{"id":10301,"date":"2026-09-11T13:08:48","date_gmt":"2026-09-11T04:08:48","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/lab-record-ocr-ledger\/"},"modified":"2026-09-11T13:08:48","modified_gmt":"2026-09-11T04:08:48","slug":"lab-record-ocr-ledger","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/lab-record-ocr-ledger\/","title":{"rendered":"\u624b\u66f8\u304d\u306e\u5b9f\u9a13\u30fb\u8a66\u4f5c\u8a18\u9332\u3092\u8aad\u307f\u53d6\u3063\u3066\u6761\u4ef6\u3068\u7d50\u679c\u306e\u53f0\u5e33\u306b\u3059\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u624b\u66f8\u304d\u306e\u5b9f\u9a13\u8a18\u9332\u7528\u7d19\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u753b\u50cf\u3092\u5165\u529b\u306b\u3001\u5b9f\u9a13\u756a\u53f7\u3001\u65e5\u4ed8\u3001\u62c5\u5f53\u8005\u3001\u539f\u6599\u3068\u914d\u5408\u3001\u6e29\u5ea6\u30fb\u6642\u9593\u30fb\u5727\u529b\u306a\u3069\u306e\u6761\u4ef6\u3001\u6e2c\u5b9a\u5024\u3001\u5224\u5b9a\u3092\u8aad\u307f\u53d6\u308a\u3001\u53f0\u5e33\u306e\u5217\u306b\u5272\u308a\u5f53\u3066\u305f1\u884c\u306e\u30c7\u30fc\u30bf\u3068\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002\u6e2c\u5b9a\u6a5f\u304b\u3089\u51fa\u3066\u304f\u308bCSV\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u5b9f\u9a13\u756a\u53f7\u3067\u7a81\u304d\u5408\u308f\u305b\u3066\u540c\u3058\u884c\u306b\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0034","platform_main":"Python","publish_date":"","last_updated":"2026-09-11","tech_verified_date":"2026-09-11","trigger":"**\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u8a18\u9332\u7528\u7d19\u304c\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068**\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002\u8907\u5408\u6a5f\u306e\u30b9\u30ad\u30e3\u30f3\u5148\u3092\u5c02\u7528\u30d5\u30a9\u30eb\u30c0\u306b\u8a2d\u5b9a\u3057\u3001\u305d\u3053\u3092\u76e3\u8996\u3057\u307e\u3059\u3002\n\n1\u65e51\u56de\u306e\u307e\u3068\u3081\u51e6\u7406\u3067\u3082\u6210\u7acb\u3057\u307e\u3059\u304c\u3001**\u5b9f\u9a13\u306e\u5f53\u65e5\u306b\u51e6\u7406\u304c\u8d70\u308b\u5f62\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u7814\u7a76\u54e1\u306e\u8a18\u61b6\u304c\u6b8b\u3063\u3066\u3044\u308b\u3046\u3061\u306b\u78ba\u8a8d\u753b\u9762\u3092\u51fa\u305b\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u78ba\u8a8d\u306e\u901f\u3055\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u7fcc\u9031\u306b\u307e\u3068\u3081\u306620\u4ef6\u51fa\u3055\u308c\u308b\u3068\u3001\u7d50\u5c40\u306f\u601d\u3044\u51fa\u3057\u306a\u304c\u3089\u306e\u4f5c\u696d\u306b\u623b\u308a\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5b9f\u9a13\u8a18\u9332\u7528\u7d19\u306e\u30b9\u30ad\u30e3\u30f3 | \u6761\u4ef6\u6b04\u30fb\u6e2c\u5b9a\u6b04\u30fb\u6240\u898b\u6b04\u306e\u624b\u66f8\u304d | \u8907\u5408\u6a5f\u2192\u5171\u6709\u30d5\u30a9\u30eb\u30c0 |\n| \u8a18\u9332\u7528\u7d19\u306e\u69d8\u5f0f\u5b9a\u7fa9 | \u3069\u306e\u6b04\u306b\u4f55\u3092\u66f8\u304f\u304b\u3001\u5358\u4f4d\u3001\u53d6\u308a\u3046\u308b\u7bc4\u56f2 | \u69d8\u5f0f\u7ba1\u7406\u306e\u53f0\u5e33 |\n| \u6e2c\u5b9a\u6a5f\u306e\u51fa\u529bCSV | \u5f15\u5f35\u5f37\u5ea6\u3001\u7c98\u5ea6\u3001\u878d\u70b9\u306a\u3069\u306e\u6e2c\u5b9a\u5024 | \u6e2c\u5b9a\u6a5f\u306e\u4fdd\u5b58\u5148 |\n| \u539f\u6599\u30de\u30b9\u30bf | \u539f\u6599\u30b3\u30fc\u30c9\u3001\u6b63\u5f0f\u540d\u79f0\u3001\u793e\u5185\u7565\u53f7 | \u958b\u767a\u90e8\u306e\u7ba1\u7406\u8868 |\n| \u904e\u53bb\u306e\u53f0\u5e33 | \u65e2\u5b58\u306e\u5b9f\u9a13\u884c\uff08\u91cd\u8907\u3068\u9023\u756a\u306e\u78ba\u8a8d\u7528\uff09 | \u53f0\u5e33\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 |","data_source":"**OCR\uff1a** Azure AI Document Intelligence \u306e prebuilt-read \u30e2\u30c7\u30eb\u306b\u30b9\u30ad\u30e3\u30f3PDF\u3092\u6e21\u3057\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u6d3b\u5b57\u3068\u624b\u66f8\u304d\u306e\u4e21\u65b9\u3092\u3001PDF\u3068\u30b9\u30ad\u30e3\u30f3\u753b\u50cf\u304b\u3089\u62bd\u51fa\u3057\u307e\u3059\u3002\u5358\u8a9e\u3054\u3068\u306b `confidence` \u304c\u8fd4\u308a\u3001`styles` \u306b\u306f\u884c\u3054\u3068\u306b\u624b\u66f8\u304d\u304b\u3069\u3046\u304b\u3092\u793a\u3059 `isHandwritten` \u3068\u4fe1\u983c\u5ea6\u304c\u5165\u308a\u307e\u3059\u3002**\u624b\u66f8\u304d\u90e8\u5206\u3060\u3051\u3092\u629c\u304d\u51fa\u3057\u3066\u91cd\u70b9\u78ba\u8a8d\u3059\u308b\u8a2d\u8a08\u304c\u3001\u3053\u306e\u60c5\u5831\u3067\u7d44\u3081\u307e\u3059\u3002**\n\n\u624b\u66f8\u304d\u6587\u5b57\u306e\u62bd\u51fa\u306b\u5bfe\u5fdc\u3059\u308b\u8a00\u8a9e\u306f\u9650\u3089\u308c\u3066\u304a\u308a\u3001v4.0\u3067\u306f\u82f1\u8a9e\u3001\u65e5\u672c\u8a9e\u3001\u7c21\u4f53\u5b57\u4e2d\u56fd\u8a9e\u3001\u97d3\u56fd\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3001\u30ed\u30b7\u30a2\u8a9e\u3001\u30bf\u30a4\u8a9e\u3001\u30a2\u30e9\u30d3\u30a2\u8a9e\u304c\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002**\u65e5\u672c\u8a9e\u306e\u624b\u66f8\u304d\u306f\u5bfe\u8c61\u306b\u542b\u307e\u308c\u307e\u3059\u3002**\n\nPDF\u3068TIFF\u306f2,000\u30da\u30fc\u30b8\u307e\u3067\u51e6\u7406\u3067\u304d\u3001\u30d5\u30a1\u30a4\u30eb\u30b5\u30a4\u30ba\u306f\u6709\u6599\uff08S0\uff09\u3067500MB\u307e\u3067\u3067\u3059\u3002\u8a18\u9332\u7528\u7d191\u679a\u30921\u30d5\u30a1\u30a4\u30eb\u3068\u3