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|\n\n**\u524d\u6708\u306e\u30b3\u30e1\u30f3\u30c8\u306f\u3001\u305d\u306e\u4f1a\u793e\u306e\u5206\u3060\u3051\u3092\u5f15\u304d\u307e\u3059\u3002** \u300c\u30a2\u30a4\u30c6\u30e0\u3092\u53d6\u5f97\u300d\u306f OData \u306e\u30d5\u30a3\u30eb\u30bf\u30fc \u30af\u30a8\u30ea\u3067\u8fd4\u3059\u9805\u76ee\u3092\u7d5e\u308c\u308b\u306e\u3067\u3001**\u4f1a\u793e\u30b3\u30fc\u30c9\u3068\u524d\u6708\u306e\u5bfe\u8c61\u6708\u3067\u7d5e\u3063\u3066\u304b\u3089**\u8aad\u307f\u307e\u3059\u3002\u5168\u793e\u5206\u3092\u5f15\u3044\u3066\u30d5\u30ed\u30fc\u306e\u4e2d\u3067\u63a2\u3059\u3068\u3001\u4ef6\u6570\u304c\u5897\u3048\u305f\u3068\u304d\u306b\u53d6\u308a\u3053\u307c\u3057\u307e\u3059\u3002\n\n**\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u66f8\u5f0f\u306f\u5168\u793e\u30671\u3064\u306b\u305d\u308d\u3048\u3066\u304a\u304d\u307e\u3059\u3002** 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\u79d1\u76ee\u3054\u3068\u306b\u3001\u524d\u6708\u6bd4\u3068\u524d\u5e74\u540c\u6708\u6bd4\u306e\u91d1\u984d\u3068\u7387\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002**\u8a08\u7b97\u306f\u3059\u3079\u3066\u30d5\u30ed\u30fc\u3067\u884c\u3044\u3001\u6a5f\u80fd\u901a\u8ca8\u306e\u307e\u307e\u6271\u3044\u307e\u3059**\n3. **\u57fa\u6e96\u3068\u306e\u6bd4\u8f03** \u2026 \u4f1a\u793e\u306e\u898f\u6a21\u306e\u533a\u5206\u306b\u5fdc\u3058\u305f\u57fa\u6e96\u3067\u3001\u30b3\u30e1\u30f3\u30c8\u306e\u8981\u308b\u79d1\u76ee\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\n4. **\u30b3\u30e1\u30f3\u30c8\u306e\u6709\u7121\u306e\u78ba\u8a8d** \u2026 \u5370\u306e\u4ed8\u3044\u305f\u79d1\u76ee\u306b\u30b3\u30e1\u30f3\u30c8\u304c\u7121\u3051\u308c\u3070\u3001AI\u306b\u6e21\u3055\u305a\u306b\u300c\u30b3\u30e1\u30f3\u30c8\u306a\u3057\u300d\u3068\u3057\u307e\u3059\n5. **\u524d\u6708\u3068\u540c\u3058\u6587\u9762\u306e\u78ba\u8a8d** \u2026 \u524d\u6708\u306e\u30b3\u30e1\u30f3\u30c8\u3068\u6587\u5b57\u5217\u3067\u6bd4\u3079\u3001\u4e00\u81f4\u3059\u308c\u3070\u5370\u3092\u4ed8\u3051\u307e\u3059\n6. **\u95a2\u9023\u3059\u308b\u79d1\u76ee\u306e\u5024\u3092\u6dfb\u3048\u308b** \u2026 \u95a2\u9023\u8868\u306b\u3042\u308b\u7d44\u306e\u3001\u76f8\u624b\u306e\u79d1\u76ee\u306e\u5897\u6e1b\u306e\u91d1\u984d\u3068\u7387\u3092\u4e26\u3079\u307e\u3059\n7. **AI\u306b\u6e21\u3059\u5358\u4f4d\u3092\u4f5c\u308b** \u2026 1\u793e\u306b\u3064\u304d\u3001\u5370\u306e\u4ed8\u3044\u305f\u79d1\u76ee\u3060\u3051\u3092\u3001\u8a08\u7b97\u6e08\u307f\u306e\u5024\u3068\u95a2\u9023\u3059\u308b\u79d1\u76ee\u306e\u5024\u3068\u4e00\u7dd2\u306b1\u3064\u306b\u307e\u3068\u3081\u307e\u3059\n\n**4\u756a\u76ee\u3067\u30b3\u30e1\u30f3\u30c8\u306e\u7121\u3044\u79d1\u76ee\u3092AI\u306b\u6e21\u3055\u306a\u3044\u306e\u306f\u3001\u5224\u5b9a\u306e\u4f59\u5730\u304c\u7121\u3044\u304b\u3089\u3067\u3059\u3002** \u6e21\u3059\u3068\u3001AI\u306f\u8868\u306e\u52d5\u304d\u304b\u3089\u7406\u7531\u3092\u63a8\u6e2c\u3057\u3001**\u300c\u30b3\u30e1\u30f3\u30c8\u306f\u7121\u3044\u304c\u3001\u58f2\u4e0a\u306e\u5897\u52a0\u306b\u3088\u308b\u3068\u8003\u3048\u3089\u308c\u308b\u300d\u3068\u66f8\u304d\u307e\u3059\u3002** \u5b50\u4f1a\u793e\u304c\u66f8\u3044\u3066\u3044\u306a\u3044\u8aac\u660e\u3092\u3001\u672c\u793e\u304c\u4f5c\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\n\n**2\u756a\u76ee\u3067\u901a\u8ca8\u3092\u63db\u7b97\u3057\u306a\u3044\u306e\u306f\u3001\u6bd4\u3079\u308b\u76f8\u624b\u304c\u540c\u3058\u901a\u8ca8\u3060\u304b\u3089\u3067\u3059\u3002** \u524d\u6708\u3082\u524d\u5e74\u540c\u6708\u3082\u6a5f\u80fd\u901a\u8ca8\u306e\u5024\u3067\u6301\u3063\u3066\u3044\u307e\u3059\u3002**\u5186\u306b\u63db\u7b97\u3059\u308b\u3068\u70ba\u66ff\u306e\u52d5\u304d\u304c\u5897\u6e1b\u306b\u6df7\u3056\u308a\u3001\u5b50\u4f1a\u793e\u306e\u30b3\u30e1\u30f3\u30c8\u304c\u8aac\u660e\u3057\u3066\u3044\u306a\u3044\u5dee\u304c\u51fa\u307e\u3059\u3002**\n\n**5\u756a\u76ee\u306f\u3001\u6587\u5b57\u5217\u304c\u5b8c\u5168\u306b\u4e00\u81f4\u3057\u305f\u3068\u304d\u3060\u3051\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002** \u6570\u5b57\u3060\u3051\u3092\u66f8\u304d\u63db\u3048\u305f\u30b3\u30e1\u30f3\u30c8\u306f\u5225\u306e\u6587\u9762\u3068\u3057\u3066\u6271\u3044\u3001AI\u306e\u5224\u5b9a\u306b\u56de\u3057\u307e\u3059\u3002**\u4f3c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad\u307e\u3067\u30d5\u30ed\u30fc\u3067\u3084\u308d\u3046\u3068\u3059\u308b\u3068\u3001\u57fa\u6e96\u304c\u3042\u3044\u307e\u3044\u306b\u306a\u308a\u307e\u3059\u3002**\n\n7\u756a\u76ee\u3067\u307e\u3068\u3081\u308b1\u79d1\u76ee\u5206\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u5f62\u3067\u3059\u3002**AI\u304c\u898b\u308b\u5024\u306f\u3001\u3059\u3079\u3066\u30d5\u30ed\u30fc\u304c\u8a08\u7b97\u3057\u305f\u3082\u306e\u3067\u3059\u3002**\n\n```\n\u79d1\u76ee: 1310 \u58f2\u639b\u91d1\uff08\u6a5f\u80fd\u901a\u8ca8: USD\u3001\u5358\u4f4d: \u5343\uff09\n\u5f53\u6708 18,420 \uff0f \u524d\u6708 16,950 \uff0f \u524d\u5e74\u540c\u6708 15,880\n\u524d\u6708\u6bd4 +1,470\uff08+8.7%\uff09 \u57fa\u6e96\u8d85\u904e \uff0f \u524d\u5e74\u540c\u6708\u6bd4 +2,540\uff08+16.0%\uff09 \u57fa\u6e96\u8d85\u904e\n\u95a2\u9023\u79d1\u76ee: 4110 \u58f2\u4e0a\u9ad8 \u524d\u6708\u6bd4 -320\uff08-3.1%\uff09 \uff0f \u524d\u5e74\u540c\u6708\u6bd4 +610\uff08+6.5%\uff09\n\u30b3\u30e1\u30f3\u30c8: Increase due to higher sales to Customer B in September.\n\u524d\u6708\u3068\u540c\u3058\u6587\u9762: \u3044\u3044\u3048\n```\n\n\u3053\u306e\u4f8b\u3067\u306f\u3001\u58f2\u639b\u91d1\u306e\u5897\u52a0\u3092\u58f2\u4e0a\u306e\u5897\u52a0\u3067\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u58f2\u4e0a\u9ad8\u306f\u524d\u6708\u6bd4\u3067\u6e1b\u3063\u3066\u3044\u307e\u3059\u3002**AI\u306f\u3053\u306e1\u884c\u306e\u4e26\u3073\u3092\u898b\u3066 `contradicts` \u3092\u9078\u3073\u3001`related_account` \u306b `4110` \u3092\u5165\u308c\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u30b3\u30e1\u30f3\u30c8\u3054\u3068\u306b\u300c\u5897\u6e1b\u306e\u8aac\u660e\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u300d\u30924\u3064\u306e\u533a\u5206\u3067\u5224\u5b9a\u3057\u3001\u30b3\u30e1\u30f3\u30c8\u306b\u66f8\u304b\u308c\u305f\u6570\u5b57\u3092\u629c\u304d\u51fa\u3057\u3001\u7167\u4f1a\u306e\u8981\u308b\u3082\u306e\u306b\u7167\u4f1a\u6587\u306e\u6848\u3092\u66f8\u304f\u3053\u3068\u3067\u3059\u3002**\n\n| \u5224\u5b9a | \u610f\u5473 | \u4f8b |\n|:--|:--|:--|\n| `explained` | \u5897\u6e1b\u306e\u5411\u304d\u3068\u4e3b\u306a\u7406\u7531\u304c\u66f8\u304b\u308c\u3001\u91d1\u984d\u306e\u5927\u90e8\u5206\u3092\u8aac\u660e\u3057\u3066\u3044\u308b | \u300cA\u793e\u5411\u3051\u88fd\u54c1X\u306e\u51fa\u8377\u304c\u6708\u672b\u306b\u305a\u308c\u8fbc\u307f\u3001\u524d\u6708\u6bd4 85 \u767e\u4e07\u5186\u5897\u300d |\n| `partial` | \u7406\u7531\u306f\u66f8\u304b\u308c\u3066\u3044\u308b\u304c\u3001\u5897\u6e1b\u306e\u4e00\u90e8\u3057\u304b\u8aac\u660e\u3057\u3066\u3044\u306a\u3044 | \u5897\u6e1b 120 \u767e\u4e07\u5186\u306b\u5bfe\u3057\u3001\u8aac\u660e\u306e\u91d1\u984d\u304c 40 \u767e\u4e07\u5186\u5206\u3060\u3051 |\n| `not_explained` | \u5897\u6e1b\u306e\u7406\u7531\u306b\u306a\u3063\u3066\u3044\u306a\u3044 | \u300c\u524d\u6708\u6bd4\u5897\u52a0\u300d\u300c\u901a\u5e38\u306e\u5909\u52d5\u300d\u300c\u7279\u306b\u306a\u3057\u300d |\n| `contradicts` | \u95a2\u9023\u3059\u308b\u79d1\u76ee\u306e\u52d5\u304d\u3068\u77db\u76fe\u3057\u3066\u3044\u308b | \u58f2\u639b\u91d1\u306e\u5897\u52a0\u3092\u300c\u58f2\u4e0a\u5897\u300d\u3068\u8aac\u660e\u3057\u3066\u3044\u308b\u304c\u3001\u58f2\u4e0a\u306f\u6e1b\u3063\u3066\u3044\u308b |\n\n**\u6570\u5b57\u306f\u5224\u5b9a\u3055\u305b\u305a\u306b\u3001\u629c\u304d\u51fa\u3055\u305b\u308b\u3060\u3051\u306b\u3057\u307e\u3059\u3002** \u30b3\u30e1\u30f3\u30c8\u306e\u4e2d\u306e\u300c120 \u767e\u4e07\u5186\u300d\u300c\u524d\u5e74\u540c\u6708\u6bd4 15\uff05\u300d\u3092\u3001**\u3069\u306e\u6bd4\u8f03\uff08\u524d\u6708\u6bd4\uff0f\u524d\u5e74\u540c\u6708\u6bd4\uff09\u306e\u3069\u306e\u5024\u3068\u3057\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u304b**\u3068\u4e00\u7dd2\u306b\u629c\u304d\u51fa\u3055\u305b\u3001\u8868\u306e\u5024\u3068\u7167\u3089\u3059\u306e\u306f\u30d5\u30ed\u30fc\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5897\u6e1b\u306e\u91d1\u984d\u30fb\u7387\u306e\u8a08\u7b97 | \u30d5\u30ed\u30fc\u304c\u8a08\u7b97\u6e08\u307f\u3002AI\u304c\u8a08\u7b97\u3059\u308b\u3068\u53d6\u308a\u9055\u3048\u304c\u6df7\u3056\u308b |\n| \u30b3\u30e1\u30f3\u30c8\u306e\u7121\u3044\u79d1\u76ee\u306e\u7406\u7531\u306e\u63a8\u6e2c | \u5b50\u4f1a\u793e\u304c\u66f8\u3044\u3066\u3044\u306a\u3044\u8aac\u660e\u3092\u4f5c\u308b\u3053\u3068\u306b\u306a\u308b |\n| \u901a\u8ca8\u306e\u63db\u7b97 | \u70ba\u66ff\u306e\u52d5\u304d\u304c\u6df7\u3056\u308b |\n| \u5b50\u4f1a\u793e\u306e\u6570\u5024\u306e\u6b63\u5426\u306e\u5224\u65ad | \u9023\u7d50\u62c5\u5f53\u3068\u5b50\u4f1a\u793e\u304c\u78ba\u304b\u3081\u308b\u3053\u3068 |\n| \u9023\u7d50\u4fee\u6b63\u306e\u8981\u5426\u306e\u5224\u65ad | \u9023\u7d50\u62c5\u5f53\u304c\u6c7a\u3081\u308b |","prompt_example":"```\n\u3042\u306a\u305f\u306f\u672c\u793e\u306e\u9023\u7d50\u6c7a\u7b97\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u5b50\u4f1a\u793e\u304c\u66f8\u3044\u305f\u79d1\u76ee\u3054\u3068\u306e\u5897\u6e1b\u30b3\u30e1\u30f3\u30c8\u3092\u70b9\u691c\u3057\u307e\u3059\u3002\n\u6e21\u3055\u308c\u305f\u5024\u3068\u30b3\u30e1\u30f3\u30c8\u3060\u3051\u3092\u898b\u3066\u5224\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5224\u5b9a\u3059\u308b\u3053\u3068\u3011\n\u79d1\u76ee\u3054\u3068\u306b\u3001\u30b3\u30e1\u30f3\u30c8\u304c\u5897\u6e1b\u306e\u8aac\u660e\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u3001\u6b21\u306e4\u3064\u304b\u30891\u3064\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- explained ...... \u5897\u6e1b\u306e\u5411\u304d\u3068\u4e3b\u306a\u7406\u7531\u304c\u66f8\u304b\u308c\u3001\u5897\u6e1b\u306e\u91d1\u984d\u306e\u5927\u90e8\u5206\u3092\u8aac\u660e\u3057\u3066\u3044\u308b\n- partial ........ \u7406\u7531\u306f\u66f8\u304b\u308c\u3066\u3044\u308b\u304c\u3001\u5897\u6e1b\u306e\u4e00\u90e8\u3057\u304b\u8aac\u660e\u3057\u3066\u3044\u306a\u3044\n- not_explained .. \u5897\u6e1b\u306e\u7406\u7531\u306b\u306a\u3063\u3066\u3044\u306a\u3044\uff08\u300c\u5897\u52a0\u300d\u300c\u901a\u5e38\u306e\u5909\u52d5\u300d\u300c\u7279\u306b\u306a\u3057\u300d\u306a\u3069\uff09\n- contradicts .... \u95a2\u9023\u3059\u308b\u79d1\u76ee\u306e\u5897\u6e1b\u3068\u77db\u76fe\u3057\u3066\u3044\u308b\n\u8ff7\u3063\u305f\u3068\u304d\u306b explained \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5897\u6e1b\u306e\u91d1\u984d\u3068\u7387\u306f\u3001\u6e21\u3055\u308c\u305f\u5024\uff08\u8a08\u7b97\u6e08\u307f\uff09\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u81ea\u5206\u3067\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30b3\u30e1\u30f3\u30c8\u306b\u66f8\u304b\u308c\u305f\u6570\u5b57\u306f\u3001numbers \u306b\u3001\u66f8\u304b\u308c\u305f\u307e\u307e\u306e\u6587\u5b57\u5217\u3068\u3001\n  \u3069\u306e\u6bd4\u8f03\uff08mom\uff1d\u524d\u6708\u6bd4\uff0fyoy\uff1d\u524d\u5e74\u540c\u6708\u6bd4\uff0funknown\uff09\u306e\u5024\u3068\u3057\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6570\u5b57\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u306f\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u901a\u8ca8\u3092\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5024\u306f\u3059\u3079\u3066\u6a5f\u80fd\u901a\u8ca8\u3067\u3059\u3002\n- contradicts \u3092\u9078\u3076\u3068\u304d\u306f\u3001\u3069\u306e\u95a2\u9023\u79d1\u76ee\u306e\u3001\u3069\u306e\u52d5\u304d\u3068\u77db\u76fe\u3059\u308b\u304b\u3092 reason \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u95a2\u9023\u79d1\u76ee\u3068\u3057\u3066\u6e21\u3055\u308c\u3066\u3044\u306a\u3044\u79d1\u76ee\u3092\u7406\u7531\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30b3\u30e1\u30f3\u30c8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u7406\u7531\u3092\u63a8\u6e2c\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5224\u5b9a\u304c explained \u4ee5\u5916\u306e\u3068\u304d\u306f\u3001\u7167\u4f1a\u6587\u306e\u6848\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u7167\u4f1a\u6587\u306f\u3001\u30b3\u30e1\u30f3\u30c8\u306e\u8a00\u8a9e\uff08{language}\uff09\u3067\u66f8\u304d\u3001\n  \u4f55\u304c\u8db3\u308a\u306a\u3044\u304b\u3092\u5177\u4f53\u7684\u306b1\u301c2\u6587\u3067\u5c0b\u306d\u3066\u304f\u3060\u3055\u3044\u3002\u5b50\u4f1a\u793e\u3092\u8cac\u3081\u308b\u8868\u73fe\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5b50\u4f1a\u793e\u306e\u6570\u5024\u304c\u6b63\u3057\u3044\u304b\u3001\u9023\u7d50\u4fee\u6b63\u304c\u8981\u308b\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u4f1a\u793e\u306e\u60c5\u5831\u3011{company}\n\u3010\u70b9\u691c\u3059\u308b\u79d1\u76ee\uff08\u8a08\u7b97\u6e08\u307f\u306e\u5897\u6e1b\u3068\u3001\u95a2\u9023\u3059\u308b\u79d1\u76ee\u306e\u5897\u6e1b\u4ed8\u304d\uff09\u3011{lines}\n```\n\n**\u300c\u8ff7\u3063\u305f\u3068\u304d\u306b explained \u3092\u9078\u3070\u306a\u3044\u300d\u3068\u66f8\u304f\u306e\u306f\u3001\u77ed\u3044\u30b3\u30e1\u30f3\u30c8\u3067\u3082\u7406\u7531\u3089\u3057\u3044\u8a9e\u304c\u3042\u308c\u3070\u901a\u3057\u3066\u3057\u307e\u3046\u304b\u3089\u3067\u3059\u3002** \u300c\u9700\u8981\u5897\u306b\u3088\u308b\u300d\u306f\u7406\u7531\u306e\u5f62\u3092\u3057\u3066\u3044\u307e\u3059\u304c\u3001**\u3069\u306e\u88fd\u54c1\u306e\u3069\u306e\u9700\u8981\u304b\u304c\u7121\u3051\u308c\u3070 `partial` \u304b `not_explained` \u3067\u3059\u3002** \u7b2c3\u7ae0\u306e\uff08b\uff09\u3067\u62c5\u5f53\u8005\u3054\u3068\u306b\u5206\u304b\u308c\u3066\u3044\u305f\u7dda\u3092\u3001\u3053\u3053\u30671\u672c\u306b\u3057\u307e\u3059\u3002\n\n**\u7167\u4f1a\u6587\u3092\u300c\u8cac\u3081\u308b\u8868\u73fe\u306b\u3057\u306a\u3044\u300d\u3068\u66f8\u304f\u306e\u306f\u3001\u5b50\u4f1a\u793e\u3068\u306e\u95a2\u4fc2\u306e\u305f\u3081\u3067\u3059\u3002** \u7167\u4f1a\u306f\u6bce\u6708\u4f55\u5341\u4ef6\u3082\u51fa\u307e\u3059\u3002**\u8a70\u554f\u306e\u8abf\u5b50\u304c\u7d9a\u304f\u3068\u3001\u5b50\u4f1a\u793e\u306f\u30b3\u30e1\u30f3\u30c8\u3092\u77ed\u304f\u3057\u3066\u7167\u4f1a\u3092\u907f\u3051\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002**","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Azure OpenAI \u306e\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3044\u3001JSON Schema \u306b\u6cbf\u3063\u305f\u5f62\u3067\u8fd4\u3055\u305b\u307e\u3059\u3002\n\n```json\n{\n  \"company_code\": \"\",\n  \"period\": \"2026-09\",\n  \"lines\": [\n    {\n      \"account_code\": \"\",\n      \"verdict\": \"explained | partial | not_explained | contradicts\",\n      \"reason\": \"\",\n      \"related_account\": null,\n      \"numbers\": [\n        { \"text\": \"120\u767e\u4e07\u5186\", \"basis\": \"mom | yoy | unknown\" }\n      ],\n      \"inquiry_draft\": null\n    }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`verdict` \u3068 `basis` \u3092 `enum` \u3067\u7e1b\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u69cb\u9020\u5316\u51fa\u529b\u306f `enum` \u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u306e\u3067\u3001**\u5224\u5b9a\u304c5\u3064\u76ee\u306e\u533a\u5206\u306b\u5897\u3048\u308b\u3053\u3068\u3082\u3001\u6bd4\u8f03\u306e\u7a2e\u985e\u304c\u81ea\u7531\u306a\u6587\u306b\u306a\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u305b\u3093\u3002** \u4e00\u89a7\u3067\u533a\u5206\u3054\u3068\u306b\u6570\u3048\u3089\u308c\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u7167\u4f1a\u6587\u3068\u95a2\u9023\u79d1\u76ee\u3092\u300c\u7121\u3044\u3068\u304d\u306f null\u300d\u3067\u8868\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u69cb\u9020\u5316\u51fa\u529b\u3067\u306f\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3059\u308b\u6c7a\u307e\u308a\u304c\u3042\u308a\u3001**\u4efb\u610f\u306e\u9805\u76ee\u306f `null` \u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u578b**\u3067\u8868\u3057\u307e\u3059\u3002`explained` \u306e\u79d1\u76ee\u306f `inquiry_draft` \u304c `null` \u3067\u8fd4\u308a\u3001**\u7167\u4f1a\u6587\u3092\u66f8\u304d\u5fd8\u308c\u305f\u306e\u304b\u3001\u8981\u3089\u306a\u3044\u306e\u304b\u304c\u533a\u5225\u3067\u304d\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`numbers` \u3092\u7167\u5408\u306b\u56de\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u30d5\u30ed\u30fc\u306f `basis` \u304c `mom` \u306a\u3089\u524d\u6708\u6bd4\u306e\u5024\u3001`yoy` \u306a\u3089\u524d\u5e74\u540c\u6708\u6bd4\u306e\u5024\u3068\u7167\u3089\u3057\u3001**\u5358\u4f4d\u3092\u305d\u308d\u3048\u305f\u3046\u3048\u3067\u4e00\u81f4\u3057\u306a\u3051\u308c\u3070 `number_mismatch` \u306e\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002** `unknown` \u306f\u7167\u5408\u305b\u305a\u3001\u7167\u4f1a\u306e\u5019\u88dc\u306b\u3057\u307e\u3059\u3002\n\n\u6700\u7d42\u7684\u306a\u7167\u4f1a\u306e\u8981\u5426\u306f\u3001\u30d5\u30ed\u30fc\u304c\u6b21\u306e\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n| \u6761\u4ef6 | \u7167\u4f1a |\n|:--|:--|\n| \u30b3\u30e1\u30f3\u30c8\u306e\u8981\u308b\u79d1\u76ee\u306b\u30b3\u30e1\u30f3\u30c8\u304c\u7121\u3044 | \u8981 |\n| \u524d\u6708\u3068\u540c\u3058\u6587\u9762\u3067\u3001\u5897\u6e1b\u306e\u91d1\u984d\u304c\u5909\u308f\u3063\u3066\u3044\u308b | \u8981 |\n| `verdict` \u304c `explained` \u4ee5\u5916 | \u8981 |\n| `number_mismatch` \u306e\u5370\u304c\u3042\u308b | \u8981 |\n| \u4e0a\u8a18\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 | \u4e0d\u8981 |","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30e9\u30a4\u30d6\u30e9\u30ea | SharePoint \u30b3\u30cd\u30af\u30bf | \u63d0\u51fa\u3092\u53d7\u3051\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u8aad\u3080 |\n| \u9023\u7d50\u4f1a\u8a08\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u66f8\u304d\u51fa\u3057 | SharePoint \u30b3\u30cd\u30af\u30bf | \u524d\u6708\u30fb\u524d\u5e74\u540c\u6708\u306e\u5024\u3092\u8aad\u3080\u3002**\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u66f8\u304d\u8fbc\u307e\u306a\u3044** |\n| Azure OpenAI | API\u547c\u3073\u51fa\u3057 | \u5224\u5b9a\u3001\u6570\u5b57\u306e\u629c\u304d\u51fa\u3057\u3001\u7167\u4f1a\u6587\u306e\u6848 |\n| \u70b9\u691c\u306e\u4e00\u89a7 | SharePoint \u30b3\u30cd\u30af\u30bf | \u79d1\u76ee\u3054\u3068\u306e\u5224\u5b9a\u3068\u7167\u4f1a\u306e\u8981\u5426\u3092\u66f8\u304f |\n| Outlook | \u300c\u30e1\u30fc\u30eb \u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u4e0b\u66f8\u304d\u3059\u308b\u300d | \u4f1a\u793e\u3054\u3068\u306b\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u30921\u901a\u306b\u307e\u3068\u3081\u3066\u7f6e\u304f |\n\n**\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u306f\u3001\u4f1a\u793e\u3054\u3068\u306b1\u901a\u306b\u307e\u3068\u3081\u307e\u3059\u3002** \u79d1\u76ee\u3054\u3068\u306b1\u901a\u305a\u3064\u7f6e\u304f\u3068\u3001\u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u62c5\u5f53\u306b1\u65e5\u3067\u5341\u6570\u901a\u304c\u5c4a\u304d\u307e\u3059\u3002**\u5b9b\u5148\u306f\u4f1a\u793e\u306e\u60c5\u5831\u306e\u30ea\u30b9\u30c8\u306b\u3042\u308b\u7167\u4f1a\u5148\u304b\u3089\u5165\u308c\u3001\u672c\u6587\u306b\u306f\u7167\u4f1a\u306e\u8981\u308b\u79d1\u76ee\u3092\u8868\u306b\u3057\u3066\u4e26\u3079\u307e\u3059\u3002**\n\n**\u4e0b\u66f8\u304d\u306e\u307e\u307e\u7f6e\u304d\u3001\u9001\u4fe1\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002** Outlook \u306e\u30b3\u30cd\u30af\u30bf\u306b\u306f\u9001\u4fe1\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3082\u3042\u308a\u307e\u3059\u304c\u3001**\u7167\u4f1a\u306e\u6587\u9762\u3092\u9023\u7d50\u62c5\u5f53\u304c\u78ba\u304b\u3081\u305a\u306b\u9001\u308b\u3068\u3001\u5224\u5b9a\u306e\u8aa4\u308a\u304c\u305d\u306e\u307e\u307e\u5b50\u4f1a\u793e\u306b\u5c4a\u304d\u307e\u3059\u3002**","human_review":"**\u9023\u7d50\u62c5\u5f53\u304c\u898b\u308b\u306e\u306f\u3001\u7167\u4f1a\u304c\u300c\u8981\u300d\u306b\u306a\u3063\u305f\u79d1\u76ee\u3068\u3001\u305d\u306e\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3060\u3051\u3067\u3059\u3002** \u7167\u4f1a\u304c\u300c\u4e0d\u8981\u300d\u306e\u79d1\u76ee\u306f\u3001\u4e00\u89a7\u3067\u4ef6\u6570\u3092\u898b\u308b\u3060\u3051\u306b\u3057\u307e\u3059\u3002\n\n1. **`contradicts` \u3092\u5148\u306b\u898b\u308b** \u2026 \u95a2\u9023\u3059\u308b\u79d1\u76ee\u306e\u52d5\u304d\u3068\u4e26\u3079\u3066\u3001\u672c\u5f53\u306b\u77db\u76fe\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u5b50\u4f1a\u793e\u5074\u306e\u8aac\u660e\u304c\u6b63\u3057\u304f\u3001\u95a2\u9023\u8868\u306e\u7d44\u307f\u65b9\u304c\u7c97\u3044\u3053\u3068\u3082\u3042\u308a\u307e\u3059**\n2. **`number_mismatch` \u3092\u898b\u308b** \u2026 \u5358\u4f4d\uff08\u767e\u4e07\u5186\uff0f\u5343\u5186\uff09\u3084\u3001\u524d\u6708\u6bd4\u3068\u524d\u5e74\u540c\u6708\u6bd4\u306e\u53d6\u308a\u9055\u3048\u304c\u307b\u3068\u3093\u3069\u3067\u3059\n3. **`partial` \u3068 `not_explained` \u306e\u7167\u4f1a\u6587\u3092\u76f4\u3059** \u2026 \u5b50\u4f1a\u793e\u306e\u4e8b\u60c5\u3092\u77e5\u3063\u3066\u3044\u3066\u7167\u4f1a\u304c\u8981\u3089\u306a\u3044\u3068\u5224\u65ad\u3057\u305f\u3082\u306e\u306f\u3001\u7406\u7531\u3092\u66f8\u3044\u3066\u5916\u3057\u307e\u3059\n4. **\u4e0b\u66f8\u304d\u3092\u9001\u308b** \u2026 \u4f1a\u793e\u3054\u3068\u306e1\u901a\u3092\u958b\u304d\u3001\u5b9b\u5148\u3068\u672c\u6587\u3092\u78ba\u304b\u3081\u3066\u9001\u308a\u307e\u3059\n5. **\u5224\u5b9a\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u5224\u5b9a\u3092\u3001\u3069\u3061\u3089\u306b\u5909\u3048\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3067\u300c\u7167\u4f1a\u304c\u8981\u3089\u306a\u3044\u300d\u3068\u5916\u3059\u3068\u304d\u306b\u7406\u7531\u3092\u66f8\u304b\u305b\u308b\u306e\u306f\u3001\u57fa\u6e96\u3092\u305d\u308d\u3048\u308b\u305f\u3081\u3067\u3059\u3002** \u5916\u3057\u305f\u7406\u7531\u304c\u305f\u307e\u308b\u3068\u3001**\u300c\u3053\u306e\u4f1a\u793e\u306e\u3053\u306e\u79d1\u76ee\u306f\u5b63\u7bc0\u3067\u52d5\u304f\u300d\u306e\u3088\u3046\u306a\u4e8b\u60c5\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002** \u305d\u308c\u306f\u95a2\u9023\u8868\u304b\u57fa\u6e96\u306e\u5074\u306b\u623b\u3057\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u300140\u793e\u3092\u306a\u3089\u3057\u30661\u793e30\u5206\u3067\u3059\u3002** \u7167\u4f1a\u306e\u8981\u308b\u79d1\u76ee\u304c1\u793e\u3042\u305f\u308a\u6570\u4ef6\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3088\u308a\u591a\u3044\u4f1a\u793e\u304c\u7d9a\u304f\u306a\u3089\u3001\u57fa\u6e96\u304c\u53b3\u3057\u3059\u304e\u308b\u304b\u3001\u305d\u306e\u4f1a\u793e\u306e\u30b3\u30e1\u30f3\u30c8\u306e\u66f8\u304d\u65b9\u3092\u76f4\u3057\u3066\u3082\u3089\u3046\u6642\u671f\u3067\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u66f8\u5f0f\u304c\u9055\u3046 | \u6b62\u3081\u3066\u5b50\u4f1a\u793e\u3078\u51fa\u3057\u76f4\u3057\u3092\u4f9d\u983c\u3059\u308b\u3002**\u8aad\u307f\u51fa\u3057\u3092\u63a8\u6e2c\u3067\u7d9a\u3051\u306a\u3044** |\n| \u79d1\u76ee\u30b3\u30fc\u30c9\u304c\u30de\u30b9\u30bf\u306b\u7121\u3044 | \u305d\u306e\u79d1\u76ee\u3060\u3051\u300c\u30de\u30b9\u30bf\u5916\u300d\u3068\u3057\u3066\u9023\u7d50\u62c5\u5f53\u3078\u3002\u65b0\u8a2d\u79d1\u76ee\u306e\u3053\u3068\u304c\u591a\u3044 |\n| \u524d\u5e74\u540c\u6708\u306e\u5024\u304c\u7121\u3044\uff08\u65b0\u8a2d\u306e\u4f1a\u793e\u30fb\u65b0\u8a2d\u306e\u79d1\u76ee\uff09 | \u524d\u6708\u6bd4\u3060\u3051\u3067\u5224\u5b9a\u3057\u3001\u524d\u5e74\u540c\u6708\u6bd4\u306f\u300c\u6bd4\u8f03\u306a\u3057\u300d\u3068\u3059\u308b |\n| \u524d\u6708\u306e\u5024\u304c\u30bc\u30ed | \u7387\u3092\u8a08\u7b97\u305b\u305a\u3001\u91d1\u984d\u3060\u3051\u3067\u57fa\u6e96\u3068\u6bd4\u3079\u308b |\n| \u540c\u3058\u4f1a\u793e\u304c\u51fa\u3057\u76f4\u3057\u305f | \u524d\u306e\u7248\u306e\u5224\u5b9a\u306b\u300c\u5dee\u3057\u66ff\u3048\u300d\u306e\u5370\u3092\u4ed8\u3051\u3001\u65b0\u3057\u3044\u7248\u3092\u70b9\u691c\u3057\u76f4\u3059 |\n| \u30b3\u30e1\u30f3\u30c8\u304c\u898f\u5b9a\u306e\u8a00\u8a9e\u3067\u306a\u3044 | \u5224\u5b9a\u306f\u884c\u3044\u3001\u7167\u4f1a\u6587\u306f\u4f1a\u793e\u306e\u60c5\u5831\u306b\u3042\u308b\u8a00\u8a9e\u3067\u66f8\u304f |\n| \u9023\u7d50\u7bc4\u56f2\u306e\u5909\u66f4\uff08\u8cb7\u53ce\u30fb\u58f2\u5374\uff09\u304c\u3042\u3063\u305f\u6708 | \u8a72\u5f53\u3059\u308b\u4f1a\u793e\u306e\u524d\u5e74\u540c\u6708\u6bd4\u306f\u5224\u5b9a\u304b\u3089\u5916\u3057\u3001\u9023\u7d50\u62c5\u5f53\u3078 |\n| Azure OpenAI \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u70b9\u691c\u306e\u4e00\u89a7\u306b\u300c\u672a\u5224\u5b9a\u300d\u3067\u6b8b\u3057\u3001\u518d\u5b9f\u884c\u306e\u5bfe\u8c61\u306b\u3059\u308b |\n\n**\u4e0a\u304b\u30894\u884c\u76ee\u307e\u3067\u306f\u3001AI\u3092\u547c\u3076\u524d\u306b\u6b62\u3081\u307e\u3059\u3002** \u3069\u308c\u3082\u3001\u8a08\u7b97\u3084\u6bd4\u8f03\u306e\u524d\u63d0\u304c\u5d29\u308c\u3066\u3044\u308b\u72b6\u614b\u3067\u3059\u3002**\u524d\u63d0\u304c\u5d29\u308c\u305f\u307e\u307e\u5224\u5b9a\u3055\u305b\u308b\u3068\u3001AI\u306f\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u533a\u5206\u3092\u8fd4\u3057\u3001\u8aa4\u308a\u304c\u4e00\u89a7\u306b\u7d1b\u308c\u307e\u3059\u3002**","log_storage":"- \u63d0\u51fa\u3055\u308c\u305f\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u7248\u3068\u3001\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u6642\n- \u30d5\u30ed\u30fc\u304c\u8a08\u7b97\u3057\u305f\u5897\u6e1b\u306e\u91d1\u984d\u3068\u7387\u3001\u57fa\u6e96\u3068\u6bd4\u3079\u305f\u7d50\u679c\n- Azure OpenAI \u306b\u6e21\u3057\u305f\u6307\u793a\u3068\u3001\u8fd4\u3063\u3066\u304d\u305fJSON\u306e\u5168\u6587\n- \u6570\u5b57\u306e\u7167\u5408\u306e\u7d50\u679c\n- **\u9023\u7d50\u62c5\u5f53\u304c\u5224\u5b9a\u3092\u8986\u3057\u305f\u8a18\u9332**\u3068\u3001\u7167\u4f1a\u3092\u5916\u3057\u305f\u7406\u7531\n- \u9001\u3063\u305f\u7167\u4f1a\u306e\u6587\u9762\u3068\u3001\u5b50\u4f1a\u793e\u306e\u56de\u7b54\n- \u4f1a\u793e\u3054\u3068\u306e\u7167\u4f1a\u306e\u4ef6\u6570\u306e\u63a8\u79fb\n\n**5\u3064\u76ee\u304c\u3001\u57fa\u6e96\u3068\u95a2\u9023\u8868\u3092\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u540c\u3058\u4f1a\u793e\u306e\u540c\u3058\u79d1\u76ee\u3067\u7167\u4f1a\u3092\u5916\u3057\u7d9a\u3051\u3066\u3044\u308b\u306a\u3089\u3001**\u305d\u306e\u79d1\u76ee\u306e\u57fa\u6e96\u304b\u95a2\u9023\u8868\u306e\u7d44\u304c\u5b9f\u614b\u306b\u5408\u3063\u3066\u3044\u307e\u305b\u3093\u3002** \u56db\u534a\u671f\u306b\u4e00\u5ea6\u3001\u5916\u3057\u305f\u7406\u7531\u3092\u898b\u76f4\u3057\u307e\u3059\u3002\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u3068\u306e\u8a71\u3057\u5408\u3044\u306b\u4f7f\u3044\u307e\u3059\u3002** \u7167\u4f1a\u306e\u4ef6\u6570\u304c\u6e1b\u3063\u3066\u3044\u304f\u4f1a\u793e\u306f\u3001\u30b3\u30e1\u30f3\u30c8\u306e\u66f8\u304d\u65b9\u304c\u305d\u308d\u3063\u3066\u304d\u305f\u4f1a\u793e\u3067\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":4,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":40,"assumption_workdays":20,"volume_month":40,"before_minutes_per_case":90,"after_minutes_per_case":30,"hourly_cost":4000,"before_hours_month":60,"after_hours_month":20,"saved_hours_month":40,"reduction_rate":67,"saved_hours_year":480,"annual_cost_effect":1920000,"summary":"\u5b50\u4f1a\u793e\u304b\u3089\u6bce\u6708\u5c4a\u304f\u9023\u7d50\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u5897\u6e1b\u30b3\u30e1\u30f3\u30c8\u3092\u3001\u524d\u6708\u30fb\u524d\u5e74\u540c\u6708\u306e\u6570\u5024\u3068\u7167\u3089\u3057\u3066\u70b9\u691c\u3057\u307e\u3059\u3002\u8aac\u660e\u306e\u8db3\u308a\u306a\u3044\u5897\u6e1b\u3068\u3001\u6570\u5b57\u306e\u5408\u308f\u306a\u3044\u8aac\u660e\u3092\u62fe\u3044\u3001\u5b50\u4f1a\u793e\u3078\u306e\u7167\u4f1a\u6587\u306e\u6848\u306b\u3057\u307e\u3059\u3002","before_flow":"1. \u53d7\u4ed8\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u5c4a\u3044\u305f\u3089\u3001\u62c5\u5f53\u8005\u304c\u958b\u304f\n2. \u79d1\u76ee\u3054\u3068\u306e\u5f53\u6708\u30fb\u524d\u6708\u30fb\u524d\u5e74\u540c\u6708\u306e\u5024\u3092\u4e26\u3079\u3001\u57fa\u6e96\u3092\u8d85\u3048\u305f\u5897\u6e1b\u306b\u5370\u3092\u4ed8\u3051\u308b\n3. \u5370\u306e\u4ed8\u3044\u305f\u79d1\u76ee\u306e\u30b3\u30e1\u30f3\u30c8\u30921\u3064\u305a\u3064\u8aad\u307f\u3001\u5897\u6e1b\u306e\u8aac\u660e\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b\n4. \u30b3\u30e1\u30f3\u30c8\u306b\u6570\u5b57\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u8868\u306e\u5024\u3068\u7167\u3089\u3059\n5. \u8aac\u660e\u306e\u8db3\u308a\u306a\u3044\u79d1\u76ee\u3001\u6570\u5b57\u306e\u5408\u308f\u306a\u3044\u79d1\u76ee\u3092\u30e1\u30e2\u3059\u308b\n6. \u5b50\u4f1a\u793e\u3054\u3068\u306b\u7167\u4f1a\u306e\u30e1\u30fc\u30eb\u3092\u66f8\u3044\u3066\u9001\u308b\n7. \u56de\u7b54\u3092\u53d7\u3051\u3066\u3001\u9023\u7d50\u4f1a\u8a08\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u53d6\u308a\u8fbc\u3080\n\n**\uff08a\uff09\u5897\u6e1b\u306e\u62fe\u3044\u51fa\u3057\u306b\u6642\u9593\u3092\u53d6\u3089\u308c\u308b\u3002** \u57fa\u6e96\u306f\u300c\u524d\u6708\u6bd4\u3067\u4e00\u5b9a\u306e\u91d1\u984d\u4ee5\u4e0a\u3001\u304b\u3064\u4e00\u5b9a\u306e\u7387\u4ee5\u4e0a\u300d\u306e\u3088\u3046\u306a\u7d44\u307f\u5408\u308f\u305b\u3067\u3001**\u79d1\u76ee\u306f1\u793e\u3067100\u3092\u8d85\u3048\u307e\u3059\u3002** 2\u756a\u76ee\u306e\u4f5c\u696d\u306f\u8868\u8a08\u7b97\u3067\u534a\u5206\u306f\u81ea\u52d5\u306b\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u524d\u5e74\u540c\u6708\u306e\u5024\u3092\u5225\u306e\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u5f15\u304f\u3068\u3053\u308d\u304c\u624b\u4f5c\u696d\u3067\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\uff08b\uff09\u300c\u8aac\u660e\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u300d\u306e\u57fa\u6e96\u304c\u62c5\u5f53\u8005\u3067\u9055\u3046\u3002** \u300c\u58f2\u4e0a\u306e\u5897\u52a0\u306b\u3088\u308b\u300d\u3060\u3051\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u901a\u3059\u62c5\u5f53\u8005\u3082\u3044\u308c\u3070\u3001\u300c\u3069\u306e\u88fd\u54c1\u306e\u3001\u3069\u306e\u9867\u5ba2\u306e\u5897\u52a0\u304b\u300d\u307e\u3067\u6c42\u3081\u308b\u62c5\u5f53\u8005\u3082\u3044\u307e\u3059\u3002**\u5b50\u4f1a\u793e\u304b\u3089\u898b\u308b\u3068\u3001\u62c5\u5f53\u8005\u304c\u66ff\u308f\u308b\u305f\u3073\u306b\u7167\u4f1a\u306e\u53b3\u3057\u3055\u304c\u5909\u308f\u308a\u307e\u3059\u3002**\n\n**\uff08c\uff09\u6570\u5b57\u306e\u5408\u308f\u306a\u3044\u8aac\u660e\u3092\u898b\u843d\u3068\u3059\u3002** \u300c\u524d\u6708\u6bd4 120 \u767e\u4e07\u5186\u306e\u5897\u52a0\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\u306e\u306b\u3001\u8868\u306e\u5897\u6e1b\u306f 102 \u767e\u4e07\u5186\u3002**\u6841\u306e\u5165\u308c\u66ff\u308f\u308a\u3084\u3001\u524d\u5e74\u540c\u6708\u6bd4\u306e\u6570\u5b57\u3092\u524d\u6708\u6bd4\u306e\u6b04\u306b\u66f8\u3044\u305f\u8aa4\u308a**\u306f\u30011\u4ef6\u305a\u3064\u96fb\u5353\u3067\u7167\u3089\u3055\u306a\u3044\u3068\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002\u5fd9\u3057\u3044\u6708\u307b\u3069\u7701\u304b\u308c\u307e\u3059\u3002\n\n**\uff08d\uff09\u79d1\u76ee\u3069\u3046\u3057\u306e\u77db\u76fe\u306f\u30011\u884c\u305a\u3064\u8aad\u3080\u3068\u6c17\u3065\u304b\u306a\u3044\u3002** \u58f2\u639b\u91d1\u306e\u30b3\u30e1\u30f3\u30c8\u306b\u300c\u58f2\u4e0a\u306e\u5897\u52a0\u306b\u3088\u308b\u300d\u3068\u3042\u308a\u3001\u58f2\u4e0a\u306e\u30b3\u30e1\u30f3\u30c8\u306b\u306f\u300c\u8ca9\u58f2\u6570\u91cf\u306e\u6e1b\u5c11\u300d\u3068\u3042\u308b\u3002**\u5225\u3005\u306e\u884c\u3092\u5225\u3005\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u8aad\u3080\u306e\u3067\u3001\u77db\u76fe\u306b\u6c17\u3065\u304f\u306e\u306f\u76e3\u67fb\u306e\u6642\u671f\u306b\u306a\u3063\u3066\u304b\u3089**\u3068\u3044\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002","before_flow_steps":["\u53d7\u4ed8\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u5c4a\u3044\u305f\u3089\u3001\u62c5\u5f53\u8005\u304c\u958b\u304f","\u79d1\u76ee\u3054\u3068\u306e\u5f53\u6708\u30fb\u524d\u6708\u30fb\u524d\u5e74\u540c\u6708\u306e\u5024\u3092\u4e26\u3079\u3001\u57fa\u6e96\u3092\u8d85\u3048\u305f\u5897\u6e1b\u306b\u5370\u3092\u4ed8\u3051\u308b","\u5370\u306e\u4ed8\u3044\u305f\u79d1\u76ee\u306e\u30b3\u30e1\u30f3\u30c8\u30921\u3064\u305a\u3064\u8aad\u307f\u3001\u5897\u6e1b\u306e\u8aac\u660e\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b","\u30b3\u30e1\u30f3\u30c8\u306b\u6570\u5b57\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u8868\u306e\u5024\u3068\u7167\u3089\u3059","\u8aac\u660e\u306e\u8db3\u308a\u306a\u3044\u79d1\u76ee\u3001\u6570\u5b57\u306e\u5408\u308f\u306a\u3044\u79d1\u76ee\u3092\u30e1\u30e2\u3059\u308b","\u5b50\u4f1a\u793e\u3054\u3068\u306b\u7167\u4f1a\u306e\u30e1\u30fc\u30eb\u3092\u66f8\u3044\u3066\u9001\u308b","\u56de\u7b54\u3092\u53d7\u3051\u3066\u3001\u9023\u7d50\u4f1a\u8a08\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u53d6\u308a\u8fbc\u3080"],"after_flow":"1. **\u3010\u5b50\u4f1a\u793e\u3011** \u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u53d7\u4ed8\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u63d0\u51fa\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210\u3092\u304d\u3063\u304b\u3051\u306b\u30d5\u30ed\u30fc\u304c\u52d5\u304d\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u6570\u5024\u3068\u30b3\u30e1\u30f3\u30c8\u3092\u8aad\u307f\u51fa\u3059\n3. **\u3010\u81ea\u52d5\u3011** \u524d\u6708\u30fb\u524d\u5e74\u540c\u6708\u306e\u5024\u3092\u5f15\u304d\u3001\u79d1\u76ee\u3054\u3068\u306b\u5897\u6e1b\u306e\u91d1\u984d\u3068\u7387\u3092\u8a08\u7b97\u3059\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u793e\u5185\u306e\u57fa\u6e96\u3067\u30b3\u30e1\u30f3\u30c8\u306e\u8981\u308b\u79d1\u76ee\u3092\u6c7a\u3081\u3001\u30b3\u30e1\u30f3\u30c8\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u30b3\u30e1\u30f3\u30c8\u304c\u524d\u6708\u3068\u540c\u3058\u6587\u9762\u304b\u3092\u78ba\u304b\u3081\u308b\n6. **\u3010\u81ea\u52d5\u3011** Azure OpenAI \u304c\u30b3\u30e1\u30f3\u30c8\u3054\u3068\u306b\u8aac\u660e\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u5224\u5b9a\u3057\u3001\u30b3\u30e1\u30f3\u30c8\u4e2d\u306e\u6570\u5b57\u3092\u62fe\u3046\n7. **\u3010\u81ea\u52d5\u3011** \u30d5\u30ed\u30fc\u304c\u62fe\u3063\u305f\u6570\u5b57\u3092\u8868\u306e\u5024\u3068\u7167\u3089\u3059\n8. **\u3010\u81ea\u52d5\u3011** \u7167\u4f1a\u306e\u8981\u308b\u79d1\u76ee\u306b\u3064\u3044\u3066\u3001\u7167\u4f1a\u6587\u306e\u6848\u3092\u4f5c\u308a\u3001Outlook \u306e\u4e0b\u66f8\u304d\u306b\u7f6e\u304f\n9. **\u3010\u4eba\u3011** \u9023\u7d50\u62c5\u5f53\u304c\u5224\u5b9a\u306e\u4e00\u89a7\u3068\u7167\u4f1a\u6587\u306e\u6848\u3092\u78ba\u304b\u3081\u3001\u76f4\u3057\u3066\u9001\u308b\n10. **\u3010\u4eba\u3011** \u56de\u7b54\u3092\u53d7\u3051\u3066\u3001\u9023\u7d50\u4f1a\u8a08\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u53d6\u308a\u8fbc\u3080\n\n**9\u756a\u76ee\u3067\u4eba\u304c\u898b\u308b\u306e\u306f\u3001\u7167\u4f1a\u306e\u5019\u88dc\u306b\u6319\u304c\u3063\u305f\u79d1\u76ee\u3060\u3051\u3067\u3059\u3002** \u57fa\u6e96\u3092\u8d85\u3048\u3066\u3044\u306a\u3044\u79d1\u76ee\u3068\u3001\u8aac\u660e\u306b\u306a\u3063\u3066\u3044\u308b\u3068\u5224\u5b9a\u3055\u308c\u305f\u79d1\u76ee\u306f\u3001\u4e00\u89a7\u3067\u4ef6\u6570\u3092\u898b\u308b\u3060\u3051\u306b\u3057\u307e\u3059\u3002**\u5168\u79d1\u76ee\u3092\u4eba\u304c\u8aad\u307f\u76f4\u3059\u8a2d\u8a08\u306b\u3059\u308b\u3068\u300160.0\u6642\u9593\u306f\u307b\u3068\u3093\u3069\u6e1b\u308a\u307e\u305b\u3093\u3002**\n\n**3\u30fb4\u30fb7\u756a\u76ee\u3092\u30d5\u30ed\u30fc\u306b\u7f6e\u3044\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u5897\u6e1b\u306e\u8a08\u7b97\u3082\u3001\u57fa\u6e96\u3068\u306e\u6bd4\u8f03\u3082\u3001\u6570\u5b57\u306e\u7167\u5408\u3082\u3001**\u7b54\u3048\u304c1\u3064\u306b\u6c7a\u307e\u308b\u4f5c\u696d\u3067\u3059\u3002** AI\u306b\u4efb\u305b\u308b\u3068\u3001\u6841\u306e\u53d6\u308a\u9055\u3048\u3084\u524d\u6708\u6bd4\u3068\u524d\u5e74\u540c\u6708\u6bd4\u306e\u53d6\u308a\u9055\u3048\u304c\u3001\u307e\u3055\u306b\u898b\u3064\u3051\u305f\u3044\u8aa4\u308a\u3068\u540c\u3058\u5f62\u3067\u6df7\u3056\u308a\u307e\u3059\u3002","after_flow_steps":["**\u3010\u5b50\u4f1a\u793e\u3011** \u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u53d7\u4ed8\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u63d0\u51fa\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210\u3092\u304d\u3063\u304b\u3051\u306b\u30d5\u30ed\u30fc\u304c\u52d5\u304d\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u6570\u5024\u3068\u30b3\u30e1\u30f3\u30c8\u3092\u8aad\u307f\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u524d\u6708\u30fb\u524d\u5e74\u540c\u6708\u306e\u5024\u3092\u5f15\u304d\u3001\u79d1\u76ee\u3054\u3068\u306b\u5897\u6e1b\u306e\u91d1\u984d\u3068\u7387\u3092\u8a08\u7b97\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u793e\u5185\u306e\u57fa\u6e96\u3067\u30b3\u30e1\u30f3\u30c8\u306e\u8981\u308b\u79d1\u76ee\u3092\u6c7a\u3081\u3001\u30b3\u30e1\u30f3\u30c8\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u30b3\u30e1\u30f3\u30c8\u304c\u524d\u6708\u3068\u540c\u3058\u6587\u9762\u304b\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** Azure