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\u4ed5\u5165\u5148\u304b\u3089\u306e\u30e1\u30fc\u30eb\u306b\u306f\u3001\u4fa1\u683c\u6539\u5b9a\u3001\u55b6\u696d\u6848\u5185\u3001\u7d0d\u671f\u56de\u7b54\u3001\u8acb\u6c42\u304c\u6df7\u3056\u308a\u307e\u3059\u3002\u4ef6\u540d\u3068\u672c\u6587\u306e\u5192\u982d\u3067\u4e00\u6b21\u9078\u5225\u3057\u3001\u8ff7\u3046\u3082\u306e\u3060\u3051AI\u306b\u5224\u5b9a\u3055\u305b\u307e\u3059\n2. **\u90e8\u54c1\u756a\u53f7\u306e\u6b63\u898f\u5316** \u2026 \u30cf\u30a4\u30d5\u30f3\u3001\u30b9\u30e9\u30c3\u30b7\u30e5\u3001\u30b9\u30da\u30fc\u30b9\u3092\u53d6\u308a\u9664\u3044\u305f\u6587\u5b57\u5217\u3092\u4f5c\u308a\u3001\u3053\u308c\u3067\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002\u300cABC-1234-05\u300d\u300cABC1234\/05\u300d\u304c\u3069\u3061\u3089\u3082 `ABC123405` \u306b\u306a\u308a\u307e\u3059\n3. **\u540c\u3058\u901a\u77e5\u306e\u91cd\u8907\u9664\u53bb** \u2026 \u540c\u3058\u901a\u77e5\u304c\u62c5\u5f53\u8005\u3042\u3066\u3068\u5171\u6709\u3042\u3066\u306e\u4e21\u65b9\u306b\u5c4a\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u4ed5\u5165\u5148\uff0b\u90e8\u54c1\u756a\u53f7\uff0b\u901a\u77e5\u65e5\u3067\u91cd\u8907\u3092\u691c\u51fa\u3057\u307e\u3059\n4. **\u8907\u6570\u90e8\u54c1\u304c\u66f8\u304b\u308c\u305f\u901a\u77e5\u306e\u5206\u5272** \u2026 1\u901a\u306e\u901a\u77e5\u306b\u90e8\u54c1\u304c20\u70b9\u4e26\u3076\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u90e8\u54c1\u3054\u3068\u306b1\u4ef6\u3068\u3057\u3066\u51e6\u7406\u3057\u307e\u3059\n5. **\u671f\u9650\u306e\u66f8\u5f0f\u306e\u7d71\u4e00** \u2026 \u300c2026\u5e7412\u670831\u65e5\u300d\u300c2026\/12\/31\u300d\u300cDec 31, 2026\u300d\u3092\u540c\u3058\u5f62\u306b\u305d\u308d\u3048\u307e\u3059","ai_processing":"AI\u3068\u5f93\u6765\u306e\u51e6\u7406\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**\u5f93\u6765\u306e\u51e6\u7406\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u90e8\u54c1\u8868\u306e\u5c55\u958b\u3001\u5728\u5eab\u3068\u751f\u7523\u8a08\u753b\u306e\u96c6\u8a08\u3001\u4e0d\u8db3\u6570\u91cf\u306e\u8a08\u7b97\u3002**\u3053\u3053\u306f\u8a08\u7b97\u3067\u3042\u3063\u3066\u5224\u65ad\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** AI\u306b\u3055\u305b\u308b\u3068\u3001\u6570\u5b57\u304c\u5408\u308f\u306a\u304b\u3063\u305f\u3068\u304d\u306b\u539f\u56e0\u304c\u8ffd\u3048\u307e\u305b\u3093\u3002\n\n**AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u901a\u77e5\u306e\u7a2e\u985e\u306e\u5224\u5b9a | \u88fd\u9020\u4e2d\u6b62\uff0f\u4ed5\u69d8\u5909\u66f4\uff0f\u88fd\u9020\u5834\u6240\u306e\u5909\u66f4\uff0f\u4ee3\u66ff\u54c1\u6848\u5185\uff0f\u5bfe\u8c61\u5916\uff08\u4fa1\u683c\u6539\u5b9a\u306a\u3069\uff09 |\n| \u9805\u76ee\u306e\u62bd\u51fa | \u90e8\u54c1\u756a\u53f7\u3001\u4ed5\u5165\u5148\u306e\u578b\u756a\u3001\u6700\u7d42\u767a\u6ce8\u671f\u9650\u3001\u5207\u66ff\u4e88\u5b9a\u65e5\u3001\u4ee3\u66ff\u54c1\u306e\u578b\u756a |\n| \u90e8\u54c1\u756a\u53f7\u306e\u5bfe\u5fdc\u3065\u3051 | \u901a\u77e5\u306b\u66f8\u304b\u308c\u305f\u578b\u756a\u304c\u3001\u81ea\u793e\u306e\u3069\u306e\u90e8\u54c1\u756a\u53f7\u306b\u5f53\u305f\u308b\u304b |\n| \u5909\u66f4\u5185\u5bb9\u306e\u8981\u7d04 | \u300c\u5bf8\u6cd5\u304c\u5909\u308f\u308b\u300d\u300c\u6750\u8cea\u304c\u5909\u308f\u308b\u300d\u300c\u68b1\u5305\u5f62\u614b\u3060\u3051\u304c\u5909\u308f\u308b\u300d\u3092\u4e00\u6587\u3067 |\n| \u7dca\u6025\u5ea6\u306e\u4e00\u6b21\u5224\u5b9a | \u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u3068\u3001\u5909\u66f4\u304c\u88fd\u54c1\u306b\u53ca\u307c\u3059\u5ea6\u5408\u3044\u304b\u3089 |\n\n\u6700\u5f8c\u306e\u7dca\u6025\u5ea6\u306f**\u3042\u304f\u307e\u3067\u4e26\u3079\u66ff\u3048\u306e\u6750\u6599**\u3067\u3059\u3002\u7dca\u6025\u5ea6\u304c\u4f4e\u3044\u3068\u5224\u5b9a\u3055\u308c\u305f\u3082\u306e\u3092\u81ea\u52d5\u3067\u653e\u7f6e\u3059\u308b\u69cb\u6210\u306b\u306f\u3057\u307e\u305b\u3093\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u88fd\u9020\u696d\u306e\u8abf\u9054\u62c5\u5f53\u3092\u652f\u63f4\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u4ed5\u5165\u5148\u304b\u3089\u5c4a\u3044\u305f\u901a\u77e5\u3092\u8aad\u307f\u3001\u90e8\u54c1\u756a\u53f7\u30fb\u5909\u66f4\u533a\u5206\u30fb\u671f\u9650\u3092\u62bd\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u901a\u77e5\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u671f\u9650\u306e\u8a18\u8f09\u304c\u306a\u3051\u308c\u3070 deadline \u3092 null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u304a\u305d\u3089\u304f\u6708\u672b\u300d\u306e\u3088\u3046\u306a\u63a8\u6e2c\u3092\u5165\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u90e8\u54c1\u756a\u53f7\u306f\u3001\u901a\u77e5\u306b\u66f8\u304b\u308c\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e part_number_as_written \u306b\u5165\u308c\u3001\n  \u81ea\u793e\u90e8\u54c1\u756a\u53f7\u3078\u306e\u5bfe\u5fdc\u3065\u3051\u306f candidates \u306b\u5019\u88dc\u3068\u3057\u3066\u5217\u6319\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  1\u3064\u306b\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- 1\u901a\u306b\u8907\u6570\u306e\u90e8\u54c1\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u90e8\u54c1\u3054\u3068\u306b1\u4ef6\u305a\u3064\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5909\u66f4\u533a\u5206\u306f\u6b21\u304b\u3089\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\u5224\u65ad\u304c\u3064\u304b\u306a\u3044\u5834\u5408\u306f \"unknown\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  eol \/ spec_change \/ site_change \/ alternative \/ not_applicable\n- \u300c\u68b1\u5305\u5f62\u614b\u306e\u307f\u306e\u5909\u66f4\u300d\u300c\u30e9\u30d9\u30eb\u306e\u307f\u306e\u5909\u66f4\u300d\u306f spec_change \u3067\u306f\u306a\u304f\n  site_change \u3068\u3057\u3066\u6271\u3044\u3001\u305d\u306e\u65e8\u3092 note \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u539f\u6587\u306e\u8a72\u5f53\u7b87\u6240\u3092 evidence \u306b\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u8981\u7d04\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u30e1\u30fc\u30eb\u672c\u6587\u3011\n{mail_body}\n\n\u3010\u6dfb\u4ed8PDF\u306e\u30c6\u30ad\u30b9\u30c8\u3011\n{pdf_text}\n\n\u3010\u3053\u306e\u4ed5\u5165\u5148\u306e\u904e\u53bb\u306e\u901a\u77e5\uff08\u76f4\u8fd110\u4ef6\u306e\u66f8\u5f0f\uff09\u3011\n{past_notices}\n```\n\n**\u300c1\u3064\u306b\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u306e\u6307\u793a\u304c\u91cd\u8981\u3067\u3059\u3002** \u90e8\u54c1\u756a\u53f7\u306e\u5bfe\u5fdc\u3065\u3051\u3092AI\u306b\u65ad\u5b9a\u3055\u305b\u308b\u3068\u3001\u4f3c\u305f\u578b\u756a\u306e\u5225\u90e8\u54c1\u306b\u7d10\u3065\u3044\u305f\u5834\u5408\u306b\u3001\u307e\u3063\u305f\u304f\u95a2\u4fc2\u306e\u306a\u3044\u88fd\u54c1\u306e\u5f71\u97ff\u4e00\u89a7\u304c\u51fa\u307e\u3059\u3002\u5019\u88dc\u3092\u4e26\u3079\u3055\u305b\u3001\u7d5e\u308a\u8fbc\u307f\u306f\u6b63\u898f\u5316\u3057\u305f\u6587\u5b57\u5217\u306e\u4e00\u81f4\u3067\u6a5f\u68b0\u7684\u306b\u884c\u3044\u307e\u3059\u3002\n\n**\u904e\u53bb\u306e\u901a\u77e5\u309210\u4ef6\u6e21\u3059\u306e\u3082\u52b9\u304d\u307e\u3059\u3002** \u4ed5\u5165\u5148\u3054\u3068\u306b\u901a\u77e5\u306e\u66f8\u5f0f\u306f\u6c7a\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u540c\u3058\u66f8\u5f0f\u306e\u4f8b\u3092\u898b\u305b\u308b\u3068\u3001\u9805\u76ee\u306e\u53d6\u308a\u9055\u3048\u304c\u6e1b\u308a\u307e\u3059\u3002","output_data":"Gemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3044\u3001\u6c7a\u3081\u305f\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002\u30b9\u30ad\u30fc\u30de\u306f `properties` \u3067\u30d7\u30ed\u30d1\u30c6\u30a3\u3092\u5b9a\u7fa9\u3057\u3001`required` \u3067\u5fc5\u9808\u9805\u76ee\u3092\u5217\u6319\u3057\u307e\u3059\u3002**\u975e\u5e38\u306b\u5927\u304d\u3044\u3001\u3042\u308b\u3044\u306f\u6df1\u304f\u30cd\u30b9\u30c8\u3057\u305f\u30b9\u30ad\u30fc\u30de\u306f\u62d2\u5426\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308b**\u305f\u3081\u30011\u56de\u306e\u547c\u3073\u51fa\u3057\u3067\u8fd4\u3055\u305b\u308b\u69cb\u9020\u306f\u6d45\u304f\u4fdd\u3061\u307e\u3059\u3002\n\n```json\n{\n  \"notices\": [\n    {\n      \"notice_type\": \"eol | spec_change | site_change | alternative | not_applicable | unknown\",\n      \"supplier_name\": \"\",\n      \"part_number_as_written\": \"\",\n      \"candidates\": [\n        { \"internal_part_no\": \"\", \"match_reason\": \"\" }\n      ],\n      \"deadline\": null,\n      \"switch_date\": null,\n      \"alternative_part_no\": \"\",\n      \"change_summary\": \"\",\n      \"evidence\": \"\",\n      \"confidence\": \"high | medium | low\"\n    }\n  ]\n}\n```\n\n\u5f71\u97ff\u306e\u8a08\u7b97\u7d50\u679c\u306f\u3001AI\u3067\u306f\u306a\u304f\u5f8c\u6bb5\u306e\u51e6\u7406\u304c\u4f5c\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"internal_part_no\": \"\",\n  \"affected_products\": [\n    {\n      \"product_no\": \"\",\n      \"qty_per_unit\": 0,\n      \"plan_12m\": 