059\u308b\u9650\u308a\u3001\u4e0a\u9650\u306b\u5f53\u305f\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\u6e2c\u5b9a\u6a5f\u306eCSV\uff1a** \u30d5\u30a1\u30a4\u30eb\u540d\u307e\u305f\u306f1\u884c\u76ee\u306e\u30d8\u30c3\u30c0\u306b\u5b9f\u9a13\u756a\u53f7\u304c\u5165\u3063\u3066\u3044\u308b\u524d\u63d0\u306b\u3057\u307e\u3059\u3002\u5165\u3063\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001**\u6e2c\u5b9a\u6a5f\u306e\u8a2d\u5b9a\u3067\u5b9f\u9a13\u756a\u53f7\u3092\u8a18\u9332\u9805\u76ee\u306b\u52a0\u3048\u308b\u306e\u304c\u5148\u3067\u3059\u3002** \u4fdd\u5b58\u6642\u523b\u3067\u306e\u63a8\u5b9a\u306f\u3001\u540c\u3058\u65e5\u306b\u8907\u6570\u306e\u5b9f\u9a13\u3092\u56de\u3057\u305f\u6642\u70b9\u3067\u5d29\u308c\u307e\u3059\u3002\n\n**\u69d8\u5f0f\u5b9a\u7fa9\uff1a** \u8a18\u9332\u7528\u7d19\u306e\u3069\u306e\u6b04\u306b\u4f55\u3092\u66f8\u304f\u304b\u3092\u3001\u5217\u540d\u30fb\u5358\u4f4d\u30fb\u53d6\u308a\u3046\u308b\u7bc4\u56f2\u306e\u8868\u3068\u3057\u3066\u6301\u3061\u307e\u3059\u3002\u300c\u786c\u5316\u6e29\u5ea6\uff1a\u5358\u4f4d\u2103\u3001\u7bc4\u56f240\u301c200\u300d\u306e\u3088\u3046\u306b\u66f8\u3044\u3066\u304a\u304f\u3068\u3001\u5f8c\u6bb5\u306e\u7bc4\u56f2\u5916\u691c\u51fa\u306b\u4f7f\u3048\u307e\u3059\u3002","preprocessing":"1. **\u5411\u304d\u3068\u3086\u304c\u307f\u306e\u88dc\u6b63** \u2026 \u7528\u7d19\u3092\u30b9\u30ad\u30e3\u30f3\u3059\u308b\u3068\u4e0a\u4e0b\u9006\u3084\u659c\u3081\u306b\u306a\u308a\u307e\u3059\u3002OCR\u30b5\u30fc\u30d3\u30b9\u5074\u3067\u88dc\u6b63\u3055\u308c\u308b\u304b\u3092\u78ba\u304b\u3081\u3001\u3055\u308c\u306a\u3044\u7bc4\u56f2\u306f\u524d\u6bb5\u3067\u56de\u8ee2\u3055\u305b\u307e\u3059\n2. **\u8907\u6570\u679a\u306e\u5206\u5272** \u2026 1\u56de\u306e\u5b9f\u9a13\u3067\u7528\u7d19\u304c2\u679a\u4ee5\u4e0a\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u7528\u7d19\u306e\u5b9f\u9a13\u756a\u53f7\u6b04\u3067\u540c\u4e00\u5b9f\u9a13\u306e\u30da\u30fc\u30b8\u3092\u307e\u3068\u3081\u307e\u3059\n3. **\u30c1\u30a7\u30c3\u30af\u6b04\u3068\u8a18\u5165\u6b04\u306e\u533a\u5225** \u2026 \u69d8\u5f0f\u306b\u5370\u5237\u3055\u308c\u305f\u9805\u76ee\u540d\uff08\u6d3b\u5b57\uff09\u3068\u3001\u7814\u7a76\u54e1\u304c\u66f8\u3044\u305f\u5024\uff08\u624b\u66f8\u304d\uff09\u3092\u5206\u3051\u307e\u3059\u3002`isHandwritten` \u304c\u3053\u306e\u533a\u5225\u306b\u4f7f\u3048\u307e\u3059\n4. **\u91cd\u8907\u30b9\u30ad\u30e3\u30f3\u306e\u691c\u51fa** \u2026 \u540c\u3058\u7528\u7d19\u3092\u4e8c\u5ea6\u30b9\u30ad\u30e3\u30f3\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5b9f\u9a13\u756a\u53f7\u3068\u65e5\u4ed8\u3067\u65e2\u5b58\u306e\u53f0\u5e33\u884c\u3092\u7167\u5408\u3057\u3001\u91cd\u8907\u306a\u3089\u51e6\u7406\u3092\u6b62\u3081\u307e\u3059\n5. **\u8a18\u9332\u7528\u7d19\u4ee5\u5916\u306e\u9664\u5916** \u2026 \u6e2c\u5b9a\u6a5f\u306e\u5370\u5b57\u7d19\u3001\u30e1\u30e2\u66f8\u304d\u3001\u4ed6\u90e8\u7f72\u306e\u66f8\u985e\u304c\u6df7\u3056\u308a\u307e\u3059\u3002\u69d8\u5f0f\u306e\u898b\u51fa\u3057\u6587\u5b57\u5217\u3067\u5224\u5b9a\u3057\u3066\u632f\u308a\u5206\u3051\u307e\u3059","ai_processing":"OCR\u3068\u751f\u6210AI\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**OCR\uff08Document Intelligence\uff09\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u6587\u5b57\u3068\u6570\u5b57\u306e\u8aad\u307f\u53d6\u308a\u3001\u4f4d\u7f6e\u5ea7\u6a19\u3001\u624b\u66f8\u304d\u304b\u3069\u3046\u304b\u306e\u5224\u5b9a\u3001\u5358\u8a9e\u3054\u3068\u306e\u4fe1\u983c\u5ea6\u3002**\u3053\u3053\u306f\u751f\u6210AI\u306b\u3055\u305b\u307e\u305b\u3093\u3002** \u624b\u66f8\u304d\u306e\u6570\u5b57\u3092\u753b\u50cf\u304b\u3089\u76f4\u63a5\u8aad\u307e\u305b\u308b\u3068\u3001\u8aad\u3081\u306a\u304b\u3063\u305f\u7b87\u6240\u304c\u300c\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u6570\u5b57\u300d\u3067\u57cb\u307e\u308b\u5371\u967a\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u751f\u6210AI\uff08Claude API\uff09\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u5217\u3078\u306e\u5272\u308a\u5f53\u3066 | \u8aad\u307f\u53d6\u3089\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u7247\u3092\u3001\u69d8\u5f0f\u5b9a\u7fa9\u306e\u3069\u306e\u5217\u306e\u5024\u304b\u306b\u5bfe\u5fdc\u3065\u3051\u308b |\n| \u5358\u4f4d\u306e\u7d71\u4e00 | \u300c80\u2103\u300d\u300c80\u5ea6\u300d\u3092\u540c\u3058\u5217\u306e\u540c\u3058\u8868\u73fe\u306b\u305d\u308d\u3048\u308b\u3002\u6442\u6c0f\u3068\u7d76\u5bfe\u6e29\u5ea6\u306e\u63db\u7b97\u306f\u884c\u3046 |\n| \u539f\u6599\u540d\u306e\u540d\u5bc4\u305b | \u793e\u5185\u7565\u53f7\u3001\u65e7\u54c1\u540d\u3001\u6b63\u5f0f\u540d\u79f0\u3092\u539f\u6599\u30de\u30b9\u30bf\u306e1\u4ef6\u306b\u5bfe\u5fdc\u3065\u3051\u308b |\n| \u6240\u898b\u6b04\u306e\u6574\u7406 | \u81ea\u7531\u8a18\u8ff0\u306e\u6240\u898b\u304b\u3089\u3001\u5224\u5b9a\uff08\u5408\u683c\u30fb\u4e0d\u5408\u683c\u30fb\u4fdd\u7559\uff09\u3068\u7406\u7531\u3092\u5207\u308a\u51fa\u3059 |\n| \u7bc4\u56f2\u5916\u306e\u6307\u6458 | \u69d8\u5f0f\u5b9a\u7fa9\u306e\u53d6\u308a\u3046\u308b\u7bc4\u56f2\u304b\u3089\u5916\u308c\u305f\u5024\u3092\u6307\u6458\u3059\u308b |\n\n**\u3055\u305b\u306a\u3044\u3053\u3068\uff1a** \u8aad\u3081\u306a\u304b\u3063\u305f\u6570\u5b57\u306e\u88dc\u5b8c\u3001\u6e2c\u5b9a\u5024\u306e\u4e38\u3081\u3001\u5b9f\u9a13\u306e\u6210\u5426\u306e\u89e3\u91c8\u3001\u6b21\u306e\u6761\u4ef6\u306e\u63d0\u6848\u3002**\u7279\u306b\u6570\u5024\u306e\u4e38\u3081\u306f\u7981\u6b62\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u6709\u52b9\u6570\u5b57\u306f\u5b9f\u9a13\u306e\u60c5\u5831\u305d\u306e\u3082\u306e\u3067\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u7814\u7a76\u958b\u767a\u90e8\u306e\u5b9f\u9a13\u8a18\u9332\u3092\u6574\u7406\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\nOCR\u3067\u8aad\u307f\u53d6\u3089\u308c\u305f\u5b9f\u9a13\u8a18\u9332\u7528\u7d19\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u3001\u53f0\u5e33\u306e\u5217\u3078\u5272\u308a\u5f53\u3066\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6570\u5024\u3092\u66f8\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002OCR\u304c\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u3092\n  \u305d\u306e\u307e\u307e\u5f15\u304d\u7d99\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6841\u3092\u4e38\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u672b\u5c3e\u306e\u30bc\u30ed\u3082\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\uff0812.40 \u3092 12.4 \u306b\u3057\u306a\u3044\uff09\u3002\n- \u8aad\u307f\u53d6\u308c\u306a\u304b\u3063\u305f\u7b87\u6240\u3001\u5224\u8aad\u3067\u304d\u306a\u3044\u7b87\u6240\u306f value \u3092 null \u306b\u3057\u3001\n  needs_review \u306b\u5217\u540d\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u5024\u3092\u5165\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5358\u4f4d\u306f\u69d8\u5f0f\u5b9a\u7fa9\u306e\u5358\u4f4d\u306b\u305d\u308d\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n  \u63db\u7b97\u3057\u305f\u5834\u5408\u306f converted_from \u306b\u5143\u306e\u8868\u8a18\u3092\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u539f\u6599\u540d\u306f\u539f\u6599\u30de\u30b9\u30bf\u306b\u5b58\u5728\u3059\u308b\u540d\u79f0\u304b\u3089\u306e\u307f\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n  \u30de\u30b9\u30bf\u306b\u306a\u3044\u540d\u79f0\u306f material_code \u3092 null \u306b\u3057\u3001\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6240\u898b\u6b04\u304b\u3089\u5224\u5b9a\u3092\u5207\u308a\u51fa\u3059\u3068\u304d\u306f\u3001\u66f8\u304b\u308c\u305f\u8a9e\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u826f\u597d\u300d\u3092\u300c\u5408\u683c\u300d\u306b\u8aad\u307f\u66ff\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5b9f\u9a13\u306e\u6210\u5426\u306e\u89e3\u91c8\u3001\u6b21\u306b\u8a66\u3059\u3079\u304d\u6761\u4ef6\u306e\u63d0\u6848\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u69d8\u5f0f\u5b9a\u7fa9\uff08\u5217\u540d\u30fb\u5358\u4f4d\u30fb\u53d6\u308a\u3046\u308b\u7bc4\u56f2\uff09\u3011\n{form_schema}\n\n\u3010OCR\u62bd\u51fa\u7d50\u679c\uff08\u624b\u66f8\u304d\u5224\u5b9a\u3068\u4fe1\u983c\u5ea6\u3064\u304d\uff09\u3011\n{ocr_result}\n\n\u3010\u539f\u6599\u30de\u30b9\u30bf\u3011\n{materials}\n```\n\n**\u300c\u672b\u5c3e\u306e\u30bc\u30ed\u3082\u7701\u304b\u306a\u3044\u300d\u306e1\u884c\u304c\u8981\u308a\u307e\u3059\u3002** 12.40 \u3068 12.4 \u306f\u6e2c\u5b9a\u306e\u7cbe\u5ea6\u304c\u9055\u3044\u307e\u3059\u3002\u6570\u5024\u3068\u3057\u3066\u6271\u3046\u3068\u6d88\u3048\u308b\u305f\u3081\u3001\u53f0\u5e33\u306b\u306f\u6587\u5b57\u5217\u3068\u3057\u3066\u3082\u4fdd\u6301\u3057\u3001\u5f8c\u6bb5\u3067\u6570\u5024\u306b\u5909\u63db\u3059\u308b\u5f62\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002","output_data":"```json\n{\n  \"experiment_no\": \"\",\n  \"date\": \"\",\n  \"operator\": \"\",\n  \"conditions\": [\n    {\n      \"column\": \"\",\n      \"value\": null,\n      \"value_text\": \"\",\n      \"unit\": \"\",\n      \"converted_from\": null,\n      \"is_handwritten\": true,\n      \"ocr_confidence\": 0.0,\n      \"out_of_range\": false\n    }\n  ],\n  \"materials\": [\n    { \"material_code\": \"\", \"name_as_written\": \"\", \"ratio_text\": \"\" }\n  ],\n  \"measurements\": [\n    { \"column\": \"\", \"value_text\": \"\", \"unit\": \"\", \"source\": \"\u624b\u66f8\u304d | \u6e2c\u5b9aCSV\" }\n  ],\n  \"judgement\": { \"text_as_written\": \"\", \"column\": \"\" },\n  \"csv_match\": \"matched | not_found | ambiguous\",\n  \"duplicate_check\": \"ok | duplicate\",\n  \"needs_review\": []\n}\n```\n\n`value` \u3068 `value_text` \u3092\u4e21\u65b9\u6301\u305f\u305b\u307e\u3059\u3002\u524d\u8005\u306f\u8a08\u7b97\u7528\u3001\u5f8c\u8005\u306f\u539f\u672c\u306e\u8868\u8a18\u305d\u306e\u3082\u306e\u3067\u3059\u3002`measurements` \u306b `source` \u3092\u7f6e\u304d\u3001\u624b\u66f8\u304d\u306e\u5024\u3068\u6e2c\u5b9aCSV\u306e\u5024\u306e\u3069\u3061\u3089\u304b\u3089\u6765\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\u3002**\u5f8c\u304b\u3089\u7cbe\u5ea6\u3092\u691c\u8a3c\u3059\u308b\u3068\u304d\u3001\u3053\u306e\u533a\u5225\u304c\u306a\u3044\u3068\u624b\u66f8\u304d\u306e\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u304c\u6e2c\u308c\u307e\u305b\u3093\u3002**\n\n\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3046\u3068\u3001\u3053\u306e\u5f62\u3092\u6bce\u56de\u305d\u308d\u3048\u3089\u308c\u307e\u3059\u3002Claude API \u3067\u306f `output_config.format` \u306b `type: json_schema` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u6570\u5024\u306e\u4e0a\u4e0b\u9650\uff08`minimum` `maximum`\uff09\u306f\u6307\u5b9a\u3067\u304d\u306a\u3044\u305f\u3081\u3001**\u7bc4\u56f2\u5916\u691c\u51fa\u306f\u53d7\u3051\u53d6\u3063\u305f\u5f8c\u306b\u81ea\u524d\u3067\u884c\u3044\u307e\u3059\u3002**","integration_systems":"\u78ba\u5b9a\u3057\u305f\u884c\u3092\u53f0\u5e33\u3078\u66f8\u304d\u8fbc\u307f\u307e\u3059\u3002\n\n| \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|\n| \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 | \u5b9f\u9a13\u53f0\u5e33\u3092\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u6301\u3064\u5834\u5408\u3001\u78ba\u5b9a\u3068\u540c\u6642\u306b1\u884c\u3092\u633f\u5165\u3059\u308b |\n| \u8868\u8a08\u7b97\u30bd\u30d5\u30c8 | \u5171\u6709\u30d6\u30c3\u30af\u306e\u672b\u5c3e\u306b\u8ffd\u8a18\u3059\u308b\u3002\u540c\u6642\u7de8\u96c6\u306e\u885d\u7a81\u306b\u6ce8\u610f\u3059\u308b |\n| \u96fb\u5b50\u5b9f\u9a13\u30ce\u30fc\u30c8 | \u88fd\u54c1\u306bAPI\u304c\u3042\u308c\u3070\u767b\u9332\u3059\u308b\u3002**\u63d0\u4f9b\u72b6\u6cc1\u306f\u88fd\u54c1\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059** |\n\n\u539f\u672c\u753b\u50cf\u306e\u4fdd\u7ba1\u306f\u3001\u5b9f\u9a13\u756a\u53f7\u30fb\u65e5\u4ed8\u30fb\u62c5\u5f53\u8005\u30fb\u539f\u6599\u3067\u691c\u7d22\u3067\u304d\u308b\u5f62\u306b\u3057\u307e\u3059\u3002\u53f0\u5e33\u306e\u884c\u304b\u3089\u539f\u672c\u753b\u50cf\u30921\u30af\u30ea\u30c3\u30af\u3067\u958b\u3051\u308b\u72b6\u614b\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\u78ba\u8a8d\u4f5c\u696d\u304c\u3053\u306e\u30ea\u30f3\u30af\u306e\u6709\u7121\u3067\u901f\u3055\u304c\u5909\u308f\u308a\u307e\u3059\u3002**\n\n\u6e2c\u5b9a\u6a5f\u306eCSV\u306f\u3001\u7a81\u5408\u3067\u304d\u305f\u3082\u306e\u3092\u53f0\u5e33\u306e\u540c\u3058\u884c\u306b\u7d10\u4ed8\u3051\u3001\u3067\u304d\u306a\u304b\u3063\u305f\u3082\u306e\u306f\u672a\u7a81\u5408\u306e\u30ea\u30b9\u30c8\u306b\u6b8b\u3057\u307e\u3059\u3002\u81ea\u52d5\u3067\u8fd1\u3044\u6642\u523b\u306eCSV\u3092\u5f53\u3066\u306b\u3044\u304f\u51e6\u7406\u306f\u5165\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**\u9055\u3046\u5b9f\u9a13\u306e\u6e2c\u5b9a\u5024\u304c\u5165\u308b\u307b\u3046\u304c\u3001\u7a81\u5408\u3067\u304d\u3066\u3044\u306a\u3044\u72b6\u614b\u3088\u308a\u5bb3\u304c\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002**","human_review":"**\u5168\u4ef6\u3001\u7814\u7a76\u54e1\u304c\u78ba\u8a8d\u3057\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002**\n\n\u7406\u7531\u306f\u3001\u624b\u66f8\u304d\u306e\u6570\u5b57\u306e\u8aad\u307f\u9055\u3044\u304c\u5b9f\u9a13\u30c7\u30fc\u30bf\u305d\u306e\u3082\u306e\u306e\u8aa4\u308a\u306b\u306a\u308b\u305f\u3081\u3067\u3059\u30027\u304c1\u306b\u30010\u304c6\u306b\u8aad\u307e\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u53f0\u5e33\u306b\u8aa4\u3063\u305f\u6761\u4ef6\u304c\u8f09\u308c\u3070\u3001\u305d\u308c\u3092\u6839\u62e0\u306b\u6b21\u306e\u5b9f\u9a13\u304c\u7d44\u307e\u308c\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u6e1b\u3089\u3057\u3066\u3044\u308b\u306e\u306f\u300c\u6253\u3061\u8fbc\u3080\u6642\u9593\u300d\u3067\u3042\u3063\u3066\u3001\u300c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b\u8cac\u4efb\u300d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u78ba\u8a8d\u753b\u9762\u3067\u3001**\u539f\u672c\u306e\u30b9\u30ad\u30e3\u30f3\u753b\u50cf\u3068\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u5de6\u53f3\u306b\u4e26\u3079\u3066\u8868\u793a**\u3059\u308b\n- \u8aad\u307f\u53d6\u3063\u305f\u7b87\u6240\u3092\u3001\u753b\u50cf\u4e0a\u3067\u30cf\u30a4\u30e9\u30a4\u30c8\u3059\u308b\n- `ocr_confidence` \u304c\u4f4e\u3044\u9805\u76ee\u3001`is_handwritten` \u304c\u771f\u306e\u9805\u76ee\u3092\u8272\u5206\u3051\u3059\u308b\n- \u7bc4\u56f2\u5916\u306e\u5024\u3001`needs_review` \u306b\u5165\u3063\u305f\u9805\u76ee\u3092\u4e0a\u306b\u96c6\u3081\u308b\n- \u6e2c\u5b9aCSV\u3068\u7a81\u5408\u3067\u304d\u305f\u5024\u306f\u3001\u305d\u306e\u65e8\u3092\u8868\u793a\u3059\u308b\uff08\u78ba\u8a8d\u306e\u8ca0\u8377\u304c\u4e0b\u304c\u308b\uff09\n\n\u3053\u308c\u3089\u304c\u306a\u3044\u3068\u3001\u78ba\u8a8d\u306b15\u5206\u304b\u304b\u308a\u3001\u524a\u6e1b\u52b9\u679c\u304c\u51fa\u307e\u305b\u3093\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u624b\u66f8\u304d\u6587\u5b57\u304c\u5224\u8aad\u3067\u304d\u306a\u3044 | \u8a72\u5f53\u9805\u76ee\u3092 null \u306b\u3057\u3001`needs_review` \u306b\u5165\u308c\u308b\u3002\u63a8\u6e2c\u5024\u3092\u5165\u308c\u306a\u3044 |\n| \u6570\u5b57\u306e\u6841\u304c\u8aad\u307f\u9055\u3048\u3089\u308c\u308b | \u7bc4\u56f2\u5916\u691c\u51fa\u3067\u62fe\u3046\u3002\u7bc4\u56f2\u5185\u306e\u8aa4\u308a\u306f\u4eba\u306e\u78ba\u8a8d\u3067\u62fe\u3046\u3057\u304b\u306a\u3044 |\n| \u5b9f\u9a13\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | \u53f0\u5e33\u306b\u8f09\u305b\u305a\u3001\u672a\u6574\u7406\u30d5\u30a9\u30eb\u30c0\u3078\u56de\u3057\u3066\u62c5\u5f53\u8005\u3078\u901a\u77e5\u3059\u308b |\n| \u6e2c\u5b9aCSV\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | `csv_match: not_found` \u3068\u3057\u3066\u3001\u624b\u66f8\u304d\u306e\u6e2c\u5b9a\u5024\u3060\u3051\u3067\u78ba\u5b9a\u3055\u305b\u308b |\n| \u6e2c\u5b9aCSV\u306e\u5019\u88dc\u304c\u8907\u6570\u3042\u308b | `ambiguous` \u3068\u3057\u3066\u4eba\u306b\u9078\u3070\u305b\u308b\u3002\u6642\u523b\u3067\u63a8\u5b9a\u3057\u306a\u3044 |\n| \u540c\u3058\u7528\u7d19\u3092\u4e8c\u5ea6\u30b9\u30ad\u30e3\u30f3\u3057\u305f | \u5b9f\u9a13\u756a\u53f7\u3068\u65e5\u4ed8\u3067\u91cd\u8907\u3092\u691c\u51fa\u3057\u3001\u51e6\u7406\u3092\u6b62\u3081\u308b |\n| 1\u5b9f\u9a13\u3067\u7528\u7d19\u304c\u8907\u6570\u679a | \u5b9f\u9a13\u756a\u53f7\u3067\u307e\u3068\u3081\u3066\u304b\u3089\u51e6\u7406\u3059\u308b |\n| \u69d8\u5f0f\u304c\u6539\u8a02\u3055\u308c\u305f | \u69d8\u5f0f\u5b9a\u7fa9\u306b\u7248\u3092\u6301\u305f\u305b\u3001\u7528\u7d19\u306e\u7248\u8868\u8a18\u3067\u5207\u308a\u66ff\u3048\u308b |\n| \u8a18\u9332\u7528\u7d19\u4ee5\u5916\u304c\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u305f | \u69d8\u5f0f\u306e\u898b\u51fa\u3057\u5224\u5b9a\u3067\u632f\u308a\u5206\u3051\u3001\u5225\u30d5\u30a9\u30eb\u30c0\u3078\u79fb\u3059 |\n| \u5931\u6557\u3057\u305f\u5b9f\u9a13\u306e\u8a18\u9332 | **\u5fc5\u305a\u53f0\u5e33\u306b\u8f09\u305b\u308b\u3002** \u5224\u5b9a\u6b04\u304c\u4e0d\u5408\u683c\u3067\u3082\u51e6\u7406\u3092\u6b62\u3081\u306a\u3044 |\n\n\u6700\u5f8c\u306e1\u884c\u306f\u904b\u7528\u306e\u8a71\u3067\u3059\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u4fa1\u5024\u306e\u534a\u5206\u304c\u3053\u3053\u306b\u3042\u308a\u307e\u3059\u3002**\u5931\u6557\u3092\u53f0\u5e33\u306b\u6b8b\u3059\u305f\u3081\u306b\u3001\u5931\u6557\u3057\u3066\u3082\u8a18\u9332\u7528\u7d19\u3092\u51fa\u3059\u904b\u7528\u3092\u5148\u306b\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002**","log_storage":"- \u30b9\u30ad\u30e3\u30f3\u3057\u305f\u8a18\u9332\u7528\u7d19\u306e\u539f\u672c\u753b\u50cf\uff08\u691c\u7d22\u3067\u304d\u308b\u5f62\u3067\u4fdd\u7ba1\uff09\n- OCR\u306e\u62bd\u51fa\u7d50\u679c\uff08\u751f\u306e\u72b6\u614b\u3002`confidence` \u3068 `isHandwritten` \u3092\u542b\u3080\uff09\n- \u751f\u6210AI\u304c\u5272\u308a\u5f53\u3066\u305f\u5217\u3068\u5024\n- \u6e2c\u5b9aCSV\u3068\u306e\u7a81\u5408\u7d50\u679c\n- **\u7814\u7a76\u54e1\u304c\u4fee\u6b63\u3057\u305f\u9805\u76ee\u3068\u3001\u4fee\u6b63\u524d\u5f8c\u306e\u5024**\n- \u78ba\u5b9a\u3057\u305f\u53f0\u5e33\u884c\u3001\u78ba\u5b9a\u8005\u3001\u78ba\u5b9a\u65e5\u6642\n\n\u4fee\u6b63\u306e\u8a18\u9332\u306f\u3001\u7cbe\u5ea6\u306e\u5b9f\u6e2c\u5024\u306b\u306a\u308a\u307e\u3059\u3002\u300c\u6e29\u5ea6\u3068\u6642\u9593\u306f\u307b\u307c\u901a\u308b\u304c\u3001\u539f\u6599\u306e\u914d\u5408\u6bd4\u306f3\u5272\u4fee\u6b63\u3055\u308c\u3066\u3044\u308b\u300d\u3068\u5206\u304b\u308c\u3070\u3001\u8a18\u9332\u7528\u7d19\u306e\u914d\u5408\u6b04\u306e\u66f8\u5f0f\u3092\u6539\u3081\u308b\u3079\u304d\u3060\u3068\u5224\u65ad\u3067\u304d\u307e\u3059\u3002\n\n\u539f\u672c\u753b\u50cf\u306f\u6d88\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**\u53f0\u5e33\u306f\u539f\u672c\u306e\u5199\u3057\u3067\u3042\u3063\u3066\u3001\u539f\u672c\u306e\u4ee3\u308f\u308a\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u53f0\u5e33\u306e\u5024\u306b\u7591\u3044\u304c\u51fa\u305f\u3068\u304d\u306b\u623b\u308c\u308b\u5148\u304c\u5fc5\u8981\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":240,"assumption_workdays":20,"volume_month":240,"before_minutes_per_case":15,"after_minutes_per_case":5,"hourly_cost":4000,"before_hours_month":60,"after_hours_month":20,"saved_hours_month":40,"reduction_rate":67,"saved_hours_year":480,"annual_cost_effect":1920000,"summary":"\u624b\u66f8\u304d\u306e\u5b9f\u9a13\u8a18\u9332\u7528\u7d19\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u753b\u50cf\u3092\u5165\u529b\u306b\u3001\u5b9f\u9a13\u756a\u53f7\u3001\u65e5\u4ed8\u3001\u62c5\u5f53\u8005\u3001\u539f\u6599\u3068\u914d\u5408\u3001\u6e29\u5ea6\u30fb\u6642\u9593\u30fb\u5727\u529b\u306a\u3069\u306e\u6761\u4ef6\u3001\u6e2c\u5b9a\u5024\u3001\u5224\u5b9a\u3092\u8aad\u307f\u53d6\u308a\u3001\u53f0\u5e33\u306e\u5217\u306b\u5272\u308a\u5f53\u3066\u305f1\u884c\u306e\u30c7\u30fc\u30bf\u3068\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002\u6e2c\u5b9a\u6a5f\u304b\u3089\u51fa\u3066\u304f\u308bCSV\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u5b9f\u9a13\u756a\u53f7\u3067\u7a81\u304d\u5408\u308f\u305b\u3066\u540c\u3058\u884c\u306b\u307e\u3068\u3081\u307e\u3059\u3002","before_flow":"1. \u7814\u7a76\u54e1\u304c\u5b9f\u9a13\u8a18\u9332\u7528\u7d19\u306b\u624b\u66f8\u304d\u3067\u6761\u4ef6\u3068\u6e2c\u5b9a\u5024\u3092\u66f8\u304f\n2. \u6e2c\u5b9a\u6a5f\u304b\u3089\u51fa\u529b\u3055\u308c\u305fCSV\u3092\u3001\u5b9f\u9a13\u756a\u53f7\u3092\u4ed8\u3051\u3066\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\u3078\u4fdd\u5b58\u3059\u308b\n3. \u5b9f\u9a13\u304c\u7d42\u308f\u3063\u305f\u9031\u306b\u3001\u7528\u7d19\u3092\u898b\u306a\u304c\u3089\u5171\u6709\u306e\u53f0\u5e33\uff08\u8868\u8a08\u7b97\u30bd\u30d5\u30c8\uff09\u3078\u6761\u4ef6\u3092\u6253\u3061\u8fbc\u3080\n4. \u6e2c\u5b9aCSV\u3092\u958b\u304d\u3001\u5fc5\u8981\u306a\u5024\u3060\u3051\u3092\u53f0\u5e33\u3078\u30b3\u30d4\u30fc\u3059\u308b\n5. \u7528\u7d19\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\u3078\u4fdd\u5b58\u3057\u3001\u539f\u672c\u306f\u30d0\u30a4\u30f3\u30c0\u30fc\u306b\u7db4\u3058\u308b\n6. \u6708\u672b\u306b\u30b0\u30eb\u30fc\u30d7\u9577\u304c\u53f0\u5e33\u3092\u898b\u3066\u3001\u629c\u3051\u3066\u3044\u308b\u5b9f\u9a13\u304c\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\n7. \u904e\u53bb\u306e\u6761\u4ef6\u3092\u8abf\u3079\u305f\u3044\u3068\u304d\u306f\u3001\u53f0\u5e33\u3092\u691c\