d\u30fb\u53e3\u5ea7\u756a\u53f7\u30fb\u52e4\u52d9\u5148\u306e\u540d\u79f0\u3092\u9001\u3089\u306a\u3044** \u2026 \u8a18\u53f7\u306b\u7f6e\u304d\u63db\u3048\u3001**\u5bfe\u5fdc\u8868\u306f\u884c\u5185\u306b\u3060\u3051\u7f6e\u304d\u307e\u3059\u3002** \u5224\u5b9a\u306b\u8981\u308b\u306e\u306f\u3001\u56de\u7b54\u306e\u5185\u5bb9\u3068\u96c6\u8a08\u306e\u6570\u5b57\u3067\u3059\n2. **\u660e\u7d30\u3092\u9001\u3089\u306a\u3044** \u2026 \u96c6\u8a08\u3057\u305f\u6570\u5b57\u3060\u3051\u3092\u6e21\u3057\u3001**\u53d6\u5f15\u306e\u76f8\u624b\u5148\u306e\u540d\u524d\u30841\u4ef6\u3054\u3068\u306e\u91d1\u984d\u306f\u9001\u308a\u307e\u305b\u3093**\n3. **\u30c7\u30fc\u30bf\u306e\u6271\u3044\u3092\u5951\u7d04\u306e\u6587\u66f8\u3067\u78ba\u304b\u3081\u308b** \u2026 Microsoft Learn \u3067\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u51fa\u529b\u306f\u4ed6\u306e\u304a\u5ba2\u69d8\u306b\u5229\u7528\u3055\u308c\u305a\u3001OpenAI \u306b\u63d0\u4f9b\u3055\u308c\u305a\u3001\u30e2\u30c7\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u306e\u6539\u5584\u306b\u4f7f\u308f\u308c\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u4e0d\u6b63\u4f7f\u7528\u306e\u76e3\u8996\u306e\u305f\u3081\u306b**\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u51fa\u529b\u306e\u30b5\u30f3\u30d7\u30eb\u304c\u4eba\u9593\u306e\u30ec\u30d3\u30e5\u30fc\u7528\u306b\u4fdd\u5b58\u3055\u308c\u308b\u5834\u5408\u304c\u3042\u308a**\u3001\u7ba1\u7406\u5bfe\u8c61\u306e\u304a\u5ba2\u69d8\u306f**\u4e0d\u6b63\u4f7f\u7528\u306e\u76e3\u8996\u306e\u5909\u66f4\u3092\u7533\u8acb\u3067\u304d\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u884c\u5185\u306e\u60c5\u5831\u7ba1\u7406\u306e\u62c5\u5f53\u3068\u3001\u3069\u3061\u3089\u3067\u904b\u7528\u3059\u308b\u304b\u3092\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044**\n4. **\u51e6\u7406\u306e\u5834\u6240\u3092\u9078\u3076** \u2026 \u30b0\u30ed\u30fc\u30d0\u30eb\u3084 DataZone \u306e\u30c7\u30d7\u30ed\u30a4\u306e\u7a2e\u985e\u3092\u4f7f\u3046\u3068\u3001\u6307\u5b9a\u3057\u305f\u5730\u57df\u306e\u5916\u3067\u51e6\u7406\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u884c\u5185\u306e\u898f\u7a0b\u306b\u5408\u308f\u305b\u3066\u9078\u3093\u3067\u304f\u3060\u3055\u3044**\n5. **\u5224\u5b9a\u3092\u8b1d\u7d76\u306e\u5165\u53e3\u306b\u3057\u306a\u3044** \u2026 \u632f\u308a\u5206\u3051\u306e\u7d50\u679c\u306f\u300c\u8ffd\u52a0\u306e\u78ba\u8a8d\u304c\u8981\u308b\u304b\u300d\u307e\u3067\u3067\u3059\u3002**\u9867\u5ba2\u30ea\u30b9\u30af\u8a55\u4fa1\u306e\u898b\u76f4\u3057\u3001\u53d6\u5f15\u306e\u5236\u9650\u3001\u7591\u308f\u3057\u3044\u53d6\u5f15\u306e\u5c4a\u51fa\u306f\u3001\u884c\u5185\u306e\u6240\u5b9a\u306e\u624b\u7d9a\u304d\u3067\u4eba\u304c\u5224\u65ad\u3057\u307e\u3059**\n6. **\u898b\u9003\u3057\u3092\u4eba\u304c\u70b9\u691c\u3059\u308b** \u2026 `no_followup` \u306e\u629c\u304d\u53d6\u308a\u3092\u6b62\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**AI\u306e\u5224\u5b9a\u306b\u5bc4\u305b\u308b\u307b\u3069\u3001\u898b\u9003\u3057\u306f\u8ab0\u306e\u76ee\u306b\u3082\u5165\u3089\u306a\u304f\u306a\u308a\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u78ba\u8a8d\u304c\u8981\u308b\u9867\u5ba2\u3092\u898b\u9003\u3059\u3053\u3068\u3068\u3001\u78ba\u8a8d\u306e\u8981\u3089\u306a\u3044\u9867\u5ba2\u306b\u9023\u7d61\u304c\u884c\u304f\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u6570\u5b57\u306e\u7167\u5408\u3068\u629c\u304d\u53d6\u308a\u3067\u3001\u5f8c\u8005\u306f `updated` 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Microsoft Azure 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`updated` 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\u96c6\u8a08\u306e\u554f\u3044\u5408\u308f\u305b\u3068\u4e2d\u7d99\u306e\u51e6\u7406\u3092\u4f5c\u308a\u3001\u534a\u81ea\u52d5\u5316\u3092\u56de\u3057\u307e\u3059\u3002\u62c5\u5f53\u304c\u5224\u5b9a\u3092\u8986\u3057\u305f\u4ef6\u6570\u3092\u9805\u76ee\u3054\u3068\u306b\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u7167\u5408\u3068\u632f\u308a\u5206\u3051\u3001\u70b9\u691c\u753b\u9762\u3001`no_followup` \u306e\u629c\u304d\u53d6\u308a\u3092\u8db3\u3057\u30011\u4ef612\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u62c5\u5f53\u3054\u3068\u306e\u8ffd\u52a0\u78ba\u8a8d\u306b\u56de\u3059\u5272\u5408\u306e\u3070\u3089\u3064\u304d\u304c\u5c0f\u3055\u304f\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0407","UC-0445","UC-0538","UC-0633"],"related_articles":[{"id":7432,"slug":"ai-seisei-bunsho-hantei","title":"AI\u751f\u6210\u306e\u6587\u7ae0\u306f\u898b\u5206\u3051\u3089\u308c\u308b\uff1f\uff5c\u5224\u5b9a\u30c4\u30fc\u30eb\u306e\u9650\u754c"},{"id":5864,"slug":"soft-404-hantei","title":"\u30bd\u30d5\u30c8404\u3068\u5224\u5b9a\u3055\u308c\u308b\u539f\u56e0\uff5c\u6d88\u3048\u305f\u3068\u8aa4\u89e3\u3057\u306a\u3044"},{"id":7916,"slug":"gyoshu-bunrui-list-ai","title":"\u696d\u7a2e\u5206\u985e\u3067\u30ea\u30b9\u30c8\u3092\u5207\u308b\u65b9\u6cd5\uff5c\u8868\u8a18\u3086\u308c\u3092AI\u3067\u5bc4\u305b\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| 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| [\u91d1\u878d\u5e81: \u30de\u30cd\u30fc\u30fb\u30ed\u30fc\u30f3\u30c0\u30ea\u30f3\u30b0\u53ca\u3073\u30c6\u30ed\u8cc7\u91d1\u4f9b\u4e0e\u5bfe\u7b56\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\uff08\u4ee4\u548c8\u5e743\u670831\u65e5\uff09](https:\/\/www.fsa.go.jp\/news\/r7\/amlcft\/20260331\/02.pdf) | 2026-10-07 |\n| \u9ad8\u30ea\u30b9\u30af\u51481\u5e74\u306b1\u5ea6\u30fb\u4e2d\u30ea\u30b9\u30af\u51482\u5e74\u306b1\u5ea6\u30fb\u4f4e\u30ea\u30b9\u30af\u51483\u5e74\u306b1\u5ea6\u3068\u3044\u3063\u305f\u983b\u5ea6\u3067\u60c5\u5831\u66f4\u65b0\u3092\u884c\u3046\u3053\u3068\u304c\u8003\u3048\u3089\u308c\u308b\u3053\u3068\uff08\u4f8b\u3067\u3042\u308a\u3001\u3053\u308c\u306b\u9650\u3089\u306a\u3044\uff09\u3002\u9ad8\u30ea\u30b9\u30af\u9867\u5ba2\u306b\u3064\u3044\u3066\u3001\u901a\u5e38\u306e\u78ba\u8a8d\u9805\u76ee\u306b\u52a0\u3048\u3066\u4f8b\u3048\u30701\u5e74\u3054\u3068\u306b\u8cc7\u7523\u30fb\u53ce\u5165\u306e\u72b6\u6cc1\u3001\u8cc7\u91d1\u6e90\u3001\u5546\u6d41\u7b49\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u306a\u3069\u304c\u8003\u3048\u3089\u308c\u308b\u3053\u3068\u3002\u9867\u5ba2\u30ea\u30b9\u30af\u8a55\u4fa1\u306e\u898b\u76f4\u3057\u624b\u7d9a\u306b\u4fc2\u308b\u671f\u65e5\u7ba1\u7406\u3084\u671f\u65e5\u307e\u3067\u306b\u898b\u76f4\u3057\u304c\u3067\u304d\u306a\u3044\u9867\u5ba2\u306e\u7ba1\u7406\u304c\u91cd\u8981\u3067\u3042\u308b\u3053\u3068\u3002\u9577\u671f\u4e0d\u7a3c\u50cd\u53e3\u5ea7\u7b49\u306f\u7570\u306a\u308b\u7ba1\u7406\u304c\u5fc5\u8981\u3068\u306a\u308b\u3082\u306e\u306e\u5b9a\u671f\u7684\u306a\u60c5\u5831\u66f4\u65b0\u306f\u4e0d\u8981\u3068\u306a\u308b\u3053\u3068\u3002\u8abf\u67fb\u306b\u5fdc\u3058\u306a\u3044\u9867\u5ba2\u3084\u90f5\u9001\u7269\u304c\u5c4a\u51fa\u4f4f\u6240\u306b\u5230\u9054\u3057\u306a\u3044\u9867\u5ba2\u306e\u6271\u3044 | [\u91d1\u878d\u5e81: \u30de\u30cd\u30ed\u30f3\u30fb\u30c6\u30ed\u8cc7\u91d1\u4f9b\u4e0e\u5bfe\u7b56\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u3054\u8cea\u554f\uff08FAQ\uff09\uff08\u4ee4\u548c8\u5e743\u670831\u65e5\uff09](https:\/\/www.fsa.go.jp\/news\/r7\/amlcft\/20260331\/04.pdf) | 2026-10-07 |\n| \u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u30e2\u30c7\u30eb\u304c\u6307\u5b9a\u3057\u305f JSON \u30b9\u30ad\u30fc\u30de\u306e\u5b9a\u7fa9\u306b\u5f93\u3046\u3053\u3068\u3002\u6709\u52b9\u306a JSON \u306f\u4fdd\u8a3c\u3059\u308b\u304c\u30b9\u30ad\u30fc\u30de\u3078\u306e\u53b3\u5bc6\u306a\u6e96\u62e0\u306f\u3067\u304d\u306a\u304b\u3063\u305f\u4ee5\u524d\u306e JSON \u30e2\u30fc\u30c9\u3068\u306e\u9055\u3044\u3002\u3059\u3079\u3066\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5fc5\u9808\u306b\u3059\u308b\u3053\u3068\u3002`additionalProperties: false` \u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3002\u6587\u5b57\u5217\u306e `pattern` \u306a\u3069\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u306a\u3044\u3053\u3068 | [Microsoft Learn: Azure OpenAI \u3067\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5](https:\/\/learn.microsoft.com\/ja-jp\/azure\/foundry\/openai\/how-to\/structured-outputs) | 2026-10-07 |\n| \u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u51fa\u529b\u304c\u4ed6\u306e\u304a\u5ba2\u69d8\u306b\u5229\u7528\u3055\u308c\u305a\u3001OpenAI \u306b\u63d0\u4f9b\u3055\u308c\u305a\u3001\u30e2\u30c7\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u306e\u6539\u5584\u306b\u4f7f\u308f\u308c\u306a\u3044\u3053\u3068\u3002\u30b0\u30ed\u30fc\u30d0\u30eb\u30fbDataZone \u4ee5\u5916\u3067\u306f\u304a\u5ba2\u69d8\u304c\u6307\u5b9a\u3057\u305f\u5730\u57df\u5185\u3067\u51e6\u7406\u3055\u308c\u308b\u3053\u3068\u3002\u4e0d\u6b63\u4f7f\u7528\u306e\u76e3\u8996\u3067\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u51fa\u529b\u306e\u30b5\u30f3\u30d7\u30eb\u304c\u4eba\u9593\u306e\u30ec\u30d3\u30e5\u30fc\u7528\u306b\u4fdd\u5b58\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u3001\u7ba1\u7406\u5bfe\u8c61\u306e\u304a\u5ba2\u69d8\u306f\u4e0d\u6b63\u4f7f\u7528\u306e\u76e3\u8996\u306e\u5909\u66f4\u3092\u7533\u8acb\u3067\u304d\u308b\u3053\u3068 | [Microsoft Learn: Azure \u304c\u8ca9\u58f2\u3059\u308b Foundry \u30e2\u30c7\u30eb\u306e\u30c7\u30fc\u30bf\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3](https:\/\/learn.microsoft.com\/ja-jp\/azure\/foundry\/responsible-ai\/openai\/data-privacy) | 2026-10-07 |\n\n**\u8ffd\u52a0\u306e\u78ba\u8a8d\u306e\u8981\u5426\u3001\u9867\u5ba2\u30ea\u30b9\u30af\u8a55\u4fa1\u306e\u898b\u76f4\u3057\u3001\u53d6\u5f15\u306e\u8b1d\u7d76\u3084\u7591\u308f\u3057\u3044\u53d6\u5f15\u306e\u5c4a\u51fa\u306f\u3001\u6cd5\u4ee4\u3068\u91d1\u878d\u5e81\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3001\u884c\u5185\u306e\u65b9\u91dd\u306b\u7167\u3089\u3057\u3066\u3001\u6240\u5b9a\u306e\u624b\u7d9a\u304d\u3067\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u516c\u958b\u4ed5\u69d8\u3068\u91d1\u878d\u5e81\u306e\u516c\u8868\u8cc7\u6599\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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