0,\n      \"required_by_deadline\": 0,\n      \"stock_on_hand\": 0,\n      \"on_order\": 0,\n      \"shortage\": 0\n    }\n  ],\n  \"total_shortage\": 0\n}\n```","integration_systems":"\u3064\u306a\u304e\u5148\u306f3\u3064\u3067\u3059\u3002\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5171\u6709\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9 | Make \u306e\u30e1\u30fc\u30eb\u30b3\u30cd\u30af\u30bf | \u901a\u77e5\u306e\u53d6\u308a\u8fbc\u307f |\n| \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | API \u307e\u305f\u306f\u65e5\u6b21\u30a8\u30af\u30b9\u30dd\u30fc\u30c8 | \u90e8\u54c1\u8868\u30fb\u5728\u5eab\u30fb\u751f\u7523\u8a08\u753b\u306e\u53c2\u7167 |\n| Teams | Make \u306e\u30b3\u30cd\u30af\u30bf | \u5f71\u97ff\u4e00\u89a7\u306e\u901a\u77e5 |\n\n**\u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3057\u307e\u305b\u3093\u3002** \u767a\u6ce8\u306e\u8d77\u6848\u306f\u3001\u62c5\u5f53\u8005\u304c\u65e2\u5b58\u306e\u753b\u9762\u3067\u884c\u3044\u307e\u3059\u3002\u3053\u3053\u3092\u81ea\u52d5\u5316\u3059\u308b\u3068\u3001\u8aa4\u3063\u305f\u5f71\u97ff\u5224\u5b9a\u304c\u305d\u306e\u307e\u307e\u767a\u6ce8\u306b\u306a\u308a\u307e\u3059\u3002\n\nMake \u306e\u30b7\u30ca\u30ea\u30aa\u306f\u3001\u30a8\u30e9\u30fc\u3067\u6b62\u307e\u3063\u305f\u3068\u304d\u306e\u6271\u3044\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002Make \u306b\u306f\u3001\u30a8\u30e9\u30fc\u304c\u8d77\u304d\u305f\u30d0\u30f3\u30c9\u30eb\u3092\u3001\u81ea\u5206\u3067\u5b9a\u7fa9\u3057\u305f\u4ee3\u66ff\u306e\u51fa\u529b\u306b\u7f6e\u304d\u63db\u3048\u3066\u51e6\u7406\u3092\u7d9a\u3051\u308b Resume error handler \u304c\u3042\u308a\u307e\u3059\u3002**\u5728\u5eab\u7167\u4f1a\u304c1\u88fd\u54c1\u3060\u3051\u5931\u6557\u3057\u305f\u3068\u304d\u306b\u3001\u30b7\u30ca\u30ea\u30aa\u5168\u4f53\u3092\u6b62\u3081\u306a\u3044\u305f\u3081**\u306b\u3053\u308c\u3092\u4f7f\u3044\u307e\u3059\u3002\u7f6e\u304d\u63db\u3048\u305f\u5024\u306b\u306f\u300c\u53d6\u5f97\u5931\u6557\u300d\u3068\u5206\u304b\u308b\u5370\u3092\u5165\u308c\u3001\u4e00\u89a7\u4e0a\u3067\u4eba\u304c\u6c17\u3065\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002","human_review":"**\u5168\u4ef6\u3001\u4eba\u304c\u5224\u65ad\u3057\u307e\u3059\u3002\u5bfe\u5fdc\u3092\u81ea\u52d5\u3067\u6c7a\u3081\u308b\u69cb\u6210\u306b\u306f\u3057\u307e\u305b\u3093\u3002**\n\n\u7406\u7531\u306f\u3001\u5bfe\u5fdc\u306e\u9078\u629e\u80a2\u304c\u72b6\u6cc1\u3067\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002\u540c\u3058\u88fd\u9020\u4e2d\u6b62\u3067\u3082\u3001\u6700\u7d42\u767a\u6ce8\u3067\u6570\u5e74\u5206\u3092\u8cb7\u3046\u306e\u304b\u3001\u4ee3\u66ff\u54c1\u306b\u5207\u308a\u66ff\u3048\u308b\u306e\u304b\u3001\u8a2d\u8a08\u5909\u66f4\u3059\u308b\u306e\u304b\u306f\u3001\u88fd\u54c1\u306e\u6b8b\u5b58\u671f\u9593\u3068\u5728\u5eab\u8cbb\u7528\u3068\u8a55\u4fa1\u5de5\u6570\u3092\u5929\u79e4\u306b\u304b\u3051\u3066\u6c7a\u3081\u307e\u3059\u3002\u3053\u306e\u5224\u65ad\u6750\u6599\u306f\u90e8\u54c1\u8868\u306e\u5916\u306b\u3042\u308a\u307e\u3059\u3002\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u4e00\u89a7\u3092**\u671f\u9650\u306e\u8fd1\u3044\u9806**\u306b\u4e26\u3079\u308b\n- \u4e0d\u8db3\u6570\u91cf\u304c0\u306e\u90e8\u54c1\uff08\u5728\u5eab\u3067\u8db3\u308a\u308b\uff09\u3092\u4e0b\u306b\u9001\u308b\n- `confidence` \u304c\u4f4e\u3044\u62bd\u51fa\u7d50\u679c\u3068\u3001\u90e8\u54c1\u756a\u53f7\u306e\u5019\u88dc\u304c2\u3064\u4ee5\u4e0a\u3042\u308b\u4ef6\u306b\u5370\u3092\u4ed8\u3051\u308b\n- \u5f71\u97ff\u88fd\u54c1\u304c0\u4ef6\u3060\u3063\u305f\u901a\u77e5\u3082**\u5fc5\u305a\u4e00\u89a7\u306b\u6b8b\u3059**\uff08\u5bfe\u5fdc\u3065\u3051\u304c\u5931\u6557\u3057\u305f\u3060\u3051\u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\uff09\n\n\u6700\u5f8c\u306e\u9805\u76ee\u304c\u91cd\u8981\u3067\u3059\u3002\u300c\u5f71\u97ff\u306a\u3057\u300d\u3068\u300c\u5bfe\u5fdc\u3065\u3051\u306b\u5931\u6557\u3057\u305f\u300d\u306f\u898b\u305f\u76ee\u304c\u540c\u3058\u306b\u306a\u308a\u307e\u3059\u3002**\u533a\u5225\u3067\u304d\u306a\u3044\u3068\u3001\u5371\u967a\u306a\u307b\u3046\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u90e8\u54c1\u756a\u53f7\u304c\u81ea\u793e\u30de\u30b9\u30bf\u306b\u898b\u3064\u304b\u3089\u306a\u3044 | \u5f71\u97ff\u4e00\u89a7\u3092\u4f5c\u3089\u305a\u3001\u300c\u5bfe\u5fdc\u3065\u3051\u4e0d\u80fd\u300d\u3068\u3057\u3066\u4eba\u3078\u56de\u3059\u3002**\u300c\u5f71\u97ff\u306a\u3057\u300d\u3068\u8868\u793a\u3057\u306a\u3044** |\n| \u5019\u88dc\u304c\u8907\u6570\u3042\u308b | \u5019\u88dc\u3092\u4e26\u3079\u3066\u4eba\u306b\u9078\u3070\u305b\u308b\u3002\u81ea\u52d5\u30671\u3064\u306b\u6c7a\u3081\u306a\u3044 |\n| \u6dfb\u4ed8PDF\u304c\u30b9\u30ad\u30e3\u30f3\u753b\u50cf\u3067\u30c6\u30ad\u30b9\u30c8\u304c\u53d6\u308c\u306a\u3044 | AI\u306e\u753b\u50cf\u5165\u529b\u306b\u6e21\u3059\u3002\u305d\u308c\u3067\u3082\u8aad\u3081\u306a\u3051\u308c\u3070\u4eba\u3078\u56de\u3059 |\n| 1\u901a\u306b\u90e8\u54c1\u304c50\u70b9\u4e26\u3093\u3067\u3044\u308b | \u90e8\u54c1\u3054\u3068\u306b\u5206\u5272\u3057\u3066\u51e6\u7406\u3059\u308b\u3002\u4e00\u89a7\u306f1\u901a\u5358\u4f4d\u3067\u307e\u3068\u3081\u3066\u51fa\u3059 |\n| \u671f\u9650\u306e\u8a18\u8f09\u304c\u306a\u3044 | `deadline` \u3092 null \u306b\u3057\u3066\u4eba\u3078\u56de\u3059\u3002\u4ed5\u5165\u5148\u3078\u306e\u78ba\u8a8d\u3092\u4fc3\u3059\u6587\u9762\u3092\u6dfb\u3048\u308b |\n| \u540c\u3058\u901a\u77e5\u304c\u8907\u6570\u306e\u5b9b\u5148\u306b\u5c4a\u304f | \u4ed5\u5165\u5148\uff0b\u90e8\u54c1\u756a\u53f7\uff0b\u901a\u77e5\u65e5\u3067\u91cd\u8907\u3092\u691c\u51fa\u3057\u30011\u4ef6\u306b\u307e\u3068\u3081\u308b |\n| \u5728\u5eab\u7167\u4f1a\u304c\u5931\u6557\u3059\u308b | Resume error handler \u3067\u300c\u53d6\u5f97\u5931\u6557\u300d\u306e\u5024\u306b\u7f6e\u304d\u63db\u3048\u3001\u51e6\u7406\u3092\u7d9a\u3051\u308b\u3002\u4e00\u89a7\u306b\u5370\u3092\u6b8b\u3059 |\n| \u90e8\u54c1\u8868\u306e\u968e\u5c64\u304c\u6df1\u304f\u3001\u5c55\u958b\u304c\u7d42\u308f\u3089\u306a\u3044 | \u5c55\u958b\u306e\u6df1\u3055\u306b\u4e0a\u9650\u3092\u8a2d\u3051\u3001\u8d85\u3048\u305f\u3089\u4eba\u3078\u56de\u3059\u3002\u7121\u9650\u30eb\u30fc\u30d7\u3092\u9632\u3050 |\n| \u901a\u77e5\u3067\u306f\u306a\u3044\u30e1\u30fc\u30eb\uff08\u4fa1\u683c\u6539\u5b9a\u306a\u3069\uff09\u3092\u62fe\u3046 | \u9078\u5225\u306e\u6bb5\u968e\u3067\u9664\u304f\u3002\u9664\u3044\u305f\u3082\u306e\u306e\u4e00\u89a7\u3092\u9031\u6b21\u3067\u4eba\u304c\u898b\u3066\u3001\u8aa4\u3063\u3066\u9664\u3044\u3066\u3044\u306a\u3044\u304b\u78ba\u8a8d\u3059\u308b |\n| \u4ed5\u5165\u5148\u30dd\u30fc\u30bf\u30eb\u306b\u3057\u304b\u51fa\u306a\u3044\u901a\u77e5 | \u3053\u306e\u69cb\u6210\u306e\u5bfe\u8c61\u5916\u3002\u5bfe\u8c61\u306e\u4ed5\u5165\u5148\u3092\u4e00\u89a7\u306b\u3057\u3066\u3001\u90311\u56de\u4eba\u304c\u898b\u308b\u904b\u7528\u3092\u6b8b\u3059 |","log_storage":"- \u53d7\u4fe1\u3057\u305f\u901a\u77e5\uff08\u30e1\u30fc\u30eb\u672c\u6587\u3068\u6dfb\u4ed8\u306e\u539f\u672c\uff09\n- AI\u304c\u62bd\u51fa\u3057\u305f\u9805\u76ee\u3068 `evidence`\u3001`confidence`\n- \u90e8\u54c1\u756a\u53f7\u306e\u5bfe\u5fdc\u3065\u3051\u306e\u7d50\u679c\u3068\u3001\u4eba\u304c\u9078\u3073\u76f4\u3057\u305f\u304b\u3069\u3046\u304b\n- \u5f71\u97ff\u4e00\u89a7\uff08\u8a08\u7b97\u306b\u4f7f\u3063\u305f\u5728\u5eab\u30fb\u8a08\u753b\u306e\u5024\u3068\u3001\u53d6\u5f97\u3057\u305f\u65e5\u6642\uff09\n- **\u4eba\u304c\u6c7a\u3081\u305f\u5bfe\u5fdc\uff08\u6700\u7d42\u767a\u6ce8\uff0f\u4ee3\u66ff\u54c1\u8a55\u4fa1\uff0f\u8a2d\u8a08\u5909\u66f4\uff0f\u5bfe\u5fdc\u4e0d\u8981\uff09\u3068\u3001\u305d\u306e\u7406\u7531**\n- \u671f\u9650\u307e\u3067\u306e\u6b8b\u65e5\u6570\u3068\u3001\u30ea\u30de\u30a4\u30f3\u30c9\u3092\u9001\u3063\u305f\u8a18\u9332\n\n4\u3064\u76ee\u3067\u300c\u8a08\u7b97\u306b\u4f7f\u3063\u305f\u5024\u3068\u53d6\u5f97\u65e5\u6642\u300d\u3092\u6b8b\u3059\u306e\u304c\u8981\u3067\u3059\u3002\u5f8c\u304b\u3089\u300c\u306a\u305c\u3053\u306e\u6570\u91cf\u3067\u767a\u6ce8\u3057\u305f\u306e\u304b\u300d\u3092\u554f\u308f\u308c\u305f\u3068\u304d\u306b\u3001**\u5f53\u6642\u306e\u5728\u5eab\u3068\u8a08\u753b\u3092\u518d\u73fe\u3067\u304d\u306a\u3044\u3068\u8aac\u660e\u304c\u3067\u304d\u307e\u305b\u3093\u3002**\n\n\u5bfe\u5fdc\u306e\u8a18\u9332\u306f\u3001\u901a\u77e5\u306e\u671f\u9650\u304b\u3089\u6700\u4f4e\u3067\u30825\u5e74\u306f\u4fdd\u5b58\u3057\u307e\u3059\u3002\u88fd\u9020\u4e2d\u6b62\u306e\u5224\u65ad\u306f\u3001\u6570\u5e74\u5f8c\u306b\u300c\u306a\u305c\u3042\u306e\u3068\u304d\u8cb7\u308f\u306a\u304b\u3063\u305f\u306e\u304b\u300d\u3068\u632f\u308a\u8fd4\u3089\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"\u30ce\u30fc\u30b3\u30fc\u30c9\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":60,"assumption_workdays":20,"volume_month":60,"before_minutes_per_case":35,"after_minutes_per_case":12,"hourly_cost":3500,"before_hours_month":35,"after_hours_month":12,"saved_hours_month":23,"reduction_rate":66,"saved_hours_year":276,"annual_cost_effect