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\u5168\u6587\u3092\u6bb5\u843d\u306e\u5207\u308c\u76ee\u30675,000\u5b57\u4ee5\u4e0b\u306e\u304b\u305f\u307e\u308a\u306b\u5206\u3051\u307e\u3059\u3002\u540c\u671f\u306e\u547c\u3073\u51fa\u3057\u3067\u306f1\u6587\u66f85,120\u5b57\uff08\u66f8\u8a18\u7d20\u306e\u6570\u3048\u65b9\uff09\u304c\u4e0a\u9650\u3067\u30011\u56de\u306e\u8981\u6c42\u306b5\u6587\u66f8\u307e\u3067\u3067\u3059\n4. **\u8a00\u8a9e\u306e\u6307\u5b9a** \u2026 \u5404\u304b\u305f\u307e\u308a\u306b `language: \"ja\"` \u3092\u4ed8\u3051\u307e\u3059\u3002**\u6307\u5b9a\u3057\u306a\u3044\u3068\u82f1\u8a9e\u3068\u3057\u3066\u6271\u308f\u308c\u307e\u3059**\n5. **\u533a\u5206\u306e\u6307\u5b9a** \u2026 `piiCategories` \u306b\u3001Person\u3001Address\u3001PhoneNumber\u3001Email\u3001Organization\u3001Date \u3068\u3001JPBankAccountNumber\u30fbJPDriversLicenseNumber\u30fbJPMyNumberPersonal\u30fbJPPassportNumber\u30fbJPResidenceCardNumber\u30fbJPSocialInsuranceNumber \u306a\u3069\u3092\u4e26\u3079\u307e\u3059\n6. **\u540d\u7c3f\u306e\u5c55\u958b** \u2026 \u540d\u7c3f\u306e\u6c0f\u540d\u304b\u3089\u3001\u59d3\u3060\u3051\u30fb\u540d\u3060\u3051\u30fb\u901a\u79f0\u30fb\u65e7\u59d3\u30fb\u5168\u89d2\u534a\u89d2\u3068\u30b9\u30da\u30fc\u30b9\u306e\u63fa\u308c\u306e\u7167\u5408\u8a9e\u3092\u4f5c\u308a\u307e\u3059\n7. **\u898f\u5247\u306e\u7528\u610f** \u2026 \u4e8b\u4ef6\u756a\u53f7\u3001\u5730\u756a\u30fb\u5bb6\u5c4b\u756a\u53f7\u3001\u8eca\u4e21\u306e\u767b\u9332\u756a\u53f7\u3001\u548c\u66a6\u306e\u751f\u5e74\u6708\u65e5\u306e\u66f8\u304d\u65b9\u3092\u3001\u6b63\u898f\u8868\u73fe\u3067\u6301\u3061\u307e\u3059\n\n**4\u756a\u76ee\u306f\u3001\u5fd8\u308c\u308b\u3068\u5168\u90e8\u304c\u7a7a\u632f\u308a\u306b\u306a\u308a\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u8a00\u8a9e\u3092\u6307\u5b9a\u3057\u306a\u3044\u5834\u5408\u306f\u82f1\u8a9e\u3068\u3057\u3066\u62bd\u51fa\u304c\u884c\u308f\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u65e5\u672c\u8a9e\u306e\u66f8\u9762\u3092\u82f1\u8a9e\u3068\u3057\u3066\u9001\u308b\u3068\u3001\u4eba\u540d\u3092\u307b\u3068\u3093\u3069\u62fe\u3044\u307e\u305b\u3093\u3002** \u30a8\u30e9\u30fc\u306b\u306f\u306a\u3089\u306a\u3044\u306e\u3067\u3001\u6c17\u3065\u304d\u306b\u304f\u3044\u5931\u6557\u3067\u3059\u3002\n\n**3\u756a\u76ee\u306e\u5206\u5272\u306f\u3001\u6bb5\u843d\u306e\u9014\u4e2d\u3067\u5207\u308a\u307e\u305b\u3093\u3002** \u300c\u539f\u544a\u7532\u91ce\u300d\u306e\u9014\u4e2d\u3067\u5207\u308c\u308b\u3068\u3001\u3069\u3061\u3089\u306e\u304b\u305f\u307e\u308a\u3067\u3082\u4eba\u540d\u3068\u3057\u3066\u62fe\u308f\u308c\u307e\u305b\u3093\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u5168\u6587\u304b\u3089\u500b\u4eba\u3092\u7279\u5b9a\u3057\u3046\u308b\u8a9e\u3092\u62fe\u3044\u3001\u533a\u5206\u3068\u4f4d\u7f6e\u3068\u4fe1\u983c\u5ea6\u3092\u4ed8\u3051\u3066\u8fd4\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u3053\u3053\u3067\u3044\u3046 AI \u306f Azure AI Language \u306e PII \u306e\u691c\u51fa\u3067\u3001\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b AI \u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n| \u62fe\u3046\u4ed5\u7d44\u307f | \u5f97\u610f\u306a\u3082\u306e | \u82e6\u624b\u306a\u3082\u306e |\n|:--|:--|:--|\n| Language \u306e PII \u691c\u51fa | \u540d\u7c3f\u306b\u7121\u3044\u4eba\u540d\uff08\u53d6\u5f15\u5148\u306e\u62c5\u5f53\u8005\u3001\u533b\u5e2b\uff09\u3001\u4f4f\u6240\u3001\u96fb\u8a71\u756a\u53f7\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3001\u65e5\u672c\u306e\u756a\u53f7\u985e | \u59d3\u3060\u3051\u306e\u7e70\u308a\u8fd4\u3057\u3001\u5730\u756a\u3001\u4e8b\u4ef6\u756a\u53f7 |\n| \u540d\u7c3f\u306e\u7167\u5408 | \u5f53\u4e8b\u8005\u30fb\u95a2\u4fc2\u8005\u306e\u59d3\u3060\u3051\u30fb\u901a\u79f0\u30fb\u65e7\u59d3\u306e\u7e70\u308a\u8fd4\u3057 | \u540d\u7c3f\u306b\u8f09\u3063\u3066\u3044\u306a\u3044\u4eba |\n| \u898f\u5247\u306e\u7167\u5408 | \u4e8b\u4ef6\u756a\u53f7\u3001\u5730\u756a\u30fb\u5bb6\u5c4b\u756a\u53f7\u3001\u8eca\u4e21\u306e\u767b\u9332\u756a\u53f7\u3001\u548c\u66a6\u306e\u751f\u5e74\u6708\u65e5 | \u578b\u306e\u5d29\u308c\u305f\u66f8\u304d\u65b9 |\n\n**3\u3064\u3092\u91cd\u306d\u308b\u306e\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u82e6\u624b\u3092\u4ed6\u304c\u57cb\u3081\u308b\u304b\u3089\u3067\u3059\u3002** \u540c\u3058\u7b87\u6240\u3092\u8907\u6570\u306e\u4ed5\u7d44\u307f\u304c\u62fe\u3063\u305f\u30891\u3064\u306e\u5019\u88dc\u306b\u307e\u3068\u3081\u3001\u3069\u306e\u4ed5\u7d44\u307f\u304c\u62fe\u3063\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\u3002**1\u3064\u306e\u4ed5\u7d44\u307f\u3057\u304b\u62fe\u308f\u306a\u304b\u3063\u305f\u5019\u88dc\u306f\u3001\u78ba\u8a8d\u306e\u753b\u9762\u3067\u76ee\u7acb\u305f\u305b\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u4f0f\u305b\u308b\u304b\u3069\u3046\u304b\u306e\u6c7a\u5b9a | \u76ee\u7684\u3068\u51fa\u3059\u5148\u3067\u5909\u308f\u308b\u3002\u65b9\u91dd\u8868\u304c\u521d\u671f\u5024\u3092\u6c7a\u3081\u3001\u5f01\u8b77\u58eb\u304c\u78ba\u5b9a\u3059\u308b |\n| \u691c\u51fa\u306e\u7d50\u679c\u3067\u306e\u81ea\u52d5\u306e\u4f0f\u305b\u5b57 | `redactedText` \u306f\u4f7f\u308f\u306a\u3044\u3002\u63a1\u5426\u306e\u524d\u306b\u4f0f\u305b\u308b\u3068\u3001\u4f0f\u305b\u904e\u304e\u306b\u6c17\u3065\u3051\u306a\u3044 |\n| \u4fe1\u983c\u5ea6\u306b\u3088\u308b\u5019\u88dc\u306e\u5207\u308a\u6368\u3066 | \u4f4e\u3044\u4fe1\u983c\u5ea6\u306e\u5019\u88dc\u3082\u4e00\u89a7\u306b\u51fa\u3059\u3002\u5207\u308a\u6368\u3066\u308b\u3068\u6f0f\u308c\u304c\u898b\u3048\u306a\u3044 |\n| \u6587\u66f8\u3092\u5916\u3078\u51fa\u3059\u5224\u65ad | \u5b88\u79d8\u7fa9\u52d9\u3001\u95b2\u89a7\u5236\u9650\u3001\u79d8\u533f\u6c7a\u5b9a\u306f\u5f01\u8b77\u58eb\u306e\u5224\u65ad |\n\n**2\u884c\u76ee\u306b\u6ce8\u610f\u304c\u8981\u308a\u307e\u3059\u3002** Language \u306e\u5fdc\u7b54\u306b\u306f\u4f0f\u305b\u5b57\u3092\u9069\u7528\u3057\u305f\u6587\u5b57\u5217\u304c\u4ed8\u3044\u3066\u304d\u307e\u3059\u304c\u3001**\u3053\u308c\u3092\u305d\u306e\u307e\u307e\u4f7f\u3046\u3068\u3001\u691c\u51fa\u3057\u305f\u8a9e\u304c\u5168\u90e8\u4f0f\u305b\u3089\u308c\u307e\u3059\u3002** \u88c1\u5224\u5b98\u3084\u4ee3\u7406\u4eba\u306e\u540d\u524d\u307e\u3067\u4f0f\u305b\u305f\u5224\u6c7a\u66f8\u306f\u3001\u5224\u4f8b\u7d39\u4ecb\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002","prompt_example":"PII \u306e\u691c\u51fa\u306f\u6587\u7ae0\u306e\u6307\u793a\u3067\u306f\u306a\u304f\u3001\u8981\u6c42\u306e\u5f62\u3067\u4f55\u3092\u62fe\u3046\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002**\u6b21\u306e\u8981\u6c42\u3092\u3001\u304b\u305f\u307e\u308a\u3054\u3068\u306b\u9001\u308a\u307e\u3059\u3002**\n\n```\nPOST {endpoint}\/language\/:analyze-text?api-version=\n{\n \"kind\": \"PiiEntityRecognition\",\n \"parameters\": {\n \"modelVersion\": \"latest\",\n \"stringIndexType\": \"unicodeCodePoint\",\n \"piiCategories\": [\n \"Person\", \"Address\", \"PhoneNumber\", \"Email\", \"Organization\", \"Date\",\n \"JPBankAccountNumber\", \"JPDriversLicenseNumber\", \"JPMyNumberPersonal\",\n \"JPPassportNumber\", \"JPResidenceCardNumber\", \"JPSocialInsuranceNumber\"\n ]\n },\n \"analysisInput\": {\n \"documents\": [\n { \"id\": \"p012-c03\", \"language\": \"ja\", \"text\": \"<\u6bb5\u843d\u306e\u5207\u308c\u76ee\u3067\u5206\u3051\u305f\u672c\u6587>\" }\n ]\n }\n}\n```\n\n**`piiCategories` \u3092\u660e\u793a\u3059\u308b\u306e\u306f\u3001\u62fe\u3046\u7bc4\u56f2\u3092\u4e8b\u52d9\u6240\u3067\u6c7a\u3081\u308b\u305f\u3081\u3067\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u533a\u5206\u3092\u6307\u5b9a\u3059\u308b\u3068\u305d\u306e\u533a\u5206\u3060\u3051\u304c\u8fd4\u308a\u3001\u65e2\u5b9a\u3067\u6709\u52b9\u3067\u306a\u3044\u533a\u5206\u3082\u6307\u5b9a\u3067\u62fe\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**Organization \u3068 Date \u306f\u3001\u65e2\u5b9a\u306e\u307e\u307e\u4efb\u305b\u305a\u306b\u660e\u793a\u3057\u3066\u62fe\u3044\u3001\u4f0f\u305b\u308b\u304b\u306f\u65b9\u91dd\u8868\u3067\u6c7a\u3081\u307e\u3059\u3002** \u4f1a\u793e\u540d\u3084\u65e5\u4ed8\u306f\u3001\u76ee\u7684\u306b\u3088\u3063\u3066\u306f\u6b8b\u3059\u304b\u3089\u3067\u3059\u3002\n\n**\u78ba\u8a8d\u306e\u753b\u9762\u3067\u4e8b\u52d9\u8077\u54e1\u306b\u898b\u305b\u308b\u624b\u9806\u66f8\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u66f8\u304d\u307e\u3059\u3002**\n\n```\n\u3010\u5019\u88dc\u306e\u78ba\u304b\u3081\u65b9\u3011\n1. \u300c1\u3064\u306e\u4ed5\u7d44\u307f\u3060\u3051\u304c\u62fe\u3063\u305f\u300d\u5019\u88dc\u304b\u3089\u898b\u308b\n2. Person \u306e\u5019\u88dc\u306f\u3001\u540d\u7c3f\u306e\u5f79\u5272\u3068\u7167\u3089\u3057\u3066 \u4f0f\u305b\u308b\uff0f\u6b8b\u3059 \u306e\u521d\u671f\u5024\u3092\u78ba\u304b\u3081\u308b\n3. \u4e00\u89a7\u306b\u7121\u3044\u4eba\u540d\u30fb\u4f4f\u6240\u304c\u753b\u50cf\u306b\u898b\u3048\u305f\u3089\u300c\u5019\u88dc\u3092\u8db3\u3059\u300d\u3067\u56f2\u3080\n4. \u59d3\u3060\u3051\u306e\u8a9e\u306f\u3001\u540c\u3058\u4eba\u306e\u4ed6\u306e\u51fa\u73fe\u3082\u4e00\u89a7\u306b\u51fa\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\n5. \u8ff7\u3063\u305f\u3082\u306e\u306f\u300c\u8981\u5224\u65ad\u300d\u306b\u3057\u3066\u3001\u5f01\u8b77\u58eb\u3078\u56de\u3059\n\u3010\u3084\u3089\u306a\u3044\u3053\u3068\u3011\n- \u4e00\u89a7\u306b\u7121\u3044\u7b87\u6240\u3092\u3001\u753b\u9762\u4e0a\u306e\u9ed2\u3044\u56db\u89d2\u3060\u3051\u3067\u96a0\u3055\u306a\u3044\n- \u7f6e\u304d\u63db\u3048\u306e\u8868\u8a18\uff08\u539f\u544aA \u306a\u3069\uff09\u3092\u3001\u66f8\u9762\u3054\u3068\u306b\u5909\u3048\u306a\u3044\n```\n\n**4\u756a\u76ee\u304c\u3001\u7b2c3\u7ae0\u306e\uff08a\uff09\u306e\u5bfe\u7b56\u3067\u3059\u3002** \u540d\u7c3f\u3067\u300c\u7532\u91ce\u300d\u3092\u7167\u5408\u3057\u3066\u3044\u308c\u3070\u5168\u51fa\u73fe\u304c\u5019\u88dc\u306b\u4e26\u3073\u307e\u3059\u304c\u3001\u540d\u7c3f\u306b\u7121\u3044\u4eba\u306f PII \u306e\u691c\u51fa\u306e\u51fa\u6765\u306b\u983c\u308a\u307e\u3059\u3002**\u540c\u3058\u59d3\u304c\u4e00\u90e8\u3060\u3051\u62fe\u308f\u308c\u3066\u3044\u305f\u3089\u3001\u6b8b\u308a\u3092\u8db3\u3057\u307e\u3059\u3002**","output_data":"**\u5019\u88dc\u306e\u4e00\u89a7\u306f\u3001\u6b21\u306e\u5f62\u306e JSON \u3067\u6301\u3061\u307e\u3059\u3002**\n\n```json\n{\n \"request_id\": \"\",\n \"purpose\": \"client_share | publication | template\",\n \"candidates\": [\n {\n \"text\": \"\",\n \"category\": \"Person | Address | PhoneNumber | CaseNumber | LotNumber | ...\",\n \"sources\": [\"language_pii\", \"roster\", \"rule\"],\n \"confidence\": 0.0,\n \"roster_role\": \"plaintiff | defendant | witness | counsel | judge | none\",\n \"page\": 0,\n \"polygons\": [[0, 0, 0, 0, 0, 0, 0, 0]],\n \"default_action\": \"redact | keep | review\",\n \"replacement\": \"\u539f\u544aA\",\n \"decided_action\": \"\",\n \"decided_by\": \"\"\n }\n ],\n \"low_ocr_pages\": [0]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`sources` \u3067\u62fe\u3063\u305f\u4ed5\u7d44\u307f\u304c\u5206\u304b\u308b\u3053\u3068\u3067\u3059\u3002** \u540d\u7c3f\u3067\u3057\u304b\u62fe\u3048\u306a\u304b\u3063\u305f\u5019\u88dc\u304c\u591a\u3044\u533a\u5206\u306f\u3001PII \u306e\u691c\u51fa\u304c\u82e6\u624b\u306a\u66f8\u304d\u65b9\u3067\u3059\u3002**\u9006\u306b PII \u306e\u691c\u51fa\u3067\u3057\u304b\u62fe\u3048\u306a\u304b\u3063\u305f\u4eba\u540d\u306f\u3001\u540d\u7c3f\u306e\u767b\u9332\u6f0f\u308c\u3092\u793a\u3057\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`default_action` \u3068 `decided_action` \u3092\u5206\u3051\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002** \u65b9\u91dd\u8868\u304c\u4ed8\u3051\u305f\u521d\u671f\u5024\u3068\u3001\u4eba\u304c\u6c7a\u3081\u305f\u5024\u3092\u5225\u306b\u6301\u3064\u306e\u3067\u3001**\u521d\u671f\u5024\u3092\u4eba\u304c\u8986\u3057\u305f\u5272\u5408\u3092\u533a\u5206\u3054\u3068\u306b\u6570\u3048\u3089\u308c\u307e\u3059\u3002** \u5272\u5408\u306e\u9ad8\u3044\u533a\u5206\u306f\u3001\u65b9\u91dd\u8868\u306e\u898b\u76f4\u3057\u306e\u5bfe\u8c61\u3067\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`replacement` \u3067\u8868\u8a18\u3092\u305d\u308d\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u540c\u3058\u4eba\u306b\u306f\u3001\u66f8\u9762\u306e\u6700\u521d\u304b\u3089\u6700\u5f8c\u307e\u3067\u540c\u3058\u7f6e\u304d\u63db\u3048\u3092\u4f7f\u3044\u307e\u3059\u3002**\u7f6e\u304d\u63db\u3048\u306f\u540d\u7c3f\u306e\u5f79\u5272\u304b\u3089\u6a5f\u68b0\u7684\u306b\u632f\u308a\u3001\u4eba\u304c\u66f8\u9762\u3054\u3068\u306b\u8003\u3048\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u4e8b\u4ef6\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0 | \u8aad\u307f\u53d6\u308a\uff08\u4f9d\u983c\u306e\u72b6\u614b\u3060\u3051\u66f4\u65b0\uff09 | \u4f9d\u983c\u3001\u540d\u7c3f\u3001\u79d8\u533f\u6c7a\u5b9a\u30fb\u95b2\u89a7\u5236\u9650\u306e\u5370 |\n| \u6587\u66f8\u306e\u4fdd\u7ba1\u5eab | \u8aad\u307f\u53d6\u308a\u3068\u3001\u4f0f\u305b\u5b57\u6e08\u307f\u306e\u66f8\u9762\u306e\u4fdd\u5b58 | \u539f\u672c\u306f\u4e0a\u66f8\u304d\u3057\u306a\u3044 |\n| Azure AI Document Intelligence | \u89e3\u6790\u306e API | \u5168\u6587\u3001\u6bb5\u843d\u3001\u8a9e\u306e\u4f4d\u7f6e |\n| Azure AI Language | \u89e3\u6790\u306e API\uff08\u540c\u671f\uff09 | PII \u306e\u5019\u88dc |\n| \u78ba\u8a8d\u306e\u753b\u9762 | Azure Functions \u304c\u4e00\u89a7\u3068\u753b\u50cf\u3092\u51fa\u3059 | \u4e8b\u52d9\u8077\u54e1\u3068\u5f01\u8b77\u58eb\u306e\u78ba\u5b9a |\n\n**\u4f0f\u305b\u5b57\u306e\u9069\u7528\u306f\u3001PDF \u306e\u6587\u5b57\u306e\u5c64\u3054\u3068\u6d88\u3059\u51e6\u7406\u3067\u884c\u3044\u307e\u3059\u3002** \u9ed2\u3044\u56db\u89d2\u3092\u91cd\u306d\u308b\u3060\u3051\u306e\u51e6\u7406\u306b\u306f\u3057\u307e\u305b\u3093\u3002DOCX \u306f\u3001\u8a72\u5f53\u306e\u6587\u5b57\u5217\u3092\u7f6e\u304d\u63db\u3048\u306e\u8868\u8a18\u306b\u5dee\u3057\u66ff\u3048\u3001**\u5909\u66f4\u5c65\u6b74\u3068\u30b3\u30e1\u30f3\u30c8\u3068\u6587\u66f8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\uff08\u4f5c\u6210\u8005\u306a\u3069\uff09\u3092\u6d88\u3057\u3066\u304b\u3089** PDF \u306b\u3057\u3066\u51fa\u3057\u307e\u3059\u3002\n\n**\u4f0f\u305b\u5b57\u6e08\u307f\u306e\u66f8\u9762\u306f\u3001\u539f\u672c\u3068\u306f\u5225\u306e\u5834\u6240\u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002** \u539f\u672c\u3092\u4e0a\u66f8\u304d\u3059\u308b\u3068\u3001\u4f0f\u305b\u904e\u304e\u306b\u5f8c\u304b\u3089\u6c17\u3065\u3044\u305f\u3068\u304d\u306b\u623b\u305b\u307e\u305b\u3093\u3002","human_review":"**\u5168\u4ef6\u3001\u4e8b\u52d9\u8077\u54e1\u3068\u5f01\u8b77\u58eb\u306e2\u6bb5\u968e\u3067\u78ba\u304b\u3081\u307e\u3059\u3002** \u81ea\u52d5\u3067\u4f0f\u305b\u3066\u5916\u3078\u51fa\u3059\u7d4c\u8def\u306f\u4f5c\u308a\u307e\u305b\u3093\u3002\n\n1. **\u4e8b\u52d9\u8077\u54e1\u304c\u5019\u88dc\u3092\u78ba\u304b\u3081\u308b** \u2026 \u4e00\u89a7\u3068\u30da\u30fc\u30b8\u306e\u753b\u50cf\u3092\u4e26\u3079\u30011\u3064\u306e\u4ed5\u7d44\u307f\u3060\u3051\u304c\u62fe\u3063\u305f\u5019\u88dc\u304b\u3089\u898b\u307e\u3059\n2. **\u6f0f\u308c\u3092\u8db3\u3059** \u2026 \u4e00\u89a7\u306b\u7121\u3044\u500b\u4eba\u306e\u8a18\u8f09\u3092\u753b\u50cf\u306e\u4e0a\u3067\u56f2\u3093\u3067\u8db3\u3057\u307e\u3059\n3. **\u8aad\u307f\u53d6\u308a\u306e\u602a\u3057\u3044\u30da\u30fc\u30b8\u3092\u898b\u308b** \u2026 `low_ocr_pages` \u306e\u30da\u30fc\u30b8\u306f\u5168\u6587\u3092\u76ee\u3067\u8aad\u307f\u307e\u3059\n4. **\u5f01\u8b77\u58eb\u304c\u8981\u5224\u65ad\u3092\u78ba\u5b9a\u3059\u308b** \u2026 \u65b9\u91dd\u8868\u3067\u6c7a\u307e\u3089\u306a\u3044\u5019\u88dc\u3068\u3001\u4e8b\u52d9\u8077\u54e1\u304c\u8db3\u3057\u305f\u5019\u88dc\u3092\u898b\u307e\u3059\n5. **\u5f01\u8b77\u58eb\u304c\u51fa\u529b\u3092\u78ba\u304b\u3081\u308b** \u2026 \u4f0f\u305b\u5b57\u6e08\u307f\u306e\u66f8\u9762\u3092\u8aad\u307f\u3001\u76ee\u7684\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n\n**3\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8aad\u307f\u53d6\u308a\u304c\u5d29\u308c\u305f\u8a9e\u306f\u3001PII \u306e\u691c\u51fa\u306b\u3082\u540d\u7c3f\u306e\u7167\u5408\u306b\u3082\u5f15\u3063\u304b\u304b\u308a\u307e\u305b\u3093\u3002**\u8aad\u3081\u306a\u304b\u3063\u305f\u8a9e\u306f\u3001\u62fe\u3048\u306a\u304b\u3063\u305f\u8a9e\u3067\u3059\u3002**\n\n**\u5f01\u8b77\u58eb\u306e\u78ba\u8a8d\u306f\u300125\u5206\u304b\u308910\u5206\u307b\u3069\u306b\u3059\u308b\u60f3\u5b9a\u3067\u3059\u3002** \u5168\u6587\u306e\u8aad\u307f\u76f4\u3057\u304c\u3001\u8981\u5224\u65ad\u306e\u5019\u88dc\u3068\u51fa\u529b\u306e\u62fe\u3044\u8aad\u307f\u306b\u5909\u308f\u308a\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u79d8\u533f\u6c7a\u5b9a\u30fb\u95b2\u89a7\u5236\u9650\u306e\u5370\u304c\u3042\u308b | \u8aad\u307f\u53d6\u308a\u306e\u524d\u306b\u6b62\u3081\u3001\u5f01\u8b77\u58eb\u3078\u623b\u3059 |\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306e PDF | \u30ed\u30c3\u30af\u3092\u5916\u3057\u3066\u304b\u3089\u9001\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u5916\u305b\u306a\u3051\u308c\u3070\u4f9d\u983c\u8005\u306b\u78ba\u304b\u3081\u308b |\n| \u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u304c\u4f4e\u3044\u30da\u30fc\u30b8\u304c\u591a\u3044 | `low_ocr_pages` \u306b\u5165\u308c\u3001\u5168\u6587\u3092\u76ee\u8996\u3059\u308b\u3002\u30b9\u30ad\u30e3\u30f3\u306e\u3057\u76f4\u3057\u3082\u691c\u8a0e\u3059\u308b |\n| 1\u6587\u66f8\u304c5,120\u5b57\u3092\u8d85\u3048\u305f | \u5206\u5272\u306e\u8aa4\u308a\u3002\u6bb5\u843d\u306e\u5207\u308c\u76ee\u3067\u5206\u3051\u76f4\u3059 |\n| PII \u306e\u691c\u51fa\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u540d\u7c3f\u3068\u898f\u5247\u306e\u7d50\u679c\u3060\u3051\u3067\u4e00\u89a7\u3092\u4f5c\u308a\u3001\u300cPII \u672a\u5b9f\u65bd\u300d\u306e\u5370\u3092\u4ed8\u3051\u308b |\n| \u540d\u7c3f\u306b\u5f53\u4e8b\u8005\u304c\u767b\u9332\u3055\u308c\u3066\u3044\u306a\u3044 | \u4e00\u89a7\u306e\u5192\u982d\u306b\u8b66\u544a\u3092\u51fa\u3059\u3002**\u540d\u7c3f\u306e\u7167\u5408\u304c\u52b9\u3044\u3066\u3044\u306a\u3044** |\n| \u51fa\u529b\u306e\u518d\u8aad\u307f\u53d6\u308a\u3067\u4f0f\u305b\u305f\u8a9e\u304c\u898b\u3064\u304b\u3063\u305f | \u305d\u306e\u66f8\u9762\u3092\u5916\u3078\u51fa\u3055\u305a\u3001\u9069\u7528\u306e\u51e6\u7406\u3092\u3084\u308a\u76f4\u3059 |\n| \u624b\u66f8\u304d\u306e\u66f8\u304d\u8fbc\u307f\u304c\u3042\u308b\u66f8\u9762 | \u30ec\u30a4\u30a2\u30a6\u30c8 \u30e2\u30c7\u30eb\u306e\u624b\u66f8\u304d\u306e\u5bfe\u5fdc\u8a00\u8a9e\u306b\u65e5\u672c\u8a9e\u306f\u3042\u308b\u304c\u3001**\u66f8\u304d\u8fbc\u307f\u306e\u30da\u30fc\u30b8\u306f\u76ee\u8996\u3092\u5fc5\u9808\u306b\u3059\u308b** |\n\n**7\u884c\u76ee\u306e\u691c\u67fb\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u6700\u5f8c\u306e\u7826\u3067\u3059\u3002** \u4f0f\u305b\u5b57\u6e08\u307f\u306e\u66f8\u9762\u3092\u3082\u3046\u4e00\u5ea6\u30ec\u30a4\u30a2\u30a6\u30c8 \u30e2\u30c7\u30eb\u3067\u8aad\u307f\u3001`decided_action` \u304c `redact` \u306e\u8a9e\u304c\u5168\u6587\u306b\u6b8b\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u63a2\u3057\u307e\u3059\u3002**1\u8a9e\u3067\u3082\u6b8b\u3063\u3066\u3044\u305f\u3089\u6b62\u3081\u307e\u3059\u3002**","log_storage":"- \u4f9d\u983c\u306e\u5185\u5bb9\uff08\u76ee\u7684\u3001\u51fa\u3059\u5148\u3001\u62c5\u5f53\u306e\u5f01\u8b77\u58eb\uff09\u3068\u3001\u4f7f\u3063\u305f\u65b9\u91dd\u8868\u306e\u7248\n- \u8aad\u307f\u53d6\u308a\u306e\u7d50\u679c\u306e JSON \u3068\u3001PII \u306e\u691c\u51fa\u306e\u5fdc\u7b54\u306e\u5168\u6587\n- \u5019\u88dc\u306e\u4e00\u89a7\uff08\u521d\u671f\u5024\u3068\u3001\u4eba\u304c\u6c7a\u3081\u305f\u5024\u3001\u6c7a\u3081\u305f\u4eba\u3068\u65e5\u6642\uff09\n- **\u4eba\u304c\u8db3\u3057\u305f\u5019\u88dc**\u3068\u3001\u305d\u306e\u533a\u5206\n- \u4f0f\u305b\u5b57\u6e08\u307f\u306e\u66f8\u9762\u3068\u3001\u518d\u8aad\u307f\u53d6\u308a\u306e\u691c\u67fb\u306e\u7d50\u679c\n- \u5916\u3078\u51fa\u3057\u305f\u65e5\u6642\u3068\u51fa\u3057\u305f\u5148\n\n**4\u3064\u76ee\u306e\u300c\u4eba\u304c\u8db3\u3057\u305f\u5019\u88dc\u300d\u306f\u3001\u4ed5\u7d44\u307f\u306e\u5f31\u70b9\u306e\u8a18\u9332\u3067\u3059\u3002** \u540c\u3058\u578b\u306e\u66f8\u304d\u65b9\u304c\u4f55\u5ea6\u3082\u8db3\u3055\u308c\u3066\u3044\u308b\u306a\u3089\u3001\u898f\u5247\u304b\u540d\u7c3f\u306e\u9805\u76ee\u3092\u5897\u3084\u3057\u307e\u3059\u3002\u540d\u7c3f\u306e\u7167\u5408\u3067\u62fe\u3048\u305f\u8a9e\u306e\u5272\u5408\u304c\u4f4e\u3044\u4e8b\u4ef6\u306f\u3001**\u53d7\u4efb\u306e\u3068\u304d\u306e\u540d\u7c3f\u306e\u767b\u9332\u304c\u8584\u3044\u4e8b\u4ef6**\u3067\u3059\u3002\n\n**2\u3064\u76ee\u306e\u5fdc\u7b54\u306e\u5168\u6587\u306f\u3001\u539f\u672c\u3068\u540c\u3058\u6271\u3044\u3067\u4fdd\u7ba1\u3057\u307e\u3059\u3002** \u691c\u51fa\u3055\u308c\u305f\u8a9e\u306e\u4e00\u89a7\u306f\u3001\u305d\u308c\u3060\u3051\u3067\u500b\u4eba\u60c5\u5831\u306e\u4e00\u89a7\u3067\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":12,"assumption_frequency":160,"assumption_workdays":20,"volume_month":160,"before_minutes_per_case":90,"after_minutes_per_case":45,"hourly_cost":5000,"before_hours_month":240,"after_hours_month":120,"saved_hours_month":120,"reduction_rate":50,"saved_hours_year":1440,"annual_cost_effect":7200000,"summary":"\u5916\u3078\u51fa\u3059\u5224\u6c7a\u66f8\u3084\u6e96\u5099\u66f8\u9762\u304b\u3089\u3001\u6c0f\u540d\u30fb\u4f4f\u6240\u30fb\u96fb\u8a71\u756a\u53f7\u306a\u3069\u500b\u4eba\u3092\u7279\u5b9a\u3067\u304d\u308b\u8a18\u8f09\u3092\u62fe\u3044\u3001\u30da\u30fc\u30b8\u3068\u4f4d\u7f6e\u306e\u4ed8\u3044\u305f\u4f0f\u305b\u5b57\u306e\u5019\u88dc\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u307e\u3059\u3002\u5f01\u8b77\u58eb\u304c\u63a1\u5426\u3092\u6c7a\u3081\u305f\u7b87\u6240\u3060\u3051\u3092\u3001\u6587\u5b57\u306e\u5c64\u3054\u3068\u6d88\u3057\u307e\u3059\u3002","before_flow":"1. 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\u300c\u6771\u4eac\u90fd\u25cb\u25cb\u533a\u25cb\u25cb\u753a\u4e00\u4e01\u76ee\u300d\u3068\u300c2\u756a3\u53f7\u300d\u304c\u6539\u884c\u3067\u5206\u304b\u308c\u308b\u3001\u5730\u756a\u3067\u300c\u25cb\u25cb\u756a\u25cb\u300d\u3068\u66f8\u304b\u308c\u308b\u3001\u5efa\u7269\u306e\u540d\u524d\u3060\u3051\u3067\u66f8\u304b\u308c\u308b\u3002**\u4f4f\u6240\u3068\u3057\u3066\u306e\u578b\u304c\u5d29\u308c\u308b\u3068\u3001\u76ee\u3067\u3082\u62fe\u3044\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**\uff08c\uff09\u9ed2\u5857\u308a\u304c\u898b\u305f\u76ee\u3060\u3051\u306b\u306a\u308b\u3002** PDF 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\u306e\u30ec\u30a4\u30a2\u30a6\u30c8 \u30e2\u30c7\u30eb\u3067\u66f8\u9762\u3092\u8aad\u307f\u3001\u5168\u6587\u3068\u3001\u8a9e\u3054\u3068\u306e\u30da\u30fc\u30b8\u3068\u4f4d\u7f6e\u3092\u53d6\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u5168\u6587\u3092\u6bb5\u843d\u306e\u5207\u308c\u76ee\u3067\u5206\u3051\u3001Azure AI Language \u306e PII \u306e\u691c\u51fa\u306b\u65e5\u672c\u8a9e\u3068\u3057\u3066\u9001\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u4e8b\u4ef6\u306e\u5f53\u4e8b\u8005\u30fb\u95a2\u4fc2\u8005\u306e\u540d\u7c3f\uff08\u59d3\u3060\u3051\u30fb\u540d\u3060\u3051\u30fb\u901a\u79f0\u3092\u542b\u3080\uff09\u3067\u5168\u6587\u3092\u7167\u5408\u3057\u3001\u4e8b\u4ef6\u756a\u53f7\u30fb\u5730\u756a\u30fb\u8eca\u4e21\u756a\u53f7\u306a\u3069\u3092\u898f\u5247\u3067\u62fe\u3046\n6. **\u3010\u81ea\u52d5\u3011** 3\u3064\u306e\u7d50\u679c\u3092\u91cd\u306d\u3001\u76ee\u7684\u3054\u3068\u306e\u65b9\u91dd\u8868\u3067\u300c\u4f0f\u305b\u308b\u300d\u300c\u6b8b\u3059\u300d\u300c\u8981\u5224\u65ad\u300d\u306e\u521d\u671f\u5024\u3092\u4ed8\u3051\u305f\u5019\u88dc\u306e\u4e00\u89a7\u3092\u4f5c\u308b\n7. **\u3010\u4eba\u3011** \u4e8b\u52d9\u8077\u54e1\u304c\u5019\u88dc\u306e\u4e00\u89a7\u3092\u30da\u30fc\u30b8\u306e\u753b\u50cf\u3068\u4e26\u3079\u3066\u78ba\u304b\u3081\u3001\u6f0f\u308c\u3092\u8db3\u3059\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u306e\u5f01\u8b77\u58eb\u304c\u300c\u8981\u5224\u65ad\u300d\u3068\u3001\u4e8b\u52d9\u8077\u54e1\u304c\u8db3\u3057\u305f\u7b87\u6240\u3092\u78ba\u304b\u3081\u3066\u78ba\u5b9a\u3059\u308b\n9. **\u3010\u81ea\u52d5\u3011** 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\u6d88\u3057\u305f\u306f\u305a\u306e\u8a9e\u304c\u51fa\u529b\u306e\u6587\u5b57\u304b\u3089\u8aad\u3081\u305f\u3089\u3001\u305d\u306e\u66f8\u9762\u306f\u5916\u3078\u51fa\u3057\u307e\u305b\u3093\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u62c5\u5f53\u306e\u5f01\u8b77\u58eb\u304c\u3001\u4e8b\u4ef6\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u66f8\u9762\u3068\u76ee\u7684\u3092\u9078\u3093\u3067\u300c\u4f0f\u305b\u5b57\u306e\u4f9d\u983c\u300d\u3092\u767b\u9332\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u79d8\u533f\u6c7a\u5b9a\u30fb\u95b2\u89a7\u5236\u9650\u306e\u5370\u304c\u3042\u308b\u4e8b\u4ef6\u306a\u3089\u3001\u51e6\u7406\u3092\u6b62\u3081\u3066\u5f01\u8b77\u58eb\u3078\u623b\u3059","**\u3010\u81ea\u52d5\u3011** Azure AI Document Intelligence \u306e\u30ec\u30a4\u30a2\u30a6\u30c8 \u30e2\u30c7\u30eb\u3067\u66f8\u9762\u3092\u8aad\u307f\u3001\u5168\u6587\u3068\u3001\u8a9e\u3054\u3068\u306e\u30da\u30fc\u30b8\u3068\u4f4d\u7f6e\u3092\u53d6\u308b","**\u3010\u81ea\u52d5\u3011** \u5168\u6587\u3092\u6bb5\u843d\u306e\u5207\u308c\u76ee\u3067\u5206\u3051\u3001Azure AI Language \u306e PII \u306e\u691c\u51fa\u306b\u65e5\u672c\u8a9e\u3068\u3057\u3066\u9001\u308b","**\u3010\u81ea\u52d5\u3011** \u4e8b\u4ef6\u306e\u5f53\u4e8b\u8005\u30fb\u95a2\u4fc2\u8005\u306e\u540d\u7c3f\uff08\u59d3\u3060\u3051\u30fb\u540d\u3060\u3051\u30fb\u901a\u79f0\u3092\u542b\u3080\uff09\u3067\u5168\u6587\u3092\u7167\u5408\u3057\u3001\u4e8b\u4ef6\u756a\u53f7\u30fb\u5730\u756a\u30fb\u8eca\u4e21\u756a\u53f7\u306a\u3069\u3092\u898f\u5247\u3067\u62fe\u3046","**\u3010\u81ea\u52d5\u3011** 3\u3064\u306e\u7d50\u679c\u3092\u91cd\u306d\u3001\u76ee\u7684\u3054\u3068\u306e\u65b9\u91dd\u8868\u3067\u300c\u4f0f\u305b\u308b\u300d\u300c\u6b8b\u3059\u300d\u300c\u8981\u5224\u65ad\u300d\u306e\u521d\u671f\u5024\u3092\u4ed8\u3051\u305f\u5019\u88dc\u306e\u4e00\u89a7\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** 