OpenAI \u304c\u30b3\u30e1\u30f3\u30c8\u3054\u3068\u306b\u8aac\u660e\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u5224\u5b9a\u3057\u3001\u30b3\u30e1\u30f3\u30c8\u4e2d\u306e\u6570\u5b57\u3092\u62fe\u3046","**\u3010\u81ea\u52d5\u3011** \u30d5\u30ed\u30fc\u304c\u62fe\u3063\u305f\u6570\u5b57\u3092\u8868\u306e\u5024\u3068\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u7167\u4f1a\u306e\u8981\u308b\u79d1\u76ee\u306b\u3064\u3044\u3066\u3001\u7167\u4f1a\u6587\u306e\u6848\u3092\u4f5c\u308a\u3001Outlook \u306e\u4e0b\u66f8\u304d\u306b\u7f6e\u304f","**\u3010\u4eba\u3011** \u9023\u7d50\u62c5\u5f53\u304c\u5224\u5b9a\u306e\u4e00\u89a7\u3068\u7167\u4f1a\u6587\u306e\u6848\u3092\u78ba\u304b\u3081\u3001\u76f4\u3057\u3066\u9001\u308b","**\u3010\u4eba\u3011** \u56de\u7b54\u3092\u53d7\u3051\u3066\u3001\u9023\u7d50\u4f1a\u8a08\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u53d6\u308a\u8fbc\u3080"],"architecture":"```\n\u5b50\u4f1a\u793e\u306e\u9023\u7d50\u30d1\u30c3\u30b1\u30fc\u30b8\uff08\u53d7\u4ed8\u30e9\u30a4\u30d6\u30e9\u30ea\u3078\u63d0\u51fa\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210\u6642\uff08\u30d7\u30ed\u30d1\u30c6\u30a3\u306e\u307f\uff09\nPower Automate\n   \u251c\u2500\u2500\u25b6 \u6570\u5024\u3068\u30b3\u30e1\u30f3\u30c8\u3092\u8aad\u307f\u51fa\u3059\n   \u251c\u2500\u2500\u25b6 \u524d\u6708\u30fb\u524d\u5e74\u540c\u6708\u306e\u5024\u3092\u5f15\u304d\u3001\u5897\u6e1b\u306e\u91d1\u984d\u3068\u7387\u3092\u8a08\u7b97\n   \u251c\u2500\u2500\u25b6 \u57fa\u6e96\u3067\u30b3\u30e1\u30f3\u30c8\u306e\u8981\u308b\u79d1\u76ee\u3092\u6c7a\u3081\u308b\uff0f\u524d\u6708\u3068\u540c\u3058\u6587\u9762\u304b\u3092\u898b\u308b\n   \u25bc\nAzure OpenAI\uff08Microsoft Foundry\uff09\u2500\u2500 \u69cb\u9020\u5316\u51fa\u529b\n   \u2502   \u2460 \u8aac\u660e\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u306e\u5224\u5b9a\uff084\u533a\u5206\uff09\n   \u2502   \u2461 \u30b3\u30e1\u30f3\u30c8\u4e2d\u306e\u6570\u5b57\u306e\u629c\u304d\u51fa\u3057\n   \u2502   \u2462 \u7167\u4f1a\u6587\u306e\u6848\n   \u25bc\nPower Automate \u2500\u2500 \u629c\u304d\u51fa\u3057\u305f\u6570\u5b57\u3092\u8868\u306e\u5024\u3068\u7167\u3089\u3059\n   \u25bc\n\u70b9\u691c\u306e\u4e00\u89a7\uff08SharePoint \u306e\u30ea\u30b9\u30c8\uff09\uff0b \u7167\u4f1a\u306e\u4e0b\u66f8\u304d\uff08Outlook\uff09\n   \u25bc\n\u3010\u9023\u7d50\u62c5\u5f53\u304c\u78ba\u8a8d\u3057\u3001\u9001\u308b\u3011\n   \u25bc\n\u9023\u7d50\u4f1a\u8a08\u306e\u30b7\u30b9\u30c6\u30e0\u3078\u53d6\u308a\u8fbc\u307f\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\u3001Gemini |\n| \u9023\u643a | Power Automate | Make\u3001n8n |\n| \u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u70b9\u691c\u306e\u4e00\u89a7\u306e\u7f6e\u304d\u5834 | SharePoint \u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u30ea\u30b9\u30c8 | Dataverse |\n| \u7167\u4f1a\u306e\u4e0b\u66f8\u304d | Office 365 Outlook \u30b3\u30cd\u30af\u30bf | \u5404\u793e\u306e\u30e1\u30fc\u30eb\u306e\u4ed5\u7d44\u307f |\n| \u9023\u7d50\u306e\u6570\u5024 | \u65e2\u5b58\u306e\u9023\u7d50\u4f1a\u8a08\u306e\u30b7\u30b9\u30c6\u30e0 | \u30b7\u30b9\u30c6\u30e0\u306e\u66f8\u304d\u51fa\u3057\u6a5f\u80fd |\n\n**\u9023\u7d50\u4f1a\u8a08\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u524d\u6708\u30fb\u524d\u5e74\u540c\u6708\u306e\u78ba\u5b9a\u5024\u3092\u3001\u6bce\u6708\u306e\u7de0\u3081\u306e\u5f8c\u306b**\u79d1\u76ee\u30b3\u30fc\u30c9\u3068\u5024\u306e\u4e00\u89a7\u3068\u3057\u3066\u66f8\u304d\u51fa\u3057**\u3001SharePoint \u306b\u7f6e\u304f\u3060\u3051\u3067\u3059\u3002**\u66f8\u304d\u51fa\u3057\u65b9\u306f\u5229\u7528\u3057\u3066\u3044\u308b\u88fd\u54c1\u306b\u3088\u3063\u3066\u9055\u3046\u305f\u3081\u3001\u3053\u306e\u90e8\u5206\u306f\u5229\u7528\u74b0\u5883\u306b\u5408\u308f\u305b\u305f\u500b\u5225\u306e\u5b9f\u88c5\u306b\u306a\u308a\u307e\u3059\u3002** \u30d5\u30ed\u30fc\u306f\u4e00\u89a7\u3092\u8aad\u3080\u3060\u3051\u3067\u3001\u9023\u7d50\u4f1a\u8a08\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002\n\n**\u571f\u53f0\u306b\u306a\u308b\u306e\u306f\u3001Microsoft Foundry \u3067\u63d0\u4f9b\u3055\u308c\u308b Azure OpenAI \u306e\u30e2\u30c7\u30eb\u3067\u3059\u3002** Azure \u304c\u8ca9\u58f2\u3059\u308b\u30e2\u30c7\u30eb\u306f Microsoft \u306e Azure \u74b0\u5883\u3067\u30db\u30b9\u30c8\u3055\u308c\u3001**\u30e2\u30c7\u30eb\u306e\u63d0\u4f9b\u5143\u304c\u904b\u55b6\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u3068\u306f\u3084\u308a\u53d6\u308a\u3057\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5165\u529b\u3068\u51fa\u529b\u306f\u4ed6\u306e\u9867\u5ba2\u306b\u3082\u30e2\u30c7\u30eb\u306e\u63d0\u4f9b\u5143\u306b\u3082\u63d0\u4f9b\u3055\u308c\u305a\u3001**\u8a31\u53ef\u3084\u6307\u793a\u306a\u3057\u306b\u751f\u6210AI\u306e\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u958b\u793a\u524d\u306e\u5b50\u4f1a\u793e\u306e\u696d\u7e3e\u3092\u6271\u3046\u306e\u3067\u3001\u3053\u306e\u70b9\u3092\u6700\u521d\u306b\u78ba\u304b\u3081\u307e\u3059\u3002\u6a19\u6e96\u306e\u30c7\u30d7\u30ed\u30a4\u3067\u306f\u6307\u5b9a\u3057\u305f\u5730\u57df\u306e\u4e2d\u3067\u51e6\u7406\u3055\u308c\u307e\u3059\u304c\u3001**\u300cGlobal\u300d\u3084\u300cDataZone\u300d\u306e\u7a2e\u985e\u3067\u306f\u51e6\u7406\u306e\u5834\u6240\u304c\u5e83\u304c\u308b**\u306e\u3067\u3001\u30c7\u30d7\u30ed\u30a4\u306e\u7a2e\u985e\u3082\u5148\u306b\u6c7a\u3081\u307e\u3059\u3002\n\n**\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u53d7\u3051\u53d6\u308a\u306f\u3001Power Automate \u306e SharePoint \u30b3\u30cd\u30af\u30bf\u3067\u884c\u3044\u307e\u3059\u3002** \u63d0\u51fa\u306f\u300c\u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210\u6642 (\u30d7\u30ed\u30d1\u30c6\u30a3\u306e\u307f)\u300d\u306e\u30c8\u30ea\u30ac\u30fc\u3067\u53d7\u3051\u3001\u4e2d\u8eab\u306f\u300c\u30d5\u30a1\u30a4\u30eb \u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u53d6\u5f97\u300d\u3067\u53d6\u308a\u307e\u3059\u3002\u70b9\u691c\u306e\u4e00\u89a7\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u300c\u9805\u76ee\u3092\u4f5c\u6210\u3059\u308b\u300d\u3067\u3059\u3002\n\n**\u7167\u4f1a\u6587\u306f\u3001Office 365 Outlook \u30b3\u30cd\u30af\u30bf\u306e\u300c\u30e1\u30fc\u30eb \u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u4e0b\u66f8\u304d\u3059\u308b\u300d\u3067\u4e0b\u66f8\u304d\u306b\u7f6e\u304d\u307e\u3059\u3002** \u9001\u4fe1\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002**\u9001\u308b\u306e\u306f\u9023\u7d50\u62c5\u5f53\u304c\u4e0b\u66f8\u304d\u3092\u958b\u3044\u3066\u76f4\u3057\u305f\u5f8c\u3067\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u5b50\u4f1a\u793e\u304c\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u53d7\u4ed8\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u63d0\u51fa\u3057\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u300c\u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210\u6642 (\u30d7\u30ed\u30d1\u30c6\u30a3\u306e\u307f)\u300d\u306e\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u9805\u76ee\u304c\u4f5c\u6210\u3055\u308c\u305f\u3068\u304d\u306b\u52d5\u304d\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u5217\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u3060\u3051\u3092\u8fd4\u3057\u307e\u3059\u3002\u4e2d\u8eab\u306f\u3001\u8fd4\u3063\u3066\u304d\u305f\u30d5\u30a1\u30a4\u30eb\u8b58\u5225\u5b50\u3067\u300c\u30d5\u30a1\u30a4\u30eb \u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u53d6\u5f97\u300d\u3092\u547c\u3093\u3067\u53d6\u308a\u307e\u3059\u3002\n\n**\u63d0\u51fa\u671f\u9650\u306e\u5f8c\u306b\u307e\u3068\u3081\u3066\u52d5\u304b\u3059\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002** 40\u793e\u306e\u3046\u3061\u65e9\u3044\u4f1a\u793e\u306f2\u55b6\u696d\u65e5\u76ee\u306b\u51fa\u3057\u3066\u304d\u307e\u3059\u3002**\u5c4a\u3044\u305f\u9806\u306b\u70b9\u691c\u3057\u3066\u304a\u3051\u3070\u3001\u7167\u4f1a\u3082\u5c4a\u3044\u305f\u9806\u306b\u51fa\u305b\u3001\u56de\u7b54\u3092\u5f85\u3064\u6642\u9593\u304c\u7de0\u3081\u306e\u65e5\u7a0b\u306b\u91cd\u306a\u308a\u307e\u305b\u3093\u3002**\n\n**\u540c\u3058\u4f1a\u793e\u304c\u51fa\u3057\u76f4\u3057\u305f\u3068\u304d\u306f\u3001\u65b0\u3057\u3044\u7248\u3060\u3051\u3092\u70b9\u691c\u3057\u307e\u3059\u3002** \u30d5\u30a1\u30a4\u30eb\u540d\u306b\u4f1a\u793e\u30b3\u30fc\u30c9\u3068\u5bfe\u8c61\u6708\u3092\u5165\u308c\u308b\u6c7a\u307e\u308a\u306b\u3057\u3001\u540c\u3058\u4f1a\u793e\u30fb\u540c\u3058\u6708\u306e\u70b9\u691c\u306e\u4e00\u89a7\u304c\u65e2\u306b\u3042\u308c\u3070\u3001\u524d\u306e\u7248\u306e\u5224\u5b9a\u306b\u300c\u5dee\u3057\u66ff\u3048\u300d\u306e\u5370\u3092\u4ed8\u3051\u3066\u304b\u3089\u70b9\u691c\u3057\u76f4\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u9023\u7d50\u30d1\u30c3\u30b1\u30fc\u30b8 | \u79d1\u76ee\u30b3\u30fc\u30c9\u3001\u79d1\u76ee\u540d\u3001\u5f53\u6708\u306e\u5024\u3001\u901a\u8ca8\u3001\u79d1\u76ee\u3054\u3068\u306e\u5897\u6e1b\u30b3\u30e1\u30f3\u30c8 | \u53d7\u4ed8\u30e9\u30a4\u30d6\u30e9\u30ea |\n| \u524d\u6708\u30fb\u524d\u5e74\u540c\u6708\u306e\u5024 | \u4f1a\u793e \u00d7 \u79d1\u76ee\u30b3\u30fc\u30c9\u306e\u78ba\u5b9a\u5024 | \u9023\u7d50\u4f1a\u8a08\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u66f8\u304d\u51fa\u3057 |\n| \u524d\u6708\u306e\u30b3\u30e1\u30f3\u30c8 | \u4f1a\u793e \u00d7 \u79d1\u76ee\u30b3\u30fc\u30c9\u306e\u524d\u6708\u306e\u30b3\u30e1\u30f3\u30c8 | \u70b9\u691c\u306e\u4e00\u89a7\uff08\u524d\u6708\u5206\uff09 |\n| \u30b3\u30e1\u30f3\u30c8\u3092\u6c42\u3081\u308b\u57fa\u6e96 | \u524d\u6708\u6bd4\u30fb\u524d\u5e74\u540c\u6708\u6bd4\u305d\u308c\u305e\u308c\u306e\u91d1\u984d\u3068\u7387\u306e\u57fa\u6e96\u3002\u4f1a\u793e\u306e\u898f\u6a21\u306e\u533a\u5206\u3054\u3068 | SharePoint \u306e\u30ea\u30b9\u30c8 |\n| \u79d1\u76ee\u306e\u95a2\u9023\u8868 | \u300c\u58f2\u639b\u91d1 \u2194 \u58f2\u4e0a\u300d\u300c\u68da\u5378\u8cc7\u7523 \u2194 \u58f2\u4e0a\u539f\u4fa1\u300d\u306e\u3088\u3046\u306a\u3001\u52d5\u304d\u3092\u8aac\u660e\u3057\u5408\u3046\u79d1\u76ee\u306e\u7d44 | SharePoint \u306e\u30ea\u30b9\u30c8 |\n| \u4f1a\u793e\u306e\u60c5\u5831 | \u4f1a\u793e\u30b3\u30fc\u30c9\u3001\u540d\u79f0\u3001\u6a5f\u80fd\u901a\u8ca8\u3001\u898f\u6a21\u306e\u533a\u5206\u3001\u30b3\u30e1\u30f3\u30c8\u306e\u8a00\u8a9e\u3001\u7167\u4f1a\u5148 | SharePoint \u306e\u30ea\u30b9\u30c8 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u79d1\u76ee\u306e\u95a2\u9023\u8868\u3067\u3059\u3002** \u7b2c1\u7ae0\u306e\u300c\u307b\u304b\u306e\u79d1\u76ee\u306e\u52d5\u304d\u3068\u77db\u76fe\u3057\u3066\u3044\u308b\u300d\u306f\u3001**\u3069\u306e\u79d1\u76ee\u3068\u3069\u306e\u79d1\u76ee\u3092\u4e26\u3079\u3066\u8aad\u3080\u304b\u304c\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u3068\u5224\u5b9a\u3067\u304d\u307e\u305b\u3093\u3002** \u5168\u79d1\u76ee\u3092\u5168\u79d1\u76ee\u3068\u4e26\u3079\u308b\u3068\u3001AI\u306f\u95a2\u4fc2\u306e\u8584\u3044\u52d5\u304d\u307e\u3067\u77db\u76fe\u3068\u3057\u3066\u6319\u3052\u307e\u3059\u3002**\u95a2\u9023\u8868\u306b\u3042\u308b\u7d44\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002**\n\n**\u524d\u6708\u306e\u30b3\u30e1\u30f3\u30c8\u306f\u3001\u6587\u9762\u304c\u540c\u3058\u304b\u3069\u3046\u304b\u3092\u898b\u308b\u305f\u3081\u306b\u6301\u3061\u307e\u3059\u3002** \u5897\u6e1b\u306e\u91d1\u984d\u304c\u5909\u308f\u3063\u3066\u3044\u308b\u306e\u306b\u524d\u6708\u3068\u4e00\u5b57\u4e00\u53e5\u540c\u3058\u30b3\u30e1\u30f3\u30c8\u306f\u3001**\u66f8\u304d\u76f4\u3057\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u304c\u9ad8\u3044**\u306e\u3067\u3001\u305d\u308c\u3060\u3051\u3067\u7167\u4f1a\u306e\u5019\u88dc\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 | \u3069\u3046\u53d6\u308b\u304b |\n|:--|:--|:--|\n| \u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u4e2d\u8eab | \u53d7\u4ed8\u30e9\u30a4\u30d6\u30e9\u30ea | \u300c\u30d5\u30a1\u30a4\u30eb \u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u53d6\u5f97\u300d |\n| \u524d\u6708\u30fb\u524d\u5e74\u540c\u6708\u306e\u5024 | \u66f8\u304d\u51fa\u3057\u3092\u7f6e\u3044\u305f\u30e9\u30a4\u30d6\u30e9\u30ea | \u300c\u30d1\u30b9\u3092\u4f7f\u7528\u3057\u3066\u30d5\u30a1\u30a4\u30eb\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u53d6\u5f97\u3059\u308b\u300d |\n| \u524d\u6708\u306e\u30b3\u30e1\u30f3\u30c8 | \u70b9\u691c\u306e\u4e00\u89a7 | \u300c\u30a2\u30a4\u30c6\u30e0\u3092\u53d6\u5f97\u300d\u3002\u4f1a\u793e\u30b3\u30fc\u30c9\u3068\u5bfe\u8c61\u6708\u3067\u30d5\u30a3\u30eb\u30bf\u30fc \u30af\u30a8\u30ea\u3092\u6307\u5b9a\u3057\u3066\u7d5e\u308b |\n| \u57fa\u6e96\u30fb\u79d1\u76ee\u306e\u95a2\u9023\u8868\u30fb\u4f1a\u793e\u306e\u60c5\u5831 | SharePoint \u306e\u30ea\u30b9\u30c8 | \u300c\u30a2\u30a4\u30c6\u30e0\u3092\u53d6\u5f97\u300d |\n\n**\u524d\u6708\u306e\u30b3\u30e1\u30f3\u30c8\u306f\u3001\u305d\u306e\u4f1a\u793e\u306e\u5206\u3060\u3051\u3092\u5f15\u304d\u307e\u3059\u3002** \u300c\u30a2\u30a4\u30c6\u30e0\u3092\u53d6\u5f97\u300d\u306f OData \u306e\u30d5\u30a3\u30eb\u30bf\u30fc \u30af\u30a8\u30ea\u3067\u8fd4\u3059\u9805\u76ee\u3092\u7d5e\u308c\u308b\u306e\u3067\u3001**\u4f1a\u793e\u30b3\u30fc\u30c9\u3068\u524d\u6708\u306e\u5bfe\u8c61\u6708\u3067\u7d5e\u3063\u3066\u304b\u3089**\u8aad\u307f\u307e\u3059\u3002\u5168\u793e\u5206\u3092\u5f15\u3044\u3066\u30d5\u30ed\u30fc\u306e\u4e2d\u3067\u63a2\u3059\u3068\u3001\u4ef6\u6570\u304c\u5897\u3048\u305f\u3068\u304d\u306b\u53d6\u308a\u3053\u307c\u3057\u307e\u3059\u3002\n\n**\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u66f8\u5f0f\u306f\u5168\u793e\u30671\u3064\u306b\u305d\u308d\u3048\u3066\u304a\u304d\u307e\u3059\u3002** \u5b50\u4f1a\u793e\u3054\u3068\u306b\u5217\u306e\u4f4d\u7f6e\u304c\u9055\u3046\u3068\u3001\u8aad\u307f\u51fa\u3057\u306e\u6bb5\u3067\u79d1\u76ee\u3068\u5024\u304c\u305a\u308c\u307e\u3059\u3002**\u305a\u308c\u305f\u307e\u307e\u5897\u6e1b\u3092\u8a08\u7b97\u3059\u308b\u3068\u3001\u5b58\u5728\u3057\u306a\u3044\u5927\u304d\u306a\u5897\u6e1b\u304c\u51fa\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u66f8\u5f0f\u306e\u78ba\u8a8d** \u2026 \u6c7a\u3081\u3089\u308c\u305f\u5217\u898b\u51fa\u3057\u304c\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3001\u79d1\u76ee\u30b3\u30fc\u30c9\u304c\u30de\u30b9\u30bf\u306b\u3042\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u305d\u308d\u308f\u306a\u3051\u308c\u3070\u6b62\u3081\u3066\u3001\u5b50\u4f1a\u793e\u306b\u51fa\u3057\u76f4\u3057\u3092\u983c\u307f\u307e\u3059\n2. **\u5897\u6e1b\u306e\u8a08\u7b97** \u2026 \u79d1\u76ee\u3054\u3068\u306b\u3001\u524d\u6708\u6bd4\u3068\u524d\u5e74\u540c\u6708\u6bd4\u306e\u91d1\u984d\u3068\u7387\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002**\u8a08\u7b97\u306f\u3059\u3079\u3066\u30d5\u30ed\u30fc\u3067\u884c\u3044\u3001\u6a5f\u80fd\u901a\u8ca8\u306e\u307e\u307e\u6271\u3044\u307e\u3059**\n3. **\u57fa\u6e96\u3068\u306e\u6bd4\u8f03** \u2026 \u4f1a\u793e\u306e\u898f\u6a21\u306e\u533a\u5206\u306b\u5fdc\u3058\u305f\u57fa\u6e96\u3067\u3001\u30b3\u30e1\u30f3\u30c8\u306e\u8981\u308b\u79d1\u76ee\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\n4. **\u30b3\u30e1\u30f3\u30c8\u306e\u6709\u7121\u306e\u78ba\u8a8d** \u2026 \u5370\u306e\u4ed8\u3044\u305f\u79d1\u76ee\u306b\u30b3\u30e1\u30f3\u30c8\u304c\u7121\u3051\u308c\u3070\u3001AI\u306b\u6e21\u3055\u305a\u306b\u300c\u30b3\u30e1\u30f3\u30c8\u306a\u3057\u300d\u3068\u3057\u307e\u3059\n5. **\u524d\u6708\u3068\u540c\u3058\u6587\u9762\u306e\u78ba\u8a8d** \u2026 \u524d\u6708\u306e\u30b3\u30e1\u30f3\u30c8\u3068\u6587\u5b57\u5217\u3067\u6bd4\u3079\u3001\u4e00\u81f4\u3059\u308c\u3070\u5370\u3092\u4ed8\u3051\u307e\u3059\n6. **\u95a2\u9023\u3059\u308b\u79d1\u76ee\u306e\u5024\u3092\u6dfb\u3048\u308b** \u2026 \u95a2\u9023\u8868\u306b\u3042\u308b\u7d44\u306e\u3001\u76f8\u624b\u306e\u79d1\u76ee\u306e\u5897\u6e1b\u306e\u91d1\u984d\u3068\u7387\u3092\u4e26\u3079\u307e\u3059\n7. **AI\u306b\u6e21\u3059\u5358\u4f4d\u3092\u4f5c\u308b** \u2026 1\u793e\u306b\u3064\u304d\u3001\u5370\u306e\u4ed8\u3044\u305f\u79d1\u76ee\u3060\u3051\u3092\u3001\u8a08\u7b97\u6e08\u307f\u306e\u5024\u3068\u95a2\u9023\u3059\u308b\u79d1\u76ee\u306e\u5024\u3068\u4e00\u7dd2\u306b1\u3064\u306b\u307e\u3068\u3081\u307e\u3059\n\n**4\u756a\u76ee\u3067\u30b3\u30e1\u30f3\u30c8\u306e\u7121\u3044\u79d1\u76ee\u3092AI\u306b\u6e21\u3055\u306a\u3044\u306e\u306f\u3001\u5224\u5b9a\u306e\u4f59\u5730\u304c\u7121\u3044\u304b\u3089\u3067\u3059\u3002** \u6e21\u3059\u3068\u3001AI\u306f\u8868\u306e\u52d5\u304d\u304b\u3089\u7406\u7531\u3092\u63a8\u6e2c\u3057\u3001**\u300c\u30b3\u30e1\u30f3\u30c8\u306f\u7121\u3044\u304c\u3001\u58f2\u4e0a\u306e\u5897\u52a0\u306b\u3088\u308b\u3068\u8003\u3048\u3089\u308c\u308b\u300d\u3068\u66f8\u304d\u307e\u3059\u3002** \u5b50\u4f1a\u793e\u304c\u66f8\u3044\u3066\u3044\u306a\u3044\u8aac\u660e\u3092\u3001\u672c\u793e\u304c\u4f5c\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\n\n**2\u756a\u76ee\u3067\u901a\u8ca8\u3092\u63db\u7b97\u3057\u306a\u3044\u306e\u306f\u3001\u6bd4\u3079\u308b\u76f8\u624b\u304c\u540c\u3058\u901a\u8ca8\u3060\u304b\u3089\u3067\u3059\u3002** \u524d\u6708\u3082\u524d\u5e74\u540c\u6708\u3082\u6a5f\u80fd\u901a\u8ca8\u306e\u5024\u3067\u6301\u3063\u3066\u3044\u307e\u3059\u3002**\u5186\u306b\u63db\u7b97\u3059\u308b\u3068\u70ba\u66ff\u306e\u52d5\u304d\u304c\u5897\u6e1b\u306b\u6df7\u3056\u308a\u3001\u5b50\u4f1a\u793e\u306e\u30b3\u30e1\u30f3\u30c8\u304c\u8aac\u660e\u3057\u3066\u3044\u306a\u3044\u5dee\u304c\u51fa\u307e\u3059\u3002**\n\n**5\u756a\u76ee\u306f\u3001\u6587\u5b57\u5217\u304c\u5b8c\u5168\u306b\u4e00\u81f4\u3057\u305f\u3068\u304d\u3060\u3051\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002** \u6570\u5b57\u3060\u3051\u3092\u66f8\u304d\u63db\u3048\u305f\u30b3\u30e1\u30f3\u30c8\u306f\u5225\u306e\u6587\u9762\u3068\u3057\u3066\u6271\u3044\u3001AI\u306e\u5224\u5b9a\u306b\u56de\u3057\u307e\u3059\u3002**\u4f3c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad\u307e\u3067\u30d5\u30ed\u30fc\u3067\u3084\u308d\u3046\u3068\u3059\u308b\u3068\u3001\u57fa\u6e96\u304c\u3042\u3044\u307e\u3044\u306b\u306a\u308a\u307e\u3059\u3002**\n\n7\u756a\u76ee\u3067\u307e\u3068\u3081\u308b1\u79d1\u76ee\u5206\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u5f62\u3067\u3059\u3002**AI\u304c\u898b\u308b\u5024\u306f\u3001\u3059\u3079\u3066\u30d5\u30ed\u30fc\u304c\u8a08\u7b97\u3057\u305f\u3082\u306e\u3067\u3059\u3002**\n\n```\n\u79d1\u76ee: 1310 \u58f2\u639b\u91d1\uff08\u6a5f\u80fd\u901a\u8ca8: USD\u3001\u5358\u4f4d: \u5343\uff09\n\u5f53\u6708 18,420 \uff0f \u524d\u6708 16,950 \uff0f \u524d\u5e74\u540c\u6708 15,880\n\u524d\u6708\u6bd4 +1,470\uff08+8.7%\uff09 \u57fa\u6e96\u8d85\u904e \uff0f \u524d\u5e74\u540c\u6708\u6bd4 +2,540\uff08+16.0%\uff09 \u57fa\u6e96\u8d85\u904e\n\u95a2\u9023\u79d1\u76ee: 4110 \u58f2\u4e0a\u9ad8 \u524d\u6708\u6bd4 -320\uff08-3.1%\uff09 \uff0f \u524d\u5e74\u540c\u6708\u6bd4 +610\uff08+6.5%\uff09\n\u30b3\u30e1\u30f3\u30c8: Increase due to higher sales to Customer B in September.\n\u524d\u6708\u3068\u540c\u3058\u6587\u9762: \u3044\u3044\u3048\n```\n\n\u3053\u306e\u4f8b\u3067\u306f\u3001\u58f2\u639b\u91d1\u306e\u5897\u52a0\u3092\u58f2\u4e0a\u306e\u5897\u52a0\u3067\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u58f2\u4e0a\u9ad8\u306f\u524d\u6708\u6bd4\u3067\u6e1b\u3063\u3066\u3044\u307e\u3059\u3002**AI\u306f\u3053\u306e1\u884c\u306e\u4e26\u3073\u3092\u898b\u3066 `contradicts` \u3092\u9078\u3073\u3001`related_account` \u306b `4110` \u3092\u5165\u308c\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u30b3\u30e1\u30f3\u30c8\u3054\u3068\u306b\u300c\u5897\u6e1b\u306e\u8aac\u660e\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u300d\u30924\u3064\u306e\u533a\u5206\u3067\u5224\u5b9a\u3057\u3001\u30b3\u30e1\u30f3\u30c8\u306b\u66f8\u304b\u308c\u305f\u6570\u5b57\u3092\u629c\u304d\u51fa\u3057\u3001\u7167\u4f1a\u306e\u8981\u308b\u3082\u306e\u306b\u7167\u4f1a\u6587\u306e\u6848\u3092\u66f8\u304f\u3053\u3068\u3067\u3059\u3002**\n\n| \u5224\u5b9a | \u610f\u5473 | \u4f8b |\n|:--|:--|:--|\n| `explained` | \u5897\u6e1b\u306e\u5411\u304d\u3068\u4e3b\u306a\u7406\u7531\u304c\u66f8\u304b\u308c\u3001\u91d1\u984d\u306e\u5927\u90e8\u5206\u3092\u8aac\u660e\u3057\u3066\u3044\u308b | \u300cA\u793e\u5411\u3051\u88fd\u54c1X\u306e\u51fa\u8377\u304c\u6708\u672b\u306b\u305a\u308c\u8fbc\u307f\u3001\u524d\u6708\u6bd4 85 \u767e\u4e07\u5186\u5897\u300d |\n| `partial` | \u7406\u7531\u306f\u66f8\u304b\u308c\u3066\u3044\u308b\u304c\u3001\u5897\u6e1b\u306e\u4e00\u90e8\u3057\u304b\u8aac\u660e\u3057\u3066\u3044\u306a\u3044 | \u5897\u6e1b 120 \u767e\u4e07\u5186\u306b\u5bfe\u3057\u3001\u8aac\u660e\u306e\u91d1\u984d\u304c 40 \u767e\u4e07\u5186\u5206\u3060\u3051 |\n| `not_explained` | \u5897\u6e1b\u306e\u7406\u7531\u306b\u306a\u3063\u3066\u3044\u306a\u3044 | \u300c\u524d\u6708\u6bd4\u5897\u52a0\u300d\u300c\u901a\u5e38\u306e\u5909\u52d5\u300d\u300c\u7279\u306b\u306a\u3057\u300d |\n| `contradicts` | \u95a2\u9023\u3059\u308b\u79d1\u76ee\u306e\u52d5\u304d\u3068\u77db\u76fe\u3057\u3066\u3044\u308b | \u58f2\u639b\u91d1\u306e\u5897\u52a0\u3092\u300c\u58f2\u4e0a\u5897\u300d\u3068\u8aac\u660e\u3057\u3066\u3044\u308b\u304c\u3001\u58f2\u4e0a\u306f\u6e1b\u3063\u3066\u3044\u308b |\n\n**\u6570\u5b57\u306f\u5224\u5b9a\u3055\u305b\u305a\u306b\u3001\u629c\u304d\u51fa\u3055\u305b\u308b\u3060\u3051\u306b\u3057\u307e\u3059\u3002** \u30b3\u30e1\u30f3\u30c8\u306e\u4e2d\u306e\u300c120 \u767e\u4e07\u5186\u300d\u300c\u524d\u5e74\u540c\u6708\u6bd4 15\uff05\u300d\u3092\u3001**\u3069\u306e\u6bd4\u8f03\uff08\u524d\u6708\u6bd4\uff0f\u524d\u5e74\u540c\u6708\u6bd4\uff09\u306e\u3069\u306e\u5024\u3068\u3057\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u304b**\u3068\u4e00\u7dd2\u306b\u629c\u304d\u51fa\u3055\u305b\u3001\u8868\u306e\u5024\u3068\u7167\u3089\u3059\u306e\u306f\u30d5\u30ed\u30fc\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5897\u6e1b\u306e\u91d1\u984d\u30fb\u7387\u306e\u8a08\u7b97 | \u30d5\u30ed\u30fc\u304c\u8a08\u7b97\u6e08\u307f\u3002AI\u304c\u8a08\u7b97\u3059\u308b\u3068\u53d6\u308a\u9055\u3048\u304c\u6df7\u3056\u308b |\n| \u30b3\u30e1\u30f3\u30c8\u306e\u7121\u3044\u79d1\u76ee\u306e\u7406\u7531\u306e\u63a8\u6e2c | \u5b50\u4f1a\u793e\u304c\u66f8\u3044\u3066\u3044\u306a\u3044\u8aac\u660e\u3092\u4f5c\u308b\u3053\u3068\u306b\u306a\u308b |\n| \u901a\u8ca8\u306e\u63db\u7b97 | \u70ba\u66ff\u306e\u52d5\u304d\u304c\u6df7\u3056\u308b |\n| \u5b50\u4f1a\u793e\u306e\u6570\u5024\u306e\u6b63\u5426\u306e\u5224\u65ad | \u9023\u7d50\u62c5\u5f53\u3068\u5b50\u4f1a\u793e\u304c\u78ba\u304b\u3081\u308b\u3053\u3068 |\n| \u9023\u7d50\u4fee\u6b63\u306e\u8981\u5426\u306e\u5224\u65ad | \u9023\u7d50\u62c5\u5f53\u304c\u6c7a\u3081\u308b |\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u672c\u793e\u306e\u9023\u7d50\u6c7a\u7b97\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u5b50\u4f1a\u793e\u304c\u66f8\u3044\u305f\u79d1\u76ee\u3054\u3068\u306e\u5897\u6e1b\u30b3\u30e1\u30f3\u30c8\u3092\u70b9\u691c\u3057\u307e\u3059\u3002\n\u6e21\u3055\u308c\u305f\u5024\u3068\u30b3\u30e1\u30f3\u30c8\u3060\u3051\u3092\u898b\u3066\u5224\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5224\u5b9a\u3059\u308b\u3053\u3068\u3011\n\u79d1\u76ee\u3054\u3068\u306b\u3001\u30b3\u30e1\u30f3\u30c8\u304c\u5897\u6e1b\u306e\u8aac\u660e\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u3001\u6b21\u306e4\u3064\u304b\u30891\u3064\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- explained ...... \u5897\u6e1b\u306e\u5411\u304d\u3068\u4e3b\u306a\u7406\u7531\u304c\u66f8\u304b\u308c\u3001\u5897\u6e1b\u306e\u91d1\u984d\u306e\u5927\u90e8\u5206\u3092\u8aac\u660e\u3057\u3066\u3044\u308b\n- partial ........ \u7406\u7531\u306f\u66f8\u304b\u308c\u3066\u3044\u308b\u304c\u3001\u5897\u6e1b\u306e\u4e00\u90e8\u3057\u304b\u8aac\u660e\u3057\u3066\u3044\u306a\u3044\n- not_explained .. \u5897\u6e1b\u306e\u7406\u7531\u306b\u306a\u3063\u3066\u3044\u306a\u3044\uff08\u300c\u5897\u52a0\u300d\u300c\u901a\u5e38\u306e\u5909\u52d5\u300d\u300c\u7279\u306b\u306a\u3057\u300d\u306a\u3069\uff09\n- contradicts .... \u95a2\u9023\u3059\u308b\u79d1\u76ee\u306e\u5897\u6e1b\u3068\u77db\u76fe\u3057\u3066\u3044\u308b\n\u8ff7\u3063\u305f\u3068\u304d\u306b explained \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5897\u6e1b\u306e\u91d1\u984d\u3068\u7387\u306f\u3001\u6e21\u3055\u308c\u305f\u5024\uff08\u8a08\u7b97\u6e08\u307f\uff09\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u81ea\u5206\u3067\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30b3\u30e1\u30f3\u30c8\u306b\u66f8\u304b\u308c\u305f\u6570\u5b57\u306f\u3001numbers \u306b\u3001\u66f8\u304b\u308c\u305f\u307e\u307e\u306e\u6587\u5b57\u5217\u3068\u3001\n  \u3069\u306e\u6bd4\u8f03\uff08mom\uff1d\u524d\u6708\u6bd4\uff0fyoy\uff1d\u524d\u5e74\u540c\u6708\u6bd4\uff0funknown\uff09\u306e\u5024\u3068\u3057\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6570\u5b57\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u306f\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u901a\u8ca8\u3092\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5024\u306f\u3059\u3079\u3066\u6a5f\u80fd\u901a\u8ca8\u3067\u3059\u3002\n- contradicts \u3092\u9078\u3076\u3068\u304d\u306f\u3001\u3069\u306e\u95a2\u9023\u79d1\u76ee\u306e\u3001\u3069\u306e\u52d5\u304d\u3068\u77db\u76fe\u3059\u308b\u304b\u3092 reason \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u95a2\u9023\u79d1\u76ee\u3068\u3057\u3066\u6e21\u3055\u308c\u3066\u3044\u306a\u3044\u79d1\u76ee\u3092\u7406\u7531\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30b3\u30e1\u30f3\u30c8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u7406\u7531\u3092\u63a8\u6e2c\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5224\u5b9a\u304c explained \u4ee5\u5916\u306e\u3068\u304d\u306f\u3001\u7167\u4f1a\u6587\u306e\u6848\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u7167\u4f1a\u6587\u306f\u3001\u30b3\u30e1\u30f3\u30c8\u306e\u8a00\u8a9e\uff08{language}\uff09\u3067\u66f8\u304d\u3001\n  \u4f55\u304c\u8db3\u308a\u306a\u3044\u304b\u3092\u5177\u4f53\u7684\u306b1\u301c2\u6587\u3067\u5c0b\u306d\u3066\u304f\u3060\u3055\u3044\u3002\u5b50\u4f1a\u793e\u3092\u8cac\u3081\u308b\u8868\u73fe\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5b50\u4f1a\u793e\u306e\u6570\u5024\u304c\u6b63\u3057\u3044\u304b\u3001\u9023\u7d50\u4fee\u6b63\u304c\u8981\u308b\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u4f1a\u793e\u306e\u60c5\u5831\u3011{company}\n\u3010\u70b9\u691c\u3059\u308b\u79d1\u76ee\uff08\u8a08\u7b97\u6e08\u307f\u306e\u5897\u6e1b\u3068\u3001\u95a2\u9023\u3059\u308b\u79d1\u76ee\u306e\u5897\u6e1b\u4ed8\u304d\uff09\u3011{lines}\n```\n\n**\u300c\u8ff7\u3063\u305f\u3068\u304d\u306b explained \u3092\u9078\u3070\u306a\u3044\u300d\u3068\u66f8\u304f\u306e\u306f\u3001\u77ed\u3044\u30b3\u30e1\u30f3\u30c8\u3067\u3082\u7406\u7531\u3089\u3057\u3044\u8a9e\u304c\u3042\u308c\u3070\u901a\u3057\u3066\u3057\u307e\u3046\u304b\u3089\u3067\u3059\u3002** \u300c\u9700\u8981\u5897\u306b\u3088\u308b\u300d\u306f\u7406\u7531\u306e\u5f62\u3092\u3057\u3066\u3044\u307e\u3059\u304c\u3001**\u3069\u306e\u88fd\u54c1\u306e\u3069\u306e\u9700\u8981\u304b\u304c\u7121\u3051\u308c\u3070 `partial` \u304b `not_explained` \u3067\u3059\u3002** \u7b2c3\u7ae0\u306e\uff08b\uff09\u3067\u62c5\u5f53\u8005\u3054\u3068\u306b\u5206\u304b\u308c\u3066\u3044\u305f\u7dda\u3092\u3001\u3053\u3053\u30671\u672c\u306b\u3057\u307e\u3059\u3002\n\n**\u7167\u4f1a\u6587\u3092\u300c\u8cac\u3081\u308b\u8868\u73fe\u306b\u3057\u306a\u3044\u300d\u3068\u66f8\u304f\u306e\u306f\u3001\u5b50\u4f1a\u793e\u3068\u306e\u95a2\u4fc2\u306e\u305f\u3081\u3067\u3059\u3002** \u7167\u4f1a\u306f\u6bce\u6708\u4f55\u5341\u4ef6\u3082\u51fa\u307e\u3059\u3002**\u8a70\u554f\u306e\u8abf\u5b50\u304c\u7d9a\u304f\u3068\u3001\u5b50\u4f1a\u793e\u306f\u30b3\u30e1\u30f3\u30c8\u3092\u77ed\u304f\u3057\u3066\u7167\u4f1a\u3092\u907f\u3051\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Azure OpenAI \u306e\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3044\u3001JSON Schema \u306b\u6cbf\u3063\u305f\u5f62\u3067\u8fd4\u3055\u305b\u307e\u3059\u3002\n\n```json\n{\n  \"company_code\": \"\",\n  \"period\": \"2026-09\",\n  \"lines\": [\n    {\n      \"account_code\": \"\",\n      \"verdict\": \"explained | partial | not_explained | contradicts\",\n      \"reason\": \"\",\n      \"related_account\": null,\n      \"numbers\": [\n        { \"text\": \"120\u767e\u4e07\u5186\", \"basis\": \"mom | yoy | unknown\" }\n      ],\n      \"inquiry_draft\": null\n    }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`verdict` \u3068 `basis` \u3092 `enum` \u3067\u7e1b\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u69cb\u9020\u5316\u51fa\u529b\u306f `enum` \u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u306e\u3067\u3001**\u5224\u5b9a\u304c5\u3064\u76ee\u306e\u533a\u5206\u306b\u5897\u3048\u308b\u3053\u3068\u3082\u3001\u6bd4\u8f03\u306e\u7a2e\u985e\u304c\u81ea\u7531\u306a\u6587\u306b\u306a\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u305b\u3093\u3002** \u4e00\u89a7\u3067\u533a\u5206\u3054\u3068\u306b\u6570\u3048\u3089\u308c\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u7167\u4f1a\u6587\u3068\u95a2\u9023\u79d1\u76ee\u3092\u300c\u7121\u3044\u3068\u304d\u306f null\u300d\u3067\u8868\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u69cb\u9020\u5316\u51fa\u529b\u3067\u306f\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3059\u308b\u6c7a\u307e\u308a\u304c\u3042\u308a\u3001**\u4efb\u610f\u306e\u9805\u76ee\u306f `null` \u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u578b**\u3067\u8868\u3057\u307e\u3059\u3002`explained` \u306e\u79d1\u76ee\u306f `inquiry_draft` \u304c `null` \u3067\u8fd4\u308a\u3001**\u7167\u4f1a\u6587\u3092\u66f8\u304d\u5fd8\u308c\u305f\u306e\u304b\u3001\u8981\u3089\u306a\u3044\u306e\u304b\u304c\u533a\u5225\u3067\u304d\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`numbers` \u3092\u7167\u5408\u306b\u56de\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u30d5\u30ed\u30fc\u306f `basis` \u304c `mom` \u306a\u3089\u524d\u6708\u6bd4\u306e\u5024\u3001`yoy` \u306a\u3089\u524d\u5e74\u540c\u6708\u6bd4\u306e\u5024\u3068\u7167\u3089\u3057\u3001**\u5358\u4f4d\u3092\u305d\u308d\u3048\u305f\u3046\u3048\u3067\u4e00\u81f4\u3057\u306a\u3051\u308c\u3070 `number_mismatch` \u306e\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002** `unknown` \u306f\u7167\u5408\u305b\u305a\u3001\u7167\u4f1a\u306e\u5019\u88dc\u306b\u3057\u307e\u3059\u3002\n\n\u6700\u7d42\u7684\u306a\u7167\u4f1a\u306e\u8981\u5426\u306f\u3001\u30d5\u30ed\u30fc\u304c\u6b21\u306e\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n| \u6761\u4ef6 | \u7167\u4f1a |\n|:--|:--|\n| \u30b3\u30e1\u30f3\u30c8\u306e\u8981\u308b\u79d1\u76ee\u306b\u30b3\u30e1\u30f3\u30c8\u304c\u7121\u3044 | \u8981 |\n| \u524d\u6708\u3068\u540c\u3058\u6587\u9762\u3067\u3001\u5897\u6e1b\u306e\u91d1\u984d\u304c\u5909\u308f\u3063\u3066\u3044\u308b | \u8981 |\n| `verdict` \u304c `explained` \u4ee5\u5916 | \u8981 |\n| `number_mismatch` \u306e\u5370\u304c\u3042\u308b | \u8981 |\n| \u4e0a\u8a18\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 | \u4e0d\u8981 |\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30e9\u30a4\u30d6\u30e9\u30ea | SharePoint \u30b3\u30cd\u30af\u30bf | \u63d0\u51fa\u3092\u53d7\u3051\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u8aad\u3080 |\n| \u9023\u7d50\u4f1a\u8a08\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u66f8\u304d\u51fa\u3057 | SharePoint \u30b3\u30cd\u30af\u30bf | \u524d\u6708\u30fb\u524d\u5e74\u540c\u6708\u306e\u5024\u3092\u8aad\u3080\u3002**\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u66f8\u304d\u8fbc\u307e\u306a\u3044** |\n| Azure OpenAI | API\u547c\u3073\u51fa\u3057 | \u5224\u5b9a\u3001\u6570\u5b57\u306e\u629c\u304d\u51fa\u3057\u3001\u7167\u4f1a\u6587\u306e\u6848 |\n| \u70b9\u691c\u306e\u4e00\u89a7 | SharePoint \u30b3\u30cd\u30af\u30bf | \u79d1\u76ee\u3054\u3068\u306e\u5224\u5b9a\u3068\u7167\u4f1a\u306e\u8981\u5426\u3092\u66f8\u304f |\n| Outlook | \u300c\u30e1\u30fc\u30eb \u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u4e0b\u66f8\u304d\u3059\u308b\u300d | \u4f1a\u793e\u3054\u3068\u306b\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u30921\u901a\u306b\u307e\u3068\u3081\u3066\u7f6e\u304f |\n\n**\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u306f\u3001\u4f1a\u793e\u3054\u3068\u306b1\u901a\u306b\u307e\u3068\u3081\u307e\u3059\u3002** \u79d1\u76ee\u3054\u3068\u306b1\u901a\u305a\u3064\u7f6e\u304f\u3068\u3001\u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u62c5\u5f53\u306b1\u65e5\u3067\u5341\u6570\u901a\u304c\u5c4a\u304d\u307e\u3059\u3002**\u5b9b\u5148\u306f\u4f1a\u793e\u306e\u60c5\u5831\u306e\u30ea\u30b9\u30c8\u306b\u3042\u308b\u7167\u4f1a\u5148\u304b\u3089\u5165\u308c\u3001\u672c\u6587\u306b\u306f\u7167\u4f1a\u306e\u8981\u308b\u79d1\u76ee\u3092\u8868\u306b\u3057\u3066\u4e26\u3079\u307e\u3059\u3002**\n\n**\u4e0b\u66f8\u304d\u306e\u307e\u307e\u7f6e\u304d\u3001\u9001\u4fe1\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002** Outlook \u306e\u30b3\u30cd\u30af\u30bf\u306b\u306f\u9001\u4fe1\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3082\u3042\u308a\u307e\u3059\u304c\u3001**\u7167\u4f1a\u306e\u6587\u9762\u3092\u9023\u7d50\u62c5\u5f53\u304c\u78ba\u304b\u3081\u305a\u306b\u9001\u308b\u3068\u3001\u5224\u5b9a\u306e\u8aa4\u308a\u304c\u305d\u306e\u307e\u307e\u5b50\u4f1a\u793e\u306b\u5c4a\u304d\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u9023\u7d50\u62c5\u5f53\u304c\u898b\u308b\u306e\u306f\u3001\u7167\u4f1a\u304c\u300c\u8981\u300d\u306b\u306a\u3063\u305f\u79d1\u76ee\u3068\u3001\u305d\u306e\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3060\u3051\u3067\u3059\u3002** \u7167\u4f1a\u304c\u300c\u4e0d\u8981\u300d\u306e\u79d1\u76ee\u306f\u3001\u4e00\u89a7\u3067\u4ef6\u6570\u3092\u898b\u308b\u3060\u3051\u306b\u3057\u307e\u3059\u3002\n\n1. **`contradicts` \u3092\u5148\u306b\u898b\u308b** \u2026 \u95a2\u9023\u3059\u308b\u79d1\u76ee\u306e\u52d5\u304d\u3068\u4e26\u3079\u3066\u3001\u672c\u5f53\u306b\u77db\u76fe\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u5b50\u4f1a\u793e\u5074\u306e\u8aac\u660e\u304c\u6b63\u3057\u304f\u3001\u95a2\u9023\u8868\u306e\u7d44\u307f\u65b9\u304c\u7c97\u3044\u3053\u3068\u3082\u3042\u308a\u307e\u3059**\n2. **`number_mismatch` \u3092\u898b\u308b** \u2026 \u5358\u4f4d\uff08\u767e\u4e07\u5186\uff0f\u5343\u5186\uff09\u3084\u3001\u524d\u6708\u6bd4\u3068\u524d\u5e74\u540c\u6708\u6bd4\u306e\u53d6\u308a\u9055\u3048\u304c\u307b\u3068\u3093\u3069\u3067\u3059\n3. **`partial` \u3068 `not_explained` \u306e\u7167\u4f1a\u6587\u3092\u76f4\u3059** \u2026 \u5b50\u4f1a\u793e\u306e\u4e8b\u60c5\u3092\u77e5\u3063\u3066\u3044\u3066\u7167\u4f1a\u304c\u8981\u3089\u306a\u3044\u3068\u5224\u65ad\u3057\u305f\u3082\u306e\u306f\u3001\u7406\u7531\u3092\u66f8\u3044\u3066\u5916\u3057\u307e\u3059\n4. **\u4e0b\u66f8\u304d\u3092\u9001\u308b** \u2026 \u4f1a\u793e\u3054\u3068\u306e1\u901a\u3092\u958b\u304d\u3001\u5b9b\u5148\u3068\u672c\u6587\u3092\u78ba\u304b\u3081\u3066\u9001\u308a\u307e\u3059\n5. **\u5224\u5b9a\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u5224\u5b9a\u3092\u3001\u3069\u3061\u3089\u306b\u5909\u3048\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3067\u300c\u7167\u4f1a\u304c\u8981\u3089\u306a\u3044\u300d\u3068\u5916\u3059\u3068\u304d\u306b\u7406\u7531\u3092\u66f8\u304b\u305b\u308b\u306e\u306f\u3001\u57fa\u6e96\u3092\u305d\u308d\u3048\u308b\u305f\u3081\u3067\u3059\u3002** \u5916\u3057\u305f\u7406\u7531\u304c\u305f\u307e\u308b\u3068\u3001**\u300c\u3053\u306e\u4f1a\u793e\u306e\u3053\u306e\u79d1\u76ee\u306f\u5b63\u7bc0\u3067\u52d5\u304f\u300d\u306e\u3088\u3046\u306a\u4e8b\u60c5\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002** \u305d\u308c\u306f\u95a2\u9023\u8868\u304b\u57fa\u6e96\u306e\u5074\u306b\u623b\u3057\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u300140\u793e\u3092\u306a\u3089\u3057\u30661\u793e30\u5206\u3067\u3059\u3002** \u7167\u4f1a\u306e\u8981\u308b\u79d1\u76ee\u304c1\u793e\u3042\u305f\u308a\u6570\u4ef6\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3088\u308a\u591a\u3044\u4f1a\u793e\u304c\u7d9a\u304f\u306a\u3089\u3001\u57fa\u6e96\u304c\u53b3\u3057\u3059\u304e\u308b\u304b\u3001\u305d\u306e\u4f1a\u793e\u306e\u30b3\u30e1\u30f3\u30c8\u306e\u66f8\u304d\u65b9\u3092\u76f4\u3057\u3066\u3082\u3089\u3046\u6642\u671f\u3067\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u66f8\u5f0f\u304c\u9055\u3046 | \u6b62\u3081\u3066\u5b50\u4f1a\u793e\u3078\u51fa\u3057\u76f4\u3057\u3092\u4f9d\u983c\u3059\u308b\u3002**\u8aad\u307f\u51fa\u3057\u3092\u63a8\u6e2c\u3067\u7d9a\u3051\u306a\u3044** |\n| \u79d1\u76ee\u30b3\u30fc\u30c9\u304c\u30de\u30b9\u30bf\u306b\u7121\u3044 | \u305d\u306e\u79d1\u76ee\u3060\u3051\u300c\u30de\u30b9\u30bf\u5916\u300d\u3068\u3057\u3066\u9023\u7d50\u62c5\u5f53\u3078\u3002\u65b0\u8a2d\u79d1\u76ee\u306e\u3053\u3068\u304c\u591a\u3044 |\n| \u524d\u5e74\u540c\u6708\u306e\u5024\u304c\u7121\u3044\uff08\u65b0\u8a2d\u306e\u4f1a\u793e\u30fb\u65b0\u8a2d\u306e\u79d1\u76ee\uff09 | \u524d\u6708\u6bd4\u3060\u3051\u3067\u5224\u5b9a\u3057\u3001\u524d\u5e74\u540c\u6708\u6bd4\u306f\u300c\u6bd4\u8f03\u306a\u3057\u300d\u3068\u3059\u308b |\n| \u524d\u6708\u306e\u5024\u304c\u30bc\u30ed | \u7387\u3092\u8a08\u7b97\u305b\u305a\u3001\u91d1\u984d\u3060\u3051\u3067\u57fa\u6e96\u3068\u6bd4\u3079\u308b |\n| \u540c\u3058\u4f1a\u793e\u304c\u51fa\u3057\u76f4\u3057\u305f | \u524d\u306e\u7248\u306e\u5224\u5b9a\u306b\u300c\u5dee\u3057\u66ff\u3048\u300d\u306e\u5370\u3092\u4ed8\u3051\u3001\u65b0\u3057\u3044\u7248\u3092\u70b9\u691c\u3057\u76f4\u3059 |\n| \u30b3\u30e1\u30f3\u30c8\u304c\u898f\u5b9a\u306e\u8a00\u8a9e\u3067\u306a\u3044 | \u5224\u5b9a\u306f\u884c\u3044\u3001\u7167\u4f1a\u6587\u306f\u4f1a\u793e\u306e\u60c5\u5831\u306b\u3042\u308b\u8a00\u8a9e\u3067\u66f8\u304f |\n| \u9023\u7d50\u7bc4\u56f2\u306e\u5909\u66f4\uff08\u8cb7\u53ce\u30fb\u58f2\u5374\uff09\u304c\u3042\u3063\u305f\u6708 | \u8a72\u5f53\u3059\u308b\u4f1a\u793e\u306e\u524d\u5e74\u540c\u6708\u6bd4\u306f\u5224\u5b9a\u304b\u3089\u5916\u3057\u3001\u9023\u7d50\u62c5\u5f53\u3078 |\n| Azure OpenAI \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u70b9\u691c\u306e\u4e00\u89a7\u306b\u300c\u672a\u5224\u5b9a\u300d\u3067\u6b8b\u3057\u3001\u518d\u5b9f\u884c\u306e\u5bfe\u8c61\u306b\u3059\u308b |\n\n**\u4e0a\u304b\u30894\u884c\u76ee\u307e\u3067\u306f\u3001AI\u3092\u547c\u3076\u524d\u306b\u6b62\u3081\u307e\u3059\u3002** \u3069\u308c\u3082\u3001\u8a08\u7b97\u3084\u6bd4\u8f03\u306e\u524d\u63d0\u304c\u5d29\u308c\u3066\u3044\u308b\u72b6\u614b\u3067\u3059\u3002**\u524d\u63d0\u304c\u5d29\u308c\u305f\u307e\u307e\u5224\u5b9a\u3055\u305b\u308b\u3068\u3001AI\u306f\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u533a\u5206\u3092\u8fd4\u3057\u3001\u8aa4\u308a\u304c\u4e00\u89a7\u306b\u7d1b\u308c\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u63d0\u51fa\u3055\u308c\u305f\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u7248\u3068\u3001\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u6642\n- \u30d5\u30ed\u30fc\u304c\u8a08\u7b97\u3057\u305f\u5897\u6e1b\u306e\u91d1\u984d\u3068\u7387\u3001\u57fa\u6e96\u3068\u6bd4\u3079\u305f\u7d50\u679c\n- Azure OpenAI \u306b\u6e21\u3057\u305f\u6307\u793a\u3068\u3001\u8fd4\u3063\u3066\u304d\u305fJSON\u306e\u5168\u6587\n- \u6570\u5b57\u306e\u7167\u5408\u306e\u7d50\u679c\n- **\u9023\u7d50\u62c5\u5f53\u304c\u5224\u5b9a\u3092\u8986\u3057\u305f\u8a18\u9332**\u3068\u3001\u7167\u4f1a\u3092\u5916\u3057\u305f\u7406\u7531\n- \u9001\u3063\u305f\u7167\u4f1a\u306e\u6587\u9762\u3068\u3001\u5b50\u4f1a\u793e\u306e\u56de\u7b54\n- \u4f1a\u793e\u3054\u3068\u306e\u7167\u4f1a\u306e\u4ef6\u6570\u306e\u63a8\u79fb\n\n**5\u3064\u76ee\u304c\u3001\u57fa\u6e96\u3068\u95a2\u9023\u8868\u3092\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u540c\u3058\u4f1a\u793e\u306e\u540c\u3058\u79d1\u76ee\u3067\u7167\u4f1a\u3092\u5916\u3057\u7d9a\u3051\u3066\u3044\u308b\u306a\u3089\u3001**\u305d\u306e\u79d1\u76ee\u306e\u57fa\u6e96\u304b\u95a2\u9023\u8868\u306e\u7d44\u304c\u5b9f\u614b\u306b\u5408\u3063\u3066\u3044\u307e\u305b\u3093\u3002** \u56db\u534a\u671f\u306b\u4e00\u5ea6\u3001\u5916\u3057\u305f\u7406\u7531\u3092\u898b\u76f4\u3057\u307e\u3059\u3002\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u3068\u306e\u8a71\u3057\u5408\u3044\u306b\u4f7f\u3044\u307e\u3059\u3002** \u7167\u4f1a\u306e\u4ef6\u6570\u304c\u6e1b\u3063\u3066\u3044\u304f\u4f1a\u793e\u306f\u3001\u30b3\u30e1\u30f3\u30c8\u306e\u66f8\u304d\u65b9\u304c\u305d\u308d\u3063\u3066\u304d\u305f\u4f1a\u793e\u3067\u3059\u3002","minimal_setup":"1. \u5148\u6708\u306e\u9023\u7d50\u30d1\u30c3\u30b1\u30fc\u30b8\u304b\u30895\u793e\u3092\u9078\u3076\uff08**\u7167\u4f1a\u304c\u591a\u304b\u3063\u305f\u4f1a\u793e\u3068\u3001\u5c11\u306a\u304b\u3063\u305f\u4f1a\u793e\u3092\u6df7\u305c\u308b**\uff09\n2. 5\u793e\u306b\u3064\u3044\u3066\u3001\u57fa\u6e96\u3092\u8d85\u3048\u305f\u79d1\u76ee\u3068\u3001\u305d\u306e\u5f53\u6708\u30fb\u524d\u6708\u30fb\u524d\u5e74\u540c\u6708\u306e\u5024\u3001\u30b3\u30e1\u30f3\u30c8\u3092\u8868\u306b\u3059\u308b\uff08**\u5897\u6e1b\u306e\u91d1\u984d\u3068\u7387\u306f\u8868\u8a08\u7b97\u3067\u8a08\u7b97\u3057\u3066\u304a\u304f**\uff09\n3. \u95a2\u9023\u8868\u306b\u3042\u305f\u308b\u79d1\u76ee\u306e\u7d44\u3092\u30015\u793e\u5206\u3060\u3051\u624b\u3067\u6c7a\u3081\u308b\n4. \u793e\u5185\u3067\u5229\u7528\u304c\u8a8d\u3081\u3089\u308c\u3066\u3044\u308b\u751f\u6210AI\u306e\u753b\u9762\u306b\u3001\u8868\u3068\u30b3\u30e1\u30f3\u30c8\u3092\u8cbc\u308a\u4ed8\u3051\u3001\u300c\u79d1\u76ee\u3054\u3068\u306b\u3001\u30b3\u30e1\u30f3\u30c8\u304c\u5897\u6e1b\u306e\u8aac\u660e\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092 explained\uff0fpartial\uff0fnot_explained\uff0fcontradicts \u304b\u3089\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\u91d1\u984d\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u30b3\u30e1\u30f3\u30c8\u306e\u6570\u5b57\u3092\u629c\u304d\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u5224\u5b9a\u3092\u3001\u5148\u6708\u5b9f\u969b\u306b\u51fa\u3057\u305f\u7167\u4f1a\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**5\u793e\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u30d5\u30ed\u30fc\u3092\u7d44\u3080\u524d\u306b\u3001**\u300c\u5224\u5b9a\u306e\u533a\u5206\u304c\u3001\u62c5\u5f53\u8005\u306e\u7167\u4f1a\u306e\u611f\u899a\u3068\u5408\u3046\u306e\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5b9f\u969b\u306b\u7167\u4f1a\u3057\u305f\u79d1\u76ee\u304c\u3001`explained` \u4ee5\u5916\u306b\u5165\u3063\u3066\u3044\u308b | **\u30d5\u30ed\u30fc\u306e\u69cb\u7bc9\u306b\u9032\u3080** |\n| \u77ed\u3044\u30b3\u30e1\u30f3\u30c8\u3092 `explained` \u306b\u3057\u3066\u3044\u308b | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| `contradicts` \u304c\u591a\u3059\u304e\u308b | **\u95a2\u9023\u8868\u306e\u7d44\u307f\u65b9\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u51fa\u305f\u3089\u3001** \u95a2\u9023\u8868\u306e\u7d44\u3092\u6e1b\u3089\u3057\u3001\u672c\u5f53\u306b\u4e26\u3079\u3066\u8aad\u3080\u3079\u304d\u7d44\u3060\u3051\u306b\u3057\u3066\u304b\u3089\u8a66\u3057\u76f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002","minimal_setup_short":"\u5897\u6e1b\u3092\u8a08\u7b97\u3057\u305f\u8868\u3068\u30b3\u30e1\u30f3\u30c8\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u5224\u5b9a\u3055\u305b\u308b \uff0f \u6570\u793e\u5206\u306e\u5224\u5b9a","semi_auto_setup":"\u4e0a\u8a18\uff0b\u30d5\u30ed\u30fc\u3067\u5897\u6e1b\u3092\u8a08\u7b97\u3057\u3001Azure OpenAI \u306eAPI\u3067\u5224\u5b9a\u3057\u3001\u70b9\u691c\u306e\u4e00\u89a7\u306b\u66f8\u304f \uff0f \u5897\u6e1b\u306e\u8a08\u7b97\u3068\u5224\u5b9a\u306e\u4e00\u89a7\u5316","full_setup":"\u4e0a\u8a18\uff0b\u6570\u5b57\u306e\u7167\u5408\u3001\u524d\u6708\u3068\u540c\u3058\u6587\u9762\u306e\u691c\u77e5\u3001\u7167\u4f1a\u306e\u8981\u5426\u306e\u898f\u5247\u3001Outlook \u306e\u4e0b\u66f8\u304d \uff0f \u70b9\u691c\u304b\u3089\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u307e\u3067\u306e\u5168\u4f53","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f40\u793e\u3092\u3055\u3070\u3051\u307e\u305b\u3093\u3002** \u5897\u6e1b\u306e\u8868\u3092\u4f5c\u308b\u306e\u304c\u624b\u4f5c\u696d\u3060\u304b\u3089\u3067\u3059\u3002**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u793e90\u5206\u304c50\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u5897\u6e1b\u306e\u62fe\u3044\u51fa\u3057\u3068\u5224\u5b9a\u306f\u81ea\u52d5\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u30b3\u30e1\u30f3\u30c8\u306e\u6570\u5b57\u306e\u7167\u5408\u3068\u7167\u4f1a\u6587\u306e\u4f5c\u6210\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u306730\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u4e00\u89a7\u30922\u301c3\u304b\u6708\u898b\u308b\u3068\u3001**`contradicts` \u306e\u8aa4\u691c\u77e5\u304c\u591a\u3044\u7d44\u3068\u3001\u7167\u4f1a\u3092\u5916\u3057\u7d9a\u3051\u308b\u79d1\u76ee**\u304c\u5206\u304b\u308a\u307e\u3059\u3002\u95a2\u9023\u8868\u3068\u57fa\u6e96\u3092\u76f4\u3057\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u3080\u307b\u3046\u304c\u3001\u7167\u4f1a\u306e\u7a7a\u632f\u308a\u304c\u6e1b\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| AI\u304c\u5897\u6e1b\u3092\u8a08\u7b97\u3057\u76f4\u3057\u3066\u53d6\u308a\u9055\u3048\u308b | \u8a08\u7b97\u6e08\u307f\u306e\u5024\u3092\u6e21\u3057\u3001**\u8a08\u7b97\u3092\u7981\u3058\u308b** |\n| \u30b3\u30e1\u30f3\u30c8\u306e\u7121\u3044\u79d1\u76ee\u306e\u7406\u7531\u3092AI\u304c\u4f5c\u308b | \u30b3\u30e1\u30f3\u30c8\u306e\u7121\u3044\u79d1\u76ee\u306f**AI\u306b\u6e21\u3055\u306a\u3044** |\n| \u77ed\u3044\u30b3\u30e1\u30f3\u30c8\u304c `explained` \u306b\u306a\u308b | \u300c\u8ff7\u3063\u305f\u3089 explained \u3092\u9078\u3070\u306a\u3044\u300d\u3068\u6307\u793a\u3059\u308b |\n| `contradicts` \u304c\u591a\u3059\u304e\u308b | \u95a2\u9023\u8868\u306e\u7d44\u3092\u7d5e\u308b\u3002**\u5168\u79d1\u76ee\u3092\u4e26\u3079\u306a\u3044** |\n| \u524d\u6708\u6bd4\u3068\u524d\u5e74\u540c\u6708\u6bd4\u306e\u6570\u5b57\u3092\u53d6\u308a\u9055\u3048\u308b | `basis` \u3092\u629c\u304d\u51fa\u3055\u305b\u3001\u7167\u5408\u306f\u30d5\u30ed\u30fc\u3067\u884c\u3046 |\n| \u5358\u4f4d\u306e\u9055\u3044\uff08\u767e\u4e07\u5186\uff0f\u5343\u5186\uff09\u3067\u4e0d\u4e00\u81f4\u306b\u306a\u308b | \u7167\u5408\u306e\u524d\u306b\u5358\u4f4d\u3092\u305d\u308d\u3048\u308b |\n| \u70ba\u66ff\u306e\u52d5\u304d\u304c\u5897\u6e1b\u306b\u6df7\u3056\u308b | \u6a5f\u80fd\u901a\u8ca8\u306e\u307e\u307e\u6bd4\u3079\u308b |\n| \u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u5217\u304c\u305a\u308c\u3066\u5927\u304d\u306a\u5897\u6e1b\u304c\u51fa\u308b | \u66f8\u5f0f\u3092\u5168\u793e\u3067\u305d\u308d\u3048\u3001\u5217\u898b\u51fa\u3057\u3092\u78ba\u304b\u3081\u308b |\n| \u7167\u4f1a\u304c\u79d1\u76ee\u3054\u3068\u306b\u4f55\u901a\u3082\u5c4a\u304f | \u4f1a\u793e\u3054\u3068\u306b1\u901a\u306e\u4e0b\u66f8\u304d\u306b\u307e\u3068\u3081\u308b |\n| \u7167\u4f1a\u304c\u81ea\u52d5\u3067\u9001\u3089\u308c\u308b | **\u4e0b\u66f8\u304d\u307e\u3067\u3002** \u9001\u4fe1\u306f\u9023\u7d50\u62c5\u5f53\u304c\u884c\u3046 |\n| \u7167\u4f1a\u306e\u53b3\u3057\u3055\u304c\u62c5\u5f53\u8005\u3067\u9055\u3046 | \u5224\u5b9a\u306e\u533a\u5206\u30921\u672c\u306b\u3057\u3001\u5916\u3057\u305f\u7406\u7531\u3092\u8a18\u9332\u3059\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\u3001AI\u304c\u300c\u8db3\u308a\u306a\u3044\u3068\u3053\u308d\u3092\u57cb\u3081\u3066\u7b4b\u306e\u901a\u3063\u305f\u7b54\u3048\u306b\u3059\u308b\u300d\u65b9\u5411\u306b\u50cd\u304f\u8aa4\u308a\u3067\u3059\u3002**\u5224\u5b9a\u3067\u898b\u3064\u3051\u305f\u3044\u306e\u306f\u7b4b\u306e\u901a\u3089\u306a\u3044\u7b87\u6240\u306a\u306e\u3067\u3001\u57cb\u3081\u3055\u305b\u305f\u6642\u70b9\u3067\u898b\u3064\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5b50\u4f1a\u793e\u3054\u3068\u306e\u6708\u6b21\u306e\u696d\u7e3e\u3001\u53d6\u5f15\u5148\u306e\u540d\u524d\u3092\u542b\u3080\u5897\u6e1b\u30b3\u30e1\u30f3\u30c8\u3001\u5185\u90e8\u53d6\u5f15\u306e\u91d1\u984d\u3067\u3059\u3002**\u4e0a\u5834\u4f01\u696d\u306a\u3089\u3001\u958b\u793a\u524d\u306e\u696d\u7e3e\u305d\u306e\u3082\u306e\u3067\u3059\u3002**\n\n1. **\u51e6\u7406\u306e\u5834\u6240\u3068\u30c7\u30fc\u30bf\u306e\u6271\u3044\u3092\u5148\u306b\u78ba\u304b\u3081\u308b** \u2026 