u7d22\u3057\u3001\u8db3\u308a\u306a\u3051\u308c\u3070\u30d0\u30a4\u30f3\u30c0\u30fc\u3092\u63a2\u3059\n\n\u554f\u984c\u306f4\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\uff08a\uff09\u8ee2\u8a18\u304c\u5f8c\u56de\u3057\u306b\u306a\u308b\u3002** \u5b9f\u9a13\u305d\u306e\u3082\u306e\u304c\u4ed5\u4e8b\u306a\u306e\u3067\u3001\u53f0\u5e33\u3078\u306e\u5165\u529b\u306f\u9031\u672b\u3084\u6708\u672b\u306b\u307e\u3068\u3081\u3066\u884c\u308f\u308c\u307e\u3059\u3002\u307e\u3068\u3081\u3066\u3084\u308b\u3068\u3001\u66f8\u3044\u305f\u3068\u304d\u306e\u6587\u8108\u3092\u601d\u3044\u51fa\u3057\u306a\u304c\u3089\u306e\u4f5c\u696d\u306b\u306a\u308a\u30011\u4ef6\u3042\u305f\u308a\u306e\u6642\u9593\u304c\u5ef6\u3073\u307e\u3059\u3002\n\n**\uff08b\uff09\u53f0\u5e33\u306b\u5165\u3089\u306a\u3044\u5b9f\u9a13\u304c\u51fa\u308b\u3002** \u5931\u6557\u3057\u305f\u8a66\u4f5c\u3001\u9014\u4e2d\u3067\u6b62\u3081\u305f\u6761\u4ef6\u51fa\u3057\u306f\u3001\u53f0\u5e33\u306b\u8f09\u3089\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u8f09\u3089\u306a\u304b\u3063\u305f\u5931\u6557\u306f\u3001\u534a\u5e74\u5f8c\u306b\u540c\u3058\u6761\u4ef6\u3067\u7e70\u308a\u8fd4\u3055\u308c\u307e\u3059\u3002**\n\n**\uff08c\uff09\u691c\u7d22\u3067\u304d\u306a\u3044\u3002** \u53f0\u5e33\u306e\u6761\u4ef6\u6b04\u306f\u81ea\u7531\u8a18\u8ff0\u3067\u3001\u300c80\u2103\u300d\u300c80\u5ea6\u300d\u300c353K\u300d\u304c\u6df7\u5728\u3057\u307e\u3059\u3002\u904e\u53bb\u306e\u985e\u4f3c\u6761\u4ef6\u3092\u63a2\u3059\u3068\u304d\u306b\u5f15\u3063\u304b\u304b\u308a\u307e\u305b\u3093\u3002\n\n**\uff08d\uff09\u9000\u8077\u30fb\u7570\u52d5\u3067\u8aad\u3081\u306a\u304f\u306a\u308b\u3002** \u624b\u66f8\u304d\u306e\u30ce\u30fc\u30c8\u306f\u3001\u66f8\u3044\u305f\u672c\u4eba\u306b\u306f\u8aad\u3081\u3066\u3082\u3001\u4ed6\u4eba\u306b\u306f\u7565\u53f7\u306e\u610f\u5473\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002\u5f15\u304d\u7d99\u304e\u306e\u305f\u3073\u306b\u3001\u30ce\u30fc\u30c8\u306e\u8aad\u307f\u65b9\u304b\u3089\u6559\u3048\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002","before_flow_steps":["\u7814\u7a76\u54e1\u304c\u5b9f\u9a13\u8a18\u9332\u7528\u7d19\u306b\u624b\u66f8\u304d\u3067\u6761\u4ef6\u3068\u6e2c\u5b9a\u5024\u3092\u66f8\u304f","\u6e2c\u5b9a\u6a5f\u304b\u3089\u51fa\u529b\u3055\u308c\u305fCSV\u3092\u3001\u5b9f\u9a13\u756a\u53f7\u3092\u4ed8\u3051\u3066\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\u3078\u4fdd\u5b58\u3059\u308b","\u5b9f\u9a13\u304c\u7d42\u308f\u3063\u305f\u9031\u306b\u3001\u7528\u7d19\u3092\u898b\u306a\u304c\u3089\u5171\u6709\u306e\u53f0\u5e33\uff08\u8868\u8a08\u7b97\u30bd\u30d5\u30c8\uff09\u3078\u6761\u4ef6\u3092\u6253\u3061\u8fbc\u3080","\u6e2c\u5b9aCSV\u3092\u958b\u304d\u3001\u5fc5\u8981\u306a\u5024\u3060\u3051\u3092\u53f0\u5e33\u3078\u30b3\u30d4\u30fc\u3059\u308b","\u7528\u7d19\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\u3078\u4fdd\u5b58\u3057\u3001\u539f\u672c\u306f\u30d0\u30a4\u30f3\u30c0\u30fc\u306b\u7db4\u3058\u308b","\u6708\u672b\u306b\u30b0\u30eb\u30fc\u30d7\u9577\u304c\u53f0\u5e33\u3092\u898b\u3066\u3001\u629c\u3051\u3066\u3044\u308b\u5b9f\u9a13\u304c\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b","\u904e\u53bb\u306e\u6761\u4ef6\u3092\u8abf\u3079\u305f\u3044\u3068\u304d\u306f\u3001\u53f0\u5e33\u3092\u691c\u7d22\u3057\u3001\u8db3\u308a\u306a\u3051\u308c\u3070\u30d0\u30a4\u30f3\u30c0\u30fc\u3092\u63a2\u3059"],"after_flow":"1. \u7814\u7a76\u54e1\u304c\u5b9f\u9a13\u8a18\u9332\u7528\u7d19\u306b\u624b\u66f8\u304d\u3067\u8a18\u5165\u3059\u308b\uff08\u3053\u3053\u306f\u5909\u3048\u306a\u3044\uff09\n2. \u5b9f\u9a13\u304c\u7d42\u308f\u3063\u305f\u305d\u306e\u65e5\u306b\u3001\u8907\u5408\u6a5f\u3067\u7528\u7d19\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u6240\u5b9a\u306e\u30d5\u30a9\u30eb\u30c0\u3078\u5165\u308c\u308b\n3. **\u3010\u81ea\u52d5\u3011** OCR\u3067\u7528\u7d19\u306e\u5168\u6587\u3092\u8aad\u307f\u53d6\u308a\u3001\u624b\u66f8\u304d\u90e8\u5206\u306b\u5370\u3092\u4ed8\u3051\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u8aad\u307f\u53d6\u3063\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u53f0\u5e33\u306e\u5217\uff08\u5b9f\u9a13\u756a\u53f7\u30fb\u65e5\u4ed8\u30fb\u62c5\u5f53\u30fb\u6761\u4ef6\u30fb\u6e2c\u5b9a\u5024\u30fb\u5224\u5b9a\uff09\u3078\u5272\u308a\u5f53\u3066\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u5358\u4f4d\u3092\u7d71\u4e00\u3057\u3001\u6709\u52b9\u6570\u5b57\u3092\u539f\u672c\u306e\u6841\u6570\u306e\u307e\u307e\u4fdd\u3064\n6. **\u3010\u81ea\u52d5\u3011** \u5b9f\u9a13\u756a\u53f7\u3067\u6e2c\u5b9a\u6a5f\u306eCSV\u3092\u63a2\u3057\u3001\u540c\u3058\u884c\u306b\u307e\u3068\u3081\u308b\n7. **\u3010\u4eba\u3011** \u7814\u7a76\u54e1\u304c\u78ba\u8a8d\u753b\u9762\u3067\u539f\u672c\u753b\u50cf\u3068\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u4e26\u3079\u3066\u898b\u3066\u3001\u78ba\u5b9a\u3059\u308b\n8. **\u3010\u81ea\u52d5\u3011** \u78ba\u5b9a\u3057\u305f\u884c\u3092\u53f0\u5e33\u3078\u8ffd\u52a0\u3057\u3001\u539f\u672c\u753b\u50cf\u3092\u691c\u7d22\u3067\u304d\u308b\u5f62\u3067\u4fdd\u7ba1\u3059\u308b\n\n\u81ea\u52d5\u5316\u3055\u308c\u308b\u306e\u306f\u300c\u8aad\u3080\u300d\u300c\u6253\u3061\u8fbc\u3080\u300d\u300c\u63a2\u3057\u3066\u7a81\u304d\u5408\u308f\u305b\u308b\u300d\u306e3\u3064\u3067\u3059\u3002**\u6b8b\u308b\