{"id":14523,"date":"2026-10-07T09:04:19","date_gmt":"2026-10-07T00:04:19","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/inspection-voice-log\/"},"modified":"2026-10-07T09:04:19","modified_gmt":"2026-10-07T00:04:19","slug":"inspection-voice-log","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/inspection-voice-log\/","title":{"rendered":"\u5165\u8377\u691c\u54c1\u3067\u4f5c\u696d\u8005\u304c\u8aad\u307f\u4e0a\u3052\u305f\u54c1\u756a\u30fb\u6570\u91cf\u30fb\u30ed\u30c3\u30c8\u3092\u97f3\u58f0\u3067\u8a18\u9332\u3057\u3001\u5165\u8377\u4e88\u5b9a\u3068\u306e\u5dee\u3092\u305d\u306e\u5834\u3067\u62fe\u3046"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u5165\u8377\u691c\u54c1\u306e\u4f5c\u696d\u8005\u304c\u3001\u7bb1\u3092\u624b\u306b\u3057\u305f\u307e\u307e\u54c1\u756a\u30fb\u6570\u91cf\u30fb\u30ed\u30c3\u30c8\u30fb\u7570\u5e38\u3092\u58f0\u3067\u8aad\u307f\u4e0a\u3052\u307e\u3059\u3002\u305d\u306e\u58f0\u3092\u6587\u5b57\u306b\u3057\u3066\u691c\u54c1\u8a18\u9332\u306e\u9805\u76ee\u306b\u53d6\u308a\u51fa\u3057\u3001\u5165\u8377\u4e88\u5b9a\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u3001\u6570\u91cf\u3084\u30ed\u30c3\u30c8\u306e\u9055\u3044\u3092\u305d\u306e\u5834\u3067\u4f5c\u696d\u8005\u306b\u8fd4\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0598","platform_main":"Azure AI","publish_date":"","last_updated":"2026-10-07","tech_verified_date":"2026-10-06","trigger":"**\u4f5c\u696d\u8005\u304c\u7aef\u672b\u3067\u5165\u8377\u4f1d\u7968\u3092\u9078\u3073\u3001\u691c\u54c1\u958b\u59cb\u3092\u62bc\u3057\u305f\u3068\u304d\u306b\u8a8d\u8b58\u3092\u59cb\u3081\u307e\u3059\u3002** \u5e38\u306b\u805e\u304d\u7d9a\u3051\u308b\u8a2d\u8a08\u306b\u306f\u3057\u307e\u305b\u3093\u3002\u5009\u5eab\u3067\u306f\u5468\u308a\u306e\u4f1a\u8a71\u3084\u30d5\u30a9\u30fc\u30af\u30ea\u30d5\u30c8\u306e\u8b66\u544a\u97f3\u3082\u62fe\u3046\u305f\u3081\u3001**\u691c\u54c1\u306e\u5bfe\u8c61\u3068\u6642\u9593\u3092\u533a\u5207\u3063\u305f\u307b\u3046\u304c\u3001\u8aa4\u3063\u3066\u8a18\u9332\u3055\u308c\u308b\u767a\u8a71\u304c\u6e1b\u308a\u307e\u3059\u3002**\n\n1\u884c\u305a\u3064\u306e\u533a\u5207\u308a\u306f\u3001\u767a\u8a71\u306e\u7d42\u308f\u308a\u3067\u3059\u3002Speech SDK \u306f\u672b\u5c3e\u306e\u7121\u97f3\u3067\u767a\u8a71\u306e\u7d42\u308f\u308a\u3092\u5224\u65ad\u3057\u3001\u78ba\u5b9a\u3057\u305f\u6587\u5b57\u3092 `Recognized` \u3068\u3057\u3066\u8fd4\u3057\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u306f\u3001\u78ba\u5b9a\u3057\u305f\u767a\u8a711\u3064\u3092\u300c\u691c\u54c1\u8a18\u9332\u306e1\u884c\u306e\u5019\u88dc\u300d\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002** \u9014\u4e2d\u306e\u63a8\u5b9a\uff08`Recognizing`\uff09\u306f\u753b\u9762\u306b\u8584\u304f\u8868\u793a\u3059\u308b\u3060\u3051\u3067\u3001\u5224\u5b9a\u306b\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002\n\n**\u3082\u3046\u4e00\u3064\u306e\u304d\u3063\u304b\u3051\u306f\u3001\u524d\u65e5\u591c\u306e\u5165\u8377\u4e88\u5b9a\u306e\u53d6\u308a\u8fbc\u307f\u3067\u3059\u3002** \u8377\u4e3b\u304b\u3089\u5c4a\u3044\u305fCSV\u3092WMS\u304c\u53d6\u308a\u8fbc\u3093\u3060\u3042\u3068\u3001\u7fcc\u65e5\u306e\u4f1d\u7968\u3054\u3068\u306b\u54c1\u756a\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u3001\u7aef\u672b\u306b\u914d\u308a\u307e\u3059\u3002**\u3053\u306e\u4e00\u89a7\u304c\u3001\u7fcc\u671d\u306e\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306b\u306a\u308a\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8aad\u307f\u4e0a\u3052\u306e\u97f3\u58f0 | \u4f5c\u696d\u8005\u306e\u30d8\u30c3\u30c9\u30bb\u30c3\u30c8\u306e\u30de\u30a4\u30af\u304b\u3089\u6d41\u3059\u97f3\u58f0 | \u691c\u54c1\u30a2\u30d7\u30ea |\n| \u8a8d\u8b58\u7d50\u679c | \u78ba\u5b9a\u3057\u305f\u6587\u5b57\u3001\u767a\u8a71\u306e\u958b\u59cb\u4f4d\u7f6e\u3068\u9577\u3055\u3001**\u4fe1\u983c\u5ea6**\u3001\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b | Azure AI Speech |\n| \u5165\u8377\u4e88\u5b9a | \u4f1d\u7968\u756a\u53f7\u3001\u884c\u756a\u53f7\u3001\u8377\u4e3b\u3001\u54c1\u756a\u3001\u54c1\u540d\u3001\u4e88\u5b9a\u6570\u91cf\u3001\u5358\u4f4d\uff08\u30b1\u30fc\u30b9\uff0f\u30d0\u30e9\uff09\u3001\u30ed\u30c3\u30c8\u6307\u5b9a\u306e\u6709\u7121 | WMS\u304b\u3089\u66f8\u304d\u51fa\u3057\u305fCSV |\n| \u54c1\u756a\u306e\u8aad\u307f\u65b9\u306e\u4e00\u89a7 | \u54c1\u756a\u3068\u3001\u73fe\u5834\u3067\u306e\u547c\u3073\u65b9\uff08\u300c\u30a8\u30fc\u30d3\u30fc\u30b7\u30fc\u300d\u300c\u30a8\u30fc\u30d9\u30fc\u30bb\u30fc\u300d\u306a\u3069\uff09 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n| \u7570\u5e38\u306e\u8a00\u8449\u306e\u4e00\u89a7 | \u300c\u5916\u7bb1\u3064\u3076\u308c\u300d\u300c\u6fe1\u308c\u300d\u300c\u30e9\u30d9\u30eb\u9055\u3044\u300d\u306a\u3069\u3001\u8a18\u9332\u306b\u4f7f\u3046\u8a00\u8449\u3068\u8a00\u3044\u63db\u3048\u306e\u5bfe\u5fdc | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e2\u3064\u3067\u3059\u3002** \u54c1\u756a\u306f\u3001\u540c\u3058\u300cABC-1207\u300d\u3067\u3082\u4eba\u306b\u3088\u3063\u3066\u8aad\u307f\u65b9\u304c\u9055\u3044\u307e\u3059\u3002**\u8aad\u307f\u65b9\u306e\u4e00\u89a7\u304c\u7121\u3044\u3068\u3001\u6587\u5b57\u306b\u306a\u3063\u305f\u300c\u30a8\u30fc\u30d3\u30fc\u30b7\u30fc \u3044\u3061\u306b\u30fc\u305c\u308d\u306a\u306a\u300d\u304c\u54c1\u756a\u306b\u623b\u305b\u307e\u305b\u3093\u3002** \u7570\u5e38\u306e\u8a00\u8449\u306e\u4e00\u89a7\u304c\u7121\u3044\u3068\u3001\u7b2c3\u7ae0\u306e\uff08d\uff09\u304c\u305d\u306e\u307e\u307e\u6b8b\u308a\u307e\u3059\u3002\n\n**\u4fe1\u983c\u5ea6\u306f\u3001Speech SDK \u306e\u8a73\u7d30\u306a\u7d50\u679c\u304b\u3089\u53d6\u308a\u307e\u3059\u3002** \u78ba\u5b9a\u3057\u305f\u7d50\u679c\u306b\u306f\u3001\u5019\u88dc\u306e\u4e00\u89a7\u3068\u3001\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6\u30fb\u8868\u793a\u7528\u306e\u6587\u5b57\u30fb\u6b63\u898f\u5316\u3057\u305f\u5f62\u304c\u4ed8\u304d\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u306f\u300c\u805e\u304d\u53d6\u308c\u305f\u304b\u300d\u306e\u5224\u65ad\u3092\u3053\u306e\u6570\u5024\u306b\u7f6e\u304d\u307e\u3059\u3002**","data_source":"**\u8a8d\u8b58\u306f\u7aef\u672b\u5074\u3067\u52d5\u304b\u3057\u307e\u3059\u3002** \u691c\u54c1\u30a2\u30d7\u30ea\u306b Speech SDK \u3092\u7d44\u307f\u8fbc\u307f\u3001\u30d8\u30c3\u30c9\u30bb\u30c3\u30c8\u306e\u30de\u30a4\u30af\u3092\u5165\u529b\u306b\u3057\u3066\u3001\u8a00\u8a9e\u3092 `ja-JP` \u306b\u8a2d\u5b9a\u3057\u3066\u9023\u7d9a\u8a8d\u8b58\u3092\u59cb\u3081\u307e\u3059\u3002\u97f3\u58f0\u3092\u3044\u3063\u305f\u3093\u9332\u97f3\u3057\u3066\u304b\u3089\u9001\u308b\u5f62\u306b\u3057\u306a\u3044\u306e\u306f\u3001**\u7d50\u679c\u3092\u6570\u79d2\u3067\u4f5c\u696d\u8005\u306b\u8fd4\u3057\u305f\u3044\u304b\u3089\u3067\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u78ba\u5b9a\u3057\u305f\u6587\u5b57 | `Recognized` \u30a4\u30d9\u30f3\u30c8 | \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u306e\u5165\u529b |\n| \u9014\u4e2d\u306e\u63a8\u5b9a | `Recognizing` \u30a4\u30d9\u30f3\u30c8 | \u753b\u9762\u306b\u8868\u793a\u3057\u3001\u805e\u304d\u53d6\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u4f5c\u696d\u8005\u306b\u898b\u305b\u308b |\n| \u4fe1\u983c\u5ea6 | \u78ba\u5b9a\u3057\u305f\u7d50\u679c\u306e\u5019\u88dc\u4e00\u89a7 | `unheard` \u306e\u5224\u5b9a |\n| \u767a\u8a71\u306e\u958b\u59cb\u4f4d\u7f6e\u3068\u9577\u3055 | \u78ba\u5b9a\u3057\u305f\u7d50\u679c\u306e Offset \u3068 Duration | \u97f3\u58f0\u306e\u63a7\u3048\u3068\u306e\u5bfe\u5fdc\u4ed8\u3051 |\n| \u5358\u8a9e\u3054\u3068\u306e\u6642\u523b | \u5358\u8a9e\u5358\u4f4d\u306e\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3092\u8981\u6c42\u3057\u305f\u7d50\u679c | \u54c1\u756a\u3084\u6570\u91cf\u304c\u3069\u3053\u3067\u8a00\u308f\u308c\u305f\u304b\u3092\u5f8c\u304b\u3089\u805e\u304d\u76f4\u3059 |\n\n**\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b\u306f\u3001\u8a2d\u5b9a\u3067\u8981\u6c42\u3057\u306a\u3044\u3068\u8fd4\u308a\u307e\u305b\u3093\u3002** `SpeechConfig` \u3067\u5358\u8a9e\u5358\u4f4d\u306e\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3092\u8981\u6c42\u3057\u3066\u304a\u304d\u307e\u3059\u3002**\u4e8b\u52d9\u6240\u304c\u300c\u3053\u306e\u6570\u91cf\u306f\u672c\u5f53\u306b\u305d\u3046\u8a00\u3063\u305f\u304b\u300d\u3092\u78ba\u304b\u3081\u308b\u3068\u304d\u3001\u9332\u97f3\u306e\u8a72\u5f53\u7b87\u6240\u3060\u3051\u3092\u518d\u751f\u3067\u304d\u307e\u3059\u3002** \u6642\u523b\u306f100\u30ca\u30ce\u79d2\u30921\u3068\u3059\u308b\u5358\u4f4d\u3067\u3001\u8a8d\u8b58\u3092\u59cb\u3081\u305f\u6642\u70b9\u304b\u3089\u306e\u4f4d\u7f6e\u3068\u3057\u3066\u8fd4\u308a\u307e\u3059\u3002\n\n**\u5165\u8377\u4e88\u5b9a\u306f\u3001\u4f1d\u7968\u3092\u9078\u3093\u3060\u6642\u70b9\u3067\u7aef\u672b\u306b\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002** \u524d\u65e5\u591c\u306b\u914d\u3063\u305f\u4e00\u89a7\u304b\u3089\u3001\u305d\u306e\u4f1d\u7968\u306e\u884c\u3060\u3051\u3092\u53d6\u308a\u51fa\u3057\u3001**\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306b\u306f\u305d\u306e\u4f1d\u7968\u306e\u54c1\u756a\u3068\u3001\u54c1\u756a\u306e\u8aad\u307f\u65b9\u306e\u4e00\u89a7\u304b\u3089\u5f15\u3044\u305f\u547c\u3073\u65b9\u3092\u5165\u308c\u307e\u3059\u3002** \u4f1d\u79681\u679a\u306e\u54c1\u756a\u306f\u591a\u304f\u3066\u6570\u5341\u306a\u306e\u3067\u30012,000\u8a9e\u53e5\u306e\u76ee\u5b89\u306b\u306f\u5341\u5206\u53ce\u307e\u308a\u307e\u3059\u3002","preprocessing":"1. **\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u3092\u4f1d\u7968\u3054\u3068\u306b\u4f5c\u308a\u76f4\u3059** \u2026 \u4f1d\u7968\u3092\u5207\u308a\u66ff\u3048\u308b\u305f\u3073\u306b\u3001\u305d\u306e\u4f1d\u7968\u306e\u54c1\u756a\u3068\u547c\u3073\u65b9\u3060\u3051\u3092\u5165\u308c\u76f4\u3057\u307e\u3059\u30021\u65e5\u5206\u306e\u5168\u54c1\u756a\u3092\u5165\u308c\u308b\u3068\u3001\u4f3c\u305f\u54c1\u756a\u3069\u3046\u3057\u304c\u5019\u88dc\u306b\u4e26\u3073\u307e\u3059\n2. **\u8aad\u307f\u4e0a\u3052\u306e\u9806\u3092\u56fa\u5b9a\u3059\u308b** \u2026 \u300c\u54c1\u756a\u3001\u6570\u91cf\u3001\u30ed\u30c3\u30c8\u3001\u671f\u9650\u3001\u7570\u5e38\u300d\u306e\u9806\u3067\u8aad\u3080\u3053\u3068\u3092\u6c7a\u3081\u3001\u691c\u54c1\u30a2\u30d7\u30ea\u306e\u753b\u9762\u306b\u3082\u8868\u793a\u3057\u307e\u3059\n3. **\u6570\u5b57\u306e\u8aad\u307f\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u300c\u3044\u3061\u3001\u306b\u3001\u3055\u3093\u300d\u30671\u6587\u5b57\u305a\u3064\u8aad\u3080\u306e\u304b\u3001\u300c\u3058\u3085\u3046\u306b\u300d\u3068\u307e\u3068\u3081\u3066\u8aad\u3080\u306e\u304b\u3092\u54c1\u756a\u3068\u6570\u91cf\u3067\u5206\u3051\u3066\u6c7a\u3081\u307e\u3059\n4. **\u82f1\u5b57\u306e\u8aad\u307f\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u30ed\u30c3\u30c8\u306e\u300cO\u300d\u3068\u300c0\u300d\u3001\u300cI\u300d\u3068\u300c1\u300d\u304c\u6df7\u3056\u3089\u306a\u3044\u3088\u3046\u3001\u82f1\u5b57\u306f\u300c\u30aa\u30fc\u300d\u3067\u306f\u306a\u304f\u300c\u30a2\u30eb\u30d5\u30a1\u30d9\u30c3\u30c8\u306e\u30aa\u30fc\u300d\u3068\u8aad\u3080\u3001\u306a\u3069\u306e\u898f\u5247\u3092\u6c7a\u3081\u307e\u3059\n5. **\u767a\u8a71\u306e\u6587\u8108\u3092\u4ed8\u3051\u308b** \u2026 \u78ba\u5b9a\u3057\u305f\u767a\u8a71\u3092\u9001\u308b\u3068\u304d\u3001\u4f1d\u7968\u756a\u53f7\u30fb\u3044\u307e\u691c\u54c1\u3057\u3066\u3044\u308b\u884c\u306e\u756a\u53f7\u30fb\u76f4\u524d\u306b\u78ba\u5b9a\u3057\u305f\u884c\u3092\u4e00\u7dd2\u306b\u4ed8\u3051\u307e\u3059\n6. **\u77ed\u3059\u304e\u308b\u767a\u8a71\u3092\u9664\u304f** \u2026 \u300c\u3048\u30fc\u300d\u300c\u3088\u3057\u300d\u306a\u3069\u30011\u301c2\u8a9e\u306e\u78ba\u5b9a\u767a\u8a71\u306f\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u306b\u56de\u3057\u307e\u305b\u3093\n7. **\u97f3\u58f0\u306e\u63a7\u3048\u3092\u4fdd\u5b58\u3059\u308b** \u2026 \u767a\u8a71\u3054\u3068\u306e\u97f3\u58f0\u3092 Blob Storage \u306b\u7f6e\u304d\u3001\u8a8d\u8b58\u7d50\u679c\u3068\u540c\u3058ID\u3092\u4ed8\u3051\u307e\u3059\n\n**3\u756a\u76ee\u30684\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u97f3\u58f0\u306e\u8a8d\u8b58\u306f\u3001\u805e\u3053\u3048\u305f\u97f3\u3092\u6587\u5b57\u306b\u3059\u308b\u3068\u3053\u308d\u307e\u3067\u3067\u3059\u3002**\u300c\u3058\u3085\u3046\u306b\u300d\u304c\u300c12\u300d\u306a\u306e\u304b\u300c10\u30682\u300d\u306a\u306e\u304b\u306f\u3001\u8aad\u307f\u65b9\u306e\u898f\u5247\u304c\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u3068\u5f8c\u6bb5\u3067\u3082\u6c7a\u3081\u3089\u308c\u307e\u305b\u3093\u3002** \u73fe\u5834\u3067\u5b88\u308c\u308b\u898f\u5247\u3092\u3001\u6700\u521d\u306b1\u679a\u306e\u7d19\u306b\u3057\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u78ba\u5b9a\u3057\u305f1\u3064\u306e\u767a\u8a71\u304b\u30895\u3064\u306e\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3001\u6839\u62e0\u306b\u3057\u305f\u90e8\u5206\u3092\u305d\u306e\u307e\u307e\u66f8\u304d\u51fa\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u4e88\u5b9a\u3068\u6bd4\u3079\u308b\u5224\u5b9a\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u53d6\u308a\u51fa\u3059\u9805\u76ee | \u53d6\u308a\u51fa\u3057\u65b9 | \u53d6\u308a\u51fa\u305b\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u54c1\u756a | \u767a\u8a71\u306e\u4e2d\u306e\u54c1\u756a\u3089\u3057\u3044\u90e8\u5206\u3092\u3001\u6e21\u3057\u305f\u4f1d\u7968\u306e\u54c1\u756a\u306e\u5019\u88dc\u304b\u3089\u9078\u3076 | \u5019\u88dc\u306b\u7121\u3051\u308c\u3070 `not_in_list`\u3001\u805e\u304d\u53d6\u3063\u305f\u6587\u5b57\u306f\u305d\u306e\u307e\u307e\u6b8b\u3059 |\n| \u6570\u91cf | \u6570\u5b57\u3068\u5358\u4f4d\uff08\u30b1\u30fc\u30b9\uff0f\u30d0\u30e9\uff0f\u500b\uff09 | \u5358\u4f4d\u304c\u8a00\u308f\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `unit_unknown` |\n| \u30ed\u30c3\u30c8 | \u82f1\u6570\u5b57\u306e\u4e26\u3073\u3002\u8aad\u307f\u65b9\u306e\u898f\u5247\u3067\u6587\u5b57\u306b\u623b\u3059 | \u898f\u5247\u3067\u623b\u305b\u306a\u3044\u6587\u5b57\u304c\u3042\u308c\u3070 `unclear` |\n| \u8cde\u5473\u671f\u9650 | \u5e74\u6708\u65e5\u307e\u305f\u306f\u5e74\u6708 | \u5e74\u304c\u7701\u7565\u3055\u308c\u3066\u3044\u308c\u3070\u88dc\u308f\u305a `partial` |\n| \u7570\u5e38 | \u7570\u5e38\u306e\u8a00\u8449\u306e\u4e00\u89a7\u304b\u3089\u6700\u3082\u8fd1\u3044\u8a9e\u3092\u9078\u3076 | \u4e00\u89a7\u306b\u7121\u3051\u308c\u3070\u805e\u304d\u53d6\u3063\u305f\u8a00\u8449\u306e\u307e\u307e `other` |\n\n**\u53f3\u7aef\u306e\u5217\u304c\u5927\u4e8b\u3067\u3059\u3002** \u53d6\u308a\u51fa\u305b\u306a\u304b\u3063\u305f\u3053\u3068\u3092\u3001\u7a7a\u6b04\u3067\u306f\u306a\u304f**\u7406\u7531\u306e\u4ed8\u3044\u305f\u5024**\u3067\u8fd4\u3055\u305b\u307e\u3059\u3002**\u7a7a\u6b04\u3068\u300c\u8a00\u308f\u308c\u306a\u304b\u3063\u305f\u300d\u306f\u9055\u3044\u307e\u3059\u3002** \u7570\u5e38\u3092\u8a00\u308f\u306a\u304b\u3063\u305f\u884c\u306f\u300c\u7570\u5e38\u306a\u3057\u300d\u3067\u3059\u304c\u3001\u671f\u9650\u3092\u8a00\u308f\u306a\u304b\u3063\u305f\u884c\u306f\u300c\u8a18\u9332\u6f0f\u308c\u300d\u3067\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u4e88\u5b9a\u6570\u91cf\u3068\u306e\u6bd4\u8f03 | \u6bd4\u8f03\u306f\u898f\u5247\u3067\u884c\u3046\u3002AI\u306b\u6bd4\u3079\u3055\u305b\u308b\u3068\u3001\u4e88\u5b9a\u306b\u5408\u308f\u305b\u3066\u6570\u3092\u8aad\u307f\u66ff\u3048\u308b |\n| \u54c1\u756a\u306e\u63a8\u6e2c | \u5019\u88dc\u306b\u7121\u3044\u3082\u306e\u3092\u3001\u4f3c\u305f\u54c1\u756a\u306b\u5bc4\u305b\u306a\u3044 |\n| \u671f\u9650\u306e\u5e74\u306e\u88dc\u5b8c | \u300c3\u6708\u300d\u3068\u3057\u304b\u8a00\u3063\u3066\u3044\u306a\u3044\u3082\u306e\u3092\u3001\u4eca\u5e74\u3084\u6765\u5e74\u306b\u6c7a\u3081\u306a\u3044 |\n| \u7570\u5e38\u306e\u91cd\u3055\u306e\u8a55\u4fa1 | \u53d7\u3051\u5165\u308c\u308b\u304b\u306f\u8377\u4e3b\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3067\u3001\u4eba\u304c\u6c7a\u3081\u308b |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u4e88\u5b9a\u6570\u91cf\u3092\u4e00\u7dd2\u306b\u6e21\u3059\u3068\u3001\u805e\u304d\u53d6\u308a\u304c\u66d6\u6627\u306a\u6570\u91cf\u3092\u4e88\u5b9a\u3069\u304a\u308a\u306e\u6570\u306b\u5bc4\u305b\u3066\u8fd4\u3057\u307e\u3059\u3002**\u305d\u306e\u77ac\u9593\u3001\u62fe\u3044\u305f\u304b\u3063\u305f\u5dee\u7570\u304c\u6d88\u3048\u307e\u3059\u3002** \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u306b\u306f\u4e88\u5b9a\u6570\u91cf\u3092\u6e21\u3057\u307e\u305b\u3093\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u7269\u6d41\u5009\u5eab\u306e\u5165\u8377\u691c\u54c1\u3067\u3001\u4f5c\u696d\u8005\u306e\u8aad\u307f\u4e0a\u3052\u3092\u691c\u54c1\u8a18\u9332\u306e\u9805\u76ee\u306b\u53d6\u308a\u51fa\u3059\u4fc2\u3067\u3059\u3002\n\u97f3\u58f0\u8a8d\u8b58\u304c\u8fd4\u3057\u305f\u6587\u5b57\u3060\u3051\u3092\u898b\u3066\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\n1. item_code\uff08\u54c1\u756a\uff09\u2026 \u4e0b\u306e\u3010\u3053\u306e\u4f1d\u7968\u306e\u54c1\u756a\u306e\u5019\u88dc\u3011\u304b\u3089\u9078\u3076\n2. quantity \u3068 unit\uff08\u6570\u91cf\u3068\u5358\u4f4d\uff09\u2026 \u5358\u4f4d\u306f\u30b1\u30fc\u30b9\uff0f\u30d0\u30e9\uff0f\u500b\u306e\u3044\u305a\u308c\u304b\n3. lot\uff08\u30ed\u30c3\u30c8\uff09\u2026 \u4e0b\u306e\u3010\u8aad\u307f\u65b9\u306e\u898f\u5247\u3011\u3067\u82f1\u6570\u5b57\u306b\u623b\u3059\n4. best_before\uff08\u8cde\u5473\u671f\u9650\uff09\u2026 YYYY-MM-DD \u307e\u305f\u306f YYYY-MM\n5. anomaly\uff08\u7570\u5e38\uff09\u2026 \u4e0b\u306e\u3010\u7570\u5e38\u306e\u8a00\u8449\u306e\u4e00\u89a7\u3011\u304b\u3089\u9078\u3076\u3002\u8a00\u308f\u308c\u3066\u3044\u306a\u3051\u308c\u3070 none\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u54c1\u756a\u306f\u5019\u88dc\u306e\u4e2d\u304b\u3089\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\u5019\u88dc\u306b\u7121\u3044\u5834\u5408\u306f item_code \u3092\u7a7a\u306b\u3057\u3001\n  status \u3092 not_in_list \u3068\u3057\u3066\u3001\u805e\u304d\u53d6\u3063\u305f\u6587\u5b57\u3092 heard \u306b\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4f3c\u3066\u3044\u308b\u54c1\u756a\u306b\u5bc4\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6570\u91cf\u306f\u8a00\u308f\u308c\u305f\u6570\u5b57\u3060\u3051\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u8a08\u7b97\u3084\u63db\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5358\u4f4d\u304c\u8a00\u308f\u308c\u3066\u3044\u306a\u3051\u308c\u3070 unit \u3092\u7a7a\u306b\u3057\u3001status \u3092 unit_unknown \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u671f\u9650\u306e\u5e74\u304c\u8a00\u308f\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u5e74\u3092\u88dc\u308f\u305a\u306b status \u3092 partial \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7570\u5e38\u304c\u4e00\u89a7\u306b\u7121\u3044\u8a00\u8449\u306a\u3089 anomaly \u3092 other \u3068\u3057\u3001\u805e\u304d\u53d6\u3063\u305f\u8a00\u8449\u3092 heard \u306b\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- 1\u3064\u306e\u767a\u8a71\u306b2\u884c\u5206\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001lines \u306b2\u3064\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n- \u691c\u54c1\u3068\u95a2\u4fc2\u306e\u306a\u3044\u767a\u8a71\uff08\u300c\u3048\u30fc\u300d\u300c\u6b21\u3044\u304d\u307e\u3059\u300d\u306a\u3069\uff09\u306f lines \u3092\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u305d\u306e\u9805\u76ee\u306e\u6839\u62e0\u306b\u3057\u305f\u90e8\u5206\u3092\u3001\u8a8d\u8b58\u7d50\u679c\u304b\u3089\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e88\u5b9a\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3001\u53d7\u3051\u5165\u308c\u3066\u3088\u3044\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u97f3\u58f0\u8a8d\u8b58\u306e\u7d50\u679c\u3011{recognized_text}\n\u3010\u3053\u306e\u4f1d\u7968\u306e\u54c1\u756a\u306e\u5019\u88dc\u3068\u547c\u3073\u65b9\u3011{item_candidates}\n\u3010\u8aad\u307f\u65b9\u306e\u898f\u5247\u3011{reading_rules}\n\u3010\u7570\u5e38\u306e\u8a00\u8449\u306e\u4e00\u89a7\u3011{anomaly_terms}\n```\n\n**\u300c\u4f3c\u3066\u3044\u308b\u54c1\u756a\u306b\u5bc4\u305b\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u5019\u88dc\u306e\u4e2d\u3067\u6700\u3082\u8fd1\u3044\u3082\u306e\u3092\u9078\u3073\u307e\u3059\u3002** \u5019\u88dc\u3092\u6e21\u3059\u4ee5\u4e0a\u3001AI\u306f\u305d\u306e\u4e2d\u304b\u3089\u7b54\u3048\u3088\u3046\u3068\u3057\u307e\u3059\u3002**\u5019\u88dc\u306b\u7121\u3044\u3068\u3044\u3046\u3053\u3068\u81ea\u4f53\u304c\u3001\u8aa4\u914d\u9001\u3084\u8377\u4e3b\u306e\u4e88\u5b9a\u306e\u6f0f\u308c\u3092\u898b\u3064\u3051\u308b\u624b\u304c\u304b\u308a\u3067\u3059\u3002**\n\n**\u4e88\u5b9a\u6570\u91cf\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5165\u308c\u3066\u3044\u306a\u3044\u306e\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u6bd4\u8f03\u306e\u6750\u6599\u3092\u6e21\u3055\u306a\u3051\u308c\u3070\u3001\u6bd4\u8f03\u306e\u3057\u3088\u3046\u304c\u3042\u308a\u307e\u305b\u3093\u3002","output_data":"**Azure OpenAI \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u69cb\u9020\u5316\u51fa\u529b\u306f\u3001\u547c\u3073\u51fa\u3057\u306e\u3068\u304d\u306b\u6e21\u3057\u305fJSON\u30b9\u30ad\u30fc\u30de\u306b\u51fa\u529b\u3092\u5f93\u308f\u305b\u308b\u6a5f\u80fd\u3067\u3001**\u578b\u306e\u5408\u308f\u306a\u3044\u5024\u3084\u9805\u76ee\u306e\u629c\u3051\u3067\u5f8c\u6bb5\u306e\u7a81\u304d\u5408\u308f\u305b\u304c\u6b62\u307e\u308b\u3053\u3068\u3092\u9632\u3052\u307e\u3059\u3002** \u30b9\u30ad\u30fc\u30de\u3067\u306f\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3057\u3001`additionalProperties` \u3092 `false` \u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"utterance_id\": \"\",\n  \"lines\": [\n    {\n      \"item_code\": \"\",\n      \"heard\": \"\",\n      \"quantity\": 0,\n      \"unit\": \"case | piece | each | \",\n      \"lot\": \"\",\n      \"best_before\": \"\",\n      \"anomaly\": \"none | crushed | wet | label_mismatch | other\",\n      \"status\": \"ok | not_in_list | unit_unknown | partial | unclear\",\n      \"evidence\": \"\"\n    }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001AI\u306e\u53d6\u308a\u51fa\u3057\u3068\u898f\u5247\u306e\u5224\u5b9a\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `lines` \u306fAI\u304c\u57cb\u3081\u3001\u4e88\u5b9a\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u306f Azure Functions \u304c\u898f\u5247\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u5224\u5b9a | \u6761\u4ef6 |\n|:--|:--|\n| `unheard` | \u8a8d\u8b58\u306e\u4fe1\u983c\u5ea6\u304c\u3057\u304d\u3044\u5024\u672a\u6e80\u3001\u307e\u305f\u306f `status` \u304c `unclear` |\n| `not_in_plan` | `status` \u304c `not_in_list`\uff08\u4f1d\u7968\u306b\u7121\u3044\u54c1\u756a\uff09 |\n| `qty_diff` | \u54c1\u756a\u304c\u4e00\u81f4\u3057\u3001\u6570\u91cf\u307e\u305f\u306f\u5358\u4f4d\u304c\u4e88\u5b9a\u3068\u9055\u3046 |\n| `lot_diff` | \u30ed\u30c3\u30c8\u6307\u5b9a\u306e\u3042\u308b\u884c\u3067\u3001\u30ed\u30c3\u30c8\u304c\u6307\u5b9a\u3068\u9055\u3046 |\n| `match` | \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 |\n\n**`unheard` \u3092\u5148\u306b\u5224\u5b9a\u3059\u308b\u306e\u304c\u8981\u3067\u3059\u3002** \u4fe1\u983c\u5ea6\u304c\u4f4e\u3044\u767a\u8a71\u306f\u3001\u6570\u91cf\u304c\u4e88\u5b9a\u3068\u9055\u3063\u3066\u898b\u3048\u3066\u3082 `qty_diff` \u306b\u3057\u307e\u305b\u3093\u3002**\u805e\u304d\u53d6\u308a\u306e\u554f\u984c\u3092\u3001\u5dee\u7570\u3068\u3057\u3066\u8a18\u9332\u3057\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u3057\u304d\u3044\u5024\u306f\u3001\u6700\u521d\u306e1\u304b\u6708\u306e\u7d50\u679c\u3092\u898b\u3066\u6c7a\u3081\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7aef\u672b\u306e\u753b\u9762\u3092\u9805\u76ee\u3054\u3068\u306b\u7d44\u307f\u7acb\u3066\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u4f5c\u696d\u8005\u306b\u306f\u300c\u54c1\u756a ABC-1207 \uff0f 12\u30b1\u30fc\u30b9 \uff0f \u30ed\u30c3\u30c8 A0315 \uff0f \u671f\u9650 2027-03\u300d\u3068\u9805\u76ee\u3067\u8fd4\u3057\u3001\u9055\u3046\u9805\u76ee\u3060\u3051\u8272\u3092\u5909\u3048\u307e\u3059\u3002**\u81ea\u7531\u6587\u3067\u8fd4\u3059\u3068\u3001\u3069\u3053\u304c\u9055\u3046\u304b\u3092\u4f5c\u696d\u8005\u304c\u8aad\u307f\u53d6\u3089\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u691c\u54c1\u30a2\u30d7\u30ea\uff08\u7aef\u672b\uff09 | Speech SDK | \u30d8\u30c3\u30c9\u30bb\u30c3\u30c8\u306e\u97f3\u58f0\u3092\u6d41\u3057\u3001\u78ba\u5b9a\u3057\u305f\u767a\u8a71\u3068\u4fe1\u983c\u5ea6\u3092\u53d7\u3051\u53d6\u308b |\n| Azure Functions | HTTP\u306e\u547c\u3073\u51fa\u3057 | \u78ba\u5b9a\u3057\u305f\u767a\u8a71\u3092\u53d7\u3051\u53d6\u308a\u3001\u6587\u8108\u3092\u4ed8\u3051\u3066\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3078\u56de\u3059 |\n| Azure OpenAI | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u767a\u8a71\u304b\u3089\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3059 |\n| WMS | CSV\u306e\u66f8\u304d\u51fa\u3057\u3068\u53d6\u308a\u8fbc\u307f | \u5165\u8377\u4e88\u5b9a\u3092\u8aad\u307f\u3001\u78ba\u8a8d\u6e08\u307f\u306e\u691c\u54c1\u8a18\u9332\u3092\u5165\u8377\u5b9f\u7e3e\u3068\u3057\u3066\u5165\u308c\u308b |\n| Blob Storage | \u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58 | \u767a\u8a71\u306e\u97f3\u58f0\u3068\u8a8d\u8b58\u7d50\u679c\u306e\u63a7\u3048 |\n\n**WMS\u3078\u306f\u76f4\u63a5\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u4e8b\u52d9\u6240\u304c\u78ba\u8a8d\u3057\u305f\u691c\u54c1\u8a18\u9332\u3060\u3051\u3092\u3001\u65e2\u5b58\u306e\u53d6\u308a\u8fbc\u307f\u6a5f\u80fd\u3067\u5165\u308c\u307e\u3059\u3002**\u97f3\u58f0\u306e\u8aa4\u8a8d\u8b58\u304c\u3001\u305d\u306e\u307e\u307e\u5728\u5eab\u6570\u306b\u5165\u308b\u7d4c\u8def\u3092\u4f5c\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002**\n\n**\u7aef\u672b\u3078\u306e\u8fd4\u5374\u306f\u30011\u3064\u306e\u767a\u8a71\u3054\u3068\u306b\u884c\u3044\u307e\u3059\u3002** \u4f1d\u7968\u306e\u5168\u884c\u304c\u7d42\u308f\u3063\u3066\u304b\u3089\u307e\u3068\u3081\u3066\u8fd4\u3059\u3068\u3001\u5dee\u7570\u304c\u5206\u304b\u308b\u306e\u306f\u6700\u5f8c\u306e\u7bb1\u3092\u7f6e\u3044\u305f\u5f8c\u306b\u306a\u308a\u3001**\u6570\u3048\u76f4\u3057\u306e\u305f\u3081\u306b\u8377\u3092\u63a2\u3057\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**","human_review":"**\u4f5c\u696d\u8005\u306f\u3001\u753b\u9762\u3068\u901a\u77e5\u97f3\u3067\u5168\u884c\u3092\u898b\u307e\u3059\u3002** \u305f\u3060\u3057\u898b\u308b\u306e\u306f\u3001`match` \u4ee5\u5916\u306e\u884c\u3060\u3051\u3067\u8db3\u308a\u307e\u3059\u3002`match` \u306e\u884c\u306f\u753b\u9762\u306b\u7dd1\u3067\u4e26\u3076\u3060\u3051\u3067\u3001\u624b\u3092\u6b62\u3081\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n1. **`unheard` \u306f\u8a00\u3044\u76f4\u3059** \u2026 \u753b\u9762\u306b\u805e\u304d\u53d6\u3063\u305f\u6587\u5b57\u304c\u51fa\u308b\u306e\u3067\u3001\u3069\u3053\u304c\u9055\u3046\u304b\u3092\u898b\u3066\u3001\u305d\u306e\u9805\u76ee\u3060\u3051\u8a00\u3044\u76f4\u3057\u307e\u3059\n2. **`qty_diff` \u3068 `lot_diff` \u306f\u6570\u3048\u76f4\u3059** \u2026 \u8377\u304c\u307e\u3060\u76ee\u306e\u524d\u306b\u3042\u308b\u3046\u3061\u306b\u6570\u3048\u76f4\u3057\u3001\u540c\u3058\u306a\u3089\u300c\u5dee\u7570\u78ba\u5b9a\u300d\u3068\u8aad\u307f\u4e0a\u3052\u307e\u3059\n3. **`not_in_plan` \u306f\u8377\u672d\u3092\u78ba\u304b\u3081\u308b** \u2026 \u4f1d\u7968\u9055\u3044\u306e\u8377\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\n\n**\u4e8b\u52d9\u6240\u304c\u898b\u308b\u306e\u306f\u3001\u5dee\u7570\u306e\u78ba\u5b9a\u3057\u305f\u884c\u3068\u3001\u7570\u5e38\u306e\u8a18\u9332\u3060\u3051\u3067\u3059\u3002**\n\n4. **\u5dee\u7570\u306e\u78ba\u5b9a\u3057\u305f\u884c\u3092\u898b\u308b** \u2026 \u5fc5\u8981\u306a\u3089\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b\u304b\u3089\u9332\u97f3\u306e\u8a72\u5f53\u7b87\u6240\u3092\u518d\u751f\u3057\u3001**\u672c\u5f53\u306b\u305d\u306e\u6570\u3092\u8a00\u3063\u305f\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\n5. **\u7570\u5e38\u306e\u8a18\u9332\u3092\u898b\u308b** \u2026 `other` \u3067\u6b8b\u3063\u305f\u8a00\u8449\u3092\u4e00\u89a7\u306e\u8a9e\u306b\u76f4\u3057\u307e\u3059\n6. **\u53d6\u308a\u8fbc\u307f\u3092\u627f\u8a8d\u3059\u308b** \u2026 \u78ba\u8a8d\u304c\u6e08\u3093\u3060\u4f1d\u7968\u3060\u3051\u3092WMS\u306b\u5165\u308c\u307e\u3059\n\n**4\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6570\u91cf\u306e\u5dee\u7570\u306f\u3001\u8377\u4e3b\u3078\u306e\u5831\u544a\u3068\u8acb\u6c42\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002**\u8a00\u3044\u9593\u9055\u3044\u3084\u805e\u304d\u9593\u9055\u3044\u3092\u5dee\u7570\u3068\u3057\u3066\u5831\u544a\u3057\u305f1\u4ef6\u306f\u3001\u8377\u4e3b\u3068\u306e\u6b21\u306e\u6708\u306b\u6b8b\u308a\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5468\u308a\u306e\u9a12\u97f3\u3067\u8a8d\u8b58\u304c\u9014\u5207\u308c\u308b | \u4fe1\u983c\u5ea6\u304c\u4e0b\u304c\u308a `unheard` \u306b\u306a\u308b\u3002**\u30d8\u30c3\u30c9\u30bb\u30c3\u30c8\u306e\u30de\u30a4\u30af\u306e\u4f4d\u7f6e\u3068\u3001\u691c\u54c1\u5834\u6240\u306e\u914d\u7f6e\u3092\u898b\u76f4\u3059** |\n| 1\u3064\u306e\u767a\u8a71\u306b2\u884c\u5206\u3092\u7d9a\u3051\u3066\u8a00\u3046 | `lines` \u306b2\u3064\u4e26\u3079\u308b\u3002**\u5206\u3051\u3089\u308c\u306a\u304b\u3063\u305f\u3082\u306e\u306f `unheard` \u3067\u8a00\u3044\u76f4\u3057** |\n| \u4f1d\u7968\u306b\u7121\u3044\u54c1\u756a\u304c\u5c4a\u304f | `not_in_plan`\u3002\u8377\u672d\u3068\u4f1d\u7968\u3092\u78ba\u304b\u3081\u3001\u4e8b\u52d9\u6240\u3078\u56de\u3059 |\n| \u4e88\u5b9a\u306b\u7121\u3044\u8377\u4e3b\u306e\u8377\u304c\u6df7\u3056\u308b | \u4f1d\u7968\u306e\u9078\u3073\u9593\u9055\u3044\u3092\u7591\u3046\u3002**\u753b\u9762\u306b\u4f1d\u7968\u756a\u53f7\u3092\u5927\u304d\u304f\u51fa\u3057\u3066\u304a\u304f** |\n| \u901a\u4fe1\u304c\u5207\u308c\u308b | \u7aef\u672b\u306b\u767a\u8a71\u306e\u6587\u5b57\u3092\u4e00\u6642\u4fdd\u5b58\u3057\u3001\u3064\u306a\u304c\u3063\u305f\u3089\u9001\u308a\u76f4\u3059\u3002**\u97f3\u58f0\u306e\u63a7\u3048\u306f\u7aef\u672b\u306b\u6b8b\u3059** |\n| \u4f5c\u696d\u8005\u304c\u8aad\u307f\u4e0a\u3052\u306e\u9806\u3092\u5909\u3048\u308b | \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u306f\u9806\u306b\u4f9d\u5b58\u3055\u305b\u306a\u3044\u3002**\u305f\u3060\u3057\u898f\u5247\u306f\u5b88\u3063\u3066\u3082\u3089\u3046** |\n| \u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u304c\u6e21\u3063\u3066\u3044\u306a\u3044 | \u54c1\u756a\u306e `not_in_list` \u304c\u6025\u306b\u5897\u3048\u308b\u3002**\u4f1d\u7968\u306e\u5207\u308a\u66ff\u3048\u306e\u305f\u3073\u306b\u5165\u308c\u76f4\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u898b\u308b** |\n| \u30ed\u30c3\u30c8\u306b\u8aad\u307f\u65b9\u306e\u898f\u5247\u5916\u306e\u6587\u5b57\u304c\u3042\u308b | `unclear` \u3067\u4eba\u3078\u3002**\u305d\u306e\u8377\u4e3b\u306e\u30ed\u30c3\u30c8\u306e\u66f8\u5f0f\u3092\u898f\u5247\u306b\u8db3\u3059** |\n\n**\u4e0a\u304b\u30892\u884c\u76ee\u307e\u3067\u304c\u3001\u904b\u7528\u306e\u521d\u3081\u306e\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u3061\u3089\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u30de\u30a4\u30af\u3068\u8a71\u3057\u65b9\u306e\u554f\u984c\u3067\u3059\u3002** \u5224\u5b9a\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u3088\u308a\u3001\u8aad\u307f\u4e0a\u3052\u306e\u898f\u5247\u3092\u73fe\u5834\u3067\u5b88\u308c\u308b\u5f62\u306b\u3059\u308b\u307b\u3046\u304c\u52b9\u304d\u307e\u3059\u3002","log_storage":"- \u767a\u8a71\u3054\u3068\u306e\u97f3\u58f0\u3068\u3001\u78ba\u5b9a\u3057\u305f\u6587\u5b57\u30fb\u4fe1\u983c\u5ea6\u30fb\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b\n- \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u7d50\u679c\uff08`lines`\uff09\u3068\u3001\u305d\u306e\u3068\u304d\u306b\u6e21\u3057\u305f\u54c1\u756a\u306e\u5019\u88dc\n- \u4e88\u5b9a\u3068\u306e\u5224\u5b9a\uff08`match`\uff0f`qty_diff`\uff0f`lot_diff`\uff0f`unheard`\uff0f`not_in_plan`\uff09\n- **\u8a00\u3044\u76f4\u3057\u3068\u6570\u3048\u76f4\u3057\u306e\u8a18\u9332** \u2026 \u3069\u306e\u884c\u3067\u3001\u4f55\u56de\u3001\u3069\u3046\u5909\u308f\u3063\u305f\u304b\n- \u4e8b\u52d9\u6240\u304c\u76f4\u3057\u305f\u9805\u76ee\u3068\u3001\u53d6\u308a\u8fbc\u307f\u306e\u627f\u8a8d\u8005\n- **\u4f5c\u696d\u8005\u3054\u3068\u30fb\u6642\u9593\u5e2f\u3054\u3068\u306e `unheard` \u306e\u767a\u751f\u7387**\n\n**4\u3064\u76ee\u3067\u300c\u3069\u3046\u5909\u308f\u3063\u305f\u304b\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u5dee\u7570\u306e\u78ba\u5b9a\u306e\u91cd\u307f\u304c\u5909\u308f\u308b\u304b\u3089\u3067\u3059\u3002** \u6570\u3048\u76f4\u3057\u3066\u540c\u3058\u6570\u3060\u3063\u305f\u5dee\u7570\u3068\u3001\u8a00\u3044\u76f4\u3057\u3066\u6d88\u3048\u305f\u5dee\u7570\u306f\u3001**\u8377\u4e3b\u3078\u306e\u5831\u544a\u306e\u78ba\u304b\u3089\u3057\u3055\u304c\u9055\u3044\u307e\u3059\u3002**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u30de\u30a4\u30af\u3068\u914d\u7f6e\u3092\u898b\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7279\u5b9a\u306e\u691c\u54c1\u5834\u6240\u3084\u6642\u9593\u5e2f\u3060\u3051 `unheard` \u304c\u7d9a\u304f\u306a\u3089\u3001\u7406\u7531\u306f\u58f0\u3067\u306f\u306a\u304f\u5468\u308a\u306e\u97f3\u306b\u3042\u308a\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":4,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":8,"assumption_frequency":1800,"assumption_workdays":22,"volume_month":1800,"before_minutes_per_case":4,"after_minutes_per_case":1.5,"hourly_cost":2800,"before_hours_month":120,"after_hours_month":45,"saved_hours_month":75,"reduction_rate":63,"saved_hours_year":900,"annual_cost_effect":2520000,"summary":"\u5165\u8377\u691c\u54c1\u306e\u4f5c\u696d\u8005\u304c\u3001\u7bb1\u3092\u624b\u306b\u3057\u305f\u307e\u307e\u54c1\u756a\u30fb\u6570\u91cf\u30fb\u30ed\u30c3\u30c8\u30fb\u7570\u5e38\u3092\u58f0\u3067\u8aad\u307f\u4e0a\u3052\u307e\u3059\u3002\u305d\u306e\u58f0\u3092\u6587\u5b57\u306b\u3057\u3066\u691c\u54c1\u8a18\u9332\u306e\u9805\u76ee\u306b\u53d6\u308a\u51fa\u3057\u3001\u5165\u8377\u4e88\u5b9a\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u3001\u6570\u91cf\u3084\u30ed\u30c3\u30c8\u306e\u9055\u3044\u3092\u305d\u306e\u5834\u3067\u4f5c\u696d\u8005\u306b\u8fd4\u3057\u307e\u3059\u3002","before_flow":"1. \u8377\u4e3b\u304b\u3089\u524d\u65e5\u307e\u3067\u306b\u5c4a\u3044\u305f\u5165\u8377\u4e88\u5b9a\u306eCSV\u3092\u3001\u4e8b\u52d9\u6240\u304cWMS\u306b\u53d6\u308a\u8fbc\u307f\u3001\u691c\u54c1\u8868\u3092\u5370\u5237\u3059\u308b\n2. \u30c8\u30e9\u30c3\u30af\u304c\u7740\u3044\u305f\u3089\u3001\u4f5c\u696d\u8005\u304c\u691c\u54c1\u8868\u3092\u6301\u3063\u3066\u8377\u3092\u4e0b\u308d\u3059\n3. 1\u884c\u305a\u3064\u3001\u54c1\u756a\u3092\u5916\u7bb1\u3068\u7167\u3089\u3057\u3001\u6570\u3092\u6570\u3048\u3001\u30ed\u30c3\u30c8\u3068\u8cde\u5473\u671f\u9650\u3092\u691c\u54c1\u8868\u306b\u66f8\u304f\n4. \u7834\u640d\u30fb\u6fe1\u308c\u30fb\u30e9\u30d9\u30eb\u306e\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u4f59\u767d\u306b\u66f8\u304f\n5. \u691c\u54c1\u8868\u3092\u4e8b\u52d9\u6240\u306b\u6e21\u3057\u3001\u4f5c\u696d\u8005\u306f\u683c\u7d0d\u306b\u79fb\u308b\n6. \u4e8b\u52d9\u6240\u304c\u691c\u54c1\u8868\u3092\u898b\u306a\u304c\u3089\u3001\u6570\u91cf\u30fb\u30ed\u30c3\u30c8\u30fb\u671f\u9650\u3092WMS\u306b\u6253\u3061\u8fbc\u3080\n7. \u4e88\u5b9a\u3068\u9055\u3046\u884c\u304c\u3042\u308c\u3070\u5009\u5eab\u306b\u96fb\u8a71\u3057\u3001\u4f5c\u696d\u8005\u306b\u6570\u3048\u76f4\u3057\u3066\u3082\u3089\u3046\n\n**\uff08a\uff09\u66f8\u304f\u305f\u3073\u306b\u624b\u304c\u6b62\u307e\u308b\u3002** \u4e21\u624b\u3067\u7bb1\u3092\u6301\u3063\u305f\u307e\u307e\u691c\u54c1\u8868\u306b\u306f\u66f8\u3051\u307e\u305b\u3093\u3002**\u7bb1\u3092\u7f6e\u304d\u3001\u30da\u30f3\u3092\u53d6\u308a\u3001\u66f8\u304d\u3001\u307e\u305f\u30da\u30f3\u3092\u7f6e\u304f\u3002** 1\u884c\u3054\u3068\u306b\u3053\u306e\u52d5\u4f5c\u304c\u5165\u308a\u3001\u5165\u8377\u304c\u91cd\u306a\u308b\u671d\u306e\u6642\u9593\u5e2f\u307b\u3069\u3001\u66f8\u304f\u91cf\u3092\u6e1b\u3089\u305d\u3046\u3068\u3057\u3066\u8a18\u5165\u304c\u96d1\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u540c\u3058\u5024\u30922\u56de\u66f8\u3044\u3066\u3044\u308b\u3002** \u4f5c\u696d\u8005\u304c\u7d19\u306b\u66f8\u3044\u305f\u5024\u3092\u3001\u4e8b\u52d9\u6240\u304c\u3082\u3046\u4e00\u5ea6WMS\u306b\u6253\u3061\u8fbc\u307f\u307e\u3059\u3002**\u624b\u66f8\u304d\u306e\u30ed\u30c3\u30c8\u756a\u53f7\u306e\u300c0\u300d\u3068\u300cO\u300d\u3001\u300c1\u300d\u3068\u300c7\u300d\u306e\u8aad\u307f\u9055\u3044**\u306f\u3001\u6253\u3061\u8fbc\u307f\u306e\u6bb5\u968e\u3067\u5165\u308a\u307e\u3059\u3002\u8cde\u5473\u671f\u9650\u306e\u5e74\u3068\u6708\u306e\u53d6\u308a\u9055\u3048\u3082\u3001\u3053\u3053\u3067\u8d77\u304d\u307e\u3059\u3002\n\n**\uff08c\uff09\u5dee\u7570\u306b\u6c17\u3065\u304f\u306e\u304c\u9045\u3044\u3002** \u4e88\u5b9a\u3068\u306e\u5dee\u304c\u5206\u304b\u308b\u306e\u306f\u3001\u4e8b\u52d9\u6240\u304c\u6253\u3061\u8fbc\u3093\u3060\u3068\u304d\u3067\u3059\u3002**\u8377\u304c\u68da\u306b\u5165\u3063\u305f\u5f8c\u306a\u306e\u3067\u3001\u78ba\u304b\u3081\u308b\u306b\u306f\u68da\u304b\u3089\u4e0b\u308d\u3057\u3066\u6570\u3048\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u8377\u4e3b\u3078\u306e\u5831\u544a\u3082\u7fcc\u65e5\u306b\u56de\u308a\u307e\u3059\u3002\n\n**\uff08d\uff09\u7570\u5e38\u306e\u66f8\u304d\u65b9\u304c\u4eba\u306b\u3088\u3063\u3066\u9055\u3046\u3002** \u300c\u5916\u7bb1\u3064\u3076\u308c\u300d\u300c\u89d2\u3078\u3053\u307f\u300d\u300c\u7834\u640d\u3042\u308a\u300d\u3068\u3001\u540c\u3058\u72b6\u614b\u304c\u4eba\u3054\u3068\u306b\u9055\u3046\u8a00\u8449\u3067\u66f8\u304b\u308c\u307e\u3059\u3002**\u8377\u4e3b\u3054\u3068\u306e\u7834\u640d\u306e\u96c6\u8a08\u3092\u53d6\u308d\u3046\u3068\u3057\u3066\u3082\u3001\u8a00\u8449\u304c\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u306e\u3067\u6570\u3048\u3089\u308c\u307e\u305b\u3093\u3002**","before_flow_steps":["\u8377\u4e3b\u304b\u3089\u524d\u65e5\u307e\u3067\u306b\u5c4a\u3044\u305f\u5165\u8377\u4e88\u5b9a\u306eCSV\u3092\u3001\u4e8b\u52d9\u6240\u304cWMS\u306b\u53d6\u308a\u8fbc\u307f\u3001\u691c\u54c1\u8868\u3092\u5370\u5237\u3059\u308b","\u30c8\u30e9\u30c3\u30af\u304c\u7740\u3044\u305f\u3089\u3001\u4f5c\u696d\u8005\u304c\u691c\u54c1\u8868\u3092\u6301\u3063\u3066\u8377\u3092\u4e0b\u308d\u3059","1\u884c\u305a\u3064\u3001\u54c1\u756a\u3092\u5916\u7bb1\u3068\u7167\u3089\u3057\u3001\u6570\u3092\u6570\u3048\u3001\u30ed\u30c3\u30c8\u3068\u8cde\u5473\u671f\u9650\u3092\u691c\u54c1\u8868\u306b\u66f8\u304f","\u7834\u640d\u30fb\u6fe1\u308c\u30fb\u30e9\u30d9\u30eb\u306e\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u4f59\u767d\u306b\u66f8\u304f","\u691c\u54c1\u8868\u3092\u4e8b\u52d9\u6240\u306b\u6e21\u3057\u3001\u4f5c\u696d\u8005\u306f\u683c\u7d0d\u306b\u79fb\u308b","\u4e8b\u52d9\u6240\u304c\u691c\u54c1\u8868\u3092\u898b\u306a\u304c\u3089\u3001\u6570\u91cf\u30fb\u30ed\u30c3\u30c8\u30fb\u671f\u9650\u3092WMS\u306b\u6253\u3061\u8fbc\u3080","\u4e88\u5b9a\u3068\u9055\u3046\u884c\u304c\u3042\u308c\u3070\u5009\u5eab\u306b\u96fb\u8a71\u3057\u3001\u4f5c\u696d\u8005\u306b\u6570\u3048\u76f4\u3057\u3066\u3082\u3089\u3046"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u524d\u65e5\u591c\u3001\u5165\u8377\u4e88\u5b9a\u306eCSV\u304b\u3089\u7fcc\u65e5\u306e\u54c1\u756a\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u3001\u4f5c\u696d\u8005\u306e\u7aef\u672b\u306b\u914d\u308b\n2. **\u3010\u4eba\u3011** \u4f5c\u696d\u8005\u306f\u30d8\u30c3\u30c9\u30bb\u30c3\u30c8\u3092\u4ed8\u3051\u3001\u7aef\u672b\u3067\u5165\u8377\u4e88\u5b9a\u306e\u4f1d\u7968\u3092\u9078\u3093\u3067\u691c\u54c1\u3092\u59cb\u3081\u308b\n3. **\u3010\u4eba\u3011** 