Azure OpenAI \u306e\u5165\u529b\u3068\u51fa\u529b\u306f\u3001\u4ed6\u306e\u9867\u5ba2\u306b\u3082\u30e2\u30c7\u30eb\u306e\u63d0\u4f9b\u5143\u306b\u3082\u63d0\u4f9b\u3055\u308c\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30c7\u30d7\u30ed\u30a4\u306e\u7a2e\u985e\u306b\u3088\u3063\u3066\u51e6\u7406\u306e\u5834\u6240\u304c\u5e83\u304c\u308b**\u306e\u3067\u3001\u793e\u5185\u306e\u898f\u7a0b\u3068\u7167\u3089\u3057\u3066\u6c7a\u3081\u307e\u3059\n2. **\u70b9\u691c\u306e\u4e00\u89a7\u3068\u4e0b\u66f8\u304d\u306e\u95b2\u89a7\u3092\u7d5e\u308b** \u2026 \u958b\u793a\u524d\u306e\u696d\u7e3e\u3092\u6271\u3046\u4eba\u306e\u7bc4\u56f2\u3092\u3001\u9023\u7d50\u62c5\u5f53\u3068\u4e0a\u9577\u306b\u9650\u308a\u307e\u3059\u3002**\u5185\u90e8\u8005\u53d6\u5f15\u306e\u7ba1\u7406\u306e\u5bfe\u8c61\u8005\u3068\u5408\u308f\u305b\u3066\u304a\u304d\u307e\u3059**\n3. **\u7167\u4f1a\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u5224\u5b9a\u306e\u8aa4\u308a\u304c\u305d\u306e\u307e\u307e\u5b50\u4f1a\u793e\u306b\u5c4a\u304d\u3001**\u672c\u793e\u3068\u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u306e\u95a2\u4fc2\u306b\u97ff\u304d\u307e\u3059**\n4. **\u3053\u306e\u69cb\u6210\u306f\u9023\u7d50\u4fee\u6b63\u3068\u958b\u793a\u306e\u5224\u65ad\u3092\u4ee3\u66ff\u3057\u307e\u305b\u3093** \u2026 \u5b50\u4f1a\u793e\u306e\u6570\u5024\u304c\u6b63\u3057\u3044\u304b\u3001\u9023\u7d50\u4fee\u6b63\u304c\u8981\u308b\u304b\u3001\u958b\u793a\u306b\u3069\u3046\u53cd\u6620\u3059\u308b\u304b\u306f\u3001**\u9023\u7d50\u62c5\u5f53\u3068\u7d4c\u7406\u306e\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u7167\u4f1a\u3059\u3079\u304d\u7b87\u6240\u306e\u5019\u88dc\u3060\u3051\u3067\u3059\n5. **\u53d6\u5f15\u5148\u306e\u540d\u524d\u3092\u5fc5\u8981\u4ee5\u4e0a\u306b\u6e21\u3055\u306a\u3044** \u2026 \u30b3\u30e1\u30f3\u30c8\u306b\u66f8\u304b\u308c\u305f\u53d6\u5f15\u5148\u306e\u540d\u524d\u306f\u5224\u5b9a\u306b\u4f7f\u3044\u307e\u3059\u304c\u3001**\u70b9\u691c\u306e\u4e00\u89a7\u306b\u6b8b\u3059\u306e\u306f\u5224\u5b9a\u3068\u7406\u7531\u307e\u3067**\u306b\u3057\u3001\u30b3\u30e1\u30f3\u30c8\u306e\u5168\u6587\u306f\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u5074\u3067\u898b\u307e\u3059\n6. **\u57fa\u6e96\u3068\u95a2\u9023\u8868\u306e\u5909\u66f4\u3092\u8a18\u9332\u3059\u308b** \u2026 \u57fa\u6e96\u3092\u5909\u3048\u308b\u3068\u3001\u904e\u53bb\u306e\u5224\u5b9a\u306e\u610f\u5473\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u5909\u3048\u305f\u65e5\u3068\u7406\u7531\u3092\u6b8b\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u7167\u4f1a\u3059\u3079\u304d\u8aac\u660e\u3092\u901a\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u3068\u3001\u5b50\u4f1a\u793e\u306b\u8981\u3089\u306a\u3044\u7167\u4f1a\u3092\u51fa\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u300c\u8ff7\u3063\u305f\u3089 explained \u3092\u9078\u3070\u306a\u3044\u300d\u3068\u6570\u5b57\u306e\u7167\u5408\u3067\u6b62\u3081\u3001\u5f8c\u8005\u306f\u4eba\u306e\u78ba\u8a8d\u3068\u3001\u5916\u3057\u305f\u7406\u7531\u306e\u8a18\u9332\u3067\u6e1b\u3089\u3057\u307e\u3059\u3002","recommended_for":"\u56fd\u5185\u5916\u306b\u6570\u5341\u793e\u306e\u5b50\u4f1a\u793e\u3092\u6301\u3061\u3001\u6708\u6b21\u3067\u9023\u7d50\u6c7a\u7b97\u3092\u7d44\u3093\u3067\u3044\u308b\u88fd\u9020\u696d\u30fb\u5546\u793e\u30fb\u5c0f\u58f2\u696d\u306a\u3069\u3002\u5b50\u4f1a\u793e\u304c\u9023\u7d50\u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u79d1\u76ee\u3054\u3068\u306e\u5897\u6e1b\u30b3\u30e1\u30f3\u30c8\u3092\u66f8\u3044\u3066\u63d0\u51fa\u3057\u3066\u3044\u308b\u304c\u3001\u672c\u793e\u306e\u9023\u7d50\u62c5\u5f53\u304c1\u793e\u305a\u3064\u6570\u5024\u3068\u898b\u6bd4\u3079\u3066\u8aad\u3093\u3067\u304a\u308a\u3001\u7167\u4f1a\u306e\u57fa\u6e96\u304c\u62c5\u5f53\u8005\u3054\u3068\u306b\u9055\u3046\u5834\u5408\u3002\u5897\u6e1b\u306e\u91d1\u984d\u3068\u7387\u3067\u30b3\u30e1\u30f3\u30c8\u3092\u6c42\u3081\u308b\u57fa\u6e96\u304c\u6c7a\u307e\u3063\u3066\u3044\u3066\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u6570\u5024\u3092\u8868\u306e\u5f62\u3067\u66f8\u304d\u51fa\u305b\u308b\u5834\u5408\u3002","not_recommended_for":"\u5b50\u4f1a\u793e\u304c\u6570\u793e\u3067\u3001\u9023\u7d50\u62c5\u5f53\u304c\u5404\u793e\u306e\u4e8b\u60c5\u3092\u628a\u63e1\u3057\u304d\u308c\u3066\u3044\u308b\u5834\u5408\u3002\u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u30b3\u30e1\u30f3\u30c8\u6b04\u304c\u7121\u304f\u3001\u5897\u6e1b\u306e\u8aac\u660e\u3092\u96fb\u8a71\u3084\u4f1a\u8b70\u3067\u3060\u3051\u53d7\u3051\u3066\u3044\u308b\u5834\u5408\u3002\u30b3\u30e1\u30f3\u30c8\u3092\u6c42\u3081\u308b\u57fa\u6e96\uff08\u3069\u306e\u5897\u6e1b\u306b\u8aac\u660e\u304c\u8981\u308b\u304b\uff09\u304c\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u5834\u5408\uff08\u5148\u306b\u57fa\u6e96\u3092\u6c7a\u3081\u308b\u4f5c\u696d\u304c\u8981\u308a\u307e\u3059\uff09\u3002\u306a\u304a\u3001\u9023\u7d50\u4fee\u6b63\u306e\u8981\u5426\u3001\u5b50\u4f1a\u793e\u306e\u6570\u5024\u306e\u6b63\u5426\u3001\u958b\u793a\u306e\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u79d1\u76ee\u306e\u95a2\u9023\u8868\u3092\u4f5c\u308b**\n\n\u58f2\u4e0a\u3068\u58f2\u639b\u91d1\u3001\u58f2\u4e0a\u539f\u4fa1\u3068\u68da\u5378\u8cc7\u7523\u3001\u4ed5\u5165\u3068\u8cb7\u639b\u91d1\u306e\u3088\u3046\u306b\u3001**\u52d5\u304d\u3092\u8aac\u660e\u3057\u5408\u3046\u79d1\u76ee\u306e\u7d44**\u3092\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\u6700\u521d\u306f20\u7d44\u7a0b\u5ea6\u3067\u8db3\u308a\u307e\u3059\u3002**\u9023\u7d50\u62c5\u5f53\u306e4\u540d\u3067\u3001\u5b9f\u969b\u306b\u4e26\u3079\u3066\u8aad\u3093\u3067\u3044\u308b\u7d44\u3092\u51fa\u3057\u5408\u3046\u3068\u65e9\u304f\u9032\u307f\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a5\u793e\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u304b\u30895\u793e\u3092\u9078\u3073\u3001\u5897\u6e1b\u3092\u8a08\u7b97\u3057\u305f\u8868\u3068\u30b3\u30e1\u30f3\u30c8\u3092\u751f\u6210AI\u306e\u753b\u9762\u306b\u8cbc\u3063\u3066\u5224\u5b9a\u3055\u305b\u307e\u3059\u3002**\u5b9f\u969b\u306b\u7167\u4f1a\u3057\u305f\u79d1\u76ee\u304c `explained` \u4ee5\u5916\u306b\u5165\u3063\u3066\u3044\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u7167\u4f1a\u306e\u8981\u5426\u306e\u898f\u5247\u3092\u6c7a\u3081\u308b**\n\n\u3069\u306e\u5224\u5b9a\u306a\u3089\u7167\u4f1a\u3059\u308b\u304b\u3001\u3069\u3093\u306a\u4e8b\u60c5\u306a\u3089\u5916\u3057\u3066\u3088\u3044\u304b\u3092\u3001**\u9023\u7d50\u62c5\u5f53\u306e\u9593\u3067\u5408\u610f\u3057\u307e\u3059\u3002** \u3042\u308f\u305b\u3066\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u66f8\u5f0f\u3068\u3001\u9023\u7d50\u4f1a\u8a08\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u66f8\u304d\u51fa\u3057\u306e\u5f62\u3092\u6c7a\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u63d0\u51fa\u304b\u3089\u5224\u5b9a\u306e\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\n\u53d7\u4ed8\u30e9\u30a4\u30d6\u30e9\u30ea\u3078\u306e\u63d0\u51fa\u3092\u8d77\u70b9\u306b\u3001\u5897\u6e1b\u306e\u8a08\u7b97\u3001\u57fa\u6e96\u3068\u306e\u6bd4\u8f03\u3001Azure OpenAI \u306e\u5224\u5b9a\u3092\u70b9\u691c\u306e\u4e00\u89a7\u306b\u66f8\u304f\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u3089\u305a\u3001\u4e00\u89a7\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u6570\u5b57\u306e\u7167\u5408\u3068\u3001\u524d\u6708\u3068\u540c\u3058\u6587\u9762\u306e\u691c\u77e5\u3092\u8db3\u3057\u3001\u7167\u4f1a\u306e\u8981\u5426\u3092\u898f\u5247\u3067\u51fa\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** Outlook \u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u793e90\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u5916\u3057\u305f\u7406\u7531\u3092\u898b\u3066\u95a2\u9023\u8868\u3068\u57fa\u6e96\u3092\u76f4\u3057\u3001\u7167\u4f1a\u306e\u7a7a\u632f\u308a\u304c\u6e1b\u3063\u3066\u304d\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0156","UC-0409","UC-0079","UC-0264"],"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":5223,"slug":"kaigai-kokoku-shohizei","title":"\u6d77\u5916\u306e\u5e83\u544a\u8cbb\u306f\u6d88\u8cbb\u7a0e\u304c\u9055\u3046\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Azure \u304c\u8ca9\u58f2\u3059\u308b\u30e2\u30c7\u30eb\uff08Azure OpenAI \u3092\u542b\u3080\uff09\u306e\u5165\u529b\u3068\u51fa\u529b\u304c\u3001\u4ed6\u306e\u9867\u5ba2\u3084\u30e2\u30c7\u30eb\u306e\u63d0\u4f9b\u5143\u306b\u63d0\u4f9b\u3055\u308c\u305a\u3001\u8a31\u53ef\u3084\u6307\u793a\u306a\u3057\u306b\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u306a\u3044\u3053\u3068\u3002Microsoft \u306e Azure \u74b0\u5883\u3067\u30db\u30b9\u30c8\u3055\u308c\u3001\u30e2\u30c7\u30eb\u306e\u63d0\u4f9b\u5143\u306e\u30b5\u30fc\u30d3\u30b9\u3068\u3084\u308a\u53d6\u308a\u3057\u306a\u3044\u3053\u3068\u3002\u6a19\u6e96\u306e\u30c7\u30d7\u30ed\u30a4\u3067\u306f\u6307\u5b9a\u3057\u305f\u5730\u57df\u3067\u51e6\u7406\u3055\u308c\u3001Global \u3068 DataZone \u3067\u306f\u51e6\u7406\u306e\u5834\u6240\u304c\u5e83\u304c\u308b\u3053\u3068 | [Microsoft Learn: Data, privacy, and security for Foundry Models sold by Azure](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-foundry\/responsible-ai\/openai\/data-privacy) | 2026-10-06 |\n| \u69cb\u9020\u5316\u51fa\u529b\u304c JSON Schema \u3078\u306e\u6e96\u62e0\u3092\u3055\u305b\u308b\u6a5f\u80fd\u3067\u3042\u308b\u3053\u3068\u3002`enum` \u306b\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u3002\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3057\u3001\u4efb\u610f\u306e\u9805\u76ee\u306f `null` \u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u578b\u3067\u8868\u3059\u3053\u3068\u3002`additionalProperties` \u3092 `false` \u306b\u3059\u308b\u3053\u3068 | [Microsoft Learn: How to use structured outputs with Azure OpenAI](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-foundry\/openai\/how-to\/structured-outputs) | 2026-10-06 |\n| \u300c\u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210\u6642 (\u30d7\u30ed\u30d1\u30c6\u30a3\u306e\u307f)\u300d\u306e\u30c8\u30ea\u30ac\u30fc\u304c\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u5217\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u3060\u3051\u3092\u8fd4\u3057\u3001\u300c\u30d5\u30a1\u30a4\u30eb \u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u53d6\u5f97\u300d\u3067\u4e2d\u8eab\u3092\u53d6\u308c\u308b\u3053\u3068\u3002\u300c\u30d1\u30b9\u3092\u4f7f\u7528\u3057\u3066\u30d5\u30a1\u30a4\u30eb\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u53d6\u5f97\u3059\u308b\u300d\u300c\u30a2\u30a4\u30c6\u30e0\u3092\u53d6\u5f97\u300d\u300c\u9805\u76ee\u3092\u4f5c\u6210\u3059\u308b\u300d\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u304c\u3042\u308b\u3053\u3068\u3002\u300c\u30a2\u30a4\u30c6\u30e0\u3092\u53d6\u5f97\u300d\u3067 OData \u306e\u30d5\u30a3\u30eb\u30bf\u30fc \u30af\u30a8\u30ea\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068 | [Microsoft Learn: SharePoint \u30b3\u30cd\u30af\u30bf](https:\/\/learn.microsoft.com\/ja-jp\/connectors\/sharepointonline\/) | 2026-10-06 |\n| \u300c\u30e1\u30fc\u30eb \u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u4e0b\u66f8\u304d\u3059\u308b\u300d\u300c\u4e0b\u66f8\u304d\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u4fe1\u3059\u308b\u300d\u300c\u30e1\u30fc\u30eb\u3092\u9001\u4fe1\u3059\u308b (V2)\u300d\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u304c\u3042\u308b\u3053\u3068 | [Microsoft Learn: Office 365 Outlook \u30b3\u30cd\u30af\u30bf](https:\/\/learn.microsoft.com\/ja-jp\/connectors\/office365\/) | 2026-10-06 |\n\n**\u30b3\u30e1\u30f3\u30c8\u3092\u6c42\u3081\u308b\u57fa\u6e96\u3001\u7167\u4f1a\u306e\u8981\u5426\u306e\u898f\u5247\u3001\u9023\u7d50\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u66f8\u5f0f\u306f\u3001\u5404\u793e\u306e\u9023\u7d50\u6c7a\u7b97\u306e\u898f\u7a0b\u306b\u3088\u308a\u307e\u3059\u3002** \u672c\u8a18\u4e8b\u306f Microsoft Learn 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