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\u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u4e8b\u4ef6\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u306e\u300c\u4f0f\u305b\u5b57\u306e\u4f9d\u983c\u300d\u306e\u767b\u9332\nAzure Functions \u2500\u2500 \u79d8\u533f\u6c7a\u5b9a\u30fb\u95b2\u89a7\u5236\u9650\u306e\u78ba\u8a8d\u3001\u540d\u7c3f\u3068\u65b9\u91dd\u8868\u306e\u53d6\u5f97\n \u25bc\nAzure AI Document Intelligence\uff08\u30ec\u30a4\u30a2\u30a6\u30c8 \u30e2\u30c7\u30eb\uff09\n \u2502 \u5168\u6587\u3001\u6bb5\u843d\u3001\u8a9e\u3054\u3068\u306e\u30da\u30fc\u30b8\u30fb\u4f4d\u7f6e\uff08polygon\uff09\u30fb\u4fe1\u983c\u5ea6\n \u25bc\nAzure AI Language\uff08\u30c6\u30ad\u30b9\u30c8\u306e PII \u691c\u51fa\u3002language=ja\uff09\n \u2502 Person\u3001Address\u3001PhoneNumber\u3001Email\u3001JP \u306e\u756a\u53f7\u985e \u306a\u3069\n \u25bc\nAzure Functions \u2500\u2500 \u540d\u7c3f\u306e\u7167\u5408\u3068\u898f\u5247\u306e\u7167\u5408\u30013\u3064\u306e\u7d50\u679c\u306e\u7d71\u5408\n \u2502 \u65b9\u91dd\u8868\u3067 \u4f0f\u305b\u308b\uff0f\u6b8b\u3059\uff0f\u8981\u5224\u65ad \u306e\u521d\u671f\u5024\n \u25bc\n\u3010\u4e8b\u52d9\u8077\u54e1\u304c\u5019\u88dc\u3092\u78ba\u304b\u3081\u3001\u5f01\u8b77\u58eb\u304c\u8981\u5224\u65ad\u3092\u78ba\u5b9a\u3011\n \u25bc\nAzure Functions \u2500\u2500 \u6587\u5b57\u306e\u5c64\u3054\u3068\u6d88\u3059\u51e6\u7406\u3001\u51fa\u529b\u306e\u518d\u8aad\u307f\u53d6\u308a\u3068\u6b8b\u5b58\u306e\u691c\u67fb\n \u25bc\n\u4f0f\u305b\u5b57\u6e08\u307f\u306e\u66f8\u9762\u3068\u3001\u4f0f\u305b\u305f\u7b87\u6240\u306e\u8a18\u9332\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | Azure AI Document Intelligence\uff08\u30ec\u30a4\u30a2\u30a6\u30c8 \u30e2\u30c7\u30eb\u3002\u5168\u6587\u3068\u8a9e\u3054\u3068\u306e\u4f4d\u7f6e\uff09 | Google Document AI |\n| \u500b\u4eba\u60c5\u5831\u306e\u691c\u51fa | Azure AI Language\uff08\u30c6\u30ad\u30b9\u30c8\u306e PII \u691c\u51fa\uff09 | Azure AI Language \u306e\u6587\u66f8\u306e PII \u691c\u51fa\u3001\u540d\u7c3f\u3068\u898f\u5247\u3060\u3051\u306e\u7167\u5408 |\n| \u9023\u643a | Azure Functions\uff08\u7167\u5408\u3001\u7d71\u5408\u3001\u4f0f\u305b\u5b57\u306e\u9069\u7528\u3001\u6b8b\u5b58\u306e\u691c\u67fb\uff09 | Azure Logic Apps |\n| \u4fdd\u7ba1 | Azure Blob Storage\uff08\u539f\u672c\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u4f0f\u305b\u5b57\u6e08\u307f\u306e\u66f8\u9762\uff09 | \u6587\u66f8\u306e\u4fdd\u7ba1\u5eab |\n\n**\u4e8b\u4ef6\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u306f\u540d\u7c3f\u3068\u79d8\u533f\u6c7a\u5b9a\u30fb\u95b2\u89a7\u5236\u9650\u306e\u5370\u3092\u8aad\u3080\u3060\u3051\u3067\u3001**\u4e8b\u4ef6\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** 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`length`\uff09\u3001\u4fe1\u983c\u5ea6\uff08`confidenceScore`\uff09**\u304c\u542b\u307e\u308c\u3001\u4f0f\u305b\u5b57\u3092\u9069\u7528\u3057\u305f\u6587\u5b57\u5217\uff08`redactedText`\uff09\u3082\u8fd4\u308a\u307e\u3059\u3002**\u4f4d\u7f6e\u304c\u8fd4\u308b\u306e\u3067\u3001\u30da\u30fc\u30b8\u306e\u4e0a\u306e\u3069\u3053\u3092\u6d88\u3059\u304b\u307e\u3067\u623b\u305b\u307e\u3059\u3002**\n\n**\u6587\u66f8\u306e PII \u691c\u51fa\u3092\u672c\u547d\u306b\u3057\u306a\u3044\u7406\u7531\u3082\u3042\u308a\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u6587\u66f8\u306e PII \u691c\u51fa\u306f PDF\u30fbDOCX\u30fbTXT \u3092\u305d\u306e\u307e\u307e\u53d7\u3051\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u3092\u4fdd\u3063\u305f\u4f0f\u305b\u5b57\u6e08\u307f\u306e\u6587\u66f8\u3068 JSON \u3092\u8fd4\u3059\u6a5f\u80fd\u3067\u30012026-05-01 \u306b\u4e00\u822c\u63d0\u4f9b\uff08GA\uff09\u306b\u306a\u3063\u305f\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001**\u9ed2\u3044\u56db\u89d2\u3067\u306e\u4f0f\u305b\u5b57\u3001\u533a\u5206\u540d\u3067\u306e\u7f6e\u304d\u63db\u3048\u3001\u4fe1\u983c\u5ea6\u306e\u3057\u304d\u3044\u5024\u3001\u9664\u5916\u3059\u308b\u8a9e\u306e\u6307\u5b9a\u306f\u3001GA \u3067\u306f\u306a\u304f\u30d7\u30ec\u30d3\u30e5\u30fc\u306e API \u306e\u6a5f\u80fd**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5f01\u8b77\u58eb\u304c\u63a1\u5426\u3092\u6c7a\u3081\u3066\u304b\u3089\u4f0f\u305b\u308b\u6d41\u308c\u3067\u306f\u3001\u691c\u51fa\u3068\u9069\u7528\u3092\u5206\u3051\u3089\u308c\u308b\u30c6\u30ad\u30b9\u30c8\u306e\u691c\u51fa\u306e\u307b\u3046\u304c\u5411\u304d\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u62c5\u5f53\u306e\u5f01\u8b77\u58eb\u304c\u3001\u4e8b\u4ef6\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u300c\u4f0f\u305b\u5b57\u306e\u4f9d\u983c\u300d\u3092\u767b\u9332\u3057\u305f\u6642\u70b9\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u4f9d\u983c\u306b\u306f\u3001\u66f8\u9762\u3001\u76ee\u7684\uff08\u4f9d\u983c\u8005\u3078\u306e\u5171\u6709\uff0f\u5224\u4f8b\u7d39\u4ecb\u30fb\u8cc7\u6599\uff0f\u66f8\u5f0f\u4f8b\uff09\u3001\u51fa\u3059\u5148\u3001\u671f\u9650\u3092\u5165\u308c\u307e\u3059\u3002**\u4fdd\u7ba1\u5eab\u306b\u66f8\u9762\u304c\u7f6e\u304b\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u306f\u3057\u307e\u305b\u3093\u3002** 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\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u8a00\u8a9e\u3092\u6307\u5b9a\u3057\u306a\u3044\u5834\u5408\u306f\u82f1\u8a9e\u3068\u3057\u3066\u62bd\u51fa\u304c\u884c\u308f\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u65e5\u672c\u8a9e\u306e\u66f8\u9762\u3092\u82f1\u8a9e\u3068\u3057\u3066\u9001\u308b\u3068\u3001\u4eba\u540d\u3092\u307b\u3068\u3093\u3069\u62fe\u3044\u307e\u305b\u3093\u3002** \u30a8\u30e9\u30fc\u306b\u306f\u306a\u3089\u306a\u3044\u306e\u3067\u3001\u6c17\u3065\u304d\u306b\u304f\u3044\u5931\u6557\u3067\u3059\u3002\n\n**3\u756a\u76ee\u306e\u5206\u5272\u306f\u3001\u6bb5\u843d\u306e\u9014\u4e2d\u3067\u5207\u308a\u307e\u305b\u3093\u3002** \u300c\u539f\u544a\u7532\u91ce\u300d\u306e\u9014\u4e2d\u3067\u5207\u308c\u308b\u3068\u3001\u3069\u3061\u3089\u306e\u304b\u305f\u307e\u308a\u3067\u3082\u4eba\u540d\u3068\u3057\u3066\u62fe\u308f\u308c\u307e\u305b\u3093\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u5168\u6587\u304b\u3089\u500b\u4eba\u3092\u7279\u5b9a\u3057\u3046\u308b\u8a9e\u3092\u62fe\u3044\u3001\u533a\u5206\u3068\u4f4d\u7f6e\u3068\u4fe1\u983c\u5ea6\u3092\u4ed8\u3051\u3066\u8fd4\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u3053\u3053\u3067\u3044\u3046 AI \u306f Azure AI Language \u306e PII \u306e\u691c\u51fa\u3067\u3001\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b AI \u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n| \u62fe\u3046\u4ed5\u7d44\u307f | \u5f97\u610f\u306a\u3082\u306e | \u82e6\u624b\u306a\u3082\u306e |\n|:--|:--|:--|\n| Language \u306e PII \u691c\u51fa | \u540d\u7c3f\u306b\u7121\u3044\u4eba\u540d\uff08\u53d6\u5f15\u5148\u306e\u62c5\u5f53\u8005\u3001\u533b\u5e2b\uff09\u3001\u4f4f\u6240\u3001\u96fb\u8a71\u756a\u53f7\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3001\u65e5\u672c\u306e\u756a\u53f7\u985e | \u59d3\u3060\u3051\u306e\u7e70\u308a\u8fd4\u3057\u3001\u5730\u756a\u3001\u4e8b\u4ef6\u756a\u53f7 |\n| \u540d\u7c3f\u306e\u7167\u5408 | \u5f53\u4e8b\u8005\u30fb\u95a2\u4fc2\u8005\u306e\u59d3\u3060\u3051\u30fb\u901a\u79f0\u30fb\u65e7\u59d3\u306e\u7e70\u308a\u8fd4\u3057 | \u540d\u7c3f\u306b\u8f09\u3063\u3066\u3044\u306a\u3044\u4eba |\n| \u898f\u5247\u306e\u7167\u5408 | \u4e8b\u4ef6\u756a\u53f7\u3001\u5730\u756a\u30fb\u5bb6\u5c4b\u756a\u53f7\u3001\u8eca\u4e21\u306e\u767b\u9332\u756a\u53f7\u3001\u548c\u66a6\u306e\u751f\u5e74\u6708\u65e5 | \u578b\u306e\u5d29\u308c\u305f\u66f8\u304d\u65b9 |\n\n**3\u3064\u3092\u91cd\u306d\u308b\u306e\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u82e6\u624b\u3092\u4ed6\u304c\u57cb\u3081\u308b\u304b\u3089\u3067\u3059\u3002** \u540c\u3058\u7b87\u6240\u3092\u8907\u6570\u306e\u4ed5\u7d44\u307f\u304c\u62fe\u3063\u305f\u30891\u3064\u306e\u5019\u88dc\u306b\u307e\u3068\u3081\u3001\u3069\u306e\u4ed5\u7d44\u307f\u304c\u62fe\u3063\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\u3002**1\u3064\u306e\u4ed5\u7d44\u307f\u3057\u304b\u62fe\u308f\u306a\u304b\u3063\u305f\u5019\u88dc\u306f\u3001\u78ba\u8a8d\u306e\u753b\u9762\u3067\u76ee\u7acb\u305f\u305b\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u4f0f\u305b\u308b\u304b\u3069\u3046\u304b\u306e\u6c7a\u5b9a | \u76ee\u7684\u3068\u51fa\u3059\u5148\u3067\u5909\u308f\u308b\u3002\u65b9\u91dd\u8868\u304c\u521d\u671f\u5024\u3092\u6c7a\u3081\u3001\u5f01\u8b77\u58eb\u304c\u78ba\u5b9a\u3059\u308b |\n| \u691c\u51fa\u306e\u7d50\u679c\u3067\u306e\u81ea\u52d5\u306e\u4f0f\u305b\u5b57 | `redactedText` \u306f\u4f7f\u308f\u306a\u3044\u3002\u63a1\u5426\u306e\u524d\u306b\u4f0f\u305b\u308b\u3068\u3001\u4f0f\u305b\u904e\u304e\u306b\u6c17\u3065\u3051\u306a\u3044 |\n| \u4fe1\u983c\u5ea6\u306b\u3088\u308b\u5019\u88dc\u306e\u5207\u308a\u6368\u3066 | \u4f4e\u3044\u4fe1\u983c\u5ea6\u306e\u5019\u88dc\u3082\u4e00\u89a7\u306b\u51fa\u3059\u3002\u5207\u308a\u6368\u3066\u308b\u3068\u6f0f\u308c\u304c\u898b\u3048\u306a\u3044 |\n| \u6587\u66f8\u3092\u5916\u3078\u51fa\u3059\u5224\u65ad | \u5b88\u79d8\u7fa9\u52d9\u3001\u95b2\u89a7\u5236\u9650\u3001\u79d8\u533f\u6c7a\u5b9a\u306f\u5f01\u8b77\u58eb\u306e\u5224\u65ad |\n\n**2\u884c\u76ee\u306b\u6ce8\u610f\u304c\u8981\u308a\u307e\u3059\u3002** Language \u306e\u5fdc\u7b54\u306b\u306f\u4f0f\u305b\u5b57\u3092\u9069\u7528\u3057\u305f\u6587\u5b57\u5217\u304c\u4ed8\u3044\u3066\u304d\u307e\u3059\u304c\u3001**\u3053\u308c\u3092\u305d\u306e\u307e\u307e\u4f7f\u3046\u3068\u3001\u691c\u51fa\u3057\u305f\u8a9e\u304c\u5168\u90e8\u4f0f\u305b\u3089\u308c\u307e\u3059\u3002** \u88c1\u5224\u5b98\u3084\u4ee3\u7406\u4eba\u306e\u540d\u524d\u307e\u3067\u4f0f\u305b\u305f\u5224\u6c7a\u66f8\u306f\u3001\u5224\u4f8b\u7d39\u4ecb\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\nPII \u306e\u691c\u51fa\u306f\u6587\u7ae0\u306e\u6307\u793a\u3067\u306f\u306a\u304f\u3001\u8981\u6c42\u306e\u5f62\u3067\u4f55\u3092\u62fe\u3046\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002**\u6b21\u306e\u8981\u6c42\u3092\u3001\u304b\u305f\u307e\u308a\u3054\u3068\u306b\u9001\u308a\u307e\u3059\u3002**\n\n```\nPOST {endpoint}\/language\/:analyze-text?api-version=\n{\n \"kind\": \"PiiEntityRecognition\",\n \"parameters\": {\n \"modelVersion\": \"latest\",\n \"stringIndexType\": \"unicodeCodePoint\",\n \"piiCategories\": [\n \"Person\", \"Address\", \"PhoneNumber\", \"Email\", \"Organization\", \"Date\",\n \"JPBankAccountNumber\", \"JPDriversLicenseNumber\", \"JPMyNumberPersonal\",\n \"JPPassportNumber\", \"JPResidenceCardNumber\", \"JPSocialInsuranceNumber\"\n ]\n },\n \"analysisInput\": {\n \"documents\": [\n { \"id\": \"p012-c03\", \"language\": \"ja\", \"text\": \"<\u6bb5\u843d\u306e\u5207\u308c\u76ee\u3067\u5206\u3051\u305f\u672c\u6587>\" }\n ]\n }\n}\n```\n\n**`piiCategories` \u3092\u660e\u793a\u3059\u308b\u306e\u306f\u3001\u62fe\u3046\u7bc4\u56f2\u3092\u4e8b\u52d9\u6240\u3067\u6c7a\u3081\u308b\u305f\u3081\u3067\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u533a\u5206\u3092\u6307\u5b9a\u3059\u308b\u3068\u305d\u306e\u533a\u5206\u3060\u3051\u304c\u8fd4\u308a\u3001\u65e2\u5b9a\u3067\u6709\u52b9\u3067\u306a\u3044\u533a\u5206\u3082\u6307\u5b9a\u3067\u62fe\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**Organization \u3068 Date \u306f\u3001\u65e2\u5b9a\u306e\u307e\u307e\u4efb\u305b\u305a\u306b\u660e\u793a\u3057\u3066\u62fe\u3044\u3001\u4f0f\u305b\u308b\u304b\u306f\u65b9\u91dd\u8868\u3067\u6c7a\u3081\u307e\u3059\u3002** \u4f1a\u793e\u540d\u3084\u65e5\u4ed8\u306f\u3001\u76ee\u7684\u306b\u3088\u3063\u3066\u306f\u6b8b\u3059\u304b\u3089\u3067\u3059\u3002\n\n**\u78ba\u8a8d\u306e\u753b\u9762\u3067\u4e8b\u52d9\u8077\u54e1\u306b\u898b\u305b\u308b\u624b\u9806\u66f8\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u66f8\u304d\u307e\u3059\u3002**\n\n```\n\u3010\u5019\u88dc\u306e\u78ba\u304b\u3081\u65b9\u3011\n1. \u300c1\u3064\u306e\u4ed5\u7d44\u307f\u3060\u3051\u304c\u62fe\u3063\u305f\u300d\u5019\u88dc\u304b\u3089\u898b\u308b\n2. Person \u306e\u5019\u88dc\u306f\u3001\u540d\u7c3f\u306e\u5f79\u5272\u3068\u7167\u3089\u3057\u3066 \u4f0f\u305b\u308b\uff0f\u6b8b\u3059 \u306e\u521d\u671f\u5024\u3092\u78ba\u304b\u3081\u308b\n3. \u4e00\u89a7\u306b\u7121\u3044\u4eba\u540d\u30fb\u4f4f\u6240\u304c\u753b\u50cf\u306b\u898b\u3048\u305f\u3089\u300c\u5019\u88dc\u3092\u8db3\u3059\u300d\u3067\u56f2\u3080\n4. \u59d3\u3060\u3051\u306e\u8a9e\u306f\u3001\u540c\u3058\u4eba\u306e\u4ed6\u306e\u51fa\u73fe\u3082\u4e00\u89a7\u306b\u51fa\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\n5. \u8ff7\u3063\u305f\u3082\u306e\u306f\u300c\u8981\u5224\u65ad\u300d\u306b\u3057\u3066\u3001\u5f01\u8b77\u58eb\u3078\u56de\u3059\n\u3010\u3084\u3089\u306a\u3044\u3053\u3068\u3011\n- \u4e00\u89a7\u306b\u7121\u3044\u7b87\u6240\u3092\u3001\u753b\u9762\u4e0a\u306e\u9ed2\u3044\u56db\u89d2\u3060\u3051\u3067\u96a0\u3055\u306a\u3044\n- \u7f6e\u304d\u63db\u3048\u306e\u8868\u8a18\uff08\u539f\u544aA \u306a\u3069\uff09\u3092\u3001\u66f8\u9762\u3054\u3068\u306b\u5909\u3048\u306a\u3044\n```\n\n**4\u756a\u76ee\u304c\u3001\u7b2c3\u7ae0\u306e\uff08a\uff09\u306e\u5bfe\u7b56\u3067\u3059\u3002** \u540d\u7c3f\u3067\u300c\u7532\u91ce\u300d\u3092\u7167\u5408\u3057\u3066\u3044\u308c\u3070\u5168\u51fa\u73fe\u304c\u5019\u88dc\u306b\u4e26\u3073\u307e\u3059\u304c\u3001\u540d\u7c3f\u306b\u7121\u3044\u4eba\u306f PII \u306e\u691c\u51fa\u306e\u51fa\u6765\u306b\u983c\u308a\u307e\u3059\u3002**\u540c\u3058\u59d3\u304c\u4e00\u90e8\u3060\u3051\u62fe\u308f\u308c\u3066\u3044\u305f\u3089\u3001\u6b8b\u308a\u3092\u8db3\u3057\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u5019\u88dc\u306e\u4e00\u89a7\u306f\u3001\u6b21\u306e\u5f62\u306e JSON \u3067\u6301\u3061\u307e\u3059\u3002**\n\n```json\n{\n \"request_id\": \"\",\n \"purpose\": \"client_share | publication | template\",\n \"candidates\": [\n {\n \"text\": \"\",\n \"category\": \"Person | Address | PhoneNumber | CaseNumber | LotNumber | ...\",\n \"sources\": [\"language_pii\", \"roster\", \"rule\"],\n \"confidence\": 0.0,\n \"roster_role\": \"plaintiff | defendant | witness | counsel | judge | none\",\n \"page\": 0,\n \"polygons\": [[0, 0, 0, 0, 0, 0, 0, 0]],\n \"default_action\": \"redact | keep | review\",\n \"replacement\": \"\u539f\u544aA\",\n \"decided_action\": \"\",\n \"decided_by\": \"\"\n }\n ],\n \"low_ocr_pages\": [0]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`sources` \u3067\u62fe\u3063\u305f\u4ed5\u7d44\u307f\u304c\u5206\u304b\u308b\u3053\u3068\u3067\u3059\u3002** \u540d\u7c3f\u3067\u3057\u304b\u62fe\u3048\u306a\u304b\u3063\u305f\u5019\u88dc\u304c\u591a\u3044\u533a\u5206\u306f\u3001PII \u306e\u691c\u51fa\u304c\u82e6\u624b\u306a\u66f8\u304d\u65b9\u3067\u3059\u3002**\u9006\u306b PII \u306e\u691c\u51fa\u3067\u3057\u304b\u62fe\u3048\u306a\u304b\u3063\u305f\u4eba\u540d\u306f\u3001\u540d\u7c3f\u306e\u767b\u9332\u6f0f\u308c\u3092\u793a\u3057\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`default_action` \u3068 `decided_action` \u3092\u5206\u3051\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002** \u65b9\u91dd\u8868\u304c\u4ed8\u3051\u305f\u521d\u671f\u5024\u3068\u3001\u4eba\u304c\u6c7a\u3081\u305f\u5024\u3092\u5225\u306b\u6301\u3064\u306e\u3067\u3001**\u521d\u671f\u5024\u3092\u4eba\u304c\u8986\u3057\u305f\u5272\u5408\u3092\u533a\u5206\u3054\u3068\u306b\u6570\u3048\u3089\u308c\u307e\u3059\u3002** \u5272\u5408\u306e\u9ad8\u3044\u533a\u5206\u306f\u3001\u65b9\u91dd\u8868\u306e\u898b\u76f4\u3057\u306e\u5bfe\u8c61\u3067\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`replacement` \u3067\u8868\u8a18\u3092\u305d\u308d\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u540c\u3058\u4eba\u306b\u306f\u3001\u66f8\u9762\u306e\u6700\u521d\u304b\u3089\u6700\u5f8c\u307e\u3067\u540c\u3058\u7f6e\u304d\u63db\u3048\u3092\u4f7f\u3044\u307e\u3059\u3002**\u7f6e\u304d\u63db\u3048\u306f\u540d\u7c3f\u306e\u5f79\u5272\u304b\u3089\u6a5f\u68b0\u7684\u306b\u632f\u308a\u3001\u4eba\u304c\u66f8\u9762\u3054\u3068\u306b\u8003\u3048\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u4e8b\u4ef6\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0 | \u8aad\u307f\u53d6\u308a\uff08\u4f9d\u983c\u306e\u72b6\u614b\u3060\u3051\u66f4\u65b0\uff09 | \u4f9d\u983c\u3001\u540d\u7c3f\u3001\u79d8\u533f\u6c7a\u5b9a\u30fb\u95b2\u89a7\u5236\u9650\u306e\u5370 |\n| \u6587\u66f8\u306e\u4fdd\u7ba1\u5eab | \u8aad\u307f\u53d6\u308a\u3068\u3001\u4f0f\u305b\u5b57\u6e08\u307f\u306e\u66f8\u9762\u306e\u4fdd\u5b58 | \u539f\u672c\u306f\u4e0a\u66f8\u304d\u3057\u306a\u3044 |\n| Azure AI Document Intelligence | \u89e3\u6790\u306e API | \u5168\u6587\u3001\u6bb5\u843d\u3001\u8a9e\u306e\u4f4d\u7f6e |\n| Azure AI Language | \u89e3\u6790\u306e API\uff08\u540c\u671f\uff09 | PII \u306e\u5019\u88dc |\n| \u78ba\u8a8d\u306e\u753b\u9762 | Azure Functions \u304c\u4e00\u89a7\u3068\u753b\u50cf\u3092\u51fa\u3059 | \u4e8b\u52d9\u8077\u54e1\u3068\u5f01\u8b77\u58eb\u306e\u78ba\u5b9a |\n\n**\u4f0f\u305b\u5b57\u306e\u9069\u7528\u306f\u3001PDF \u306e\u6587\u5b57\u306e\u5c64\u3054\u3068\u6d88\u3059\u51e6\u7406\u3067\u884c\u3044\u307e\u3059\u3002** \u9ed2\u3044\u56db\u89d2\u3092\u91cd\u306d\u308b\u3060\u3051\u306e\u51e6\u7406\u306b\u306f\u3057\u307e\u305b\u3093\u3002DOCX \u306f\u3001\u8a72\u5f53\u306e\u6587\u5b57\u5217\u3092\u7f6e\u304d\u63db\u3048\u306e\u8868\u8a18\u306b\u5dee\u3057\u66ff\u3048\u3001**\u5909\u66f4\u5c65\u6b74\u3068\u30b3\u30e1\u30f3\u30c8\u3068\u6587\u66f8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\uff08\u4f5c\u6210\u8005\u306a\u3069\uff09\u3092\u6d88\u3057\u3066\u304b\u3089** PDF \u306b\u3057\u3066\u51fa\u3057\u307e\u3059\u3002\n\n**\u4f0f\u305b\u5b57\u6e08\u307f\u306e\u66f8\u9762\u306f\u3001\u539f\u672c\u3068\u306f\u5225\u306e\u5834\u6240\u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002** \u539f\u672c\u3092\u4e0a\u66f8\u304d\u3059\u308b\u3068\u3001\u4f0f\u305b\u904e\u304e\u306b\u5f8c\u304b\u3089\u6c17\u3065\u3044\u305f\u3068\u304d\u306b\u623b\u305b\u307e\u305b\u3093\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5168\u4ef6\u3001\u4e8b\u52d9\u8077\u54e1\u3068\u5f01\u8b77\u58eb\u306e2\u6bb5\u968e\u3067\u78ba\u304b\u3081\u307e\u3059\u3002** \u81ea\u52d5\u3067\u4f0f\u305b\u3066\u5916\u3078\u51fa\u3059\u7d4c\u8def\u306f\u4f5c\u308a\u307e\u305b\u3093\u3002\n\n1. **\u4e8b\u52d9\u8077\u54e1\u304c\u5019\u88dc\u3092\u78ba\u304b\u3081\u308b** \u2026 \u4e00\u89a7\u3068\u30da\u30fc\u30b8\u306e\u753b\u50cf\u3092\u4e26\u3079\u30011\u3064\u306e\u4ed5\u7d44\u307f\u3060\u3051\u304c\u62fe\u3063\u305f\u5019\u88dc\u304b\u3089\u898b\u307e\u3059\n2. **\u6f0f\u308c\u3092\u8db3\u3059** \u2026 \u4e00\u89a7\u306b\u7121\u3044\u500b\u4eba\u306e\u8a18\u8f09\u3092\u753b\u50cf\u306e\u4e0a\u3067\u56f2\u3093\u3067\u8db3\u3057\u307e\u3059\n3. **\u8aad\u307f\u53d6\u308a\u306e\u602a\u3057\u3044\u30da\u30fc\u30b8\u3092\u898b\u308b** \u2026 `low_ocr_pages` \u306e\u30da\u30fc\u30b8\u306f\u5168\u6587\u3092\u76ee\u3067\u8aad\u307f\u307e\u3059\n4. **\u5f01\u8b77\u58eb\u304c\u8981\u5224\u65ad\u3092\u78ba\u5b9a\u3059\u308b** \u2026 \u65b9\u91dd\u8868\u3067\u6c7a\u307e\u3089\u306a\u3044\u5019\u88dc\u3068\u3001\u4e8b\u52d9\u8077\u54e1\u304c\u8db3\u3057\u305f\u5019\u88dc\u3092\u898b\u307e\u3059\n5. **\u5f01\u8b77\u58eb\u304c\u51fa\u529b\u3092\u78ba\u304b\u3081\u308b** \u2026 \u4f0f\u305b\u5b57\u6e08\u307f\u306e\u66f8\u9762\u3092\u8aad\u307f\u3001\u76ee\u7684\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n\n**3\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8aad\u307f\u53d6\u308a\u304c\u5d29\u308c\u305f\u8a9e\u306f\u3001PII \u306e\u691c\u51fa\u306b\u3082\u540d\u7c3f\u306e\u7167\u5408\u306b\u3082\u5f15\u3063\u304b\u304b\u308a\u307e\u305b\u3093\u3002**\u8aad\u3081\u306a\u304b\u3063\u305f\u8a9e\u306f\u3001\u62fe\u3048\u306a\u304b\u3063\u305f\u8a9e\u3067\u3059\u3002**\n\n**\u5f01\u8b77\u58eb\u306e\u78ba\u8a8d\u306f\u300125\u5206\u304b\u308910\u5206\u307b\u3069\u306b\u3059\u308b\u60f3\u5b9a\u3067\u3059\u3002** \u5168\u6587\u306e\u8aad\u307f\u76f4\u3057\u304c\u3001\u8981\u5224\u65ad\u306e\u5019\u88dc\u3068\u51fa\u529b\u306e\u62fe\u3044\u8aad\u307f\u306b\u5909\u308f\u308a\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u79d8\u533f\u6c7a\u5b9a\u30fb\u95b2\u89a7\u5236\u9650\u306e\u5370\u304c\u3042\u308b | \u8aad\u307f\u53d6\u308a\u306e\u524d\u306b\u6b62\u3081\u3001\u5f01\u8b77\u58eb\u3078\u623b\u3059 |\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306e PDF | \u30ed\u30c3\u30af\u3092\u5916\u3057\u3066\u304b\u3089\u9001\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u5916\u305b\u306a\u3051\u308c\u3070\u4f9d\u983c\u8005\u306b\u78ba\u304b\u3081\u308b |\n| \u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u304c\u4f4e\u3044\u30da\u30fc\u30b8\u304c\u591a\u3044 | `low_ocr_pages` \u306b\u5165\u308c\u3001\u5168\u6587\u3092\u76ee\u8996\u3059\u308b\u3002\u30b9\u30ad\u30e3\u30f3\u306e\u3057\u76f4\u3057\u3082\u691c\u8a0e\u3059\u308b |\n| 1\u6587\u66f8\u304c5,120\u5b57\u3092\u8d85\u3048\u305f | \u5206\u5272\u306e\u8aa4\u308a\u3002\u6bb5\u843d\u306e\u5207\u308c\u76ee\u3067\u5206\u3051\u76f4\u3059 |\n| PII \u306e\u691c\u51fa\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u540d\u7c3f\u3068\u898f\u5247\u306e\u7d50\u679c\u3060\u3051\u3067\u4e00\u89a7\u3092\u4f5c\u308a\u3001\u300cPII \u672a\u5b9f\u65bd\u300d\u306e\u5370\u3092\u4ed8\u3051\u308b |\n| \u540d\u7c3f\u306b\u5f53\u4e8b\u8005\u304c\u767b\u9332\u3055\u308c\u3066\u3044\u306a\u3044 | \u4e00\u89a7\u306e\u5192\u982d\u306b\u8b66\u544a\u3092\u51fa\u3059\u3002**\u540d\u7c3f\u306e\u7167\u5408\u304c\u52b9\u3044\u3066\u3044\u306a\u3044** |\n| \u51fa\u529b\u306e\u518d\u8aad\u307f\u53d6\u308a\u3067\u4f0f\u305b\u305f\u8a9e\u304c\u898b\u3064\u304b\u3063\u305f | \u305d\u306e\u66f8\u9762\u3092\u5916\u3078\u51fa\u3055\u305a\u3001\u9069\u7528\u306e\u51e6\u7406\u3092\u3084\u308a\u76f4\u3059 |\n| \u624b\u66f8\u304d\u306e\u66f8\u304d\u8fbc\u307f\u304c\u3042\u308b\u66f8\u9762 | \u30ec\u30a4\u30a2\u30a6\u30c8 \u30e2\u30c7\u30eb\u306e\u624b\u66f8\u304d\u306e\u5bfe\u5fdc\u8a00\u8a9e\u306b\u65e5\u672c\u8a9e\u306f\u3042\u308b\u304c\u3001**\u66f8\u304d\u8fbc\u307f\u306e\u30da\u30fc\u30b8\u306f\u76ee\u8996\u3092\u5fc5\u9808\u306b\u3059\u308b** |\n\n**7\u884c\u76ee\u306e\u691c\u67fb\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u6700\u5f8c\u306e\u7826\u3067\u3059\u3002** \u4f0f\u305b\u5b57\u6e08\u307f\u306e\u66f8\u9762\u3092\u3082\u3046\u4e00\u5ea6\u30ec\u30a4\u30a2\u30a6\u30c8 \u30e2\u30c7\u30eb\u3067\u8aad\u307f\u3001`decided_action` \u304c `redact` \u306e\u8a9e\u304c\u5168\u6587\u306b\u6b8b\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u63a2\u3057\u307e\u3059\u3002**1\u8a9e\u3067\u3082\u6b8b\u3063\u3066\u3044\u305f\u3089\u6b62\u3081\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u4f9d\u983c\u306e\u5185\u5bb9\uff08\u76ee\u7684\u3001\u51fa\u3059\u5148\u3001\u62c5\u5f53\u306e\u5f01\u8b77\u58eb\uff09\u3068\u3001\u4f7f\u3063\u305f\u65b9\u91dd\u8868\u306e\u7248\n- \u8aad\u307f\u53d6\u308a\u306e\u7d50\u679c\u306e JSON \u3068\u3001PII \u306e\u691c\u51fa\u306e\u5fdc\u7b54\u306e\u5168\u6587\n- \u5019\u88dc\u306e\u4e00\u89a7\uff08\u521d\u671f\u5024\u3068\u3001\u4eba\u304c\u6c7a\u3081\u305f\u5024\u3001\u6c7a\u3081\u305f\u4eba\u3068\u65e5\u6642\uff09\n- **\u4eba\u304c\u8db3\u3057\u305f\u5019\u88dc**\u3068\u3001\u305d\u306e\u533a\u5206\n- \u4f0f\u305b\u5b57\u6e08\u307f\u306e\u66f8\u9762\u3068\u3001\u518d\u8aad\u307f\u53d6\u308a\u306e\u691c\u67fb\u306e\u7d50\u679c\n- \u5916\u3078\u51fa\u3057\u305f\u65e5\u6642\u3068\u51fa\u3057\u305f\u5148\n\n**4\u3064\u76ee\u306e\u300c\u4eba\u304c\u8db3\u3057\u305f\u5019\u88dc\u300d\u306f\u3001\u4ed5\u7d44\u307f\u306e\u5f31\u70b9\u306e\u8a18\u9332\u3067\u3059\u3002** \u540c\u3058\u578b\u306e\u66f8\u304d\u65b9\u304c\u4f55\u5ea6\u3082\u8db3\u3055\u308c\u3066\u3044\u308b\u306a\u3089\u3001\u898f\u5247\u304b\u540d\u7c3f\u306e\u9805\u76ee\u3092\u5897\u3084\u3057\u307e\u3059\u3002\u540d\u7c3f\u306e\u7167\u5408\u3067\u62fe\u3048\u305f\u8a9e\u306e\u5272\u5408\u304c\u4f4e\u3044\u4e8b\u4ef6\u306f\u3001**\u53d7\u4efb\u306e\u3068\u304d\u306e\u540d\u7c3f\u306e\u767b\u9332\u304c\u8584\u3044\u4e8b\u4ef6**\u3067\u3059\u3002\n\n**2\u3064\u76ee\u306e\u5fdc\u7b54\u306e\u5168\u6587\u306f\u3001\u539f\u672c\u3068\u540c\u3058\u6271\u3044\u3067\u4fdd\u7ba1\u3057\u307e\u3059\u3002** \u691c\u51fa\u3055\u308c\u305f\u8a9e\u306e\u4e00\u89a7\u306f\u3001\u305d\u308c\u3060\u3051\u3067\u500b\u4eba\u60c5\u5831\u306e\u4e00\u89a7\u3067\u3059\u3002","minimal_setup":"1. \u904e\u53bb\u306b\u4f0f\u305b\u5b57\u3092\u3057\u3066\u5916\u3078\u51fa\u3057\u305f\u66f8\u9762\u304b\u308910\u4ef6\u3092\u9078\u3076\uff08**\u5224\u6c7a\u66f8\u3068\u6e96\u5099\u66f8\u9762\u3092\u6df7\u305c\u3001\u59d3\u3060\u3051\u3067\u7e70\u308a\u8fd4\u3057\u51fa\u3066\u304f\u308b\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. \u305d\u306e10\u4ef6\u306e\u3001\u5f53\u6642\u4f0f\u305b\u305f\u7b87\u6240\u306e\u4e00\u89a7\u3092\u66f8\u304d\u51fa\u3059\n3. Microsoft Foundry \u306e\u30dd\u30fc\u30bf\u30eb\u306e\u8a00\u8a9e\u306e\u8a66\u7528\u306e\u753b\u9762\u3067\u300110\u4ef6\u306e\u672c\u6587\u3092\u65e5\u672c\u8a9e\u3068\u3057\u3066 PII \u306e\u691c\u51fa\u306b\u304b\u3051\u308b\n4. \u62fe\u308f\u308c\u305f\u8a9e\u3068\u3001\u5f53\u6642\u4f0f\u305b\u305f\u7b87\u6240\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\n5. \u5f53\u6642\u4f0f\u305b\u305f\u306e\u306b\u62fe\u308f\u308c\u306a\u304b\u3063\u305f\u8a9e\u3092\u3001\u59d3\u3060\u3051\u30fb\u5730\u756a\u30fb\u4e8b\u4ef6\u756a\u53f7\u306a\u3069\u306e\u578b\u306b\u5206\u3051\u308b\n\n**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u3001\u540d\u7c3f\u306e\u7167\u5408\u3068\u898f\u5247\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002** \u78ba\u304b\u3081\u305f\u3044\u306e\u306f\u3001**PII \u306e\u691c\u51fa\u3060\u3051\u3067\u3069\u3053\u307e\u3067\u62fe\u3048\u3066\u3001\u3069\u306e\u578b\u304c\u6f0f\u308c\u308b\u304b**\u3067\u3059\u3002\u6f0f\u308c\u305f\u578b\u304c\u3001\u540d\u7c3f\u3068\u898f\u5247\u3067\u57cb\u3081\u308b\u3079\u304d\u7bc4\u56f2\u306b\u306a\u308a\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u4f0f\u305b\u305f\u4eba\u540d\u3068\u4f4f\u6240\u306e\u591a\u304f\u3092\u62fe\u3044\u3001\u6f0f\u308c\u306f\u59d3\u3060\u3051\u306e\u7e70\u308a\u8fd4\u3057\u306b\u96c6\u4e2d\u3057\u305f | **\u540d\u7c3f\u306e\u7167\u5408\u3092\u8db3\u305b\u3070\u57cb\u307e\u308b\u3002\u69cb\u6210\u306f\u6709\u52b9** |\n| \u5730\u756a\u3068\u4e8b\u4ef6\u756a\u53f7\u304c\u307b\u3068\u3093\u3069\u6f0f\u308c\u305f | \u60f3\u5b9a\u3069\u304a\u308a\u3002**\u898f\u5247\u3067\u62fe\u3046** |\n| \u30d5\u30eb\u30cd\u30fc\u30e0\u306e\u4eba\u540d\u3082\u307b\u3068\u3093\u3069\u62fe\u308f\u306a\u304b\u3063\u305f | \u8a00\u8a9e\u306e\u6307\u5b9a\u3092\u78ba\u304b\u3081\u308b\u3002**\u82f1\u8a9e\u3068\u3057\u3066\u9001\u3063\u3066\u3044\u306a\u3044\u304b** |","minimal_setup_short":"\u8a66\u7528\u306e\u753b\u9762\u306b\u672c\u6587\u3092\u8cbc\u308a\u3001PII \u306e\u691c\u51fa\u306e\u7d50\u679c\u3092\u5f53\u6642\u306e\u4f0f\u305b\u5b57\u3068\u7a81\u304d\u5408\u308f\u305b\u308b \uff0f \u62fe\u3048\u308b\u7bc4\u56f2\u306e\u78ba\u8a8d","semi_auto_setup":"\u4e0a\u8a18\uff0b\u30ec\u30a4\u30a2\u30a6\u30c8 \u30e2\u30c7\u30eb\u3067\u8aad\u307f\u3001PII \u306e\u691c\u51fa\u3068\u540d\u7c3f\u30fb\u898f\u5247\u306e\u7167\u5408\u3092\u91cd\u306d\u3066\u5019\u88dc\u306e\u4e00\u89a7\u3092\u51fa\u3059\u3002\u9ed2\u5857\u308a\u306f\u5f93\u6765\u306e\u7de8\u96c6\u30bd\u30d5\u30c8\u3067\u884c\u3046 \uff0f \u5019\u88dc\u306e\u6d17\u3044\u51fa\u3057","full_setup":"\u4e0a\u8a18\uff0b\u65b9\u91dd\u8868\u306e\u521d\u671f\u5024\u3001\u78ba\u8a8d\u306e\u753b\u9762\u3001\u6587\u5b57\u306e\u5c64\u3054\u3068\u6d88\u3059\u9069\u7528\u3001\u518d\u8aad\u307f\u53d6\u308a\u306e\u691c\u67fb \uff0f \u4f9d\u983c\u304b\u3089\u4f0f\u305b\u5b57\u6e08\u307f\u306e\u66f8\u9762\u307e\u3067","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef690\u5206\u304c65\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u66f8\u9762\u3092\u8aad\u3093\u3067\u5370\u3092\u4ed8\u3051\u308b45\u5206\u304c\u3001\u4e00\u89a7\u306e\u78ba\u304b\u3081\u306b\u5909\u308f\u308a\u307e\u3059\u3002**\u305f\u3060\u3057\u3001\u9ed2\u5857\u308a\u3092\u7de8\u96c6\u30bd\u30d5\u30c8\u3067\u884c\u304615\u5206\u3068\u3001\u5f01\u8b77\u58eb\u306e\u5168\u6587\u306e\u8aad\u307f\u76f4\u3057\u304c\u6b8b\u308a\u307e\u3059\u3002** \u672c\u683c\u69cb\u6210\u3067\u9069\u7528\u3068\u6b8b\u5b58\u306e\u691c\u67fb\u304c\u81ea\u52d5\u306b\u306a\u308a\u3001\u5f01\u8b77\u58eb\u306e\u78ba\u8a8d\u304c\u8981\u5224\u65ad\u306e\u5019\u88dc\u306b\u7d5e\u3089\u308c\u3066\u3001**45\u5206\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u4eba\u540d\u3092\u307b\u3068\u3093\u3069\u62fe\u308f\u306a\u3044 | **`language` \u3092 `ja` \u306b\u3057\u3066\u3044\u308b\u304b\u78ba\u304b\u3081\u308b\u3002** \u6307\u5b9a\u3057\u306a\u3044\u3068\u82f1\u8a9e\u3068\u3057\u3066\u6271\u308f\u308c\u308b |\n| \u59d3\u3060\u3051\u306e\u7e70\u308a\u8fd4\u3057\u304c\u6f0f\u308c\u308b | \u540d\u7c3f\u306b\u59d3\u3060\u3051\u30fb\u540d\u3060\u3051\u30fb\u901a\u79f0\u30fb\u65e7\u59d3\u3092\u6301\u305f\u305b\u3066\u7167\u5408\u3059\u308b |\n| \u5730\u756a\u30fb\u4e8b\u4ef6\u756a\u53f7\u30fb\u8eca\u4e21\u756a\u53f7\u304c\u6f0f\u308c\u308b | \u898f\u5247\u3067\u62fe\u3046\u3002PII \u306e\u691c\u51fa\u306b\u4efb\u305b\u306a\u3044 |\n| \u96a3\u306e\u8a9e\u3092\u6d88\u3057\u3066\u672c\u6765\u306e\u8a9e\u304c\u6b8b\u308b | `stringIndexType` \u3068\u3001\u30ec\u30a4\u30a2\u30a6\u30c8 \u30e2\u30c7\u30eb\u306e\u4f4d\u7f6e\u306e\u6570\u3048\u65b9\u3092\u305d\u308d\u3048\u308b |\n| \u691c\u51fa\u3057\u305f\u8a9e\u304c\u5168\u90e8\u4f0f\u305b\u3089\u308c\u308b | `redactedText` \u3092\u4f7f\u308f\u305a\u3001\u65b9\u91dd\u8868\u3068\u4eba\u306e\u78ba\u5b9a\u3067\u6c7a\u3081\u308b |\n| \u9ed2\u3044\u56db\u89d2\u3092\u91cd\u306d\u305f\u3060\u3051\u3067\u6587\u5b57\u304c\u6b8b\u308b | \u6587\u5b57\u306e\u5c64\u3054\u3068\u6d88\u3057\u3001\u51fa\u529b\u3092\u518d\u8aad\u307f\u53d6\u308a\u3057\u3066\u6b8b\u5b58\u3092\u691c\u67fb\u3059\u308b |\n| DOCX \u306e\u5909\u66f4\u5c65\u6b74\u3084\u30b3\u30e1\u30f3\u30c8\u306b\u540d\u524d\u304c\u6b8b\u308b | \u5909\u66f4\u5c65\u6b74\u30fb\u30b3\u30e1\u30f3\u30c8\u30fb\u6587\u66f8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u3092\u6d88\u3057\u3066\u304b\u3089\u51fa\u3059 |\n| \u79d8\u533f\u6c7a\u5b9a\u306e\u3042\u308b\u4e8b\u4ef6\u306e\u66f8\u9762\u304c\u5916\u3078\u51fa\u308b | \u4f9d\u983c\u306e\u76f4\u5f8c\u306b\u5370\u3092\u78ba\u304b\u3081\u3001\u8aad\u307f\u53d6\u308a\u306e\u524d\u306b\u6b62\u3081\u308b |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u62fe\u3044\u6f0f\u308c\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** 1\u884c\u76ee\u306f\u8a2d\u5b9a\u306e\u8aa4\u308a\u3067\u5168\u6ec5\u3057\u30012\u884c\u76ee\u30683\u884c\u76ee\u306f\u65e5\u672c\u306e\u5224\u6c7a\u66f8\u306e\u66f8\u304d\u65b9\u306e\u7656\u3067\u3059\u3002**PII \u306e\u691c\u51fa\u3060\u3051\u3067\u8db3\u308a\u308b\u3068\u8003\u3048\u306a\u3044\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u524d\u63d0\u3067\u3059\u3002**\n\n**6\u884c\u76ee\u306f\u3001AI \u3068\u306f\u95a2\u4fc2\u306e\u306a\u3044\u5931\u6557\u3067\u3059\u304c\u3001\u6700\u3082\u91cd\u3044\u5931\u6557\u3067\u3059\u3002** \u5019\u88dc\u306e\u7cbe\u5ea6\u3092\u3069\u308c\u3060\u3051\u4e0a\u3052\u3066\u3082\u3001\u4f0f\u305b\u5b57\u306e\u9069\u7528\u304c\u898b\u305f\u76ee\u3060\u3051\u306a\u3089\u610f\u5473\u304c\u3042\u308a\u307e\u305b\u3093\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5224\u6c7a\u66f8\u3068\u66f8\u9762\u306e\u5168\u6587\uff08**\u5f53\u4e8b\u8005\u30fb\u8a3c\u4eba\u306e\u6c0f\u540d\u3001\u4f4f\u6240\u3001\u75c5\u6b74\u3001\u4e8b\u6545\u306e\u72b6\u6cc1\u3001\u53d6\u5f15\u306e\u5185\u5bb9**\uff09\u3001\u4e8b\u4ef6\u306e\u5f53\u4e8b\u8005\u30fb\u95a2\u4fc2\u8005\u306e\u540d\u7c3f\u3001\u79d8\u533f\u6c7a\u5b9a\u30fb\u95b2\u89a7\u5236\u9650\u306e\u60c5\u5831\u3067\u3059\u3002\n\n1. **\u5b88\u79d8\u7fa9\u52d9\u306e\u7bc4\u56f2\u3067\u4f7f\u3046** \u2026 \u5f01\u8b77\u58eb\u6cd5\u7b2c23\u6761\u3067\u306f\u3001\u5f01\u8b77\u58eb\u306f\u8077\u52d9\u4e0a\u77e5\u308a\u5f97\u305f\u79d8\u5bc6\u3092\u4fdd\u6301\u3059\u308b\u6a29\u5229\u3092\u6709\u3057\u3001\u7fa9\u52d9\u3092\u8ca0\u3046\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u66f8\u9762\u3092\u5916\u90e8\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u51e6\u7406\u3059\u308b\u3053\u3068\u81ea\u4f53\u304c\u3001\u4e8b\u52d9\u6240\u306e\u60c5\u5831\u306e\u53d6\u6271\u3044\u306e\u6c7a\u307e\u308a\u306b\u6cbf\u3063\u3066\u3044\u308b\u304b\u3092\u5148\u306b\u78ba\u304b\u3081\u307e\u3059**\n2. **\u540c\u671f\u306e\u547c\u3073\u51fa\u3057\u3092\u4f7f\u3046** \u2026 \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001PII \u306e\u691c\u51fa\u306e\u540c\u671f\u306e\u5229\u7528\u306f\u30b9\u30c6\u30fc\u30c8\u30ec\u30b9\u3067\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u30c7\u30fc\u30bf\u304c\u4fdd\u5b58\u3055\u308c\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u975e\u540c\u671f\u306e\u5229\u7528\u3067\u306f\u7d50\u679c\u304c24\u6642\u9593\u53d6\u5f97\u3067\u304d\u3001\u305d\u306e\u5f8c\u306f\u6d88\u53bb\u3055\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u66f8\u9762\u306e\u5168\u6587\u3092\u6271\u3046\u306e\u3067\u3001\u540c\u671f\u3067\u547c\u3073\u3001\u7d50\u679c\u306f\u81ea\u6240\u306e\u4fdd\u7ba1\u5eab\u306b\u3060\u3051\u6b8b\u3057\u307e\u3059**\n3. **\u30d7\u30ec\u30d3\u30e5\u30fc\u306e\u6a5f\u80fd\u3092\u4f7f\u308f\u306a\u3044** \u2026 \u533a\u5206\u540d\u3067\u306e\u7f6e\u304d\u63db\u3048\u3084\u4fe1\u983c\u5ea6\u306e\u3057\u304d\u3044\u5024\u306f\u3001\u30d7\u30ec\u30d3\u30e5\u30fc\u306e API \u306e\u6a5f\u80fd\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30d7\u30ec\u30d3\u30e5\u30fc\u306b\u306f\u5225\u306e\u5229\u7528\u6761\u4ef6\u304c\u4ed8\u304f\u306e\u3067\u3001\u4e8b\u52d9\u6240\u306e\u66f8\u9762\u306b\u306f\u4e00\u822c\u63d0\u4f9b\u306e\u6a5f\u80fd\u3060\u3051\u3092\u4f7f\u3044\u307e\u3059**\n4. **\u79d8\u533f\u6c7a\u5b9a\u3068\u95b2\u89a7\u5236\u9650\u3092\u5de5\u7a0b\u306e\u5165\u53e3\u3067\u898b\u308b** \u2026 \u6c11\u4e8b\u8a34\u8a1f\u6cd5\u7b2c133\u6761\u306e\u79d8\u533f\u6c7a\u5b9a\u3067\u306f\u6c0f\u540d\u3084\u4f4f\u6240\u306b\u4ee3\u308f\u308b\u4e8b\u9805\u304c\u5b9a\u3081\u3089\u308c\u3001\u7b2c92\u6761\u3067\u306f\u79d8\u5bc6\u306e\u8a18\u8f09\u90e8\u5206\u306e\u95b2\u89a7\u7b49\u3092\u5f53\u4e8b\u8005\u306b\u9650\u308b\u6c7a\u5b9a\u304c\u3067\u304d\u307e\u3059\u3002**\u3053\u3046\u3057\u305f\u4e8b\u4ef6\u306e\u66f8\u9762\u306f\u3001\u4f0f\u305b\u5b57\u306e\u5019\u88dc\u3092\u4f5c\u308b\u524d\u306b\u5f01\u8b77\u58eb\u3078\u623b\u3057\u307e\u3059**\n5. **\u539f\u672c\u3092\u4e0a\u66f8\u304d\u3057\u306a\u3044** \u2026 \u4f0f\u305b\u5b57\u6e08\u307f\u306e\u66f8\u9762\u306f\u5225\u306b\u4fdd\u5b58\u3057\u3001**\u3069\u306e\u65b9\u91dd\u8868\u306e\u3069\u306e\u7248\u3067\u4f0f\u305b\u305f\u304b**\u3092\u6b8b\u3057\u307e\u3059\n6. **\u691c\u51fa\u306e\u7d50\u679c\u3092\u500b\u4eba\u60c5\u5831\u3068\u3057\u3066\u6271\u3046** \u2026 \u5019\u88dc\u306e\u4e00\u89a7\u306f\u3001\u66f8\u9762\u306b\u51fa\u3066\u304f\u308b\u500b\u4eba\u306e\u4e00\u89a7\u305d\u306e\u3082\u306e\u3067\u3059\u3002**\u539f\u672c\u3068\u540c\u3058\u6a29\u9650\u3067\u7ba1\u7406\u3057\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u4f0f\u305b\u308b\u3079\u304d\u8a18\u8f09\u304c\u6b8b\u3063\u305f\u307e\u307e\u5916\u3078\u51fa\u308b\u3053\u3068\u3068\u3001\u4f0f\u305b\u904e\u304e\u3066\u66f8\u9762\u304c\u76ee\u7684\u306b\u4f7f\u3048\u306a\u304f\u306a\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** 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\u3053\u3053\u304c\u6c7a\u307e\u3089\u306a\u3044\u3046\u3061\u306b\u4ed5\u7d44\u307f\u3092\u4f5c\u308b\u3068\u3001\u521d\u671f\u5024\u306e\u4ed8\u304b\u306a\u3044\u5019\u88dc\u306e\u4e00\u89a7\u306b\u306a\u308a\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a10\u4ef6\u3067\u8a66\u3059**\n\n\u904e\u53bb\u306b\u4f0f\u305b\u5b57\u3092\u3057\u305f\u66f8\u976210\u4ef6\u3092\u3001\u8a66\u7528\u306e\u753b\u9762\u3067\u65e5\u672c\u8a9e\u3068\u3057\u3066 PII \u306e\u691c\u51fa\u306b\u304b\u3051\u3001\u5f53\u6642\u306e\u4f0f\u305b\u5b57\u3068\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002**\u6f0f\u308c\u305f\u8a9e\u3092\u578b\u306b\u5206\u3051\u3001\u540d\u7c3f\u3068\u898f\u5247\u3067\u57cb\u3081\u308b\u7bc4\u56f2\u3092\u6c7a\u3081\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u540d\u7c3f\u306e\u9805\u76ee\u3092\u5897\u3084\u3059**\n\n\u4e8b\u4ef6\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u5f53\u4e8b\u8005\u30fb\u95a2\u4fc2\u8005\u306e\u540d\u7c3f\u306b\u3001**\u59d3\u3060\u3051\u30fb\u540d\u3060\u3051\u30fb\u901a\u79f0\u30fb\u65e7\u59d3\u30fb\u8aad\u307f**\u306e\u6b04\u3092\u8db3\u3057\u3001\u9032\u884c\u4e2d\u306e\u4e8b\u4ef6\u304b\u3089\u767b\u9332\u3092\u59cb\u3081\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u4e8b\u4ef6\u756a\u53f7\u30fb\u5730\u756a\u30fb\u8eca\u4e21\u756a\u53f7\u306e\u898f\u5247\u3092\u4f5c\u308a\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u5019\u88dc\u306e\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\n\u30ec\u30a4\u30a2\u30a6\u30c8 \u30e2\u30c7\u30eb\u306e\u8aad\u307f\u53d6\u308a\u3001PII \u306e\u691c\u51fa\u3001\u540d\u7c3f\u3068\u898f\u5247\u306e\u7167\u5408\u3092\u91cd\u306d\u3001\u5019\u88dc\u306e\u4e00\u89a7\u3092\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u9ed2\u5857\u308a\u306f\u5f93\u6765\u306e\u7de8\u96c6\u30bd\u30d5\u30c8\u3067\u884c\u3044\u3001\u4e00\u89a7\u306e\u6f0f\u308c\u3068\u4f4d\u7f6e\u306e\u305a\u308c\u3092\u6570\u3048\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u65b9\u91dd\u8868\u306e\u521d\u671f\u5024\u3001\u78ba\u8a8d\u306e\u753b\u9762\u3001\u6587\u5b57\u306e\u5c64\u3054\u3068\u6d88\u3059\u9069\u7528\u3092\u3064\u306a\u304e\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u518d\u8aad\u307f\u53d6\u308a\u306e\u691c\u67fb\u3092\u5165\u308c\u3001\u4eba\u304c\u8db3\u3057\u305f\u5019\u88dc\u306e\u578b\u3092\u898b\u3066\u898f\u5247\u3068\u540d\u7c3f\u3092\u76f4\u3057\u30011\u4ef690\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u518d\u8aad\u307f\u53d6\u308a\u306e\u691c\u67fb\u3067\u6b8b\u5b58\u304c\u30bc\u30ed\u306e\u72b6\u614b\u304c\u7d9a\u3044\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0865","UC-1414","UC-0407","UC-0445"],"related_articles":[{"id":7916,"slug":"gyoshu-bunrui-list-ai","title":"\u696d\u7a2e\u5206\u985e\u3067\u30ea\u30b9\u30c8\u3092\u5207\u308b\u65b9\u6cd5\uff5c\u8868\u8a18\u3086\u308c\u3092AI\u3067\u5bc4\u305b\u308b"},{"id":5211,"slug":"marketing-homu-check","title":"\u516c\u958b\u524d\u306e\u6cd5\u52d9\u78ba\u8a8d\u3067\u898b\u308b\u9805\u76ee\u4e00\u89a7\uff5c\u51fa\u3057\u3066\u304b\u3089\u6b62\u3081\u306a\u3044"},{"id":4562,"slug":"mail-promotion-tab","title":"\u30e1\u30fc\u30eb\u304c\u53d7\u4fe1\u7bb1\u3067\u57cb\u3082\u308c\u308b\u539f\u56e0\uff5c\u30bf\u30d6\u5206\u985e\u3092\u524d\u63d0\u306b\u8a2d\u8a08"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| `piiCategories` \u3067\u8fd4\u3059\u533a\u5206\u3092\u6307\u5b9a\u3067\u304d\u3001\u65e2\u5b9a\u3067\u7121\u52b9\u306a\u533a\u5206\u3082\u62fe\u3048\u308b\u3053\u3068\u3002\u8a00\u8a9e\u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u82f1\u8a9e\u3068\u3057\u3066\u6271\u308f\u308c\u308b\u3053\u3068\u3002\u5fdc\u7b54\u306e `redactedText`\u30fb`offset`\u30fb`length`\u30fb`confidenceScore`\u3002\u540c\u671f\u306e\u5229\u7528\u306f\u30c7\u30fc\u30bf\u304c\u4fdd\u5b58\u3055\u308c\u305a\u3001\u975e\u540c\u671f\u306e\u7d50\u679c\u306f24\u6642\u9593\u3067\u6d88\u53bb\u3055\u308c\u308b\u3053\u3068\u3002\u533a\u5206\u540d\u3067\u306e\u7f6e\u304d\u63db\u3048\u30fb\u3057\u304d\u3044\u5024\u306f\u30d7\u30ec\u30d3\u30e5\u30fc\u306e\u6a5f\u80fd\u3067\u3001GA \u306f 2026-05-01 \u3067\u3042\u308b\u3053\u3068 | [Microsoft Learn: Identify and extract PII from text](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/language-service\/personally-identifiable-information\/how-to\/redact-text-pii) | 2026-10-15 |\n| \u30c6\u30ad\u30b9\u30c8\u306e PII \u3068\u6587\u66f8\u306e PII \u304c\u65e5\u672c\u8a9e\uff08`ja`\uff09\u306b\u5bfe\u5fdc\u3057\u3001\u4f1a\u8a71\u306e PII \u306f\u82f1\u30fb\u4ecf\u30fb\u72ec\u30fb\u897f\u306e\u307f\u3067\u3042\u308b\u3053\u3068 | [Microsoft Learn: PII detection language support](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/language-service\/personally-identifiable-information\/language-support) | 2026-10-15 |\n| Person\u30fbAddress\u30fbPhoneNumber\u30fbOrganization\u30fbDate \u3068\u3001JP \u3067\u59cb\u307e\u308b\u65e5\u672c\u306e\u756a\u53f7\u985e\u306e\u533a\u5206\u304c\u3042\u308b\u3053\u3068 | [Microsoft Learn: PII entity categories](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/language-service\/personally-identifiable-information\/concepts\/entity-categories) | 2026-10-15 |\n| \u540c\u671f\u306e1\u6587\u66f8\u304c5,120\u5b57\u3001PII \u306e\u691c\u51fa\u306e1\u8981\u6c42\u304c5\u6587\u66f8\u30fb1MB \u307e\u3067\u30021,000\u5b57\u30921\u30c6\u30ad\u30b9\u30c8 \u30ec\u30b3\u30fc\u30c9\u3068\u3057\u3066\u6570\u3048\u308b\u3053\u3068 | [Microsoft Learn: Data limits for Language service features](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/language-service\/concepts\/data-limits) | 2026-10-15 |\n| \u4f4d\u7f6e\u306e\u65e2\u5b9a\u304c\u66f8\u8a18\u7d20\u306e\u5358\u4f4d\u3067\u3001`stringIndexType` \u3067 `unicodeCodePoint` \u306a\u3069\u306b\u5909\u3048\u3089\u308c\u308b\u3053\u3068 | [Microsoft Learn: Multilingual and emoji support](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/language-service\/concepts\/multilingual-emoji-support) | 2026-10-15 |\n| \u6587\u66f8\u306e PII \u691c\u51fa\u304c PDF\u30fbDOCX\u30fbTXT \u3092\u53d7\u3051\u3066\u4f0f\u305b\u5b57\u6e08\u307f\u306e\u6587\u66f8\u3068 JSON \u3092\u8fd4\u3057\u30012026-05-01 \u306b GA \u306b\u306a\u3063\u305f\u3053\u3068\u3002\u9ed2\u3044\u56db\u89d2\u30fb\u533a\u5206\u540d\u3067\u306e\u7f6e\u304d\u63db\u3048\u30fb\u3057\u304d\u3044\u5024\u30fb\u9664\u5916\u3059\u308b\u8a9e\u304c\u30d7\u30ec\u30d3\u30e5\u30fc\u306e\u6a5f\u80fd\u3067\u3042\u308b\u3053\u3068 | [Microsoft Learn: Document-based PII overview](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/language-service\/personally-identifiable-information\/document-based-pii-overview) | 2026-10-15 |\n| `words` \u304c\u8a9e\u3054\u3068\u306e `polygon` \u3068\u4fe1\u983c\u5ea6\u3092\u6301\u3061\u3001`spans` \u304c\u5168\u6587\u306e\u4e2d\u306e\u4f4d\u7f6e\u3092\u6307\u3059\u3053\u3068\u3002\u6bb5\u843d\u306e\u5f79\u5272\uff08`pageHeader` \u306a\u3069\uff09\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306e PDF \u306f\u30ed\u30c3\u30af\u306e\u89e3\u9664\u304c\u8981\u308b\u3053\u3068 | [Microsoft Learn: Document layout analysis](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/document-intelligence\/prebuilt\/layout?view=doc-intel-4.0.0) | 2026-10-15 |\n| Read\u30fbLayout \u306e\u5370\u5b57\u306e\u6587\u5b57\u3068\u624b\u66f8\u304d\u306e\u6587\u5b57\u306e\u5bfe\u5fdc\u8a00\u8a9e\u306b\u65e5\u672c\u8a9e\uff08`ja`\uff09\u304c\u542b\u307e\u308c\u308b\u3053\u3068 | [Microsoft Learn: Language support for Read and Layout](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/document-intelligence\/language-support\/ocr?view=doc-intel-4.0.0) | 2026-10-15 |\n| \u5f01\u8b77\u58eb\u53c8\u306f\u5f01\u8b77\u58eb\u3067\u3042\u3063\u305f\u8005\u304c\u3001\u8077\u52d9\u4e0a\u77e5\u308a\u5f97\u305f\u79d8\u5bc6\u3092\u4fdd\u6301\u3059\u308b\u6a29\u5229\u3092\u6709\u3057\u3001\u7fa9\u52d9\u3092\u8ca0\u3046\u3053\u3068\uff08\u7b2c23\u6761\uff09 | [e-Gov \u6cd5\u4ee4API: \u5f01\u8b77\u58eb\u6cd5](https:\/\/laws.e-gov.go.jp\/api\/2\/law_data\/324AC1000000205) | 2026-10-15 |\n| 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