1\u884c\u3054\u3068\u306b\u300c\u54c1\u756a\u3001\u6570\u91cf\u3001\u30ed\u30c3\u30c8\u3001\u671f\u9650\u3001\u7570\u5e38\u300d\u306e\u9806\u3067\u8aad\u307f\u4e0a\u3052\u308b\n4. **\u3010\u81ea\u52d5\u3011** Azure AI Speech \u304c\u8aad\u307f\u4e0a\u3052\u3092\u6587\u5b57\u306b\u3057\u3001\u78ba\u5b9a\u3057\u305f\u767a\u8a71\u3054\u3068\u306b\u4fe1\u983c\u5ea6\u3068\u4e00\u7dd2\u306b\u8fd4\u3059\n5. **\u3010\u81ea\u52d5\u3011** Azure OpenAI \u304c\u6587\u5b57\u306b\u3057\u305f\u767a\u8a71\u304b\u3089\u3001\u54c1\u756a\u30fb\u6570\u91cf\u30fb\u30ed\u30c3\u30c8\u30fb\u671f\u9650\u30fb\u7570\u5e38\u3092\u9805\u76ee\u306b\u53d6\u308a\u51fa\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u53d6\u308a\u51fa\u3057\u305f\u5024\u3092\u5165\u8377\u4e88\u5b9a\u306e\u884c\u3068\u7a81\u304d\u5408\u308f\u305b\u3001`match` \uff0f `qty_diff` \uff0f `lot_diff` \uff0f `unheard` \uff0f `not_in_plan` \u3092\u4ed8\u3051\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u7d50\u679c\u3092\u7aef\u672b\u306e\u753b\u9762\u306b\u8868\u793a\u3057\u3001`match` \u4ee5\u5916\u306a\u3089\u77ed\u3044\u901a\u77e5\u97f3\u3092\u9cf4\u3089\u3059\n8. **\u3010\u4eba\u3011** `unheard` \u306a\u3089\u8a00\u3044\u76f4\u3057\u3001`qty_diff` \u306a\u3089\u6570\u3048\u76f4\u3057\u3066\u3001\u3082\u3046\u4e00\u5ea6\u8aad\u307f\u4e0a\u3052\u308b\n9. **\u3010\u4eba\u3011** \u6570\u3048\u76f4\u3057\u3066\u3082\u5dee\u304c\u6b8b\u308b\u3082\u306e\u306f\u3001\u4f5c\u696d\u8005\u304c\u300c\u5dee\u7570\u78ba\u5b9a\u300d\u3068\u8aad\u307f\u4e0a\u3052\u3066\u6b21\u3078\u9032\u3080\n10. **\u3010\u4eba\u3011** \u4e8b\u52d9\u6240\u306f\u5dee\u7570\u306e\u78ba\u5b9a\u3057\u305f\u884c\u3068\u7570\u5e38\u306e\u8a18\u9332\u3060\u3051\u3092\u898b\u3066\u3001\u8377\u4e3b\u3078\u306e\u5831\u544a\u3092\u4f5c\u308b\n11. **\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u4e8b\u52d9\u6240\u304c\u78ba\u8a8d\u3057\u305f\u691c\u54c1\u8a18\u9332\u3092WMS\u306e\u5165\u8377\u5b9f\u7e3e\u3068\u3057\u3066\u53d6\u308a\u8fbc\u3080\n\n**8\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u4e88\u5b9a\u3068\u306e\u5dee\u3092\u8fd4\u3059\u306e\u306f\u3001\u4f5c\u696d\u8005\u304c\u307e\u3060\u7bb1\u306e\u524d\u306b\u3044\u308b\u3042\u3044\u3060\u3067\u3059\u3002**\u6570\u3048\u76f4\u3057\u304c\u68da\u5165\u308c\u306e\u524d\u306b\u7d42\u308f\u308b\u306e\u3067\u3001\u4e8b\u52d9\u6240\u304b\u3089\u5009\u5eab\u3078\u306e\u96fb\u8a71\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**9\u756a\u76ee\u3067\u300c\u5dee\u7570\u78ba\u5b9a\u300d\u3092\u4f5c\u696d\u8005\u306b\u8a00\u308f\u305b\u308b\u306e\u3082\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u6a5f\u68b0\u306f\u300c\u4e88\u5b9a\u3068\u9055\u3046\u300d\u3068\u8a00\u3048\u308b\u3060\u3051\u3067\u3001\u672c\u5f53\u306b\u8db3\u308a\u306a\u3044\u306e\u304b\u6570\u3048\u9593\u9055\u3044\u306a\u306e\u304b\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\u6570\u3048\u76f4\u3057\u305f\u3046\u3048\u3067\u306e\u5dee\u3060\u3068\u3001\u8a18\u9332\u306e\u4e0a\u3067\u533a\u5225\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u524d\u65e5\u591c\u3001\u5165\u8377\u4e88\u5b9a\u306eCSV\u304b\u3089\u7fcc\u65e5\u306e\u54c1\u756a\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u3001\u4f5c\u696d\u8005\u306e\u7aef\u672b\u306b\u914d\u308b","**\u3010\u4eba\u3011** \u4f5c\u696d\u8005\u306f\u30d8\u30c3\u30c9\u30bb\u30c3\u30c8\u3092\u4ed8\u3051\u3001\u7aef\u672b\u3067\u5165\u8377\u4e88\u5b9a\u306e\u4f1d\u7968\u3092\u9078\u3093\u3067\u691c\u54c1\u3092\u59cb\u3081\u308b","**\u3010\u4eba\u3011** 1\u884c\u3054\u3068\u306b\u300c\u54c1\u756a\u3001\u6570\u91cf\u3001\u30ed\u30c3\u30c8\u3001\u671f\u9650\u3001\u7570\u5e38\u300d\u306e\u9806\u3067\u8aad\u307f\u4e0a\u3052\u308b","**\u3010\u81ea\u52d5\u3011** Azure AI Speech \u304c\u8aad\u307f\u4e0a\u3052\u3092\u6587\u5b57\u306b\u3057\u3001\u78ba\u5b9a\u3057\u305f\u767a\u8a71\u3054\u3068\u306b\u4fe1\u983c\u5ea6\u3068\u4e00\u7dd2\u306b\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** Azure OpenAI \u304c\u6587\u5b57\u306b\u3057\u305f\u767a\u8a71\u304b\u3089\u3001\u54c1\u756a\u30fb\u6570\u91cf\u30fb\u30ed\u30c3\u30c8\u30fb\u671f\u9650\u30fb\u7570\u5e38\u3092\u9805\u76ee\u306b\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u53d6\u308a\u51fa\u3057\u305f\u5024\u3092\u5165\u8377\u4e88\u5b9a\u306e\u884c\u3068\u7a81\u304d\u5408\u308f\u305b\u3001`match` \uff0f `qty_diff` \uff0f `lot_diff` \uff0f `unheard` \uff0f `not_in_plan` \u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u7d50\u679c\u3092\u7aef\u672b\u306e\u753b\u9762\u306b\u8868\u793a\u3057\u3001`match` \u4ee5\u5916\u306a\u3089\u77ed\u3044\u901a\u77e5\u97f3\u3092\u9cf4\u3089\u3059","**\u3010\u4eba\u3011** `unheard` \u306a\u3089\u8a00\u3044\u76f4\u3057\u3001`qty_diff` \u306a\u3089\u6570\u3048\u76f4\u3057\u3066\u3001\u3082\u3046\u4e00\u5ea6\u8aad\u307f\u4e0a\u3052\u308b","**\u3010\u4eba\u3011** \u6570\u3048\u76f4\u3057\u3066\u3082\u5dee\u304c\u6b8b\u308b\u3082\u306e\u306f\u3001\u4f5c\u696d\u8005\u304c\u300c\u5dee\u7570\u78ba\u5b9a\u300d\u3068\u8aad\u307f\u4e0a\u3052\u3066\u6b21\u3078\u9032\u3080","**\u3010\u4eba\u3011** \u4e8b\u52d9\u6240\u306f\u5dee\u7570\u306e\u78ba\u5b9a\u3057\u305f\u884c\u3068\u7570\u5e38\u306e\u8a18\u9332\u3060\u3051\u3092\u898b\u3066\u3001\u8377\u4e3b\u3078\u306e\u5831\u544a\u3092\u4f5c\u308b","**\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u4e8b\u52d9\u6240\u304c\u78ba\u8a8d\u3057\u305f\u691c\u54c1\u8a18\u9332\u3092WMS\u306e\u5165\u8377\u5b9f\u7e3e\u3068\u3057\u3066\u53d6\u308a\u8fbc\u3080"],"architecture":"```\n\u5165\u8377\u4e88\u5b9aCSV\uff08\u8377\u4e3b\u304b\u3089\u524d\u65e5\u307e\u3067\u306b\u5c4a\u304f\uff09\n   \u2502  \u524d\u65e5\u591c\u306b\u7fcc\u65e5\u306e\u54c1\u756a\u4e00\u89a7\u3092\u4f5c\u308b\n   \u25bc\n\u4f5c\u696d\u8005\u306e\u7aef\u672b\uff08\u30d8\u30c3\u30c9\u30bb\u30c3\u30c8\uff0bAndroid\u7aef\u672b\u306e\u691c\u54c1\u30a2\u30d7\u30ea\uff09\n   \u2502  Speech SDK \u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u6587\u5b57\u8d77\u3053\u3057\uff08ja-JP\uff09\n   \u2502  \u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\uff1d\u305d\u306e\u65e5\u306e\u5165\u8377\u4e88\u5b9a\u306e\u54c1\u756a\n   \u25bc\nAzure AI Speech \u2500\u2500 \u78ba\u5b9a\u3057\u305f\u767a\u8a71\u30fb\u4fe1\u983c\u5ea6\u30fb\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b\n   \u25bc\nAzure Functions \u2500\u2500 \u767a\u8a71\u3092\u53d7\u3051\u53d6\u308a\u3001\u4f1d\u7968\u3068\u884c\u306e\u6587\u8108\u3092\u4ed8\u3051\u308b\n   \u25bc\nAzure OpenAI\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\u2500\u2500 \u54c1\u756a\u30fb\u6570\u91cf\u30fb\u30ed\u30c3\u30c8\u30fb\u671f\u9650\u30fb\u7570\u5e38\u3092\u53d6\u308a\u51fa\u3059\n   \u25bc\nAzure Functions \u2500\u2500 \u5165\u8377\u4e88\u5b9a\u306e\u884c\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u5224\u5b9a\u3092\u4ed8\u3051\u308b\n   \u25bc\n\u7aef\u672b\u306b\u7d50\u679c\u3092\u8fd4\u3059\uff08\u753b\u9762\u8868\u793a\uff0b\u901a\u77e5\u97f3\uff09\n   \u25bc\n\u3010\u4e8b\u52d9\u6240\u304c\u5dee\u7570\u3068\u7570\u5e38\u3060\u3051\u78ba\u8a8d\u3011\u2500\u2500 WMS\u3078\u5165\u8377\u5b9f\u7e3e\u3068\u3057\u3066\u53d6\u308a\u8fbc\u3080\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u51e6\u7406 | Azure AI Speech\uff08Speech SDK \u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6587\u5b57\u8d77\u3053\u3057\u3068\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\uff09 | Google Cloud Speech-to-Text\u3001Amazon Transcribe |\n| \u751f\u6210AI | Azure OpenAI\uff08Microsoft Foundry\uff09\uff08\u69cb\u9020\u5316\u51fa\u529b\u3067\u691c\u54c1\u8a18\u9332\u306e\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3059\uff09 | Claude API\u3001Gemini API |\n| \u9023\u643a | Azure Functions\uff08\u767a\u8a71\u306e\u53d7\u3051\u53d6\u308a\u3001\u5165\u8377\u4e88\u5b9a\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u3001\u7aef\u672b\u3078\u306e\u8fd4\u5374\uff09 | Azure Logic Apps |\n| \u4fdd\u7ba1 | Azure Blob Storage\uff08\u767a\u8a71\u306e\u97f3\u58f0\u3068\u8a8d\u8b58\u7d50\u679c\u306e\u63a7\u3048\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n| \u8a18\u9332 | \u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08\u5165\u8377\u4e88\u5b9a\u306e\u8aad\u307f\u51fa\u3057\u3068\u5165\u8377\u5b9f\u7e3e\u306e\u53d6\u308a\u8fbc\u307f\uff09 | \u8377\u4e3b\u3054\u3068\u306e\u5165\u8377\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n\n**\u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u5165\u8377\u4e88\u5b9a\u306fWMS\u304b\u3089\u66f8\u304d\u51fa\u3057\u3001\u78ba\u8a8d\u6e08\u307f\u306e\u691c\u54c1\u8a18\u9332\u306f\u65e2\u5b58\u306e\u53d6\u308a\u8fbc\u307f\u6a5f\u80fd\u3067\u5165\u308c\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u304b\u3089\u76f4\u63a5WMS\u306b\u66f8\u304d\u8fbc\u3080\u7d4c\u8def\u306f\u4f5c\u308a\u307e\u305b\u3093\u3002**\n\n**\u571f\u53f0\u306b\u306a\u308b\u306e\u306f\u3001Azure AI Speech \u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6587\u5b57\u8d77\u3053\u3057\u3067\u3059\u3002** Speech SDK \u3067\u97f3\u58f0\u3092\u6d41\u3057\u7d9a\u3051\u308b\u3068\u3001\u8a71\u3057\u3066\u3044\u308b\u9014\u4e2d\u306e\u63a8\u5b9a\uff08`Recognizing`\uff09\u3068\u3001\u3072\u3068\u307e\u3068\u307e\u308a\u306e\u767a\u8a71\u304c\u7d42\u308f\u3063\u305f\u3042\u3068\u306e\u78ba\u5b9a\u3057\u305f\u6587\u5b57\uff08`Recognized`\uff09\u304c\u9806\u306b\u8fd4\u308a\u307e\u3059\u3002**\u767a\u8a71\u306e\u7d42\u308f\u308a\u306f\u3001\u672b\u5c3e\u306e\u7121\u97f3\u3067\u5224\u65ad\u3055\u308c\u307e\u3059\u3002** \u9014\u4e2d\u306e\u63a8\u5b9a\u306f\u5f8c\u304b\u3089\u5909\u308f\u308b\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u78ba\u5b9a\u3057\u305f\u6587\u5b57\u3060\u3051\u3092\u4f7f\u3044\u307e\u3059\u3002\n\n**\u65e5\u672c\u8a9e\uff08ja-JP\uff09\u306f\u3001\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306e\u5bfe\u8c61\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002** \u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306f\u3001\u8a8d\u8b58\u3092\u59cb\u3081\u308b\u76f4\u524d\u306b\u8a9e\u53e5\u306e\u4e00\u89a7\u3092\u6e21\u3059\u3060\u3051\u3067\u52b9\u304d\u3001**\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306f\u8981\u308a\u307e\u305b\u3093\u3002** \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6587\u5b57\u8d77\u3053\u3057\u3068\u9ad8\u901f\u6587\u5b57\u8d77\u3053\u3057\u306eAPI\u3067\u4f7f\u3048\u3001**\u30d0\u30c3\u30c1\u6587\u5b57\u8d77\u3053\u3057\u3067\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002** \u4e00\u89a7\u306f2,000\u8a9e\u53e5\u4ee5\u5185\u306b\u53ce\u3081\u308b\u3088\u3046\u6848\u5185\u3055\u308c\u3066\u3044\u3066\u3001\u9577\u304f\u3059\u308b\u307b\u3069\u54c1\u8cea\u3068\u5f85\u3061\u6642\u9593\u306b\u5f71\u97ff\u3059\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**SDK \u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u4f7f\u3046\u5834\u5408\u306f\u3001\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306e\u91cd\u307f\u30920.0\u304b\u30892.0\u306e\u9593\u3067\u6c7a\u3081\u3089\u308c\u307e\u3059\u3002** 1.0\u304c\u65e2\u5b9a\u3067\u30012.0\u304c\u3044\u3061\u3070\u3093\u5f37\u304f\u52b9\u304d\u307e\u3059\u3002\u91cd\u307f\u306f\u4e00\u89a7\u5168\u4f53\u306b\u304b\u304b\u308a\u307e\u3059\u3002**\u54c1\u756a\u306e\u3088\u3046\u306b\u666e\u901a\u306e\u8a00\u8449\u3068\u4f3c\u3066\u3044\u306a\u3044\u8a9e\u53e5\u307b\u3069\u3001\u91cd\u307f\u3092\u4e0a\u3052\u308b\u610f\u5473\u304c\u3042\u308a\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u4f5c\u696d\u8005\u304c\u7aef\u672b\u3067\u5165\u8377\u4f1d\u7968\u3092\u9078\u3073\u3001\u691c\u54c1\u958b\u59cb\u3092\u62bc\u3057\u305f\u3068\u304d\u306b\u8a8d\u8b58\u3092\u59cb\u3081\u307e\u3059\u3002** \u5e38\u306b\u805e\u304d\u7d9a\u3051\u308b\u8a2d\u8a08\u306b\u306f\u3057\u307e\u305b\u3093\u3002\u5009\u5eab\u3067\u306f\u5468\u308a\u306e\u4f1a\u8a71\u3084\u30d5\u30a9\u30fc\u30af\u30ea\u30d5\u30c8\u306e\u8b66\u544a\u97f3\u3082\u62fe\u3046\u305f\u3081\u3001**\u691c\u54c1\u306e\u5bfe\u8c61\u3068\u6642\u9593\u3092\u533a\u5207\u3063\u305f\u307b\u3046\u304c\u3001\u8aa4\u3063\u3066\u8a18\u9332\u3055\u308c\u308b\u767a\u8a71\u304c\u6e1b\u308a\u307e\u3059\u3002**\n\n1\u884c\u305a\u3064\u306e\u533a\u5207\u308a\u306f\u3001\u767a\u8a71\u306e\u7d42\u308f\u308a\u3067\u3059\u3002Speech SDK \u306f\u672b\u5c3e\u306e\u7121\u97f3\u3067\u767a\u8a71\u306e\u7d42\u308f\u308a\u3092\u5224\u65ad\u3057\u3001\u78ba\u5b9a\u3057\u305f\u6587\u5b57\u3092 `Recognized` \u3068\u3057\u3066\u8fd4\u3057\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u306f\u3001\u78ba\u5b9a\u3057\u305f\u767a\u8a711\u3064\u3092\u300c\u691c\u54c1\u8a18\u9332\u306e1\u884c\u306e\u5019\u88dc\u300d\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002** \u9014\u4e2d\u306e\u63a8\u5b9a\uff08`Recognizing`\uff09\u306f\u753b\u9762\u306b\u8584\u304f\u8868\u793a\u3059\u308b\u3060\u3051\u3067\u3001\u5224\u5b9a\u306b\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002\n\n**\u3082\u3046\u4e00\u3064\u306e\u304d\u3063\u304b\u3051\u306f\u3001\u524d\u65e5\u591c\u306e\u5165\u8377\u4e88\u5b9a\u306e\u53d6\u308a\u8fbc\u307f\u3067\u3059\u3002** \u8377\u4e3b\u304b\u3089\u5c4a\u3044\u305fCSV\u3092WMS\u304c\u53d6\u308a\u8fbc\u3093\u3060\u3042\u3068\u3001\u7fcc\u65e5\u306e\u4f1d\u7968\u3054\u3068\u306b\u54c1\u756a\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u3001\u7aef\u672b\u306b\u914d\u308a\u307e\u3059\u3002**\u3053\u306e\u4e00\u89a7\u304c\u3001\u7fcc\u671d\u306e\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8aad\u307f\u4e0a\u3052\u306e\u97f3\u58f0 | \u4f5c\u696d\u8005\u306e\u30d8\u30c3\u30c9\u30bb\u30c3\u30c8\u306e\u30de\u30a4\u30af\u304b\u3089\u6d41\u3059\u97f3\u58f0 | \u691c\u54c1\u30a2\u30d7\u30ea |\n| \u8a8d\u8b58\u7d50\u679c | \u78ba\u5b9a\u3057\u305f\u6587\u5b57\u3001\u767a\u8a71\u306e\u958b\u59cb\u4f4d\u7f6e\u3068\u9577\u3055\u3001**\u4fe1\u983c\u5ea6**\u3001\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b | Azure AI Speech |\n| \u5165\u8377\u4e88\u5b9a | \u4f1d\u7968\u756a\u53f7\u3001\u884c\u756a\u53f7\u3001\u8377\u4e3b\u3001\u54c1\u756a\u3001\u54c1\u540d\u3001\u4e88\u5b9a\u6570\u91cf\u3001\u5358\u4f4d\uff08\u30b1\u30fc\u30b9\uff0f\u30d0\u30e9\uff09\u3001\u30ed\u30c3\u30c8\u6307\u5b9a\u306e\u6709\u7121 | WMS\u304b\u3089\u66f8\u304d\u51fa\u3057\u305fCSV |\n| \u54c1\u756a\u306e\u8aad\u307f\u65b9\u306e\u4e00\u89a7 | \u54c1\u756a\u3068\u3001\u73fe\u5834\u3067\u306e\u547c\u3073\u65b9\uff08\u300c\u30a8\u30fc\u30d3\u30fc\u30b7\u30fc\u300d\u300c\u30a8\u30fc\u30d9\u30fc\u30bb\u30fc\u300d\u306a\u3069\uff09 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n| \u7570\u5e38\u306e\u8a00\u8449\u306e\u4e00\u89a7 | \u300c\u5916\u7bb1\u3064\u3076\u308c\u300d\u300c\u6fe1\u308c\u300d\u300c\u30e9\u30d9\u30eb\u9055\u3044\u300d\u306a\u3069\u3001\u8a18\u9332\u306b\u4f7f\u3046\u8a00\u8449\u3068\u8a00\u3044\u63db\u3048\u306e\u5bfe\u5fdc | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e2\u3064\u3067\u3059\u3002** \u54c1\u756a\u306f\u3001\u540c\u3058\u300cABC-1207\u300d\u3067\u3082\u4eba\u306b\u3088\u3063\u3066\u8aad\u307f\u65b9\u304c\u9055\u3044\u307e\u3059\u3002**\u8aad\u307f\u65b9\u306e\u4e00\u89a7\u304c\u7121\u3044\u3068\u3001\u6587\u5b57\u306b\u306a\u3063\u305f\u300c\u30a8\u30fc\u30d3\u30fc\u30b7\u30fc \u3044\u3061\u306b\u30fc\u305c\u308d\u306a\u306a\u300d\u304c\u54c1\u756a\u306b\u623b\u305b\u307e\u305b\u3093\u3002** \u7570\u5e38\u306e\u8a00\u8449\u306e\u4e00\u89a7\u304c\u7121\u3044\u3068\u3001\u7b2c3\u7ae0\u306e\uff08d\uff09\u304c\u305d\u306e\u307e\u307e\u6b8b\u308a\u307e\u3059\u3002\n\n**\u4fe1\u983c\u5ea6\u306f\u3001Speech SDK \u306e\u8a73\u7d30\u306a\u7d50\u679c\u304b\u3089\u53d6\u308a\u307e\u3059\u3002** \u78ba\u5b9a\u3057\u305f\u7d50\u679c\u306b\u306f\u3001\u5019\u88dc\u306e\u4e00\u89a7\u3068\u3001\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6\u30fb\u8868\u793a\u7528\u306e\u6587\u5b57\u30fb\u6b63\u898f\u5316\u3057\u305f\u5f62\u304c\u4ed8\u304d\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u306f\u300c\u805e\u304d\u53d6\u308c\u305f\u304b\u300d\u306e\u5224\u65ad\u3092\u3053\u306e\u6570\u5024\u306b\u7f6e\u304d\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u8a8d\u8b58\u306f\u7aef\u672b\u5074\u3067\u52d5\u304b\u3057\u307e\u3059\u3002** \u691c\u54c1\u30a2\u30d7\u30ea\u306b Speech SDK \u3092\u7d44\u307f\u8fbc\u307f\u3001\u30d8\u30c3\u30c9\u30bb\u30c3\u30c8\u306e\u30de\u30a4\u30af\u3092\u5165\u529b\u306b\u3057\u3066\u3001\u8a00\u8a9e\u3092 `ja-JP` \u306b\u8a2d\u5b9a\u3057\u3066\u9023\u7d9a\u8a8d\u8b58\u3092\u59cb\u3081\u307e\u3059\u3002\u97f3\u58f0\u3092\u3044\u3063\u305f\u3093\u9332\u97f3\u3057\u3066\u304b\u3089\u9001\u308b\u5f62\u306b\u3057\u306a\u3044\u306e\u306f\u3001**\u7d50\u679c\u3092\u6570\u79d2\u3067\u4f5c\u696d\u8005\u306b\u8fd4\u3057\u305f\u3044\u304b\u3089\u3067\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u78ba\u5b9a\u3057\u305f\u6587\u5b57 | `Recognized` \u30a4\u30d9\u30f3\u30c8 | \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u306e\u5165\u529b |\n| \u9014\u4e2d\u306e\u63a8\u5b9a | `Recognizing` \u30a4\u30d9\u30f3\u30c8 | \u753b\u9762\u306b\u8868\u793a\u3057\u3001\u805e\u304d\u53d6\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u4f5c\u696d\u8005\u306b\u898b\u305b\u308b |\n| \u4fe1\u983c\u5ea6 | \u78ba\u5b9a\u3057\u305f\u7d50\u679c\u306e\u5019\u88dc\u4e00\u89a7 | `unheard` \u306e\u5224\u5b9a |\n| \u767a\u8a71\u306e\u958b\u59cb\u4f4d\u7f6e\u3068\u9577\u3055 | \u78ba\u5b9a\u3057\u305f\u7d50\u679c\u306e Offset \u3068 Duration | \u97f3\u58f0\u306e\u63a7\u3048\u3068\u306e\u5bfe\u5fdc\u4ed8\u3051 |\n| \u5358\u8a9e\u3054\u3068\u306e\u6642\u523b | \u5358\u8a9e\u5358\u4f4d\u306e\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3092\u8981\u6c42\u3057\u305f\u7d50\u679c | \u54c1\u756a\u3084\u6570\u91cf\u304c\u3069\u3053\u3067\u8a00\u308f\u308c\u305f\u304b\u3092\u5f8c\u304b\u3089\u805e\u304d\u76f4\u3059 |\n\n**\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b\u306f\u3001\u8a2d\u5b9a\u3067\u8981\u6c42\u3057\u306a\u3044\u3068\u8fd4\u308a\u307e\u305b\u3093\u3002** `SpeechConfig` \u3067\u5358\u8a9e\u5358\u4f4d\u306e\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3092\u8981\u6c42\u3057\u3066\u304a\u304d\u307e\u3059\u3002**\u4e8b\u52d9\u6240\u304c\u300c\u3053\u306e\u6570\u91cf\u306f\u672c\u5f53\u306b\u305d\u3046\u8a00\u3063\u305f\u304b\u300d\u3092\u78ba\u304b\u3081\u308b\u3068\u304d\u3001\u9332\u97f3\u306e\u8a72\u5f53\u7b87\u6240\u3060\u3051\u3092\u518d\u751f\u3067\u304d\u307e\u3059\u3002** \u6642\u523b\u306f100\u30ca\u30ce\u79d2\u30921\u3068\u3059\u308b\u5358\u4f4d\u3067\u3001\u8a8d\u8b58\u3092\u59cb\u3081\u305f\u6642\u70b9\u304b\u3089\u306e\u4f4d\u7f6e\u3068\u3057\u3066\u8fd4\u308a\u307e\u3059\u3002\n\n**\u5165\u8377\u4e88\u5b9a\u306f\u3001\u4f1d\u7968\u3092\u9078\u3093\u3060\u6642\u70b9\u3067\u7aef\u672b\u306b\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002** \u524d\u65e5\u591c\u306b\u914d\u3063\u305f\u4e00\u89a7\u304b\u3089\u3001\u305d\u306e\u4f1d\u7968\u306e\u884c\u3060\u3051\u3092\u53d6\u308a\u51fa\u3057\u3001**\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306b\u306f\u305d\u306e\u4f1d\u7968\u306e\u54c1\u756a\u3068\u3001\u54c1\u756a\u306e\u8aad\u307f\u65b9\u306e\u4e00\u89a7\u304b\u3089\u5f15\u3044\u305f\u547c\u3073\u65b9\u3092\u5165\u308c\u307e\u3059\u3002** \u4f1d\u79681\u679a\u306e\u54c1\u756a\u306f\u591a\u304f\u3066\u6570\u5341\u306a\u306e\u3067\u30012,000\u8a9e\u53e5\u306e\u76ee\u5b89\u306b\u306f\u5341\u5206\u53ce\u307e\u308a\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u3092\u4f1d\u7968\u3054\u3068\u306b\u4f5c\u308a\u76f4\u3059** \u2026 \u4f1d\u7968\u3092\u5207\u308a\u66ff\u3048\u308b\u305f\u3073\u306b\u3001\u305d\u306e\u4f1d\u7968\u306e\u54c1\u756a\u3068\u547c\u3073\u65b9\u3060\u3051\u3092\u5165\u308c\u76f4\u3057\u307e\u3059\u30021\u65e5\u5206\u306e\u5168\u54c1\u756a\u3092\u5165\u308c\u308b\u3068\u3001\u4f3c\u305f\u54c1\u756a\u3069\u3046\u3057\u304c\u5019\u88dc\u306b\u4e26\u3073\u307e\u3059\n2. **\u8aad\u307f\u4e0a\u3052\u306e\u9806\u3092\u56fa\u5b9a\u3059\u308b** \u2026 \u300c\u54c1\u756a\u3001\u6570\u91cf\u3001\u30ed\u30c3\u30c8\u3001\u671f\u9650\u3001\u7570\u5e38\u300d\u306e\u9806\u3067\u8aad\u3080\u3053\u3068\u3092\u6c7a\u3081\u3001\u691c\u54c1\u30a2\u30d7\u30ea\u306e\u753b\u9762\u306b\u3082\u8868\u793a\u3057\u307e\u3059\n3. **\u6570\u5b57\u306e\u8aad\u307f\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u300c\u3044\u3061\u3001\u306b\u3001\u3055\u3093\u300d\u30671\u6587\u5b57\u305a\u3064\u8aad\u3080\u306e\u304b\u3001\u300c\u3058\u3085\u3046\u306b\u300d\u3068\u307e\u3068\u3081\u3066\u8aad\u3080\u306e\u304b\u3092\u54c1\u756a\u3068\u6570\u91cf\u3067\u5206\u3051\u3066\u6c7a\u3081\u307e\u3059\n4. **\u82f1\u5b57\u306e\u8aad\u307f\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u30ed\u30c3\u30c8\u306e\u300cO\u300d\u3068\u300c0\u300d\u3001\u300cI\u300d\u3068\u300c1\u300d\u304c\u6df7\u3056\u3089\u306a\u3044\u3088\u3046\u3001\u82f1\u5b57\u306f\u300c\u30aa\u30fc\u300d\u3067\u306f\u306a\u304f\u300c\u30a2\u30eb\u30d5\u30a1\u30d9\u30c3\u30c8\u306e\u30aa\u30fc\u300d\u3068\u8aad\u3080\u3001\u306a\u3069\u306e\u898f\u5247\u3092\u6c7a\u3081\u307e\u3059\n5. **\u767a\u8a71\u306e\u6587\u8108\u3092\u4ed8\u3051\u308b** \u2026 \u78ba\u5b9a\u3057\u305f\u767a\u8a71\u3092\u9001\u308b\u3068\u304d\u3001\u4f1d\u7968\u756a\u53f7\u30fb\u3044\u307e\u691c\u54c1\u3057\u3066\u3044\u308b\u884c\u306e\u756a\u53f7\u30fb\u76f4\u524d\u306b\u78ba\u5b9a\u3057\u305f\u884c\u3092\u4e00\u7dd2\u306b\u4ed8\u3051\u307e\u3059\n6. **\u77ed\u3059\u304e\u308b\u767a\u8a71\u3092\u9664\u304f** \u2026 \u300c\u3048\u30fc\u300d\u300c\u3088\u3057\u300d\u306a\u3069\u30011\u301c2\u8a9e\u306e\u78ba\u5b9a\u767a\u8a71\u306f\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u306b\u56de\u3057\u307e\u305b\u3093\n7. **\u97f3\u58f0\u306e\u63a7\u3048\u3092\u4fdd\u5b58\u3059\u308b** \u2026 \u767a\u8a71\u3054\u3068\u306e\u97f3\u58f0\u3092 Blob Storage \u306b\u7f6e\u304d\u3001\u8a8d\u8b58\u7d50\u679c\u3068\u540c\u3058ID\u3092\u4ed8\u3051\u307e\u3059\n\n**3\u756a\u76ee\u30684\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u97f3\u58f0\u306e\u8a8d\u8b58\u306f\u3001\u805e\u3053\u3048\u305f\u97f3\u3092\u6587\u5b57\u306b\u3059\u308b\u3068\u3053\u308d\u307e\u3067\u3067\u3059\u3002**\u300c\u3058\u3085\u3046\u306b\u300d\u304c\u300c12\u300d\u306a\u306e\u304b\u300c10\u30682\u300d\u306a\u306e\u304b\u306f\u3001\u8aad\u307f\u65b9\u306e\u898f\u5247\u304c\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u3068\u5f8c\u6bb5\u3067\u3082\u6c7a\u3081\u3089\u308c\u307e\u305b\u3093\u3002** \u73fe\u5834\u3067\u5b88\u308c\u308b\u898f\u5247\u3092\u3001\u6700\u521d\u306b1\u679a\u306e\u7d19\u306b\u3057\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u78ba\u5b9a\u3057\u305f1\u3064\u306e\u767a\u8a71\u304b\u30895\u3064\u306e\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3001\u6839\u62e0\u306b\u3057\u305f\u90e8\u5206\u3092\u305d\u306e\u307e\u307e\u66f8\u304d\u51fa\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u4e88\u5b9a\u3068\u6bd4\u3079\u308b\u5224\u5b9a\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u53d6\u308a\u51fa\u3059\u9805\u76ee | \u53d6\u308a\u51fa\u3057\u65b9 | \u53d6\u308a\u51fa\u305b\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u54c1\u756a | \u767a\u8a71\u306e\u4e2d\u306e\u54c1\u756a\u3089\u3057\u3044\u90e8\u5206\u3092\u3001\u6e21\u3057\u305f\u4f1d\u7968\u306e\u54c1\u756a\u306e\u5019\u88dc\u304b\u3089\u9078\u3076 | \u5019\u88dc\u306b\u7121\u3051\u308c\u3070 `not_in_list`\u3001\u805e\u304d\u53d6\u3063\u305f\u6587\u5b57\u306f\u305d\u306e\u307e\u307e\u6b8b\u3059 |\n| \u6570\u91cf | \u6570\u5b57\u3068\u5358\u4f4d\uff08\u30b1\u30fc\u30b9\uff0f\u30d0\u30e9\uff0f\u500b\uff09 | \u5358\u4f4d\u304c\u8a00\u308f\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `unit_unknown` |\n| \u30ed\u30c3\u30c8 | \u82f1\u6570\u5b57\u306e\u4e26\u3073\u3002\u8aad\u307f\u65b9\u306e\u898f\u5247\u3067\u6587\u5b57\u306b\u623b\u3059 | \u898f\u5247\u3067\u623b\u305b\u306a\u3044\u6587\u5b57\u304c\u3042\u308c\u3070 `unclear` |\n| \u8cde\u5473\u671f\u9650 | \u5e74\u6708\u65e5\u307e\u305f\u306f\u5e74\u6708 | \u5e74\u304c\u7701\u7565\u3055\u308c\u3066\u3044\u308c\u3070\u88dc\u308f\u305a `partial` |\n| \u7570\u5e38 | \u7570\u5e38\u306e\u8a00\u8449\u306e\u4e00\u89a7\u304b\u3089\u6700\u3082\u8fd1\u3044\u8a9e\u3092\u9078\u3076 | \u4e00\u89a7\u306b\u7121\u3051\u308c\u3070\u805e\u304d\u53d6\u3063\u305f\u8a00\u8449\u306e\u307e\u307e `other` |\n\n**\u53f3\u7aef\u306e\u5217\u304c\u5927\u4e8b\u3067\u3059\u3002** \u53d6\u308a\u51fa\u305b\u306a\u304b\u3063\u305f\u3053\u3068\u3092\u3001\u7a7a\u6b04\u3067\u306f\u306a\u304f**\u7406\u7531\u306e\u4ed8\u3044\u305f\u5024**\u3067\u8fd4\u3055\u305b\u307e\u3059\u3002**\u7a7a\u6b04\u3068\u300c\u8a00\u308f\u308c\u306a\u304b\u3063\u305f\u300d\u306f\u9055\u3044\u307e\u3059\u3002** \u7570\u5e38\u3092\u8a00\u308f\u306a\u304b\u3063\u305f\u884c\u306f\u300c\u7570\u5e38\u306a\u3057\u300d\u3067\u3059\u304c\u3001\u671f\u9650\u3092\u8a00\u308f\u306a\u304b\u3063\u305f\u884c\u306f\u300c\u8a18\u9332\u6f0f\u308c\u300d\u3067\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u4e88\u5b9a\u6570\u91cf\u3068\u306e\u6bd4\u8f03 | \u6bd4\u8f03\u306f\u898f\u5247\u3067\u884c\u3046\u3002AI\u306b\u6bd4\u3079\u3055\u305b\u308b\u3068\u3001\u4e88\u5b9a\u306b\u5408\u308f\u305b\u3066\u6570\u3092\u8aad\u307f\u66ff\u3048\u308b |\n| \u54c1\u756a\u306e\u63a8\u6e2c | \u5019\u88dc\u306b\u7121\u3044\u3082\u306e\u3092\u3001\u4f3c\u305f\u54c1\u756a\u306b\u5bc4\u305b\u306a\u3044 |\n| \u671f\u9650\u306e\u5e74\u306e\u88dc\u5b8c | \u300c3\u6708\u300d\u3068\u3057\u304b\u8a00\u3063\u3066\u3044\u306a\u3044\u3082\u306e\u3092\u3001\u4eca\u5e74\u3084\u6765\u5e74\u306b\u6c7a\u3081\u306a\u3044 |\n| \u7570\u5e38\u306e\u91cd\u3055\u306e\u8a55\u4fa1 | \u53d7\u3051\u5165\u308c\u308b\u304b\u306f\u8377\u4e3b\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3067\u3001\u4eba\u304c\u6c7a\u3081\u308b |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u4e88\u5b9a\u6570\u91cf\u3092\u4e00\u7dd2\u306b\u6e21\u3059\u3068\u3001\u805e\u304d\u53d6\u308a\u304c\u66d6\u6627\u306a\u6570\u91cf\u3092\u4e88\u5b9a\u3069\u304a\u308a\u306e\u6570\u306b\u5bc4\u305b\u3066\u8fd4\u3057\u307e\u3059\u3002**\u305d\u306e\u77ac\u9593\u3001\u62fe\u3044\u305f\u304b\u3063\u305f\u5dee\u7570\u304c\u6d88\u3048\u307e\u3059\u3002** \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u306b\u306f\u4e88\u5b9a\u6570\u91cf\u3092\u6e21\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\u7269\u6d41\u5009\u5eab\u306e\u5165\u8377\u691c\u54c1\u3067\u3001\u4f5c\u696d\u8005\u306e\u8aad\u307f\u4e0a\u3052\u3092\u691c\u54c1\u8a18\u9332\u306e\u9805\u76ee\u306b\u53d6\u308a\u51fa\u3059\u4fc2\u3067\u3059\u3002\n\u97f3\u58f0\u8a8d\u8b58\u304c\u8fd4\u3057\u305f\u6587\u5b57\u3060\u3051\u3092\u898b\u3066\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\n1. item_code\uff08\u54c1\u756a\uff09\u2026 \u4e0b\u306e\u3010\u3053\u306e\u4f1d\u7968\u306e\u54c1\u756a\u306e\u5019\u88dc\u3011\u304b\u3089\u9078\u3076\n2. quantity \u3068 unit\uff08\u6570\u91cf\u3068\u5358\u4f4d\uff09\u2026 \u5358\u4f4d\u306f\u30b1\u30fc\u30b9\uff0f\u30d0\u30e9\uff0f\u500b\u306e\u3044\u305a\u308c\u304b\n3. lot\uff08\u30ed\u30c3\u30c8\uff09\u2026 \u4e0b\u306e\u3010\u8aad\u307f\u65b9\u306e\u898f\u5247\u3011\u3067\u82f1\u6570\u5b57\u306b\u623b\u3059\n4. best_before\uff08\u8cde\u5473\u671f\u9650\uff09\u2026 YYYY-MM-DD \u307e\u305f\u306f YYYY-MM\n5. anomaly\uff08\u7570\u5e38\uff09\u2026 \u4e0b\u306e\u3010\u7570\u5e38\u306e\u8a00\u8449\u306e\u4e00\u89a7\u3011\u304b\u3089\u9078\u3076\u3002\u8a00\u308f\u308c\u3066\u3044\u306a\u3051\u308c\u3070 none\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u54c1\u756a\u306f\u5019\u88dc\u306e\u4e2d\u304b\u3089\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\u5019\u88dc\u306b\u7121\u3044\u5834\u5408\u306f item_code \u3092\u7a7a\u306b\u3057\u3001\n  status \u3092 not_in_list \u3068\u3057\u3066\u3001\u805e\u304d\u53d6\u3063\u305f\u6587\u5b57\u3092 heard \u306b\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4f3c\u3066\u3044\u308b\u54c1\u756a\u306b\u5bc4\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6570\u91cf\u306f\u8a00\u308f\u308c\u305f\u6570\u5b57\u3060\u3051\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u8a08\u7b97\u3084\u63db\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5358\u4f4d\u304c\u8a00\u308f\u308c\u3066\u3044\u306a\u3051\u308c\u3070 unit \u3092\u7a7a\u306b\u3057\u3001status \u3092 unit_unknown \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u671f\u9650\u306e\u5e74\u304c\u8a00\u308f\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u5e74\u3092\u88dc\u308f\u305a\u306b status \u3092 partial \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7570\u5e38\u304c\u4e00\u89a7\u306b\u7121\u3044\u8a00\u8449\u306a\u3089 anomaly \u3092 other \u3068\u3057\u3001\u805e\u304d\u53d6\u3063\u305f\u8a00\u8449\u3092 heard \u306b\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- 1\u3064\u306e\u767a\u8a71\u306b2\u884c\u5206\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001lines \u306b2\u3064\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n- \u691c\u54c1\u3068\u95a2\u4fc2\u306e\u306a\u3044\u767a\u8a71\uff08\u300c\u3048\u30fc\u300d\u300c\u6b21\u3044\u304d\u307e\u3059\u300d\u306a\u3069\uff09\u306f lines \u3092\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u305d\u306e\u9805\u76ee\u306e\u6839\u62e0\u306b\u3057\u305f\u90e8\u5206\u3092\u3001\u8a8d\u8b58\u7d50\u679c\u304b\u3089\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e88\u5b9a\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3001\u53d7\u3051\u5165\u308c\u3066\u3088\u3044\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u97f3\u58f0\u8a8d\u8b58\u306e\u7d50\u679c\u3011{recognized_text}\n\u3010\u3053\u306e\u4f1d\u7968\u306e\u54c1\u756a\u306e\u5019\u88dc\u3068\u547c\u3073\u65b9\u3011{item_candidates}\n\u3010\u8aad\u307f\u65b9\u306e\u898f\u5247\u3011{reading_rules}\n\u3010\u7570\u5e38\u306e\u8a00\u8449\u306e\u4e00\u89a7\u3011{anomaly_terms}\n```\n\n**\u300c\u4f3c\u3066\u3044\u308b\u54c1\u756a\u306b\u5bc4\u305b\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u5019\u88dc\u306e\u4e2d\u3067\u6700\u3082\u8fd1\u3044\u3082\u306e\u3092\u9078\u3073\u307e\u3059\u3002** \u5019\u88dc\u3092\u6e21\u3059\u4ee5\u4e0a\u3001AI\u306f\u305d\u306e\u4e2d\u304b\u3089\u7b54\u3048\u3088\u3046\u3068\u3057\u307e\u3059\u3002**\u5019\u88dc\u306b\u7121\u3044\u3068\u3044\u3046\u3053\u3068\u81ea\u4f53\u304c\u3001\u8aa4\u914d\u9001\u3084\u8377\u4e3b\u306e\u4e88\u5b9a\u306e\u6f0f\u308c\u3092\u898b\u3064\u3051\u308b\u624b\u304c\u304b\u308a\u3067\u3059\u3002**\n\n**\u4e88\u5b9a\u6570\u91cf\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5165\u308c\u3066\u3044\u306a\u3044\u306e\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u6bd4\u8f03\u306e\u6750\u6599\u3092\u6e21\u3055\u306a\u3051\u308c\u3070\u3001\u6bd4\u8f03\u306e\u3057\u3088\u3046\u304c\u3042\u308a\u307e\u305b\u3093\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Azure OpenAI \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u69cb\u9020\u5316\u51fa\u529b\u306f\u3001\u547c\u3073\u51fa\u3057\u306e\u3068\u304d\u306b\u6e21\u3057\u305fJSON\u30b9\u30ad\u30fc\u30de\u306b\u51fa\u529b\u3092\u5f93\u308f\u305b\u308b\u6a5f\u80fd\u3067\u3001**\u578b\u306e\u5408\u308f\u306a\u3044\u5024\u3084\u9805\u76ee\u306e\u629c\u3051\u3067\u5f8c\u6bb5\u306e\u7a81\u304d\u5408\u308f\u305b\u304c\u6b62\u307e\u308b\u3053\u3068\u3092\u9632\u3052\u307e\u3059\u3002** \u30b9\u30ad\u30fc\u30de\u3067\u306f\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3057\u3001`additionalProperties` \u3092 `false` \u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"utterance_id\": \"\",\n  \"lines\": [\n    {\n      \"item_code\": \"\",\n      \"heard\": \"\",\n      \"quantity\": 0,\n      \"unit\": \"case | piece | each | \",\n      \"lot\": \"\",\n      \"best_before\": \"\",\n      \"anomaly\": \"none | crushed | wet | label_mismatch | other\",\n      \"status\": \"ok | not_in_list | unit_unknown | partial | unclear\",\n      \"evidence\": \"\"\n    }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001AI\u306e\u53d6\u308a\u51fa\u3057\u3068\u898f\u5247\u306e\u5224\u5b9a\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `lines` \u306fAI\u304c\u57cb\u3081\u3001\u4e88\u5b9a\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u306f Azure Functions \u304c\u898f\u5247\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u5224\u5b9a | \u6761\u4ef6 |\n|:--|:--|\n| `unheard` | \u8a8d\u8b58\u306e\u4fe1\u983c\u5ea6\u304c\u3057\u304d\u3044\u5024\u672a\u6e80\u3001\u307e\u305f\u306f `status` \u304c `unclear` |\n| `not_in_plan` | `status` \u304c `not_in_list`\uff08\u4f1d\u7968\u306b\u7121\u3044\u54c1\u756a\uff09 |\n| `qty_diff` | \u54c1\u756a\u304c\u4e00\u81f4\u3057\u3001\u6570\u91cf\u307e\u305f\u306f\u5358\u4f4d\u304c\u4e88\u5b9a\u3068\u9055\u3046 |\n| `lot_diff` | \u30ed\u30c3\u30c8\u6307\u5b9a\u306e\u3042\u308b\u884c\u3067\u3001\u30ed\u30c3\u30c8\u304c\u6307\u5b9a\u3068\u9055\u3046 |\n| `match` | \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 |\n\n**`unheard` \u3092\u5148\u306b\u5224\u5b9a\u3059\u308b\u306e\u304c\u8981\u3067\u3059\u3002** \u4fe1\u983c\u5ea6\u304c\u4f4e\u3044\u767a\u8a71\u306f\u3001\u6570\u91cf\u304c\u4e88\u5b9a\u3068\u9055\u3063\u3066\u898b\u3048\u3066\u3082 `qty_diff` \u306b\u3057\u307e\u305b\u3093\u3002**\u805e\u304d\u53d6\u308a\u306e\u554f\u984c\u3092\u3001\u5dee\u7570\u3068\u3057\u3066\u8a18\u9332\u3057\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u3057\u304d\u3044\u5024\u306f\u3001\u6700\u521d\u306e1\u304b\u6708\u306e\u7d50\u679c\u3092\u898b\u3066\u6c7a\u3081\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7aef\u672b\u306e\u753b\u9762\u3092\u9805\u76ee\u3054\u3068\u306b\u7d44\u307f\u7acb\u3066\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u4f5c\u696d\u8005\u306b\u306f\u300c\u54c1\u756a ABC-1207 \uff0f 12\u30b1\u30fc\u30b9 \uff0f \u30ed\u30c3\u30c8 A0315 \uff0f \u671f\u9650 2027-03\u300d\u3068\u9805\u76ee\u3067\u8fd4\u3057\u3001\u9055\u3046\u9805\u76ee\u3060\u3051\u8272\u3092\u5909\u3048\u307e\u3059\u3002**\u81ea\u7531\u6587\u3067\u8fd4\u3059\u3068\u3001\u3069\u3053\u304c\u9055\u3046\u304b\u3092\u4f5c\u696d\u8005\u304c\u8aad\u307f\u53d6\u3089\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u691c\u54c1\u30a2\u30d7\u30ea\uff08\u7aef\u672b\uff09 | Speech SDK | \u30d8\u30c3\u30c9\u30bb\u30c3\u30c8\u306e\u97f3\u58f0\u3092\u6d41\u3057\u3001\u78ba\u5b9a\u3057\u305f\u767a\u8a71\u3068\u4fe1\u983c\u5ea6\u3092\u53d7\u3051\u53d6\u308b |\n| Azure Functions | HTTP\u306e\u547c\u3073\u51fa\u3057 | \u78ba\u5b9a\u3057\u305f\u767a\u8a71\u3092\u53d7\u3051\u53d6\u308a\u3001\u6587\u8108\u3092\u4ed8\u3051\u3066\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3078\u56de\u3059 |\n| Azure OpenAI | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u767a\u8a71\u304b\u3089\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3059 |\n| WMS | CSV\u306e\u66f8\u304d\u51fa\u3057\u3068\u53d6\u308a\u8fbc\u307f | \u5165\u8377\u4e88\u5b9a\u3092\u8aad\u307f\u3001\u78ba\u8a8d\u6e08\u307f\u306e\u691c\u54c1\u8a18\u9332\u3092\u5165\u8377\u5b9f\u7e3e\u3068\u3057\u3066\u5165\u308c\u308b |\n| Blob Storage | \u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58 | \u767a\u8a71\u306e\u97f3\u58f0\u3068\u8a8d\u8b58\u7d50\u679c\u306e\u63a7\u3048 |\n\n**WMS\u3078\u306f\u76f4\u63a5\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u4e8b\u52d9\u6240\u304c\u78ba\u8a8d\u3057\u305f\u691c\u54c1\u8a18\u9332\u3060\u3051\u3092\u3001\u65e2\u5b58\u306e\u53d6\u308a\u8fbc\u307f\u6a5f\u80fd\u3067\u5165\u308c\u307e\u3059\u3002**\u97f3\u58f0\u306e\u8aa4\u8a8d\u8b58\u304c\u3001\u305d\u306e\u307e\u307e\u5728\u5eab\u6570\u306b\u5165\u308b\u7d4c\u8def\u3092\u4f5c\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002**\n\n**\u7aef\u672b\u3078\u306e\u8fd4\u5374\u306f\u30011\u3064\u306e\u767a\u8a71\u3054\u3068\u306b\u884c\u3044\u307e\u3059\u3002** \u4f1d\u7968\u306e\u5168\u884c\u304c\u7d42\u308f\u3063\u3066\u304b\u3089\u307e\u3068\u3081\u3066\u8fd4\u3059\u3068\u3001\u5dee\u7570\u304c\u5206\u304b\u308b\u306e\u306f\u6700\u5f8c\u306e\u7bb1\u3092\u7f6e\u3044\u305f\u5f8c\u306b\u306a\u308a\u3001**\u6570\u3048\u76f4\u3057\u306e\u305f\u3081\u306b\u8377\u3092\u63a2\u3057\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4f5c\u696d\u8005\u306f\u3001\u753b\u9762\u3068\u901a\u77e5\u97f3\u3067\u5168\u884c\u3092\u898b\u307e\u3059\u3002** \u305f\u3060\u3057\u898b\u308b\u306e\u306f\u3001`match` \u4ee5\u5916\u306e\u884c\u3060\u3051\u3067\u8db3\u308a\u307e\u3059\u3002`match` \u306e\u884c\u306f\u753b\u9762\u306b\u7dd1\u3067\u4e26\u3076\u3060\u3051\u3067\u3001\u624b\u3092\u6b62\u3081\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n1. **`unheard` \u306f\u8a00\u3044\u76f4\u3059** \u2026 \u753b\u9762\u306b\u805e\u304d\u53d6\u3063\u305f\u6587\u5b57\u304c\u51fa\u308b\u306e\u3067\u3001\u3069\u3053\u304c\u9055\u3046\u304b\u3092\u898b\u3066\u3001\u305d\u306e\u9805\u76ee\u3060\u3051\u8a00\u3044\u76f4\u3057\u307e\u3059\n2. **`qty_diff` \u3068 `lot_diff` \u306f\u6570\u3048\u76f4\u3059** \u2026 \u8377\u304c\u307e\u3060\u76ee\u306e\u524d\u306b\u3042\u308b\u3046\u3061\u306b\u6570\u3048\u76f4\u3057\u3001\u540c\u3058\u306a\u3089\u300c\u5dee\u7570\u78ba\u5b9a\u300d\u3068\u8aad\u307f\u4e0a\u3052\u307e\u3059\n3. **`not_in_plan` \u306f\u8377\u672d\u3092\u78ba\u304b\u3081\u308b** \u2026 \u4f1d\u7968\u9055\u3044\u306e\u8377\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\n\n**\u4e8b\u52d9\u6240\u304c\u898b\u308b\u306e\u306f\u3001\u5dee\u7570\u306e\u78ba\u5b9a\u3057\u305f\u884c\u3068\u3001\u7570\u5e38\u306e\u8a18\u9332\u3060\u3051\u3067\u3059\u3002**\n\n4. **\u5dee\u7570\u306e\u78ba\u5b9a\u3057\u305f\u884c\u3092\u898b\u308b** \u2026 \u5fc5\u8981\u306a\u3089\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b\u304b\u3089\u9332\u97f3\u306e\u8a72\u5f53\u7b87\u6240\u3092\u518d\u751f\u3057\u3001**\u672c\u5f53\u306b\u305d\u306e\u6570\u3092\u8a00\u3063\u305f\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\n5. **\u7570\u5e38\u306e\u8a18\u9332\u3092\u898b\u308b** \u2026 `other` \u3067\u6b8b\u3063\u305f\u8a00\u8449\u3092\u4e00\u89a7\u306e\u8a9e\u306b\u76f4\u3057\u307e\u3059\n6. **\u53d6\u308a\u8fbc\u307f\u3092\u627f\u8a8d\u3059\u308b** \u2026 \u78ba\u8a8d\u304c\u6e08\u3093\u3060\u4f1d\u7968\u3060\u3051\u3092WMS\u306b\u5165\u308c\u307e\u3059\n\n**4\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6570\u91cf\u306e\u5dee\u7570\u306f\u3001\u8377\u4e3b\u3078\u306e\u5831\u544a\u3068\u8acb\u6c42\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002**\u8a00\u3044\u9593\u9055\u3044\u3084\u805e\u304d\u9593\u9055\u3044\u3092\u5dee\u7570\u3068\u3057\u3066\u5831\u544a\u3057\u305f1\u4ef6\u306f\u3001\u8377\u4e3b\u3068\u306e\u6b21\u306e\u6708\u306b\u6b8b\u308a\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5468\u308a\u306e\u9a12\u97f3\u3067\u8a8d\u8b58\u304c\u9014\u5207\u308c\u308b | \u4fe1\u983c\u5ea6\u304c\u4e0b\u304c\u308a `unheard` \u306b\u306a\u308b\u3002**\u30d8\u30c3\u30c9\u30bb\u30c3\u30c8\u306e\u30de\u30a4\u30af\u306e\u4f4d\u7f6e\u3068\u3001\u691c\u54c1\u5834\u6240\u306e\u914d\u7f6e\u3092\u898b\u76f4\u3059** |\n| 1\u3064\u306e\u767a\u8a71\u306b2\u884c\u5206\u3092\u7d9a\u3051\u3066\u8a00\u3046 | `lines` \u306b2\u3064\u4e26\u3079\u308b\u3002**\u5206\u3051\u3089\u308c\u306a\u304b\u3063\u305f\u3082\u306e\u306f `unheard` \u3067\u8a00\u3044\u76f4\u3057** |\n| \u4f1d\u7968\u306b\u7121\u3044\u54c1\u756a\u304c\u5c4a\u304f | `not_in_plan`\u3002\u8377\u672d\u3068\u4f1d\u7968\u3092\u78ba\u304b\u3081\u3001\u4e8b\u52d9\u6240\u3078\u56de\u3059 |\n| \u4e88\u5b9a\u306b\u7121\u3044\u8377\u4e3b\u306e\u8377\u304c\u6df7\u3056\u308b | \u4f1d\u7968\u306e\u9078\u3073\u9593\u9055\u3044\u3092\u7591\u3046\u3002**\u753b\u9762\u306b\u4f1d\u7968\u756a\u53f7\u3092\u5927\u304d\u304f\u51fa\u3057\u3066\u304a\u304f** |\n| \u901a\u4fe1\u304c\u5207\u308c\u308b | \u7aef\u672b\u306b\u767a\u8a71\u306e\u6587\u5b57\u3092\u4e00\u6642\u4fdd\u5b58\u3057\u3001\u3064\u306a\u304c\u3063\u305f\u3089\u9001\u308a\u76f4\u3059\u3002**\u97f3\u58f0\u306e\u63a7\u3048\u306f\u7aef\u672b\u306b\u6b8b\u3059** |\n| \u4f5c\u696d\u8005\u304c\u8aad\u307f\u4e0a\u3052\u306e\u9806\u3092\u5909\u3048\u308b | \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u306f\u9806\u306b\u4f9d\u5b58\u3055\u305b\u306a\u3044\u3002**\u305f\u3060\u3057\u898f\u5247\u306f\u5b88\u3063\u3066\u3082\u3089\u3046** |\n| \u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u304c\u6e21\u3063\u3066\u3044\u306a\u3044 | \u54c1\u756a\u306e `not_in_list` \u304c\u6025\u306b\u5897\u3048\u308b\u3002**\u4f1d\u7968\u306e\u5207\u308a\u66ff\u3048\u306e\u305f\u3073\u306b\u5165\u308c\u76f4\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u898b\u308b** |\n| \u30ed\u30c3\u30c8\u306b\u8aad\u307f\u65b9\u306e\u898f\u5247\u5916\u306e\u6587\u5b57\u304c\u3042\u308b | `unclear` \u3067\u4eba\u3078\u3002**\u305d\u306e\u8377\u4e3b\u306e\u30ed\u30c3\u30c8\u306e\u66f8\u5f0f\u3092\u898f\u5247\u306b\u8db3\u3059** |\n\n**\u4e0a\u304b\u30892\u884c\u76ee\u307e\u3067\u304c\u3001\u904b\u7528\u306e\u521d\u3081\u306e\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u3061\u3089\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u30de\u30a4\u30af\u3068\u8a71\u3057\u65b9\u306e\u554f\u984c\u3067\u3059\u3002** \u5224\u5b9a\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u3088\u308a\u3001\u8aad\u307f\u4e0a\u3052\u306e\u898f\u5247\u3092\u73fe\u5834\u3067\u5b88\u308c\u308b\u5f62\u306b\u3059\u308b\u307b\u3046\u304c\u52b9\u304d\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u767a\u8a71\u3054\u3068\u306e\u97f3\u58f0\u3068\u3001\u78ba\u5b9a\u3057\u305f\u6587\u5b57\u30fb\u4fe1\u983c\u5ea6\u30fb\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b\n- \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u7d50\u679c\uff08`lines`\uff09\u3068\u3001\u305d\u306e\u3068\u304d\u306b\u6e21\u3057\u305f\u54c1\u756a\u306e\u5019\u88dc\n- \u4e88\u5b9a\u3068\u306e\u5224\u5b9a\uff08`match`\uff0f`qty_diff`\uff0f`lot_diff`\uff0f`unheard`\uff0f`not_in_plan`\uff09\n- **\u8a00\u3044\u76f4\u3057\u3068\u6570\u3048\u76f4\u3057\u306e\u8a18\u9332** \u2026 \u3069\u306e\u884c\u3067\u3001\u4f55\u56de\u3001\u3069\u3046\u5909\u308f\u3063\u305f\u304b\n- \u4e8b\u52d9\u6240\u304c\u76f4\u3057\u305f\u9805\u76ee\u3068\u3001\u53d6\u308a\u8fbc\u307f\u306e\u627f\u8a8d\u8005\n- **\u4f5c\u696d\u8005\u3054\u3068\u30fb\u6642\u9593\u5e2f\u3054\u3068\u306e `unheard` \u306e\u767a\u751f\u7387**\n\n**4\u3064\u76ee\u3067\u300c\u3069\u3046\u5909\u308f\u3063\u305f\u304b\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u5dee\u7570\u306e\u78ba\u5b9a\u306e\u91cd\u307f\u304c\u5909\u308f\u308b\u304b\u3089\u3067\u3059\u3002** \u6570\u3048\u76f4\u3057\u3066\u540c\u3058\u6570\u3060\u3063\u305f\u5dee\u7570\u3068\u3001\u8a00\u3044\u76f4\u3057\u3066\u6d88\u3048\u305f\u5dee\u7570\u306f\u3001**\u8377\u4e3b\u3078\u306e\u5831\u544a\u306e\u78ba\u304b\u3089\u3057\u3055\u304c\u9055\u3044\u307e\u3059\u3002**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u30de\u30a4\u30af\u3068\u914d\u7f6e\u3092\u898b\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7279\u5b9a\u306e\u691c\u54c1\u5834\u6240\u3084\u6642\u9593\u5e2f\u3060\u3051 `unheard` \u304c\u7d9a\u304f\u306a\u3089\u3001\u7406\u7531\u306f\u58f0\u3067\u306f\u306a\u304f\u5468\u308a\u306e\u97f3\u306b\u3042\u308a\u307e\u3059\u3002","minimal_setup":"1. \u904e\u53bb\u306e\u5165\u8377\u4f1d\u7968\u304b\u3089\u3001\u54c1\u756a\u304c20\u884c\u307b\u3069\u3042\u308b\u4f1d\u7968\u30921\u679a\u9078\u3076\n2. \u691c\u54c1\u62c5\u5f531\u540d\u306b\u3001\u305d\u306e\u4f1d\u7968\u306e\u54c1\u756a\u30fb\u6570\u91cf\u30fb\u30ed\u30c3\u30c8\u30fb\u671f\u9650\u3092\u300c\u54c1\u756a\u3001\u6570\u91cf\u3001\u30ed\u30c3\u30c8\u3001\u671f\u9650\u3001\u7570\u5e38\u300d\u306e\u9806\u3067\u8aad\u307f\u4e0a\u3052\u3066\u3082\u3089\u3044\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u9332\u97f3\u3059\u308b\n3. Speech Studio \u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6587\u5b57\u8d77\u3053\u3057\u3067\u9332\u97f3\u3092\u8aad\u307f\u8fbc\u307e\u305b\u3001\u305d\u306e\u307e\u307e\u6587\u5b57\u306b\u3059\u308b\n4. \u540c\u3058\u9332\u97f3\u3092\u3001\u4f1d\u7968\u306e\u54c1\u756a\u3092\u300c;\u300d\u533a\u5207\u308a\u3067\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306b\u5165\u308c\u3066\u3082\u3046\u4e00\u5ea6\u6587\u5b57\u306b\u3057\u3001\u9055\u3044\u3092\u898b\u308b\n5. \u6587\u5b57\u306b\u306a\u3063\u305f\u7d50\u679c\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u3001\u300c\u54c1\u756a\u30fb\u6570\u91cf\u30fb\u5358\u4f4d\u30fb\u30ed\u30c3\u30c8\u30fb\u671f\u9650\u30fb\u7570\u5e38\u3092\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5206\u304b\u3089\u306a\u3044\u9805\u76ee\u306f\u7a7a\u6b04\u306b\u305b\u305a\u3001\u5206\u304b\u3089\u306a\u3044\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n6. \u51fa\u3066\u304d\u305f\u8868\u3092\u3001\u5b9f\u969b\u306e\u691c\u54c1\u8868\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**4\u756a\u76ee\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306e\u6709\u7121\u3067\u54c1\u756a\u306e\u8a8d\u8b58\u304c\u3069\u308c\u3060\u3051\u5909\u308f\u308b\u304b\u304c\u3001**\u3053\u306e\u69cb\u6210\u304c\u73fe\u5834\u3067\u6210\u308a\u7acb\u3064\u304b\u3069\u3046\u304b\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u3092\u5165\u308c\u308b\u3068\u54c1\u756a\u304c\u307b\u307c\u6b63\u3057\u304f\u51fa\u308b | **\u691c\u54c1\u30a2\u30d7\u30ea\u3078\u306e\u7d44\u307f\u8fbc\u307f\u306b\u9032\u3080** |\n| \u54c1\u756a\u306f\u51fa\u308b\u304c\u3001\u30ed\u30c3\u30c8\u306e\u82f1\u5b57\u3068\u6570\u5b57\u304c\u6df7\u3056\u308b | \u8aad\u307f\u65b9\u306e\u898f\u5247\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u5468\u308a\u306e\u97f3\u3067\u6587\u5b57\u304c\u307b\u3068\u3093\u3069\u51fa\u306a\u3044 | **\u30de\u30a4\u30af\u304c\u5148\u3002** \u30d8\u30c3\u30c9\u30bb\u30c3\u30c8\u3067\u9332\u308a\u76f4\u3059 |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3092\u80f8\u30dd\u30b1\u30c3\u30c8\u306b\u5165\u308c\u3066\u9332\u308b\u3068\u3001\u5009\u5eab\u3067\u306f\u305f\u3044\u3066\u3044\u3053\u3046\u306a\u308a\u307e\u3059\u3002**\u53e3\u5143\u306b\u30de\u30a4\u30af\u306e\u3042\u308b\u30d8\u30c3\u30c9\u30bb\u30c3\u30c8\u3067\u540c\u3058\u4f1d\u7968\u3092\u9332\u308a\u76f4\u3057\u3001\u3069\u3053\u307e\u3067\u5909\u308f\u308b\u304b\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002**","minimal_setup_short":"\u9332\u97f3\u3092 Speech Studio \u3067\u6587\u5b57\u306b\u3057\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u8868\u306b\u3059\u308b \uff0f \u8aad\u307f\u4e0a\u3052\u304b\u3089\u8868\u307e\u3067\u306e\u8a66\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0b\u691c\u54c1\u30a2\u30d7\u30ea\u3067\u8a8d\u8b58\u3057\u3001\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3066\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059\u3002\u4e88\u5b9a\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u306f\u4e8b\u52d9\u6240\u304c\u884c\u3046 \uff0f \u8a18\u5165\u3068\u6253\u3061\u8fbc\u307f\u306e\u7f6e\u304d\u63db\u3048","full_setup":"\u4e0a\u8a18\uff0b\u5165\u8377\u4e88\u5b9a\u3068\u81ea\u52d5\u3067\u7a81\u304d\u5408\u308f\u305b\u3001\u5dee\u7570\u3092\u7aef\u672b\u306b\u8fd4\u3057\u3001\u78ba\u8a8d\u6e08\u307f\u306e\u8a18\u9332\u3092WMS\u3078\u53d6\u308a\u8fbc\u3080 \uff0f \u8a18\u5165\u30fb\u6253\u3061\u8fbc\u307f\u30fb\u7a81\u304d\u5408\u308f\u305b\u306e\u5168\u4f53","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u3001\u73fe\u5834\u3067\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002** \u9332\u97f3\u3057\u3066\u304b\u3089\u6587\u5b57\u306b\u3059\u308b\u306e\u3067\u3001**\u4f5c\u696d\u8005\u306b\u5dee\u3092\u8fd4\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3002** \u8a8d\u8b58\u304c\u6210\u308a\u7acb\u3064\u304b\u3092\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef64\u5206\u304c2.5\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u8a18\u5165\u3068\u6253\u3061\u8fbc\u307f\u306f\u306a\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u4e88\u5b9a\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u3068\u5009\u5eab\u3078\u306e\u96fb\u8a71\u304c\u4e8b\u52d9\u6240\u306b\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30671.5\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001**\u5dee\u7570\u304c\u68da\u5165\u308c\u306e\u524d\u306b\u5206\u304b\u308a\u3001\u6570\u3048\u76f4\u3057\u306e\u96fb\u8a71\u304c\u306a\u304f\u306a\u308b\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30921\u304b\u6708\u56de\u3059\u3068\u3001`unheard` \u306e\u591a\u3044\u4f5c\u696d\u8005\u3068\u691c\u54c1\u5834\u6240\u3001\u8aad\u307f\u65b9\u306e\u898f\u5247\u304c\u5b88\u3089\u308c\u306b\u304f\u3044\u8377\u4e3b\u306e\u30ed\u30c3\u30c8\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**\u305d\u3053\u3092\u76f4\u3057\u3066\u304b\u3089\u5dee\u7570\u3092\u8fd4\u3059\u4ed5\u7d44\u307f\u3092\u8db3\u3059\u307b\u3046\u304c\u3001\u4f5c\u696d\u8005\u304c\u901a\u77e5\u97f3\u3092\u7121\u8996\u3059\u308b\u3088\u3046\u306b\u306a\u3089\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u805e\u304d\u53d6\u308a\u306e\u8aa4\u308a\u304c `qty_diff` \u3068\u3057\u3066\u8a18\u9332\u3055\u308c\u308b | **\u4fe1\u983c\u5ea6\u3067 `unheard` \u3092\u5148\u306b\u5224\u5b9a\u3059\u308b\u3002** \u5dee\u7570\u306e\u5224\u5b9a\u3088\u308a\u524d\u306b\u7f6e\u304f |\n| \u4e88\u5b9a\u6570\u91cf\u306b\u5408\u308f\u305b\u3066\u6570\u3092\u8aad\u307f\u66ff\u3048\u308b | \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u306b\u4e88\u5b9a\u6570\u91cf\u3092\u6e21\u3055\u306a\u3044\u3002**\u6bd4\u8f03\u306f\u898f\u5247\u3067\u884c\u3046** |\n| \u54c1\u756a\u304c\u4f3c\u305f\u54c1\u756a\u306b\u5bc4\u305b\u3089\u308c\u308b | \u5019\u88dc\u306b\u7121\u3051\u308c\u3070 `not_in_list`\u3002**\u5bc4\u305b\u306a\u3044\u3053\u3068\u3092\u6307\u793a\u306b\u660e\u8a18\u3059\u308b** |\n| \u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u304c\u9577\u3059\u304e\u3066\u52b9\u304d\u304c\u843d\u3061\u308b | **2,000\u8a9e\u53e5\u4ee5\u5185**\u304c\u76ee\u5b89\u3002\u4f1d\u7968\u3054\u3068\u306b\u5165\u308c\u76f4\u3059 |\n| \u30d0\u30c3\u30c1\u306e\u6587\u5b57\u8d77\u3053\u3057\u3067\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u304c\u52b9\u304b\u306a\u3044 | **\u30d0\u30c3\u30c1\u3067\u306f\u4f7f\u3048\u306a\u3044\u3002** \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u304b\u9ad8\u901f\u6587\u5b57\u8d77\u3053\u3057\u3067\u4f7f\u3046 |\n| \u30ed\u30c3\u30c8\u306e\u82f1\u5b57\u3068\u6570\u5b57\u304c\u6df7\u3056\u308b | \u8aad\u307f\u65b9\u306e\u898f\u5247\u3092\u6c7a\u3081\u3001**\u8377\u4e3b\u3054\u3068\u306e\u30ed\u30c3\u30c8\u306e\u66f8\u5f0f\u3092\u4e00\u89a7\u306b\u3059\u308b** |\n| \u300c\u3058\u3085\u3046\u306b\u300d\u304c12\u304b10\u30682\u304b\u5206\u304b\u3089\u306a\u3044 | \u6570\u91cf\u3068\u54c1\u756a\u3067\u6570\u5b57\u306e\u8aad\u307f\u65b9\u3092\u5206\u3051\u3066\u6c7a\u3081\u308b |\n| \u671f\u9650\u306e\u5e74\u3092\u52dd\u624b\u306b\u88dc\u3046 | \u5e74\u304c\u8a00\u308f\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `partial`\u3002**\u88dc\u308f\u306a\u3044** |\n| \u9014\u4e2d\u306e\u63a8\u5b9a\u3067\u5224\u5b9a\u3057\u3066\u3057\u307e\u3046 | **\u78ba\u5b9a\u3057\u305f `Recognized` \u3060\u3051\u3092\u4f7f\u3046\u3002** \u9014\u4e2d\u306e\u63a8\u5b9a\u306f\u5f8c\u304b\u3089\u5909\u308f\u308b |\n| \u901a\u77e5\u97f3\u304c\u591a\u3059\u304e\u3066\u7121\u8996\u3055\u308c\u308b | \u534a\u81ea\u52d5\u5316\u306e\u671f\u9593\u306b `unheard` \u3092\u6e1b\u3089\u3057\u3066\u304b\u3089\u5dee\u7570\u306e\u901a\u77e5\u3092\u8db3\u3059 |\n| WMS\u3078\u76f4\u63a5\u66f8\u304d\u8fbc\u3093\u3067\u3057\u307e\u3046 | **\u4e8b\u52d9\u6240\u306e\u78ba\u8a8d\u5f8c\u306b\u53d6\u308a\u8fbc\u3080\u3002** \u8aa4\u8a8d\u8b58\u304c\u5728\u5eab\u306b\u5165\u308b\u7d4c\u8def\u3092\u4f5c\u3089\u306a\u3044 |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u300c\u4e88\u5b9a\u3068\u9055\u3046\u300d\u306e\u4e2d\u8eab\u3092\u53d6\u308a\u9055\u3048\u308b\u5931\u6557\u3067\u3001**\u805e\u304d\u53d6\u308a\u306e\u554f\u984c\u3068\u672c\u5f53\u306e\u5dee\u7570\u3092\u6df7\u305c\u308b\u3068\u3001\u4f5c\u696d\u8005\u306f\u6570\u3048\u76f4\u3057\u306e\u901a\u77e5\u3092\u4fe1\u3058\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**\u4e0b\u306e2\u884c\u3082\u3001\u540c\u3058\u304f\u3089\u3044\u65e9\u304f\u52b9\u3044\u3066\u304d\u307e\u3059\u3002** \u901a\u77e5\u97f3\u3092\u7121\u8996\u3059\u308b\u7fd2\u6163\u306f\u3001\u4e00\u5ea6\u4ed8\u304f\u3068\u623b\u308a\u307e\u305b\u3093\u3002**\u901a\u77e5\u306e\u6570\u3092\u3001\u4f5c\u696d\u8005\u304c\u5168\u90e8\u306b\u5fdc\u3058\u3089\u308c\u308b\u6570\u307e\u3067\u6e1b\u3089\u3057\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u3093\u3067\u304f\u3060\u3055\u3044\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u8377\u4e3b\u306e\u54c1\u756a\u30fb\u6570\u91cf\u30fb\u30ed\u30c3\u30c8\u30fb\u671f\u9650\u3001\u305d\u3057\u3066**\u4f5c\u696d\u8005\u306e\u58f0\u306e\u9332\u97f3**\u3067\u3059\u3002\n\n1. **\u4f5c\u696d\u8005\u306e\u58f0\u3092\u8a18\u9332\u3059\u308b\u3053\u3068\u3092\u3001\u5148\u306b\u8aac\u660e\u3059\u308b** \u2026 \u767a\u8a71\u3054\u3068\u306e\u97f3\u58f0\u3092\u63a7\u3048\u3068\u3057\u3066\u6b8b\u3057\u307e\u3059\u3002**\u4f55\u306e\u305f\u3081\u306b\u3001\u3069\u308c\u3060\u3051\u306e\u671f\u9593\u6b8b\u3057\u3001\u8ab0\u304c\u805e\u3051\u308b\u306e\u304b\u3092\u3001\u4f5c\u696d\u8005\u306b\u8aac\u660e\u3057\u3066\u304b\u3089\u59cb\u3081\u307e\u3059**\n2. **\u9332\u97f3\u3092\u4f5c\u696d\u306e\u8a55\u4fa1\u306b\u6d41\u7528\u3057\u306a\u3044** \u2026 `unheard` \u306e\u767a\u751f\u7387\u306f\u3001\u30de\u30a4\u30af\u3068\u914d\u7f6e\u3092\u898b\u76f4\u3059\u305f\u3081\u306e\u6570\u5b57\u3067\u3059\u3002**\u4f5c\u696d\u8005\u500b\u4eba\u306e\u8a55\u4fa1\u306b\u4f7f\u3046\u3068\u3001\u8a71\u3057\u65b9\u3092\u5909\u3048\u3066\u8a18\u9332\u3092\u907f\u3051\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059**\n3. **\u8377\u4e3b\u306e\u30c7\u30fc\u30bf\u306e\u6271\u3044\u3092\u5951\u7d04\u3067\u78ba\u304b\u3081\u308b** \u2026 3PL\u3068\u3057\u3066\u9810\u304b\u308b\u8377\u4e3b\u306e\u5165\u8377\u4e88\u5b9a\u3092\u5916\u90e8\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u9001\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u8377\u4e3b\u3068\u306e\u5951\u7d04\u3067\u3001\u5916\u90e8\u306e\u30b5\u30fc\u30d3\u30b9\u306e\u5229\u7528\u304c\u8a8d\u3081\u3089\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059**\n4. **\u5468\u308a\u306e\u4f1a\u8a71\u3092\u8a18\u9332\u3057\u306a\u3044** \u2026 \u8a8d\u8b58\u306f\u691c\u54c1\u958b\u59cb\u304b\u3089\u7d42\u4e86\u307e\u3067\u306b\u533a\u5207\u308a\u307e\u3059\u3002**\u4f11\u61a9\u4e2d\u3084\u691c\u54c1\u306e\u5408\u9593\u306e\u4f1a\u8a71\u304c\u9332\u97f3\u306b\u5165\u3089\u306a\u3044\u3088\u3046\u3001\u5e38\u6642\u306e\u9332\u97f3\u306b\u306f\u3057\u307e\u305b\u3093**\n5. **\u5dee\u7570\u306e\u6271\u3044\u306f\u4eba\u304c\u6c7a\u3081\u308b** \u2026 \u6570\u91cf\u306e\u5dee\u7570\u3092\u8377\u4e3b\u306b\u8acb\u6c42\u3059\u308b\u304b\u3001\u53d7\u3051\u5165\u308c\u3092\u62d2\u3080\u304b\u306f\u3001**\u8377\u4e3b\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3068\u4e8b\u52d9\u6240\u306e\u5224\u65ad\u3067\u3059\u3002** \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u8aad\u307f\u4e0a\u3052\u3068\u4e88\u5b9a\u304c\u9055\u3063\u305f\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3067\u3059\n6. **WMS\u306e\u5728\u5eab\u6570\u3092\u5b88\u308b** \u2026 \u78ba\u8a8d\u3092\u7d4c\u305a\u306b\u53d6\u308a\u8fbc\u3080\u7d4c\u8def\u3092\u4f5c\u3089\u306a\u3044\u3053\u3068\u304c\u3001**\u5728\u5eab\u306e\u6570\u5b57\u3078\u306e\u4fe1\u983c\u3092\u5b88\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5dee\u7570\u3092\u898b\u843d\u3068\u3057\u3066\u53d7\u3051\u5165\u308c\u308b\u3053\u3068\u3068\u3001\u5dee\u7570\u3067\u306a\u3044\u3082\u306e\u3092\u8377\u4e3b\u306b\u5831\u544a\u3059\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f `unheard` \u3092 `match` \u306b\u6df7\u305c\u308b\u3068\u8d77\u304d\u3001\u5f8c\u8005\u306f `unheard` \u3092 `qty_diff` \u306b\u6df7\u305c\u308b\u3068\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u540c\u3058\u533a\u5225\u304b\u3089\u51fa\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u3053\u3060\u3051\u306f\u8a2d\u8a08\u3067\u5b88\u308a\u307e\u3059\u3002**","recommended_for":"\u6bb5\u30dc\u30fc\u30eb\u3084\u30d1\u30ec\u30c3\u30c8\u3092\u4e21\u624b\u3067\u6271\u3044\u306a\u304c\u3089\u691c\u54c1\u3059\u308b\u305f\u3081\u3001\u7d19\u3084\u30cf\u30f3\u30c7\u30a3\u7aef\u672b\u3078\u306e\u8a18\u5165\u3067\u624b\u304c\u6b62\u307e\u3063\u3066\u3044\u308b\u7269\u6d41\u5009\u5eab\u3002\u5165\u8377\u4e88\u5b9a\uff08\u4e8b\u524d\u51fa\u8377\u660e\u7d30\uff09\u306e\u30c7\u30fc\u30bf\u304c\u524d\u65e5\u307e\u3067\u306b\u5c4a\u304d\u3001\u54c1\u756a\u306e\u4e00\u89a7\u3092\u4e8b\u524d\u306b\u7528\u610f\u3067\u304d\u308b\u5834\u5408\u3002\u30ed\u30c3\u30c8\u30fb\u8cde\u5473\u671f\u9650\u30fb\u88fd\u9020\u756a\u53f7\u3092\u8a18\u9332\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u98df\u54c1\u30fb\u65e5\u7528\u54c1\u30fb\u90e8\u54c1\u306e\u5165\u8377\u3002\u691c\u54c1\u5f8c\u306e\u4e8b\u52d9\u6240\u3067\u306e\u8ee2\u8a18\u304c\u6bce\u65e5\u306e\u6b8b\u696d\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u5165\u8377\u306e\u307b\u307c\u3059\u3079\u3066\u304c\u30d0\u30fc\u30b3\u30fc\u30c9\u3084RFID\u3067\u8aad\u307f\u53d6\u308c\u3001\u624b\u3067\u66f8\u304f\u9805\u76ee\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u5834\u5408\u3002\u30d5\u30a9\u30fc\u30af\u30ea\u30d5\u30c8\u3084\u642c\u9001\u6a5f\u306e\u9a12\u97f3\u304c\u5927\u304d\u304f\u3001\u30d8\u30c3\u30c9\u30bb\u30c3\u30c8\u306e\u30de\u30a4\u30af\u3067\u3082\u58f0\u304c\u62fe\u3048\u306a\u3044\u73fe\u5834\u30021\u65e5\u306e\u5165\u8377\u304c\u6570\u4ef6\u3067\u3001\u7d19\u306e\u8a18\u5165\u3067\u8db3\u308a\u308b\u5834\u5408\u3002\u306a\u304a\u3001\u6570\u91cf\u306e\u5dee\u7570\u3092\u4ed5\u5165\u5148\u306b\u8acb\u6c42\u3059\u308b\u304b\u3001\u53d7\u3051\u5165\u308c\u3092\u62d2\u3080\u304b\u3068\u3044\u3063\u305f\u5224\u65ad\u306f\u3053\u306e\u69cb\u6210\u3067\u306f\u884c\u3044\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u8aad\u307f\u4e0a\u3052\u306e\u898f\u5247\u30921\u679a\u306b\u3059\u308b**\n\n\u691c\u54c1\u62c5\u5f53\u3068\u4e8b\u52d9\u6240\u3067\u96c6\u307e\u308a\u3001**\u8aad\u307f\u4e0a\u3052\u306e\u9806\u3001\u6570\u5b57\u306e\u8aad\u307f\u65b9\u3001\u82f1\u5b57\u306e\u8aad\u307f\u65b9\u3001\u7570\u5e38\u306e\u8a00\u8449**\u30921\u679a\u306b\u307e\u3068\u3081\u307e\u3059\u3002\u8377\u4e3b\u3054\u3068\u306e\u30ed\u30c3\u30c8\u306e\u66f8\u5f0f\u3082\u3053\u306e\u3068\u304d\u96c6\u3081\u307e\u3059\u3002**\u5168\u8377\u4e3b\u3092\u4e00\u5ea6\u306b\u6271\u3046\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u884c\u6570\u306e\u591a\u3044\u8377\u4e3b1\u793e\u304b\u3089\u59cb\u3081\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a20\u884c\u306e\u4f1d\u7968\u3067\u8a66\u3059**\n\n\u7b2c8\u7ae0\u306e\u3068\u304a\u308a\u300120\u884c\u306e\u4f1d\u7968\u3092\u8aad\u307f\u4e0a\u3052\u3066\u9332\u97f3\u3057\u3001**\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306e\u6709\u7121\u3067\u54c1\u756a\u306e\u8a8d\u8b58\u304c\u3069\u3046\u5909\u308f\u308b\u304b**\u3092\u898b\u307e\u3059\u3002\u30d8\u30c3\u30c9\u30bb\u30c3\u30c8\u3068\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u4e21\u65b9\u3067\u9332\u308a\u3001\u30de\u30a4\u30af\u306e\u5dee\u3082\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**3\u9031\u76ee\uff1a\u54c1\u756a\u306e\u8aad\u307f\u65b9\u306e\u4e00\u89a7\u3092\u4f5c\u308b**\n\n2\u9031\u76ee\u306e\u7d50\u679c\u304b\u3089\u3001\u8a8d\u8b58\u304c\u5d29\u308c\u305f\u54c1\u756a\u3092\u62fe\u3044\u3001**\u73fe\u5834\u3067\u306e\u547c\u3073\u65b9\u3092\u4e00\u89a7\u306b\u8db3\u3057\u307e\u3059\u3002** \u3042\u308f\u305b\u3066\u3001\u5dee\u7570\u3092\u8377\u4e3b\u306b\u5831\u544a\u3059\u308b\u57fa\u6e96\u3092\u4e8b\u52d9\u6240\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u691c\u54c1\u30a2\u30d7\u30ea\u30671\u540d\u304c\u4f7f\u3046**\n\nSpeech SDK \u3092\u7d44\u307f\u8fbc\u3093\u3060\u691c\u54c1\u30a2\u30d7\u30ea\u3067\u3001\u691c\u54c1\u62c5\u5f531\u540d\u304c\u8377\u4e3b1\u793e\u306e\u5165\u8377\u3060\u3051\u3092\u8aad\u307f\u4e0a\u3052\u3067\u8a18\u9332\u3057\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u4e88\u5b9a\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u3092\u51fa\u3055\u305a\u3001\u8a18\u9332\u306e\u4e00\u89a7\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u4e88\u5b9a\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u3092\u8db3\u3057\u3001`unheard` \u3068 `qty_diff` \u306e\u4ef6\u6570\u3092\u6bce\u65e5\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u5bfe\u8c61\u306e\u8377\u4e3b\u3068\u4f5c\u696d\u8005\u3092\u5e83\u3052\u30011\u4ef64\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u4f5c\u696d\u8005\u3054\u3068\u30fb\u691c\u54c1\u5834\u6240\u3054\u3068\u306e `unheard` \u306e\u767a\u751f\u7387\u3092\u898b\u3066\u3001\u30de\u30a4\u30af\u3068\u914d\u7f6e\u3092\u898b\u76f4\u3057\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0024","UC-0528","UC-0031","UC-0058"],"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":4995,"slug":"kokoku-unei-shukan","title":"\u5e83\u544a\u904b\u7528\u306e\u9031\u6b21\u30c1\u30a7\u30c3\u30af\u9805\u76ee\u4e00\u89a7\uff5c\u898b\u843d\u3068\u3057\u3092\u4ed5\u7d44\u307f\u3067\u9632\u3050"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u304c\u8a8d\u8b58\u3092\u59cb\u3081\u308b\u76f4\u524d\u306b\u6e21\u3059\u8a9e\u53e5\u306e\u4e00\u89a7\u3067\u3001\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u304c\u4e0d\u8981\u306a\u3053\u3068\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6587\u5b57\u8d77\u3053\u3057\uff08Speech SDK \u7b49\uff09\u3068\u9ad8\u901f\u6587\u5b57\u8d77\u3053\u3057API\u3067\u4f7f\u3048\u3001\u30d0\u30c3\u30c1\u6587\u5b57\u8d77\u3053\u3057\u3067\u306f\u4f7f\u3048\u306a\u3044\u3053\u3068\u30022,000\u8a9e\u53e5\u3092\u8d85\u3048\u306a\u3044\u3088\u3046\u6848\u5185\u3055\u308c\u3001\u9577\u3044\u307b\u3069\u54c1\u8cea\u3068\u5f85\u3061\u6642\u9593\u306b\u5f71\u97ff\u3059\u308b\u3053\u3068\u3002SDK \u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6587\u5b57\u8d77\u3053\u3057\u3067\u91cd\u307f\u30920.0\u301c2.0\uff08\u65e2\u5b9a1.0\uff09\u3067\u8a2d\u5b9a\u3067\u304d\u3001\u4e00\u89a7\u5168\u4f53\u306b\u304b\u304b\u308b\u3053\u3068 | [Microsoft Learn: Improve recognition accuracy with phrase list](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/speech-service\/improve-accuracy-phrase-list) | 2026-10-06 |\n| `Recognizing` \u304c\u9014\u4e2d\u306e\u63a8\u5b9a\u3067\u5f8c\u304b\u3089\u5909\u308f\u308a\u3046\u308b\u3053\u3068\u3001`Recognized` \u304c\u767a\u8a71\u306e\u5b8c\u4e86\u5f8c\u306e\u78ba\u5b9a\u3057\u305f\u6587\u5b57\u3067\u3042\u308b\u3053\u3068\u3002\u767a\u8a71\u306e\u7d42\u308f\u308a\u304c\u672b\u5c3e\u306e\u7121\u97f3\u3067\u5224\u65ad\u3055\u308c\u308b\u3053\u3068\u3002Offset \u3068 Duration \u304c100\u30ca\u30ce\u79d2\u5358\u4f4d\u3067\u8fd4\u308b\u3053\u3068\u3002\u5358\u8a9e\u5358\u4f4d\u306e\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u306f `SpeechConfig` \u3067\u8981\u6c42\u3059\u308b\u3068\u8fd4\u308b\u3053\u3068\u3002\u8a73\u7d30\u306a\u7d50\u679c\u306b\u4fe1\u983c\u5ea6\u30fb\u8868\u793a\u7528\u306e\u6587\u5b57\u30fb\u6b63\u898f\u5316\u3057\u305f\u5f62\u304c\u542b\u307e\u308c\u308b\u3053\u3068 | [Microsoft Learn: Get speech recognition results](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/speech-service\/get-speech-recognition-results) | 2026-10-06 |\n| \u65e5\u672c\u8a9e\uff08ja-JP\uff09\u306e\u97f3\u58f0\u8a8d\u8b58\u3067\u3001\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u304c\u5bfe\u5fdc\u3059\u308b\u6a5f\u80fd\u3068\u3057\u3066\u6319\u3052\u3089\u308c\u3066\u3044\u308b\u3053\u3068 | [Microsoft Learn: Language and voice support for the Speech service](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/speech-service\/language-support?tabs=stt) | 2026-10-06 |\n| \u69cb\u9020\u5316\u51fa\u529b\u304cJSON\u30b9\u30ad\u30fc\u30de\u306b\u51fa\u529b\u3092\u5f93\u308f\u305b\u308b\u6a5f\u80fd\u3067\u3001\u65e7\u6765\u306eJSON\u30e2\u30fc\u30c9\u3068\u7570\u306a\u308b\u3053\u3068\u3002\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3057\u3001`additionalProperties` \u3092 `false` \u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\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\n**\u6570\u91cf\u306e\u5dee\u7570\u3092\u8377\u4e3b\u306b\u3069\u3046\u5831\u544a\u3057\u3001\u3069\u3046\u6271\u3046\u304b\u306f\u3001\u8377\u4e3b\u3068\u306e\u53d6\u308a\u6c7a\u3081\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u516c\u958b\u4ed5\u69d8\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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