":966000,"summary":"\u4ed5\u5165\u5148\u304b\u3089\u5c4a\u304f\u88fd\u9020\u4e2d\u6b62\u30fb\u4ed5\u69d8\u5909\u66f4\u306e\u901a\u77e5\u3092\u5165\u529b\u306b\u3001\u90e8\u54c1\u756a\u53f7\u30fb\u5909\u66f4\u533a\u5206\u30fb\u6700\u7d42\u767a\u6ce8\u671f\u9650\u3092\u8aad\u307f\u53d6\u308a\u3001\u90e8\u54c1\u8868\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u5f71\u97ff\u3059\u308b\u88fd\u54c1\u3068\u5728\u5eab\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002\u62c5\u5f53\u8005\u306e\u4f5c\u696d\u306f\u3001\u901a\u77e5\u3092\u8aad\u3093\u3067\u8abf\u3079\u308b\u3053\u3068\u304b\u3089\u3001\u51fa\u3066\u304d\u305f\u4e00\u89a7\u3092\u898b\u3066\u624b\u914d\u3092\u6c7a\u3081\u308b\u3053\u3068\u306b\u5909\u308f\u308a\u307e\u3059\u3002","before_flow":"1. \u4ed5\u5165\u5148\u304b\u3089\u901a\u77e5\u304c\u30e1\u30fc\u30eb\u3067\u5c4a\u304f\u3002\u5b9b\u5148\u306f\u62c5\u5f53\u8005\u500b\u4eba\u304b\u3001\u8cfc\u8cb7\u306e\u5171\u6709\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\n2. \u62c5\u5f53\u8005\u304cPDF\u3092\u958b\u304d\u3001\u90e8\u54c1\u756a\u53f7\u30fb\u5909\u66f4\u5185\u5bb9\u30fb\u671f\u9650\u3092\u8aad\u3080\n3. \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u304d\u3001\u305d\u306e\u90e8\u54c1\u756a\u53f7\u3092\u4f7f\u3063\u3066\u3044\u308b\u88fd\u54c1\u3092\u691c\u7d22\u3059\u308b\n4. \u51fa\u3066\u304d\u305f\u88fd\u54c1\u3054\u3068\u306b\u3001\u751f\u7523\u8a08\u753b\u3068\u5728\u5eab\u3001\u767a\u6ce8\u6b8b\u3092\u78ba\u8a8d\u3059\u308b\n5. \u5728\u5eab\u304c\u671f\u9650\u307e\u3067\u306e\u751f\u7523\u91cf\u306b\u8db3\u308a\u308b\u304b\u3092\u8a08\u7b97\u3059\u308b\n6. \u8db3\u308a\u306a\u3051\u308c\u3070\u3001\u6700\u7d42\u767a\u6ce8\u306e\u6570\u91cf\u3092\u6c7a\u3081\u3066\u8d77\u6848\u3059\u308b\n7. \u4ed5\u69d8\u5909\u66f4\u306a\u3089\u3001\u751f\u7523\u6280\u8853\u3068\u54c1\u8cea\u4fdd\u8a3c\u306b\u56de\u3057\u3066\u5f71\u97ff\u306e\u5224\u65ad\u3092\u4ef0\u3050\n8. \u5bfe\u5fdc\u3057\u305f\u8a18\u9332\u3092\u3001Excel\u306e\u7ba1\u7406\u8868\u306b\u6b8b\u3059\n\n\u554f\u984c\u306f4\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\uff08a\uff09\u901a\u77e5\u304c\u62c5\u5f53\u8005\u306e\u30e1\u30fc\u30eb\u306b\u57cb\u3082\u308c\u308b\u3002** \u4ed5\u5165\u5148\u304b\u3089\u306e\u30e1\u30fc\u30eb\u306f1\u65e5\u306b\u4f55\u5341\u901a\u3082\u5c4a\u304d\u307e\u3059\u3002\u300c\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u300d\u3068\u3044\u3046\u4ef6\u540d\u3067\u9001\u3089\u308c\u3066\u304f\u308b\u3082\u306e\u306e\u4e2d\u8eab\u304c\u3001\u5358\u306a\u308b\u4fa1\u683c\u6539\u5b9a\u306e\u6848\u5185\u3067\u3042\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\u672c\u5f53\u306b\u6025\u3050\u901a\u77e5\u304c\u3001\u6025\u304c\u306a\u3044\u901a\u77e5\u3068\u540c\u3058\u898b\u305f\u76ee\u3067\u5c4a\u304d\u307e\u3059\u3002**\n\n**\uff08b\uff09\u90e8\u54c1\u756a\u53f7\u306e\u8868\u8a18\u304c\u4ed5\u5165\u5148\u3054\u3068\u306b\u9055\u3046\u3002** \u4ed5\u5165\u5148\u306e\u578b\u756a\u3068\u3001\u81ea\u793e\u3067\u4ed8\u3051\u305f\u90e8\u54c1\u756a\u53f7\u304c\u4e00\u81f4\u3057\u307e\u305b\u3093\u3002\u300cABC-1234-05\u300d\u3068\u300cABC1234-05\u300d\u3068\u300cABC-1234\/05\u300d\u304c\u540c\u3058\u90e8\u54c1\u3068\u3044\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u691c\u7d22\u30671\u6587\u5b57\u9055\u3046\u3068\u51fa\u3066\u304d\u307e\u305b\u3093\u3002\n\n**\uff08c\uff091\u3064\u306e\u90e8\u54c1\u304c\u4f55\u88fd\u54c1\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u304b\u304c\u8aad\u3081\u306a\u3044\u3002** \u90e8\u54c1\u8868\u306f\u968e\u5c64\u69cb\u9020\u3067\u3059\u3002\u3042\u308b\u90e8\u54c1\u304c\u30e6\u30cb\u30c3\u30c8A\u306b\u4f7f\u308f\u308c\u3001\u30e6\u30cb\u30c3\u30c8A\u304c\u88fd\u54c1X\u3068Y\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u5834\u5408\u3001\u90e8\u54c1\u756a\u53f7\u3067\u691c\u7d22\u3057\u305f\u3060\u3051\u3067\u306f\u30e6\u30cb\u30c3\u30c8A\u3057\u304b\u51fa\u307e\u305b\u3093\u3002**\u5c55\u958b\u3057\u3066\u305f\u3069\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u5bfe\u5fdc\u306e\u8a18\u9332\u304c\u62c5\u5f53\u8005\u3054\u3068\u306eExcel\u306b\u3042\u308b\u3002** \u8ab0\u304c\u3069\u306e\u901a\u77e5\u306b\u3069\u3046\u5bfe\u5fdc\u3057\u305f\u304b\u304c\u4e00\u89a7\u306b\u306a\u3063\u3066\u3044\u307e\u305b\u3093\u3002\u62c5\u5f53\u8005\u304c\u4f11\u3080\u3068\u3001\u305d\u306e\u4eba\u3042\u3066\u306e\u901a\u77e5\u304c\u6b62\u307e\u308a\u307e\u3059\u3002","before_flow_steps":["\u4ed5\u5165\u5148\u304b\u3089\u901a\u77e5\u304c\u30e1\u30fc\u30eb\u3067\u5c4a\u304f\u3002\u5b9b\u5148\u306f\u62c5\u5f53\u8005\u500b\u4eba\u304b\u3001\u8cfc\u8cb7\u306e\u5171\u6709\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9","\u62c5\u5f53\u8005\u304cPDF\u3092\u958b\u304d\u3001\u90e8\u54c1\u756a\u53f7\u30fb\u5909\u66f4\u5185\u5bb9\u30fb\u671f\u9650\u3092\u8aad\u3080","\u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u304d\u3001\u305d\u306e\u90e8\u54c1\u756a\u53f7\u3092\u4f7f\u3063\u3066\u3044\u308b\u88fd\u54c1\u3092\u691c\u7d22\u3059\u308b","\u51fa\u3066\u304d\u305f\u88fd\u54c1\u3054\u3068\u306b\u3001\u751f\u7523\u8a08\u753b\u3068\u5728\u5eab\u3001\u767a\u6ce8\u6b8b\u3092\u78ba\u8a8d\u3059\u308b","\u5728\u5eab\u304c\u671f\u9650\u307e\u3067\u306e\u751f\u7523\u91cf\u306b\u8db3\u308a\u308b\u304b\u3092\u8a08\u7b97\u3059\u308b","\u8db3\u308a\u306a\u3051\u308c\u3070\u3001\u6700\u7d42\u767a\u6ce8\u306e\u6570\u91cf\u3092\u6c7a\u3081\u3066\u8d77\u6848\u3059\u308b","\u4ed5\u69d8\u5909\u66f4\u306a\u3089\u3001\u751f\u7523\u6280\u8853\u3068\u54c1\u8cea\u4fdd\u8a3c\u306b\u56de\u3057\u3066\u5f71\u97ff\u306e\u5224\u65ad\u3092\u4ef0\u3050","\u5bfe\u5fdc\u3057\u305f\u8a18\u9332\u3092\u3001Excel\u306e\u7ba1\u7406\u8868\u306b\u6b8b\u3059"],"after_flow":"1. \u4ed5\u5165\u5148\u304b\u3089\u306e\u901a\u77e5\u304c\u3001\u8cfc\u8cb7\u306e\u5171\u6709\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u306b\u5c4a\u304f\n2. **\u3010\u81ea\u52d5\u3011** \u6dfb\u4ed8PDF\u3068\u672c\u6587\u3092\u8aad\u307f\u53d6\u308a\u3001\u901a\u77e5\u304b\u3069\u3046\u304b\u3092\u5224\u5b9a\u3059\u308b\uff08\u4fa1\u683c\u6539\u5b9a\u3084\u55b6\u696d\u6848\u5185\u306f\u9664\u304f\uff09\n3. **\u3010\u81ea\u52d5\u3011** \u90e8\u54c1\u756a\u53f7\u30fb\u5909\u66f4\u533a\u5206\u30fb\u6700\u7d42\u767a\u6ce8\u671f\u9650\u30fb\u5207\u66ff\u4e88\u5b9a\u65e5\u3092\u62bd\u51fa\u3059\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u62bd\u51fa\u3057\u305f\u90e8\u54c1\u756a\u53f7\u3092\u3001\u8868\u8a18\u306e\u3086\u308c\u3092\u5438\u53ce\u3057\u3066\u81ea\u793e\u306e\u90e8\u54c1\u756a\u53f7\u306b\u5bfe\u5fdc\u3065\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u90e8\u54c1\u8868\u3092\u5c55\u958b\u3057\u3001\u305d\u306e\u90e8\u54c1\u3092\u4f7f\u3063\u3066\u3044\u308b\u88fd\u54c1\u3092\u3059\u3079\u3066\u6d17\u3044\u51fa\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u88fd\u54c1\u3054\u3068\u306b\u3001\u4eca\u5f8c12\u304b\u6708\u306e\u751f\u7523\u8a08\u753b\u6570\u3068\u73fe\u5728\u5eab\u30fb\u767a\u6ce8\u6b8b\u3092\u96c6\u3081\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u671f\u9650\u307e\u3067\u306b\u5fc5\u8981\u306a\u6570\u91cf\u3068\u3001\u4e0d\u8db3\u3059\u308b\u6570\u91cf\u3092\u8a08\u7b97\u3059\u308b\n8. **\u3010\u81ea\u52d5\u3011** \u5f71\u97ff\u4e00\u89a7\u3092\u4f5c\u308a\u3001\u62c5\u5f53\u8005\u3068\u751f\u7523\u6280\u8853\u306b\u307e\u3068\u3081\u3066\u901a\u77e5\u3059\u308b\n9. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u4e00\u89a7\u3092\u898b\u3066\u3001\u6700\u7d42\u767a\u6ce8\u30fb\u4ee3\u66ff\u54c1\u8a55\u4fa1\u30fb\u8a2d\u8a08\u5909\u66f4\u306e\u3044\u305a\u308c\u306b\u3059\u308b\u304b\u3092\u6c7a\u3081\u308b\n10. **\u3010\u81ea\u52d5\u3011** \u6c7a\u3081\u305f\u5bfe\u5fdc\u3092\u7ba1\u7406\u53f0\u5e33\u306b\u8a18\u9332\u3057\u3001\u671f\u9650\u306e\u524d\u306b\u30ea\u30de\u30a4\u30f3\u30c9\u3059\u308b\n\n\u81ea\u52d5\u5316\u3055\u308c\u308b\u306e\u306f\u300c\u8aad\u3080\u300d\u300c\u63a2\u3059\u300d\u300c\u5c55\u958b\u3059\u308b\u300d\u300c\u96c6\u3081\u308b\u300d\u300c\u8a08\u7b97\u3059\u308b\u300d\u306e5\u3064\u3067\u3059\u3002\u6b8b\u308b\u306e\u306f\u300c\u3069\u3046\u3059\u308b\u304b\u6c7a\u3081\u308b\u300d\u3060\u3051\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u4e0d\u8db3\u6570\u91cf\u306e\u8a08\u7b97\u307e\u3067\u81ea\u52d5\u5316\u3059\u308b\u70b9\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u4fa1\u5024\u3067\u3059\u3002** \u4e00\u89a7\u306b\u300c\u88fd\u54c1X\u3067\u6765\u5e743\u6708\u307e\u3067\u306b240\u500b\u5fc5\u8981\u3001\u5728\u5eab120\u500b\u3001\u767a\u6ce8\u6b8b0\u500b\u3001\u4e0d\u8db3120\u500b\u300d\u3068\u51fa\u3066\u3044\u308c\u3070\u3001\u62c5\u5f53\u8005\u306f\u305d\u306e\u5834\u3067\u8d77\u6848\u3067\u304d\u307e\u3059\u3002","after_flow_steps":["\u4ed5\u5165\u5148\u304b\u3089\u306e\u901a\u77e5\u304c\u3001\u8cfc\u8cb7\u306e\u5171\u6709\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u306b\u5c4a\u304f","**\u3010\u81ea\u52d5\u3011** \u6dfb\u4ed8PDF\u3068\u672c\u6587\u3092\u8aad\u307f\u53d6\u308a\u3001\u901a\u77e5\u304b\u3069\u3046\u304b\u3092\u5224\u5b9a\u3059\u308b\uff08\u4fa1\u683c\u6539\u5b9a\u3084\u55b6\u696d\u6848\u5185\u306f\u9664\u304f\uff09","**\u3010\u81ea\u52d5\u3011** \u90e8\u54c1\u756a\u53f7\u30fb\u5909\u66f4\u533a\u5206\u30fb\u6700\u7d42\u767a\u6ce8\u671f\u9650\u30fb\u5207\u66ff\u4e88\u5b9a\u65e5\u3092\u62bd\u51fa\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u62bd\u51fa\u3057\u305f\u90e8\u54c1\u756a\u53f7\u3092\u3001\u8868\u8a18\u306e\u3086\u308c\u3092\u5438\u53ce\u3057\u3066\u81ea\u793e\u306e\u90e8\u54c1\u756a\u53f7\u306b\u5bfe\u5fdc\u3065\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u90e8\u54c1\u8868\u3092\u5c55\u958b\u3057\u3001\u305d\u306e\u90e8\u54c1\u3092\u4f7f\u3063\u3066\u3044\u308b\u88fd\u54c1\u3092\u3059\u3079\u3066\u6d17\u3044\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u88fd\u54c1\u3054\u3068\u306b\u3001\u4eca\u5f8c12\u304b\u6708\u306e\u751f\u7523\u8a08\u753b\u6570\u3068\u73fe\u5728\u5eab\u30fb\u767a\u6ce8\u6b8b\u3092\u96c6\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u671f\u9650\u307e\u3067\u306b\u5fc5\u8981\u306a\u6570\u91cf\u3068\u3001\u4e0d\u8db3\u3059\u308b\u6570\u91cf\u3092\u8a08\u7b97\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u5f71\u97ff\u4e00\u89a7\u3092\u4f5c\u308a\u3001\u62c5\u5f53\u8005\u3068\u751f\u7523\u6280\u8853\u306b\u307e\u3068\u3081\u3066\u901a\u77e5\u3059\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u4e00\u89a7\u3092\u898b\u3066\u3001\u6700\u7d42\u767a\u6ce8\u30fb\u4ee3\u66ff\u54c1\u8a55\u4fa1\u30fb\u8a2d\u8a08\u5909\u66f4\u306e\u3044\u305a\u308c\u306b\u3059\u308b\u304b\u3092\u6c7a\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u6c7a\u3081\u305f\u5bfe\u5fdc\u3092\u7ba1\u7406\u53f0\u5e33\u306b\u8a18\u9332\u3057\u3001\u671f\u9650\u306e\u524d\u306b\u30ea\u30de\u30a4\u30f3\u30c9\u3059\u308b"],"architecture":"```\n\u4ed5\u5165\u5148\u304b\u3089\u306e\u30e1\u30fc\u30eb\uff08PDF\u6dfb\u4ed8\uff09\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u5171\u6709\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u306b\u65b0\u7740\nMake\uff08\u30b7\u30ca\u30ea\u30aa\uff09\n   \u2502\n   \u251c\u2500\u2500\u25b6 Gemini API \u2500\u2500 \u901a\u77e5\u304b\u3069\u3046\u304b\u306e\u5224\u5b9a\uff0f\u90e8\u54c1\u756a\u53f7\u30fb\u533a\u5206\u30fb\u671f\u9650\u306e\u62bd\u51fa\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u90e8\u54c1\u756a\u53f7\u306e\u540d\u5bc4\u305b\uff08\u8868\u8a18\u3086\u308c\u306e\u5438\u53ce\uff09\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 \u2500\u2500 \u90e8\u54c1\u8868\u306e\u5c55\u958b\uff0f\u5728\u5eab\u30fb\u767a\u6ce8\u6b8b\u30fb\u751f\u7523\u8a08\u753b\u306e\u53d6\u5f97\n   \u2502       \uff08Iterator \u3067\u88fd\u54c1\u3054\u3068\u306b\u56de\u3057\u3001Array aggregator \u3067\u307e\u3068\u3081\u308b\uff09\n   \u2502\n   \u2514\u2500\u2500\u25b6 \u4e0d\u8db3\u6570\u91cf\u306e\u8a08\u7b97\n   \u2502\n   \u25bc\n\u5f71\u97ff\u4e00\u89a7\uff08\u88fd\u54c1\u30fb\u5fc5\u8981\u6570\u30fb\u5728\u5eab\u30fb\u4e0d\u8db3\u6570\u30fb\u671f\u9650\uff09\u2500\u2500\u3010\u4eba\u304c\u5224\u65ad\u3011\n   \u2502\n   \u25bc\n\u5bfe\u5fdc\u53f0\u5e33\u3078\u306e\u8a18\u9332 \uff0b \u671f\u9650\u524d\u306e\u30ea\u30de\u30a4\u30f3\u30c9\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u30ef\u30fc\u30af\u30d5\u30ed\u30fc | Make | n8n\u3001Power Automate\u3001Zapier |\n| \u51e6\u7406 | Gemini API | Claude API\u3001OpenAI API |\n| \u53f0\u5e33 | \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u5404\u793e\u306eERP\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u901a\u77e5 | Microsoft Teams | Slack\u3001\u96fb\u5b50\u30e1\u30fc\u30eb |\n\n**Make\u3092\u9078\u3076\u7406\u7531\u306f\u30011\u4ef6\u306e\u901a\u77e5\u304b\u3089\u8907\u6570\u306e\u88fd\u54c1\u306b\u679d\u5206\u304b\u308c\u3059\u308b\u51e6\u7406\u306b\u5411\u3044\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002** Make\u3067\u306f\u3001\u914d\u5217\u3092\u4e00\u9023\u306e\u30d0\u30f3\u30c9\u30eb\u306b\u5909\u63db\u3059\u308b Iterator \u3068\u3001\u8907\u6570\u306e\u30d0\u30f3\u30c9\u30eb\u30921\u3064\u306b\u307e\u3068\u3081\u308b Array aggregator \u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u300c1\u3064\u306e\u90e8\u54c1\u756a\u53f7 \u2192 \u5f71\u97ff\u3059\u308b8\u88fd\u54c1 \u2192 \u88fd\u54c1\u3054\u3068\u306b\u5728\u5eab\u7167\u4f1a \u2192 1\u3064\u306e\u4e00\u89a7\u306b\u623b\u3059\u300d\u3068\u3044\u3046\u5f62\u304c\u3001\u30ce\u30fc\u30c9\u3092\u4e26\u3079\u308b\u3060\u3051\u3067\u66f8\u3051\u307e\u3059\u3002\n\n\u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u65b9\u6cd5\u306f\u88fd\u54c1\u306b\u3088\u3063\u3066\u9055\u3044\u307e\u3059\u3002API\u304c\u3042\u308c\u3070\u305d\u308c\u3092\u4f7f\u3044\u3001\u306a\u3051\u308c\u3070\u65e5\u6b21\u3067\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u53c2\u7167\u3057\u307e\u3059\u3002**\u90e8\u54c1\u8868\u3068\u5728\u5eab\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u3042\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002** \u524d\u65e5\u6642\u70b9\u306e\u5024\u3067\u5224\u65ad\u3067\u304d\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8cfc\u8cb7\u306e\u5171\u6709\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u306b\u65b0\u7740\u30e1\u30fc\u30eb\u304c\u5c4a\u3044\u305f\u3053\u3068**\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002\u62c5\u5f53\u8005\u500b\u4eba\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3092\u8d77\u70b9\u306b\u3057\u307e\u305b\u3093\u3002\u7406\u7531\u306f3\u3064\u3042\u308a\u307e\u3059\u3002\n\n1\u3064\u306f\u3001\u62c5\u5f53\u8005\u304c\u4f11\u3093\u3060\u3068\u304d\u306b\u6b62\u307e\u308b\u306e\u3092\u907f\u3051\u308b\u305f\u3081\u3067\u3059\u30022\u3064\u76ee\u306f\u3001\u500b\u4eba\u306e\u30e1\u30fc\u30eb\u3092\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u304c\u8aad\u3080\u69cb\u6210\u3092\u4f5c\u308b\u3068\u3001\u79c1\u4fe1\u307e\u3067\u5bfe\u8c61\u306b\u306a\u3063\u3066\u3057\u307e\u3046\u305f\u3081\u3067\u3059\u30023\u3064\u76ee\u306f\u3001**\u4ed5\u5165\u5148\u306b\u300c\u4eca\u5f8c\u306e\u901a\u77e5\u306f\u3053\u306e\u30a2\u30c9\u30ec\u30b9\u3078\u300d\u3068\u4f9d\u983c\u3067\u304d\u308b**\u305f\u3081\u3067\u3059\u3002\n\n\u4ed5\u5165\u5148\u30dd\u30fc\u30bf\u30eb\u306b\u3057\u304b\u63b2\u793a\u3055\u308c\u306a\u3044\u901a\u77e5\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u62fe\u3048\u307e\u305b\u3093\u3002**\u30dd\u30fc\u30bf\u30eb\u904b\u7528\u306e\u4ed5\u5165\u5148\u306b\u306f\u3001\u30e1\u30fc\u30eb\u901a\u77e5\u306e\u8a2d\u5b9a\u3092\u4f9d\u983c\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u305d\u308c\u304c\u3067\u304d\u306a\u3044\u6570\u793e\u306f\u3001\u5f93\u6765\u3069\u304a\u308a\u4eba\u304c\u90311\u56de\u898b\u306b\u884c\u304f\u904b\u7528\u3092\u6b8b\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u901a\u77e5\u30e1\u30fc\u30eb | \u672c\u6587\u3068\u6dfb\u4ed8PDF | \u5171\u6709\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9 |\n| \u90e8\u54c1\u30de\u30b9\u30bf | \u81ea\u793e\u90e8\u54c1\u756a\u53f7\u3001\u4ed5\u5165\u5148\u306e\u578b\u756a\u3001\u4ed5\u5165\u5148\u30b3\u30fc\u30c9\u3001\u4ee3\u66ff\u54c1\u306e\u6307\u5b9a | \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u90e8\u54c1\u8868\uff08BOM\uff09 | \u88fd\u54c1\u3068\u90e8\u54c1\u306e\u89aa\u5b50\u95a2\u4fc2\u3001\u54e1\u6570 | \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u5728\u5eab\u30fb\u767a\u6ce8\u6b8b | \u90e8\u54c1\u3054\u3068\u306e\u73fe\u5728\u5eab\u3001\u767a\u6ce8\u6e08\u307f\u672a\u5165\u8377 | \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u751f\u7523\u8a08\u753b | \u88fd\u54c1\u3054\u3068\u306e\u4eca\u5f8c12\u304b\u6708\u306e\u8a08\u753b\u6570 | \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u904e\u53bb\u306e\u901a\u77e5\u3068\u5bfe\u5fdc | \u3069\u3046\u5224\u65ad\u3057\u305f\u304b\u306e\u8a18\u9332 | \u5bfe\u5fdc\u53f0\u5e33 |\n\n**\u90e8\u54c1\u30de\u30b9\u30bf\u306b\u300c\u4ed5\u5165\u5148\u306e\u578b\u756a\u300d\u306e\u6b04\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u6210\u5426\u3092\u5206\u3051\u307e\u3059\u3002** \u306a\u3044\u5834\u5408\u306f\u3001\u3053\u306e\u6b04\u3092\u4f5c\u308b\u3053\u3068\u304b\u3089\u59cb\u3081\u307e\u3059\u30026,000\u70b9\u3059\u3079\u3066\u3092\u57cb\u3081\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u901a\u77e5\u304c\u5c4a\u3044\u305f\u90e8\u54c1\u304b\u3089\u9806\u306b\u57cb\u3081\u3066\u3044\u3051\u3070\u3001\u534a\u5e74\u3067\u4e3b\u8981\u306a\u4ed5\u5165\u5148\u306f\u305d\u308d\u3044\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u901a\u77e5\u306e\u672c\u6587\u3068PDF\uff1a** \u30e1\u30fc\u30eb\u306e\u672c\u6587\u306f\u305d\u306e\u307e\u307e\u30c6\u30ad\u30b9\u30c8\u3067\u53d6\u308c\u307e\u3059\u3002\u6dfb\u4ed8PDF\u306f\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\u3092\u6301\u3064\u3082\u306e\u304c\u5927\u534a\u3067\u3059\u304c\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u7d19\u3092PDF\u306b\u3057\u305f\u3082\u306e\u3082\u6df7\u3056\u308a\u307e\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u304c\u53d6\u308c\u306a\u3044\u5834\u5408\u306f\u3001AI\u306e\u753b\u50cf\u5165\u529b\u306b\u6e21\u3057\u307e\u3059\u30021\u30da\u30fc\u30b8\u306e\u901a\u77e5\u306a\u306e\u3067\u3001\u3053\u306e\u7a0b\u5ea6\u306a\u3089\u5341\u5206\u306b\u8aad\u3081\u307e\u3059\u3002\n\n**\u90e8\u54c1\u8868\u306e\u5c55\u958b\uff1a** \u90e8\u54c1\u756a\u53f7\u304b\u3089\u88fd\u54c1\u3092\u305f\u3069\u308b\u51e6\u7406\u306f\u3001\u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u300c\u9006\u5c55\u958b\u300d\u300c\u4f7f\u7528\u5148\u7167\u4f1a\u300d\u3068\u3044\u3063\u305f\u6a5f\u80fd\u3092\u4f7f\u3044\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u304c\u306a\u3044\u5834\u5408\u306f\u3001\u90e8\u54c1\u8868\u306e\u30c7\u30fc\u30bf\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u3001\u89aa\u5b50\u95a2\u4fc2\u3092\u518d\u5e30\u7684\u306b\u305f\u3069\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u66f8\u304d\u307e\u3059\u3002\n\n**\u5728\u5eab\u3068\u751f\u7523\u8a08\u753b\uff1a** \u65e5\u6b21\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3067\u8db3\u308a\u307e\u3059\u3002\u591c\u9593\u30d0\u30c3\u30c1\u3067\u524d\u65e5\u5206\u3092\u30d5\u30a1\u30a4\u30eb\u306b\u51fa\u3057\u3001\u305d\u308c\u3092\u53c2\u7167\u3057\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u901a\u77e5\u304b\u3069\u3046\u304b\u306e\u9078\u5225** \u2026 \u4ed5\u5165\u5148\u304b\u3089\u306e\u30e1\u30fc\u30eb\u306b\u306f\u3001\u4fa1\u683c\u6539\u5b9a\u3001\u55b6\u696d\u6848\u5185\u3001\u7d0d\u671f\u56de\u7b54\u3001\u8acb\u6c42\u304c\u6df7\u3056\u308a\u307e\u3059\u3002\u4ef6\u540d\u3068\u672c\u6587\u306e\u5192\u982d\u3067\u4e00\u6b21\u9078\u5225\u3057\u3001\u8ff7\u3046\u3082\u306e\u3060\u3051AI\u306b\u5224\u5b9a\u3055\u305b\u307e\u3059\n2. **\u90e8\u54c1\u756a\u53f7\u306e\u6b63\u898f\u5316** \u2026 \u30cf\u30a4\u30d5\u30f3\u3001\u30b9\u30e9\u30c3\u30b7\u30e5\u3001\u30b9\u30da\u30fc\u30b9\u3092\u53d6\u308a\u9664\u3044\u305f\u6587\u5b57\u5217\u3092\u4f5c\u308a\u3001\u3053\u308c\u3067\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002\u300cABC-1234-05\u300d\u300cABC1234\/05\u300d\u304c\u3069\u3061\u3089\u3082 `ABC123405` \u306b\u306a\u308a\u307e\u3059\n3. **\u540c\u3058\u901a\u77e5\u306e\u91cd\u8907\u9664\u53bb** \u2026 \u540c\u3058\u901a\u77e5\u304c\u62c5\u5f53\u8005\u3042\u3066\u3068\u5171\u6709\u3042\u3066\u306e\u4e21\u65b9\u306b\u5c4a\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u4ed5\u5165\u5148\uff0b\u90e8\u54c1\u756a\u53f7\uff0b\u901a\u77e5\u65e5\u3067\u91cd\u8907\u3092\u691c\u51fa\u3057\u307e\u3059\n4. **\u8907\u6570\u90e8\u54c1\u304c\u66f8\u304b\u308c\u305f\u901a\u77e5\u306e\u5206\u5272** \u2026 1\u901a\u306e\u901a\u77e5\u306b\u90e8\u54c1\u304c20\u70b9\u4e26\u3076\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u90e8\u54c1\u3054\u3068\u306b1\u4ef6\u3068\u3057\u3066\u51e6\u7406\u3057\u307e\u3059\n5. **\u671f\u9650\u306e\u66f8\u5f0f\u306e\u7d71\u4e00** \u2026 \u300c2026\u5e7412\u670831\u65e5\u300d\u300c2026\/12\/31\u300d\u300cDec 31, 2026\u300d\u3092\u540c\u3058\u5f62\u306b\u305d\u308d\u3048\u307e\u3059\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\nAI\u3068\u5f93\u6765\u306e\u51e6\u7406\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**\u5f93\u6765\u306e\u51e6\u7406\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u90e8\u54c1\u8868\u306e\u5c55\u958b\u3001\u5728\u5eab\u3068\u751f\u7523\u8a08\u753b\u306e\u96c6\u8a08\u3001\u4e0d\u8db3\u6570\u91cf\u306e\u8a08\u7b97\u3002**\u3053\u3053\u306f\u8a08\u7b97\u3067\u3042\u3063\u3066\u5224\u65ad\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** AI\u306b\u3055\u305b\u308b\u3068\u3001\u6570\u5b57\u304c\u5408\u308f\u306a\u304b\u3063\u305f\u3068\u304d\u306b\u539f\u56e0\u304c\u8ffd\u3048\u307e\u305b\u3093\u3002\n\n**AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u901a\u77e5\u306e\u7a2e\u985e\u306e\u5224\u5b9a | \u88fd\u9020\u4e2d\u6b62\uff0f\u4ed5\u69d8\u5909\u66f4\uff0f\u88fd\u9020\u5834\u6240\u306e\u5909\u66f4\uff0f\u4ee3\u66ff\u54c1\u6848\u5185\uff0f\u5bfe\u8c61\u5916\uff08\u4fa1\u683c\u6539\u5b9a\u306a\u3069\uff09 |\n| \u9805\u76ee\u306e\u62bd\u51fa | \u90e8\u54c1\u756a\u53f7\u3001\u4ed5\u5165\u5148\u306e\u578b\u756a\u3001\u6700\u7d42\u767a\u6ce8\u671f\u9650\u3001\u5207\u66ff\u4e88\u5b9a\u65e5\u3001\u4ee3\u66ff\u54c1\u306e\u578b\u756a |\n| \u90e8\u54c1\u756a\u53f7\u306e\u5bfe\u5fdc\u3065\u3051 | \u901a\u77e5\u306b\u66f8\u304b\u308c\u305f\u578b\u756a\u304c\u3001\u81ea\u793e\u306e\u3069\u306e\u90e8\u54c1\u756a\u53f7\u306b\u5f53\u305f\u308b\u304b |\n| \u5909\u66f4\u5185\u5bb9\u306e\u8981\u7d04 | \u300c\u5bf8\u6cd5\u304c\u5909\u308f\u308b\u300d\u300c\u6750\u8cea\u304c\u5909\u308f\u308b\u300d\u300c\u68b1\u5305\u5f62\u614b\u3060\u3051\u304c\u5909\u308f\u308b\u300d\u3092\u4e00\u6587\u3067 |\n| \u7dca\u6025\u5ea6\u306e\u4e00\u6b21\u5224\u5b9a | \u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u3068\u3001\u5909\u66f4\u304c\u88fd\u54c1\u306b\u53ca\u307c\u3059\u5ea6\u5408\u3044\u304b\u3089 |\n\n\u6700\u5f8c\u306e\u7dca\u6025\u5ea6\u306f**\u3042\u304f\u307e\u3067\u4e26\u3079\u66ff\u3048\u306e\u6750\u6599**\u3067\u3059\u3002\u7dca\u6025\u5ea6\u304c\u4f4e\u3044\u3068\u5224\u5b9a\u3055\u308c\u305f\u3082\u306e\u3092\u81ea\u52d5\u3067\u653e\u7f6e\u3059\u308b\u69cb\u6210\u306b\u306f\u3057\u307e\u305b\u3093\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u88fd\u9020\u696d\u306e\u8abf\u9054\u62c5\u5f53\u3092\u652f\u63f4\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u4ed5\u5165\u5148\u304b\u3089\u5c4a\u3044\u305f\u901a\u77e5\u3092\u8aad\u307f\u3001\u90e8\u54c1\u756a\u53f7\u30fb\u5909\u66f4\u533a\u5206\u30fb\u671f\u9650\u3092\u62bd\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u901a\u77e5\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u671f\u9650\u306e\u8a18\u8f09\u304c\u306a\u3051\u308c\u3070 deadline \u3092 null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u304a\u305d\u3089\u304f\u6708\u672b\u300d\u306e\u3088\u3046\u306a\u63a8\u6e2c\u3092\u5165\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u90e8\u54c1\u756a\u53f7\u306f\u3001\u901a\u77e5\u306b\u66f8\u304b\u308c\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e part_number_as_written \u306b\u5165\u308c\u3001\n  \u81ea\u793e\u90e8\u54c1\u756a\u53f7\u3078\u306e\u5bfe\u5fdc\u3065\u3051\u306f candidates \u306b\u5019\u88dc\u3068\u3057\u3066\u5217\u6319\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  1\u3064\u306b\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- 1\u901a\u306b\u8907\u6570\u306e\u90e8\u54c1\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u90e8\u54c1\u3054\u3068\u306b1\u4ef6\u305a\u3064\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5909\u66f4\u533a\u5206\u306f\u6b21\u304b\u3089\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\u5224\u65ad\u304c\u3064\u304b\u306a\u3044\u5834\u5408\u306f \"unknown\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  eol \/ spec_change \/ site_change \/ alternative \/ not_applicable\n- \u300c\u68b1\u5305\u5f62\u614b\u306e\u307f\u306e\u5909\u66f4\u300d\u300c\u30e9\u30d9\u30eb\u306e\u307f\u306e\u5909\u66f4\u300d\u306f spec_change \u3067\u306f\u306a\u304f\n  site_change \u3068\u3057\u3066\u6271\u3044\u3001\u305d\u306e\u65e8\u3092 note \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u539f\u6587\u306e\u8a72\u5f53\u7b87\u6240\u3092 evidence \u306b\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u8981\u7d04\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u30e1\u30fc\u30eb\u672c\u6587\u3011\n{mail_body}\n\n\u3010\u6dfb\u4ed8PDF\u306e\u30c6\u30ad\u30b9\u30c8\u3011\n{pdf_text}\n\n\u3010\u3053\u306e\u4ed5\u5165\u5148\u306e\u904e\u53bb\u306e\u901a\u77e5\uff08\u76f4\u8fd110\u4ef6\u306e\u66f8\u5f0f\uff09\u3011\n{past_notices}\n```\n\n**\u300c1\u3064\u306b\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u306e\u6307\u793a\u304c\u91cd\u8981\u3067\u3059\u3002** \u90e8\u54c1\u756a\u53f7\u306e\u5bfe\u5fdc\u3065\u3051\u3092AI\u306b\u65ad\u5b9a\u3055\u305b\u308b\u3068\u3001\u4f3c\u305f\u578b\u756a\u306e\u5225\u90e8\u54c1\u306b\u7d10\u3065\u3044\u305f\u5834\u5408\u306b\u3001\u307e\u3063\u305f\u304f\u95a2\u4fc2\u306e\u306a\u3044\u88fd\u54c1\u306e\u5f71\u97ff\u4e00\u89a7\u304c\u51fa\u307e\u3059\u3002\u5019\u88dc\u3092\u4e26\u3079\u3055\u305b\u3001\u7d5e\u308a\u8fbc\u307f\u306f\u6b63\u898f\u5316\u3057\u305f\u6587\u5b57\u5217\u306e\u4e00\u81f4\u3067\u6a5f\u68b0\u7684\u306b\u884c\u3044\u307e\u3059\u3002\n\n**\u904e\u53bb\u306e\u901a\u77e5\u309210\u4ef6\u6e21\u3059\u306e\u3082\u52b9\u304d\u307e\u3059\u3002** \u4ed5\u5165\u5148\u3054\u3068\u306b\u901a\u77e5\u306e\u66f8\u5f0f\u306f\u6c7a\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u540c\u3058\u66f8\u5f0f\u306e\u4f8b\u3092\u898b\u305b\u308b\u3068\u3001\u9805\u76ee\u306e\u53d6\u308a\u9055\u3048\u304c\u6e1b\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\nGemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3044\u3001\u6c7a\u3081\u305f\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002\u30b9\u30ad\u30fc\u30de\u306f `properties` \u3067\u30d7\u30ed\u30d1\u30c6\u30a3\u3092\u5b9a\u7fa9\u3057\u3001`required` \u3067\u5fc5\u9808\u9805\u76ee\u3092\u5217\u6319\u3057\u307e\u3059\u3002**\u975e\u5e38\u306b\u5927\u304d\u3044\u3001\u3042\u308b\u3044\u306f\u6df1\u304f\u30cd\u30b9\u30c8\u3057\u305f\u30b9\u30ad\u30fc\u30de\u306f\u62d2\u5426\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308b**\u305f\u3081\u30011\u56de\u306e\u547c\u3073\u51fa\u3057\u3067\u8fd4\u3055\u305b\u308b\u69cb\u9020\u306f\u6d45\u304f\u4fdd\u3061\u307e\u3059\u3002\n\n```json\n{\n  \"notices\": [\n    {\n      \"notice_type\": \"eol | spec_change | site_change | alternative | not_applicable | unknown\",\n      \"supplier_name\": \"\",\n      \"part_number_as_written\": \"\",\n      \"candidates\": [\n        { \"internal_part_no\": \"\", \"match_reason\": \"\" }\n      ],\n      \"deadline\": null,\n      \"switch_date\": null,\n      \"alternative_part_no\": \"\",\n      \"change_summary\": \"\",\n      \"evidence\": \"\",\n      \"confidence\": \"high | medium | low\"\n    }\n  ]\n}\n```\n\n\u5f71\u97ff\u306e\u8a08\u7b97\u7d50\u679c\u306f\u3001AI\u3067\u306f\u306a\u304f\u5f8c\u6bb5\u306e\u51e6\u7406\u304c\u4f5c\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"internal_part_no\": \"\",\n  \"affected_products\": [\n    {\n      \"product_no\": \"\",\n      \"qty_per_unit\": 0,\n      \"plan_12m\": 0,\n      \"required_by_deadline\": 0,\n      \"stock_on_hand\": 0,\n      \"on_order\": 0,\n      \"shortage\": 0\n    }\n  ],\n  \"total_shortage\": 0\n}\n```\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n\u3064\u306a\u304e\u5148\u306f3\u3064\u3067\u3059\u3002\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5171\u6709\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9 | Make \u306e\u30e1\u30fc\u30eb\u30b3\u30cd\u30af\u30bf | \u901a\u77e5\u306e\u53d6\u308a\u8fbc\u307f |\n| \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | API \u307e\u305f\u306f\u65e5\u6b21\u30a8\u30af\u30b9\u30dd\u30fc\u30c8 | \u90e8\u54c1\u8868\u30fb\u5728\u5eab\u30fb\u751f\u7523\u8a08\u753b\u306e\u53c2\u7167 |\n| Teams | Make \u306e\u30b3\u30cd\u30af\u30bf | \u5f71\u97ff\u4e00\u89a7\u306e\u901a\u77e5 |\n\n**\u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3057\u307e\u305b\u3093\u3002** \u767a\u6ce8\u306e\u8d77\u6848\u306f\u3001\u62c5\u5f53\u8005\u304c\u65e2\u5b58\u306e\u753b\u9762\u3067\u884c\u3044\u307e\u3059\u3002\u3053\u3053\u3092\u81ea\u52d5\u5316\u3059\u308b\u3068\u3001\u8aa4\u3063\u305f\u5f71\u97ff\u5224\u5b9a\u304c\u305d\u306e\u307e\u307e\u767a\u6ce8\u306b\u306a\u308a\u307e\u3059\u3002\n\nMake \u306e\u30b7\u30ca\u30ea\u30aa\u306f\u3001\u30a8\u30e9\u30fc\u3067\u6b62\u307e\u3063\u305f\u3068\u304d\u306e\u6271\u3044\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002Make \u306b\u306f\u3001\u30a8\u30e9\u30fc\u304c\u8d77\u304d\u305f\u30d0\u30f3\u30c9\u30eb\u3092\u3001\u81ea\u5206\u3067\u5b9a\u7fa9\u3057\u305f\u4ee3\u66ff\u306e\u51fa\u529b\u306b\u7f6e\u304d\u63db\u3048\u3066\u51e6\u7406\u3092\u7d9a\u3051\u308b Resume error handler \u304c\u3042\u308a\u307e\u3059\u3002**\u5728\u5eab\u7167\u4f1a\u304c1\u88fd\u54c1\u3060\u3051\u5931\u6557\u3057\u305f\u3068\u304d\u306b\u3001\u30b7\u30ca\u30ea\u30aa\u5168\u4f53\u3092\u6b62\u3081\u306a\u3044\u305f\u3081**\u306b\u3053\u308c\u3092\u4f7f\u3044\u307e\u3059\u3002\u7f6e\u304d\u63db\u3048\u305f\u5024\u306b\u306f\u300c\u53d6\u5f97\u5931\u6557\u300d\u3068\u5206\u304b\u308b\u5370\u3092\u5165\u308c\u3001\u4e00\u89a7\u4e0a\u3067\u4eba\u304c\u6c17\u3065\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5168\u4ef6\u3001\u4eba\u304c\u5224\u65ad\u3057\u307e\u3059\u3002\u5bfe\u5fdc\u3092\u81ea\u52d5\u3067\u6c7a\u3081\u308b\u69cb\u6210\u306b\u306f\u3057\u307e\u305b\u3093\u3002**\n\n\u7406\u7531\u306f\u3001\u5bfe\u5fdc\u306e\u9078\u629e\u80a2\u304c\u72b6\u6cc1\u3067\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002\u540c\u3058\u88fd\u9020\u4e2d\u6b62\u3067\u3082\u3001\u6700\u7d42\u767a\u6ce8\u3067\u6570\u5e74\u5206\u3092\u8cb7\u3046\u306e\u304b\u3001\u4ee3\u66ff\u54c1\u306b\u5207\u308a\u66ff\u3048\u308b\u306e\u304b\u3001\u8a2d\u8a08\u5909\u66f4\u3059\u308b\u306e\u304b\u306f\u3001\u88fd\u54c1\u306e\u6b8b\u5b58\u671f\u9593\u3068\u5728\u5eab\u8cbb\u7528\u3068\u8a55\u4fa1\u5de5\u6570\u3092\u5929\u79e4\u306b\u304b\u3051\u3066\u6c7a\u3081\u307e\u3059\u3002\u3053\u306e\u5224\u65ad\u6750\u6599\u306f\u90e8\u54c1\u8868\u306e\u5916\u306b\u3042\u308a\u307e\u3059\u3002\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u4e00\u89a7\u3092**\u671f\u9650\u306e\u8fd1\u3044\u9806**\u306b\u4e26\u3079\u308b\n- \u4e0d\u8db3\u6570\u91cf\u304c0\u306e\u90e8\u54c1\uff08\u5728\u5eab\u3067\u8db3\u308a\u308b\uff09\u3092\u4e0b\u306b\u9001\u308b\n- `confidence` \u304c\u4f4e\u3044\u62bd\u51fa\u7d50\u679c\u3068\u3001\u90e8\u54c1\u756a\u53f7\u306e\u5019\u88dc\u304c2\u3064\u4ee5\u4e0a\u3042\u308b\u4ef6\u306b\u5370\u3092\u4ed8\u3051\u308b\n- \u5f71\u97ff\u88fd\u54c1\u304c0\u4ef6\u3060\u3063\u305f\u901a\u77e5\u3082**\u5fc5\u305a\u4e00\u89a7\u306b\u6b8b\u3059**\uff08\u5bfe\u5fdc\u3065\u3051\u304c\u5931\u6557\u3057\u305f\u3060\u3051\u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\uff09\n\n\u6700\u5f8c\u306e\u9805\u76ee\u304c\u91cd\u8981\u3067\u3059\u3002\u300c\u5f71\u97ff\u306a\u3057\u300d\u3068\u300c\u5bfe\u5fdc\u3065\u3051\u306b\u5931\u6557\u3057\u305f\u300d\u306f\u898b\u305f\u76ee\u304c\u540c\u3058\u306b\u306a\u308a\u307e\u3059\u3002**\u533a\u5225\u3067\u304d\u306a\u3044\u3068\u3001\u5371\u967a\u306a\u307b\u3046\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u90e8\u54c1\u756a\u53f7\u304c\u81ea\u793e\u30de\u30b9\u30bf\u306b\u898b\u3064\u304b\u3089\u306a\u3044 | \u5f71\u97ff\u4e00\u89a7\u3092\u4f5c\u3089\u305a\u3001\u300c\u5bfe\u5fdc\u3065\u3051\u4e0d\u80fd\u300d\u3068\u3057\u3066\u4eba\u3078\u56de\u3059\u3002**\u300c\u5f71\u97ff\u306a\u3057\u300d\u3068\u8868\u793a\u3057\u306a\u3044** |\n| \u5019\u88dc\u304c\u8907\u6570\u3042\u308b | \u5019\u88dc\u3092\u4e26\u3079\u3066\u4eba\u306b\u9078\u3070\u305b\u308b\u3002\u81ea\u52d5\u30671\u3064\u306b\u6c7a\u3081\u306a\u3044 |\n| \u6dfb\u4ed8PDF\u304c\u30b9\u30ad\u30e3\u30f3\u753b\u50cf\u3067\u30c6\u30ad\u30b9\u30c8\u304c\u53d6\u308c\u306a\u3044 | AI\u306e\u753b\u50cf\u5165\u529b\u306b\u6e21\u3059\u3002\u305d\u308c\u3067\u3082\u8aad\u3081\u306a\u3051\u308c\u3070\u4eba\u3078\u56de\u3059 |\n| 1\u901a\u306b\u90e8\u54c1\u304c50\u70b9\u4e26\u3093\u3067\u3044\u308b | \u90e8\u54c1\u3054\u3068\u306b\u5206\u5272\u3057\u3066\u51e6\u7406\u3059\u308b\u3002\u4e00\u89a7\u306f1\u901a\u5358\u4f4d\u3067\u307e\u3068\u3081\u3066\u51fa\u3059 |\n| \u671f\u9650\u306e\u8a18\u8f09\u304c\u306a\u3044 | `deadline` \u3092 null \u306b\u3057\u3066\u4eba\u3078\u56de\u3059\u3002\u4ed5\u5165\u5148\u3078\u306e\u78ba\u8a8d\u3092\u4fc3\u3059\u6587\u9762\u3092\u6dfb\u3048\u308b |\n| \u540c\u3058\u901a\u77e5\u304c\u8907\u6570\u306e\u5b9b\u5148\u306b\u5c4a\u304f | \u4ed5\u5165\u5148\uff0b\u90e8\u54c1\u756a\u53f7\uff0b\u901a\u77e5\u65e5\u3067\u91cd\u8907\u3092\u691c\u51fa\u3057\u30011\u4ef6\u306b\u307e\u3068\u3081\u308b |\n| \u5728\u5eab\u7167\u4f1a\u304c\u5931\u6557\u3059\u308b | Resume error handler \u3067\u300c\u53d6\u5f97\u5931\u6557\u300d\u306e\u5024\u306b\u7f6e\u304d\u63db\u3048\u3001\u51e6\u7406\u3092\u7d9a\u3051\u308b\u3002\u4e00\u89a7\u306b\u5370\u3092\u6b8b\u3059 |\n| \u90e8\u54c1\u8868\u306e\u968e\u5c64\u304c\u6df1\u304f\u3001\u5c55\u958b\u304c\u7d42\u308f\u3089\u306a\u3044 | \u5c55\u958b\u306e\u6df1\u3055\u306b\u4e0a\u9650\u3092\u8a2d\u3051\u3001\u8d85\u3048\u305f\u3089\u4eba\u3078\u56de\u3059\u3002\u7121\u9650\u30eb\u30fc\u30d7\u3092\u9632\u3050 |\n| \u901a\u77e5\u3067\u306f\u306a\u3044\u30e1\u30fc\u30eb\uff08\u4fa1\u683c\u6539\u5b9a\u306a\u3069\uff09\u3092\u62fe\u3046 | \u9078\u5225\u306e\u6bb5\u968e\u3067\u9664\u304f\u3002\u9664\u3044\u305f\u3082\u306e\u306e\u4e00\u89a7\u3092\u9031\u6b21\u3067\u4eba\u304c\u898b\u3066\u3001\u8aa4\u3063\u3066\u9664\u3044\u3066\u3044\u306a\u3044\u304b\u78ba\u8a8d\u3059\u308b |\n| \u4ed5\u5165\u5148\u30dd\u30fc\u30bf\u30eb\u306b\u3057\u304b\u51fa\u306a\u3044\u901a\u77e5 | \u3053\u306e\u69cb\u6210\u306e\u5bfe\u8c61\u5916\u3002\u5bfe\u8c61\u306e\u4ed5\u5165\u5148\u3092\u4e00\u89a7\u306b\u3057\u3066\u3001\u90311\u56de\u4eba\u304c\u898b\u308b\u904b\u7528\u3092\u6b8b\u3059 |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u53d7\u4fe1\u3057\u305f\u901a\u77e5\uff08\u30e1\u30fc\u30eb\u672c\u6587\u3068\u6dfb\u4ed8\u306e\u539f\u672c\uff09\n- AI\u304c\u62bd\u51fa\u3057\u305f\u9805\u76ee\u3068 `evidence`\u3001`confidence`\n- \u90e8\u54c1\u756a\u53f7\u306e\u5bfe\u5fdc\u3065\u3051\u306e\u7d50\u679c\u3068\u3001\u4eba\u304c\u9078\u3073\u76f4\u3057\u305f\u304b\u3069\u3046\u304b\n- \u5f71\u97ff\u4e00\u89a7\uff08\u8a08\u7b97\u306b\u4f7f\u3063\u305f\u5728\u5eab\u30fb\u8a08\u753b\u306e\u5024\u3068\u3001\u53d6\u5f97\u3057\u305f\u65e5\u6642\uff09\n- **\u4eba\u304c\u6c7a\u3081\u305f\u5bfe\u5fdc\uff08\u6700\u7d42\u767a\u6ce8\uff0f\u4ee3\u66ff\u54c1\u8a55\u4fa1\uff0f\u8a2d\u8a08\u5909\u66f4\uff0f\u5bfe\u5fdc\u4e0d\u8981\uff09\u3068\u3001\u305d\u306e\u7406\u7531**\n- \u671f\u9650\u307e\u3067\u306e\u6b8b\u65e5\u6570\u3068\u3001\u30ea\u30de\u30a4\u30f3\u30c9\u3092\u9001\u3063\u305f\u8a18\u9332\n\n4\u3064\u76ee\u3067\u300c\u8a08\u7b97\u306b\u4f7f\u3063\u305f\u5024\u3068\u53d6\u5f97\u65e5\u6642\u300d\u3092\u6b8b\u3059\u306e\u304c\u8981\u3067\u3059\u3002\u5f8c\u304b\u3089\u300c\u306a\u305c\u3053\u306e\u6570\u91cf\u3067\u767a\u6ce8\u3057\u305f\u306e\u304b\u300d\u3092\u554f\u308f\u308c\u305f\u3068\u304d\u306b\u3001**\u5f53\u6642\u306e\u5728\u5eab\u3068\u8a08\u753b\u3092\u518d\u73fe\u3067\u304d\u306a\u3044\u3068\u8aac\u660e\u304c\u3067\u304d\u307e\u305b\u3093\u3002**\n\n\u5bfe\u5fdc\u306e\u8a18\u9332\u306f\u3001\u901a\u77e5\u306e\u671f\u9650\u304b\u3089\u6700\u4f4e\u3067\u30825\u5e74\u306f\u4fdd\u5b58\u3057\u307e\u3059\u3002\u88fd\u9020\u4e2d\u6b62\u306e\u5224\u65ad\u306f\u3001\u6570\u5e74\u5f8c\u306b\u300c\u306a\u305c\u3042\u306e\u3068\u304d\u8cb7\u308f\u306a\u304b\u3063\u305f\u306e\u304b\u300d\u3068\u632f\u308a\u8fd4\u3089\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002","minimal_setup":"1. \u76f4\u8fd13\u304b\u6708\u306b\u5c4a\u3044\u305f\u901a\u77e5\u309220\u4ef6\u96c6\u3081\u308b\uff08\u88fd\u9020\u4e2d\u6b62\u3068\u4ed5\u69d8\u5909\u66f4\u3092\u6df7\u305c\u308b\uff09\n2. PDF\u306e\u30c6\u30ad\u30b9\u30c8\u3092AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u4ed8\u3051\u3001\u300c\u90e8\u54c1\u756a\u53f7\u30fb\u5909\u66f4\u533a\u5206\u30fb\u6700\u7d42\u767a\u6ce8\u671f\u9650\u3092\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u7a7a\u6b04\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n3. \u51fa\u3066\u304d\u305f\u8868\u3092\u3001\u5f53\u6642\u306e\u5bfe\u5fdc\u8a18\u9332\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n4. 20\u4ef6\u306e\u3046\u3061\u3001\u90e8\u54c1\u756a\u53f7\u3068\u671f\u9650\u304c\u6b63\u3057\u304f\u53d6\u308c\u305f\u306e\u304c\u4f55\u4ef6\u304b\u3092\u6570\u3048\u308b\n\n**\u3053\u306e\u691c\u8a3c\u3060\u3051\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u62bd\u51fa\u306e\u7cbe\u5ea6\u306f\u3001\u4ed5\u5165\u5148\u304c\u4f7f\u3046\u901a\u77e5\u306e\u66f8\u5f0f\u306b\u5f37\u304f\u4f9d\u5b58\u3057\u307e\u3059\u3002\u6d77\u5916\u306e\u4ed5\u5165\u5148\u304b\u3089\u306e\u82f1\u6587\u901a\u77e5\u304c\u591a\u3044\u5834\u5408\u3068\u3001\u56fd\u5185\u4ed5\u5165\u5148\u306e\u5b9a\u578b\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u304c\u591a\u3044\u5834\u5408\u3067\u306f\u3001\u7d50\u679c\u304c\u307e\u3063\u305f\u304f\u9055\u3044\u307e\u3059\u3002\n\n\u5224\u65ad\u306e\u76ee\u5b89\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u90e8\u54c1\u756a\u53f7\u3068\u671f\u9650\u306e\u6b63\u89e3\u7387 | \u5224\u65ad |\n|:--|:--|\n| 9\u5272\u4ee5\u4e0a | \u81ea\u52d5\u5316\u3059\u308b\u4fa1\u5024\u304c\u3042\u308b |\n| 7\u301c9\u5272 | \u4e3b\u8981\u4ed5\u5165\u514820\u793e\u306b\u7d5e\u3063\u3066\u59cb\u3081\u308b\u3002\u6b8b\u308a\u306f\u4eba\u304c\u8aad\u3080 |\n| 7\u5272\u672a\u6e80 | \u62bd\u51fa\u3088\u308a\u5148\u306b\u3001\u90e8\u54c1\u30de\u30b9\u30bf\u306e\u300c\u4ed5\u5165\u5148\u578b\u756a\u300d\u6b04\u3092\u6574\u5099\u3059\u308b |\n\n**\u3042\u308f\u305b\u3066\u3001\u90e8\u54c1\u8868\u306e\u9006\u5c55\u958b\u304c\u4f55\u79d2\u3067\u7d42\u308f\u308b\u304b\u3082\u6e2c\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u90e8\u54c1\u70b9\u6570\u304c\u591a\u3044\u3068\u3001\u3053\u3053\u304c\u51e6\u7406\u6642\u9593\u306e\u307b\u3068\u3093\u3069\u3092\u5360\u3081\u307e\u3059\u30021\u4ef6\u306b5\u5206\u304b\u304b\u308b\u306a\u3089\u3001\u901a\u77e5\u304c\u96c6\u4e2d\u3057\u305f\u3068\u304d\u306b\u8a70\u307e\u308a\u307e\u3059\u3002","minimal_setup_short":"\u901a\u77e5\u306e\u30c6\u30ad\u30b9\u30c8\u3092AI\u306b\u8cbc\u308a\u4ed8\u3051\u3001\u9805\u76ee\u3092\u8868\u306b\u3059\u308b \uff0f \u8aad\u307f\u53d6\u308a\u306e\u307f","semi_auto_setup":"\u5171\u6709\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u76e3\u8996 \u2192 \u62bd\u51fa \u2192 \u90e8\u54c1\u756a\u53f7\u306e\u5019\u88dc\u63d0\u793a \u2192 \u4eba\u304c\u78ba\u5b9a \u2192 \u5f71\u97ff\u4e00\u89a7 \uff0f \u8aad\u307f\u53d6\u308a\u3068\u5f71\u97ff\u7bc4\u56f2\u306e\u7279\u5b9a","full_setup":"\u4e0a\u8a18\uff0b\u4e0d\u8db3\u6570\u91cf\u306e\u8a08\u7b97\uff0b\u5bfe\u5fdc\u53f0\u5e33\uff0b\u671f\u9650\u524d\u30ea\u30de\u30a4\u30f3\u30c9\uff0b\u9031\u6b21\u306e\u672a\u5bfe\u5fdc\u4e00\u89a7 \uff0f \u5224\u65ad\u4ee5\u5916\u306e\u3059\u3079\u3066","level_note":"**\u534a\u81ea\u52d5\u5316\u306e\u6642\u70b9\u3067\u300135\u5206\u304c20\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u90e8\u54c1\u8868\u3092\u305f\u3069\u308b\u4f5c\u696d\u304c\u6d88\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u672c\u683c\u69cb\u6210\u306b\u3059\u308b\u306812\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u4e0d\u8db3\u6570\u91cf\u306e\u8a08\u7b97\u3068\u5bfe\u5fdc\u53f0\u5e33\u306e\u4f5c\u308a\u8fbc\u307f\u304c\u5fc5\u8981\u3067\u3059\u3002\n**\u671f\u9650\u524d\u30ea\u30de\u30a4\u30f3\u30c9\u306f\u3001\u672c\u683c\u69cb\u6210\u307e\u3067\u5f85\u305f\u305a\u306b\u4f5c\u308b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002** \u5bfe\u5fdc\u3092\u6c7a\u3081\u305f\u5f8c\u3001\u5b9f\u969b\u306b\u767a\u6ce8\u3059\u308b\u307e\u3067\u306e\u9593\u306b\u5fd8\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002\u53f0\u5e33\u306b\u671f\u9650\u3092\u5165\u308c\u3066\u6bce\u671d\u30c1\u30a7\u30c3\u30af\u3059\u308b\u3060\u3051\u306e\u51e6\u7406\u306f\u3001\u534a\u65e5\u3067\u4f5c\u308c\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u90e8\u54c1\u756a\u53f7\u306e\u8868\u8a18\u304c\u4e00\u81f4\u305b\u305a\u3001\u5bfe\u5fdc\u3065\u3051\u3067\u304d\u306a\u3044 | \u30cf\u30a4\u30d5\u30f3\u30fb\u30b9\u30e9\u30c3\u30b7\u30e5\u30fb\u30b9\u30da\u30fc\u30b9\u3092\u9664\u3044\u305f\u6587\u5b57\u5217\u3067\u7a81\u304d\u5408\u308f\u305b\u308b\u3002\u90e8\u54c1\u30de\u30b9\u30bf\u306b\u300c\u4ed5\u5165\u5148\u578b\u756a\u300d\u6b04\u3092\u4f5c\u308b |\n| \u300c\u5f71\u97ff\u306a\u3057\u300d\u3068\u300c\u5bfe\u5fdc\u3065\u3051\u5931\u6557\u300d\u304c\u533a\u5225\u3067\u304d\u306a\u3044 | \u5f71\u97ff\u88fd\u54c10\u4ef6\u306e\u901a\u77e5\u3082\u5fc5\u305a\u4e00\u89a7\u306b\u6b8b\u3057\u3001\u7406\u7531\u3092\u660e\u8a18\u3059\u308b\u3002**\u3053\u3053\u3092\u8aa4\u308b\u3068\u898b\u843d\u3068\u3057\u304c\u8d77\u304d\u308b** |\n| \u90e8\u54c1\u8868\u306e\u9006\u5c55\u958b\u304c\u9045\u3044 | \u90e8\u54c1\u8868\u3092\u4e8b\u524d\u306b\u5c55\u958b\u3057\u305f\u8868\uff08\u90e8\u54c1\u2192\u6700\u7d42\u88fd\u54c1\uff09\u3092\u591c\u9593\u306b\u4f5c\u3063\u3066\u304a\u304f\u3002\u90fd\u5ea6\u305f\u3069\u3089\u306a\u3044 |\n| 1\u3064\u306e\u90e8\u54c1\u304c\u6570\u5341\u88fd\u54c1\u306b\u4f7f\u308f\u308c\u3001\u4e00\u89a7\u304c\u9577\u304f\u306a\u308b | \u751f\u7523\u8a08\u753b\u306b\u5165\u3063\u3066\u3044\u308b\u88fd\u54c1\u3060\u3051\u3092\u4e0a\u306b\u51fa\u3059\u3002\u8a08\u753b\u306e\u306a\u3044\u88fd\u54c1\u306f\u6298\u308a\u305f\u305f\u3080 |\n| \u4fa1\u683c\u6539\u5b9a\u306e\u6848\u5185\u307e\u3067\u62fe\u3063\u3066\u3057\u307e\u3046 | \u4ef6\u540d\u3068\u672c\u6587\u5192\u982d\u3067\u4e00\u6b21\u9078\u5225\u3059\u308b\u3002\u9664\u3044\u305f\u3082\u306e\u306e\u4e00\u89a7\u3092\u9031\u6b21\u3067\u4eba\u304c\u78ba\u8a8d\u3059\u308b |\n| \u671f\u9650\u306e\u306a\u3044\u901a\u77e5\u304c\u591a\u3044 | `deadline` \u3092 null \u306b\u3057\u3066\u4eba\u3078\u56de\u3059\u3002\u4ed5\u5165\u5148\u3078\u671f\u9650\u3092\u78ba\u8a8d\u3059\u308b\u6587\u9762\u3092\u81ea\u52d5\u3067\u7528\u610f\u3059\u308b |\n| \u6d77\u5916\u4ed5\u5165\u5148\u306e\u82f1\u6587\u901a\u77e5\u3067\u62bd\u51fa\u304c\u843d\u3061\u308b | \u4ed5\u5165\u5148\u3054\u3068\u306b\u904e\u53bb\u306e\u901a\u77e5\u4f8b\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u6e21\u3059\u3002\u8a00\u8a9e\u3067\u5206\u3051\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u7528\u610f\u3059\u308b |\n| \u30b7\u30ca\u30ea\u30aa\u304c\u9014\u4e2d\u3067\u6b62\u307e\u308a\u3001\u4e00\u90e8\u3060\u3051\u51e6\u7406\u3055\u308c\u308b | Resume error handler \u3067\u4ee3\u66ff\u5024\u306b\u7f6e\u304d\u63db\u3048\u3001\u51e6\u7406\u3092\u7d9a\u3051\u308b\u3002\u7f6e\u304d\u63db\u3048\u305f\u7b87\u6240\u3092\u4e00\u89a7\u306b\u660e\u793a\u3059\u308b |\n| \u540c\u3058\u901a\u77e5\u3092\u4e8c\u91cd\u306b\u51e6\u7406\u3059\u308b | \u4ed5\u5165\u5148\uff0b\u90e8\u54c1\u756a\u53f7\uff0b\u901a\u77e5\u65e5\u3092\u9375\u306b\u3057\u3066\u91cd\u8907\u3092\u691c\u51fa\u3059\u308b |\n| \u5bfe\u5fdc\u3092\u6c7a\u3081\u305f\u5f8c\u3001\u767a\u6ce8\u3092\u5fd8\u308c\u308b | \u53f0\u5e33\u306b\u671f\u9650\u3092\u6301\u3061\u3001\u6bce\u671d\u306e\u672a\u5bfe\u5fdc\u4e00\u89a7\u306b\u51fa\u3059\u3002\u5bfe\u5fdc\u6e08\u307f\u306b\u3059\u308b\u307e\u3067\u6d88\u3048\u306a\u3044\u3088\u3046\u306b\u3059\u308b |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u4ed5\u5165\u5148\u540d\u3001\u90e8\u54c1\u756a\u53f7\u3001\u8abf\u9054\u4fa1\u683c\u306f\u542b\u3081\u306a\u3044\u3068\u3057\u3066\u3082\u3001**\u81ea\u793e\u304c\u3069\u306e\u90e8\u54c1\u3092\u3069\u306e\u88fd\u54c1\u306b\u4f7f\u3063\u3066\u3044\u308b\u304b\u3068\u3044\u3046\u8a2d\u8a08\u60c5\u5831**\u304c\u542b\u307e\u308c\u307e\u3059\u3002\n\n1. **\u5916\u90e8AI\u3078\u306e\u5165\u529b\u53ef\u5426** \u2026 \u90e8\u54c1\u8868\u306f\u81ea\u793e\u88fd\u54c1\u306e\u69cb\u6210\u305d\u306e\u3082\u306e\u3067\u3059\u3002**AI\u306b\u6e21\u3059\u306e\u306f\u901a\u77e5\u306e\u672c\u6587\u3068PDF\u307e\u3067\u3068\u3057\u3001\u90e8\u54c1\u8868\u3068\u751f\u7523\u8a08\u753b\u306f\u5916\u90e8\u306b\u51fa\u3055\u306a\u3044\u8a2d\u8a08\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u5f71\u97ff\u7bc4\u56f2\u306e\u8a08\u7b97\u306f\u81ea\u793e\u306e\u74b0\u5883\u5185\u3067\u884c\u3044\u307e\u3059\n2. **\u4ed5\u5165\u5148\u3068\u306e\u79d8\u5bc6\u4fdd\u6301** \u2026 \u901a\u77e5\u306b\u306f\u4ed5\u5165\u5148\u306e\u751f\u7523\u8a08\u753b\u306b\u95a2\u3059\u308b\u60c5\u5831\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u4ed5\u5165\u5148\u3068\u306e\u79d8\u5bc6\u4fdd\u6301\u5951\u7d04\u306b\u3001\u7b2c\u4e09\u8005\u306e\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u5165\u529b\u304c\u62b5\u89e6\u3057\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\n3. **\u5b66\u7fd2\u5229\u7528** \u2026 \u5165\u529b\u3092\u5b66\u7fd2\u306b\u4f7f\u308f\u306a\u3044\u3053\u3068\u304c\u5951\u7d04\u3067\u4fdd\u8a3c\u3055\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3073\u307e\u3059\n4. **\u30a2\u30af\u30bb\u30b9\u6a29\u9650** \u2026 \u5f71\u97ff\u4e00\u89a7\u306b\u306f\u751f\u7523\u8a08\u753b\u6570\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u95b2\u89a7\u3067\u304d\u308b\u7bc4\u56f2\u3092\u8cfc\u8cb7\u30fb\u751f\u7523\u6280\u8853\u30fb\u751f\u7523\u7ba1\u7406\u306b\u9650\u5b9a\u3057\u307e\u3059\n5. **\u81ea\u52d5\u5b9f\u884c\u3057\u3066\u3088\u3044\u7bc4\u56f2** \u2026 \u767a\u6ce8\u306e\u8d77\u6848\u3068\u78ba\u5b9a\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002**\u4e0d\u8db3\u6570\u91cf\u304c\u81ea\u52d5\u8a08\u7b97\u3055\u308c\u308b\u3053\u3068\u3068\u3001\u81ea\u52d5\u3067\u767a\u6ce8\u3055\u308c\u308b\u3053\u3068\u306f\u5225\u3067\u3059\u3002** \u8aa4\u3063\u305f\u5bfe\u5fdc\u3065\u3051\u304c\u305d\u306e\u307e\u307e\u767a\u6ce8\u306b\u306a\u308b\u69cb\u6210\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001\u5f71\u97ff\u88fd\u54c1\u306e\u53d6\u308a\u3053\u307c\u3057\u306b\u3088\u308b\u751f\u7523\u505c\u6b62\u3068\u3001\u8aa4\u3063\u305f\u5bfe\u5fdc\u3065\u3051\u306b\u3088\u308b\u4e0d\u8981\u306a\u767a\u6ce8\u3067\u3059\u3002\u524d\u8005\u306f\u300c\u5bfe\u5fdc\u3065\u3051\u5931\u6557\u3092\u5f71\u97ff\u306a\u3057\u3068\u8868\u793a\u3057\u306a\u3044\u300d\u8a2d\u8a08\u3067\u9632\u304e\u3001\u5f8c\u8005\u306f\u4eba\u306e\u78ba\u8a8d\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u96fb\u5b50\u90e8\u54c1\u30fb\u6a5f\u69cb\u90e8\u54c1\u3092\u6570\u5343\u70b9\u4ee5\u4e0a\u8abf\u9054\u3057\u3066\u304a\u308a\u3001\u4ed5\u5165\u5148\u304b\u3089\u306e\u88fd\u9020\u4e2d\u6b62\u901a\u77e5\u3084\u4ed5\u69d8\u5909\u66f4\u901a\u77e5\u304c\u670830\u4ef6\u4ee5\u4e0a\u5c4a\u304f\u4f01\u696d\u3002\u90e8\u54c1\u8868\uff08BOM\uff09\u304c\u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3084ERP\u3067\u7ba1\u7406\u3055\u308c\u3066\u304a\u308a\u3001\u90e8\u54c1\u756a\u53f7\u3067\u88fd\u54c1\u3092\u305f\u3069\u308c\u308b\u5834\u5408\u3002\u6700\u7d42\u8cfc\u5165\u306e\u671f\u9650\u304c\u5207\u3089\u308c\u308b\u901a\u77e5\u304c\u591a\u304f\u3001\u5bfe\u5fdc\u304c\u9045\u308c\u308b\u3068\u751f\u7523\u304c\u6b62\u307e\u308b\u696d\u7a2e\u3002","not_recommended_for":"\u8abf\u9054\u3059\u308b\u90e8\u54c1\u304c\u6570\u5341\u70b9\u3067\u3001\u901a\u77e5\u304c\u5e74\u306b\u6570\u4ef6\u3057\u304b\u306a\u3044\u5834\u5408\u3002\u90e8\u54c1\u8868\u304c\u7d19\u3084\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u500b\u4eba\u7ba1\u7406\u3055\u308c\u3066\u304a\u308a\u3001\u90e8\u54c1\u756a\u53f7\u304b\u3089\u88fd\u54c1\u3092\u305f\u3069\u308c\u306a\u3044\u5834\u5408\u3002\u4ed5\u5165\u5148\u304c\u6570\u793e\u306b\u9650\u3089\u308c\u3001\u5909\u66f4\u306e\u9023\u7d61\u304c\u96fb\u8a71\u3067\u6765\u308b\u904b\u7528\u306e\u5834\u5408\u3002","first_step":"**1\u9031\u76ee\uff1a20\u4ef6\u3067\u62bd\u51fa\u306e\u7cbe\u5ea6\u3092\u6e2c\u308b**\n\n\u76f4\u8fd13\u304b\u6708\u306e\u901a\u77e520\u4ef6\u3092AI\u306b\u8aad\u307e\u305b\u3001\u90e8\u54c1\u756a\u53f7\u3068\u671f\u9650\u304c\u6b63\u3057\u304f\u53d6\u308c\u308b\u304b\u3092\u6e2c\u308a\u307e\u3059\u3002**\u3042\u308f\u305b\u3066\u3001\u90e8\u54c1\u30de\u30b9\u30bf\u306b\u300c\u4ed5\u5165\u5148\u578b\u756a\u300d\u306e\u6b04\u304c\u3042\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u306a\u3051\u308c\u3070\u3001\u305d\u3053\u304b\u3089\u59cb\u3081\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a\u90e8\u54c1\u8868\u306e\u9006\u5c55\u958b\u3092\u4f5c\u308b**\n\n\u90e8\u54c1\u2192\u6700\u7d42\u88fd\u54c1\u306e\u5bfe\u5fdc\u8868\u3092\u3001\u591c\u9593\u30d0\u30c3\u30c1\u3067\u4f5c\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u3053\u308c\u304c1\u4ef65\u5206\u304b\u304b\u308b\u3088\u3046\u3060\u3068\u904b\u7528\u306b\u4e57\u308a\u307e\u305b\u3093\u3002\u4e8b\u524d\u306b\u5c55\u958b\u3057\u305f\u8868\u3092\u6301\u3064\u5f62\u306b\u3057\u307e\u3059\u3002**\u3053\u306e\u90e8\u5206\u304c\u3044\u3061\u3070\u3093\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002**\n\n**3\u301c4\u9031\u76ee\uff1a\u534a\u81ea\u52d5\u5316\u3092\u4f5c\u308b**\n\n\u5171\u6709\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u306e\u76e3\u8996\u304b\u3089\u5f71\u97ff\u4e00\u89a7\u306e\u51fa\u529b\u307e\u3067\u3092\u4f5c\u308a\u3001\u62c5\u5f53\u80051\u540d\u304c1\u304b\u6708\u4f7f\u3044\u307e\u3059\u300235\u5206\u304c\u4f55\u5206\u306b\u306a\u308b\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002\u4e0d\u8db3\u6570\u91cf\u306e\u8a08\u7b97\u306f\u307e\u3060\u4f5c\u308a\u307e\u305b\u3093\u3002\n\n**2\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u524a\u6e1b\u52b9\u679c\u304c\u78ba\u8a8d\u3067\u304d\u305f\u3089\u3001\u4e0d\u8db3\u6570\u91cf\u306e\u8a08\u7b97\u3068\u5bfe\u5fdc\u53f0\u5e33\u3001\u671f\u9650\u524d\u30ea\u30de\u30a4\u30f3\u30c9\u3092\u8db3\u3057\u307e\u3059\u3002\u4e26\u884c\u3057\u3066\u3001\u5bfe\u5fdc\u3065\u3051\u306b\u5931\u6557\u3057\u305f\u901a\u77e5\u3092\u898b\u306a\u304c\u3089\u3001\u90e8\u54c1\u30de\u30b9\u30bf\u306e\u4ed5\u5165\u5148\u578b\u756a\u6b04\u3092\u57cb\u3081\u3066\u3044\u304d\u307e\u3059\u3002\n\n---","related_usecases":["UC-0109","UC-0099","UC-0031","UC-0043"],"related_articles":[{"id":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"},{"id":3912,"slug":"factcheck-taisei-content-ai","title":"\u8a18\u4e8b\u306e\u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af5\u5de5\u7a0b\uff5c\u8aa4\u60c5\u5831\u3092\u4e16\u306b\u51fa\u3055\u306a\u3044"},{"id":5698,"slug":"roei-hokoku-tejun","title":"\u60c5\u5831\u304c\u6f0f\u308c\u305f\u3068\u304d\u306b\u52d5\u304f5\u5de5\u7a0b\uff5c\u5831\u544a\u3068\u901a\u77e5\u306e\u671f\u9650\u3092\u77e5\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Make \u306e\u30d5\u30ed\u30fc\u5236\u5fa1\u306b\u3001\u914d\u5217\u3092\u4e00\u9023\u306e\u30d0\u30f3\u30c9\u30eb\u306b\u5909\u63db\u3059\u308b Iterator \u3068\u3001\u8907\u6570\u306e\u30d0\u30f3\u30c9\u30eb\u30921\u3064\u306b\u307e\u3068\u3081\u308b Array aggregator \u304c\u3042\u308b\u3053\u3068 | [Make: Flow control](https:\/\/help.make.com\/flow-control) | 2026-09-22 |\n| Make \u306e Resume error handler \u304c\u3001\u30a8\u30e9\u30fc\u306e\u8d77\u304d\u305f\u30d0\u30f3\u30c9\u30eb\u3092\u81ea\u5206\u3067\u5b9a\u7fa9\u3057\u305f\u4ee3\u66ff\u306e\u51fa\u529b\u306b\u7f6e\u304d\u63db\u3048\u3001\u30b7\u30ca\u30ea\u30aa\u306e\u6b8b\u308a\u3092\u7d9a\u884c\u3055\u305b\u308b\u3053\u3068\u3002Skip error handler \u3068\u9055\u3044\u3001\u30d0\u30f3\u30c9\u30eb\u304c\u30d5\u30ed\u30fc\u304b\u3089\u9664\u304b\u308c\u306a\u3044\u3053\u3068 | [Make: Resume error handler](https:\/\/help.make.com\/resume-error-handler) | 2026-09-22 |\n| Gemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001`properties` \u3068 `required` \u3092\u6301\u3064\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002\u975e\u5e38\u306b\u5927\u304d\u3044\u3001\u3042\u308b\u3044\u306f\u6df1\u304f\u30cd\u30b9\u30c8\u3057\u305f\u30b9\u30ad\u30fc\u30de\u306f\u62d2\u5426\u3055\u308c\u308b\u5834\u5408\u304c\u3042\u308b\u3053\u3068 | [Google: Structured output](https:\/\/ai.google.dev\/gemini-api\/docs\/structured-output) | 2026-09-22 |\n\n\u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u90e8\u54c1\u8868\u306e\u9006\u5c55\u958b\u3001\u5728\u5eab\u30fb\u751f\u7523\u8a08\u753b\u306e\u53d6\u5f97\u65b9\u6cd5\u306f\u88fd\u54c1\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002**\u3053\u306e\u90e8\u5206\u306f\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002** 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