u306e\u306f\u300c\u3053\u306e\u6570\u5b57\u3067\u5408\u3063\u3066\u3044\u308b\u304b\u300d\u306e\u78ba\u8a8d\u3060\u3051\u306b\u306a\u308a\u307e\u3059\u3002**","after_flow_steps":["\u7814\u7a76\u54e1\u304c\u5b9f\u9a13\u8a18\u9332\u7528\u7d19\u306b\u624b\u66f8\u304d\u3067\u8a18\u5165\u3059\u308b\uff08\u3053\u3053\u306f\u5909\u3048\u306a\u3044\uff09","\u5b9f\u9a13\u304c\u7d42\u308f\u3063\u305f\u305d\u306e\u65e5\u306b\u3001\u8907\u5408\u6a5f\u3067\u7528\u7d19\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u6240\u5b9a\u306e\u30d5\u30a9\u30eb\u30c0\u3078\u5165\u308c\u308b","**\u3010\u81ea\u52d5\u3011** OCR\u3067\u7528\u7d19\u306e\u5168\u6587\u3092\u8aad\u307f\u53d6\u308a\u3001\u624b\u66f8\u304d\u90e8\u5206\u306b\u5370\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u8aad\u307f\u53d6\u3063\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u53f0\u5e33\u306e\u5217\uff08\u5b9f\u9a13\u756a\u53f7\u30fb\u65e5\u4ed8\u30fb\u62c5\u5f53\u30fb\u6761\u4ef6\u30fb\u6e2c\u5b9a\u5024\u30fb\u5224\u5b9a\uff09\u3078\u5272\u308a\u5f53\u3066\u308b","**\u3010\u81ea\u52d5\u3011** \u5358\u4f4d\u3092\u7d71\u4e00\u3057\u3001\u6709\u52b9\u6570\u5b57\u3092\u539f\u672c\u306e\u6841\u6570\u306e\u307e\u307e\u4fdd\u3064","**\u3010\u81ea\u52d5\u3011** \u5b9f\u9a13\u756a\u53f7\u3067\u6e2c\u5b9a\u6a5f\u306eCSV\u3092\u63a2\u3057\u3001\u540c\u3058\u884c\u306b\u307e\u3068\u3081\u308b","**\u3010\u4eba\u3011** \u7814\u7a76\u54e1\u304c\u78ba\u8a8d\u753b\u9762\u3067\u539f\u672c\u753b\u50cf\u3068\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u4e26\u3079\u3066\u898b\u3066\u3001\u78ba\u5b9a\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u78ba\u5b9a\u3057\u305f\u884c\u3092\u53f0\u5e33\u3078\u8ffd\u52a0\u3057\u3001\u539f\u672c\u753b\u50cf\u3092\u691c\u7d22\u3067\u304d\u308b\u5f62\u3067\u4fdd\u7ba1\u3059\u308b"],"architecture":"```\n\u5b9f\u9a13\u8a18\u9332\u7528\u7d19\uff08\u624b\u66f8\u304d\uff09\n   \u2502\n   \u25bc \u8907\u5408\u6a5f\u3067\u30b9\u30ad\u30e3\u30f3\uff08PDF\u307e\u305f\u306fTIFF\uff09\n\u5171\u6709\u30d5\u30a9\u30eb\u30c0 \/ SharePoint \u306e\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u6210\u3055\u308c\u305f\u3068\u304d\nPython \u306e\u51e6\u7406\uff08\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u5b9f\u884c\uff09\n   \u2502\n   \u251c\u2500\u2500\u25b6 Azure AI Document Intelligence\uff08prebuilt-read\uff09\n   \u2502       \u2514\u2500 \u6d3b\u5b57\u3068\u624b\u66f8\u304d\u3092\u62bd\u51fa\u3002isHandwritten \u3068 confidence \u3092\u53d6\u5f97\n   \u2502\n   \u251c\u2500\u2500\u25b6 Claude API \u2500\u2500 \u8aad\u307f\u53d6\u3063\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u53f0\u5e33\u306e\u5217\u3078\u5272\u308a\u5f53\u3066\u308b\n   \u2502                    \u5358\u4f4d\u306e\u7d71\u4e00\u30fb\u6709\u52b9\u6570\u5b57\u306e\u4fdd\u6301\n   \u2502\n   \u2514\u2500\u2500\u25b6 \u6e2c\u5b9a\u6a5fCSV\uff08\u5b9f\u9a13\u756a\u53f7\u3067\u7a81\u5408\uff09\n   \u2502\n   \u25bc\n\u78ba\u8a8d\u753b\u9762\uff08\u539f\u672c\u753b\u50cf\u3068\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u5de6\u53f3\u306b\u4e26\u3079\u308b\uff09\u2500\u2500\u3010\u4eba\u304c\u78ba\u5b9a\u3011\n   \u2502\n   \u25bc\n\u5b9f\u9a13\u53f0\u5e33\uff08\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff09\uff0b \u691c\u7d22\u3067\u304d\u308b\u5f62\u3067\u539f\u672c\u3092\u4fdd\u7ba1\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u5b9f\u884c\u74b0\u5883 | Python | Google Apps Script\u3001Power Automate |\n| OCR | Azure AI Document Intelligence\uff08prebuilt-read\uff09 | Google Document AI\u3001AWS Textract |\n| \u751f\u6210AI | Claude API | OpenAI API\u3001Gemini API |\n| \u4fdd\u7ba1 | SharePoint | Box\u3001\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n| \u53f0\u5e33 | \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 | \u8868\u8a08\u7b97\u30bd\u30d5\u30c8\u306e\u5171\u6709\u30d6\u30c3\u30af |\n\n**\u96fb\u5b50\u5b9f\u9a13\u30ce\u30fc\u30c8\u306e\u88fd\u54c1\u3092\u5148\u306b\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u8a18\u9332\u306e\u5165\u529b\u3001\u7248\u7ba1\u7406\u3001\u691c\u7d22\u3001\u76e3\u67fb\u8a3c\u8de1\u307e\u3067\u30d1\u30c3\u30b1\u30fc\u30b8\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u69cb\u6210\u306b\u4fa1\u5024\u304c\u3042\u308b\u306e\u306f\u3001**\u624b\u66f8\u304d\u3067\u66f8\u304f\u6587\u5316\u3092\u305d\u306e\u307e\u307e\u6b8b\u3057\u305f\u3044\u5834\u5408**\u3068\u3001**\u904e\u53bb\u6570\u5e74\u5206\u306e\u7d19\u306e\u8a18\u9332\u3092\u5f8c\u304b\u3089\u53f0\u5e33\u306b\u8f09\u305b\u305f\u3044\u5834\u5408**\u3067\u3059\u3002\u524d\u8005\u306f\u73fe\u5834\u306e\u62b5\u6297\u304c\u5f37\u3044\u3068\u304d\u306e\u73fe\u5b9f\u89e3\u3067\u3001\u5f8c\u8005\u306f\u88fd\u54c1\u3092\u5165\u308c\u3066\u3082\u89e3\u6c7a\u3057\u307e\u305b\u3093\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u8a18\u9332\u7528\u7d19\u304c\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068**\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002\u8907\u5408\u6a5f\u306e\u30b9\u30ad\u30e3\u30f3\u5148\u3092\u5c02\u7528\u30d5\u30a9\u30eb\u30c0\u306b\u8a2d\u5b9a\u3057\u3001\u305d\u3053\u3092\u76e3\u8996\u3057\u307e\u3059\u3002\n\n1\u65e51\u56de\u306e\u307e\u3068\u3081\u51e6\u7406\u3067\u3082\u6210\u7acb\u3057\u307e\u3059\u304c\u3001**\u5b9f\u9a13\u306e\u5f53\u65e5\u306b\u51e6\u7406\u304c\u8d70\u308b\u5f62\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u7814\u7a76\u54e1\u306e\u8a18\u61b6\u304c\u6b8b\u3063\u3066\u3044\u308b\u3046\u3061\u306b\u78ba\u8a8d\u753b\u9762\u3092\u51fa\u305b\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u78ba\u8a8d\u306e\u901f\u3055\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u7fcc\u9031\u306b\u307e\u3068\u3081\u306620\u4ef6\u51fa\u3055\u308c\u308b\u3068\u3001\u7d50\u5c40\u306f\u601d\u3044\u51fa\u3057\u306a\u304c\u3089\u306e\u4f5c\u696d\u306b\u623b\u308a\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5b9f\u9a13\u8a18\u9332\u7528\u7d19\u306e\u30b9\u30ad\u30e3\u30f3 | \u6761\u4ef6\u6b04\u30fb\u6e2c\u5b9a\u6b04\u30fb\u6240\u898b\u6b04\u306e\u624b\u66f8\u304d | \u8907\u5408\u6a5f\u2192\u5171\u6709\u30d5\u30a9\u30eb\u30c0 |\n| \u8a18\u9332\u7528\u7d19\u306e\u69d8\u5f0f\u5b9a\u7fa9 | \u3069\u306e\u6b04\u306b\u4f55\u3092\u66f8\u304f\u304b\u3001\u5358\u4f4d\u3001\u53d6\u308a\u3046\u308b\u7bc4\u56f2 | \u69d8\u5f0f\u7ba1\u7406\u306e\u53f0\u5e33 |\n| \u6e2c\u5b9a\u6a5f\u306e\u51fa\u529bCSV | \u5f15\u5f35\u5f37\u5ea6\u3001\u7c98\u5ea6\u3001\u878d\u70b9\u306a\u3069\u306e\u6e2c\u5b9a\u5024 | \u6e2c\u5b9a\u6a5f\u306e\u4fdd\u5b58\u5148 |\n| \u539f\u6599\u30de\u30b9\u30bf | \u539f\u6599\u30b3\u30fc\u30c9\u3001\u6b63\u5f0f\u540d\u79f0\u3001\u793e\u5185\u7565\u53f7 | \u958b\u767a\u90e8\u306e\u7ba1\u7406\u8868 |\n| \u904e\u53bb\u306e\u53f0\u5e33 | \u65e2\u5b58\u306e\u5b9f\u9a13\u884c\uff08\u91cd\u8907\u3068\u9023\u756a\u306e\u78ba\u8a8d\u7528\uff09 | \u53f0\u5e33\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 |\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**OCR\uff1a** Azure AI Document Intelligence \u306e prebuilt-read \u30e2\u30c7\u30eb\u306b\u30b9\u30ad\u30e3\u30f3PDF\u3092\u6e21\u3057\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u6d3b\u5b57\u3068\u624b\u66f8\u304d\u306e\u4e21\u65b9\u3092\u3001PDF\u3068\u30b9\u30ad\u30e3\u30f3\u753b\u50cf\u304b\u3089\u62bd\u51fa\u3057\u307e\u3059\u3002\u5358\u8a9e\u3054\u3068\u306b `confidence` \u304c\u8fd4\u308a\u3001`styles` \u306b\u306f\u884c\u3054\u3068\u306b\u624b\u66f8\u304d\u304b\u3069\u3046\u304b\u3092\u793a\u3059 `isHandwritten` \u3068\u4fe1\u983c\u5ea6\u304c\u5165\u308a\u307e\u3059\u3002**\u624b\u66f8\u304d\u90e8\u5206\u3060\u3051\u3092\u629c\u304d\u51fa\u3057\u3066\u91cd\u70b9\u78ba\u8a8d\u3059\u308b\u8a2d\u8a08\u304c\u3001\u3053\u306e\u60c5\u5831\u3067\u7d44\u3081\u307e\u3059\u3002**\n\n\u624b\u66f8\u304d\u6587\u5b57\u306e\u62bd\u51fa\u306b\u5bfe\u5fdc\u3059\u308b\u8a00\u8a9e\u306f\u9650\u3089\u308c\u3066\u304a\u308a\u3001v4.0\u3067\u306f\u82f1\u8a9e\u3001\u65e5\u672c\u8a9e\u3001\u7c21\u4f53\u5b57\u4e2d\u56fd\u8a9e\u3001\u97d3\u56fd\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3001\u30ed\u30b7\u30a2\u8a9e\u3001\u30bf\u30a4\u8a9e\u3001\u30a2\u30e9\u30d3\u30a2\u8a9e\u304c\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002**\u65e5\u672c\u8a9e\u306e\u624b\u66f8\u304d\u306f\u5bfe\u8c61\u306b\u542b\u307e\u308c\u307e\u3059\u3002**\n\nPDF\u3068TIFF\u306f2,000\u30da\u30fc\u30b8\u307e\u3067\u51e6\u7406\u3067\u304d\u3001\u30d5\u30a1\u30a4\u30eb\u30b5\u30a4\u30ba\u306f\u6709\u6599\uff08S0\uff09\u3067500MB\u307e\u3067\u3067\u3059\u3002\u8a18\u9332\u7528\u7d191\u679a\u30921\u30d5\u30a1\u30a4\u30eb\u3068\u3059\u308b\u9650\u308a\u3001\u4e0a\u9650\u306b\u5f53\u305f\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\u6e2c\u5b9a\u6a5f\u306eCSV\uff1a** \u30d5\u30a1\u30a4\u30eb\u540d\u307e\u305f\u306f1\u884c\u76ee\u306e\u30d8\u30c3\u30c0\u306b\u5b9f\u9a13\u756a\u53f7\u304c\u5165\u3063\u3066\u3044\u308b\u524d\u63d0\u306b\u3057\u307e\u3059\u3002\u5165\u3063\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001**\u6e2c\u5b9a\u6a5f\u306e\u8a2d\u5b9a\u3067\u5b9f\u9a13\u756a\u53f7\u3092\u8a18\u9332\u9805\u76ee\u306b\u52a0\u3048\u308b\u306e\u304c\u5148\u3067\u3059\u3002** \u4fdd\u5b58\u6642\u523b\u3067\u306e\u63a8\u5b9a\u306f\u3001\u540c\u3058\u65e5\u306b\u8907\u6570\u306e\u5b9f\u9a13\u3092\u56de\u3057\u305f\u6642\u70b9\u3067\u5d29\u308c\u307e\u3059\u3002\n\n**\u69d8\u5f0f\u5b9a\u7fa9\uff1a** \u8a18\u9332\u7528\u7d19\u306e\u3069\u306e\u6b04\u306b\u4f55\u3092\u66f8\u304f\u304b\u3092\u3001\u5217\u540d\u30fb\u5358\u4f4d\u30fb\u53d6\u308a\u3046\u308b\u7bc4\u56f2\u306e\u8868\u3068\u3057\u3066\u6301\u3061\u307e\u3059\u3002\u300c\u786c\u5316\u6e29\u5ea6\uff1a\u5358\u4f4d\u2103\u3001\u7bc4\u56f240\u301c200\u300d\u306e\u3088\u3046\u306b\u66f8\u3044\u3066\u304a\u304f\u3068\u3001\u5f8c\u6bb5\u306e\u7bc4\u56f2\u5916\u691c\u51fa\u306b\u4f7f\u3048\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5411\u304d\u3068\u3086\u304c\u307f\u306e\u88dc\u6b63** \u2026 \u7528\u7d19\u3092\u30b9\u30ad\u30e3\u30f3\u3059\u308b\u3068\u4e0a\u4e0b\u9006\u3084\u659c\u3081\u306b\u306a\u308a\u307e\u3059\u3002OCR\u30b5\u30fc\u30d3\u30b9\u5074\u3067\u88dc\u6b63\u3055\u308c\u308b\u304b\u3092\u78ba\u304b\u3081\u3001\u3055\u308c\u306a\u3044\u7bc4\u56f2\u306f\u524d\u6bb5\u3067\u56de\u8ee2\u3055\u305b\u307e\u3059\n2. **\u8907\u6570\u679a\u306e\u5206\u5272** \u2026 1\u56de\u306e\u5b9f\u9a13\u3067\u7528\u7d19\u304c2\u679a\u4ee5\u4e0a\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u7528\u7d19\u306e\u5b9f\u9a13\u756a\u53f7\u6b04\u3067\u540c\u4e00\u5b9f\u9a13\u306e\u30da\u30fc\u30b8\u3092\u307e\u3068\u3081\u307e\u3059\n3. **\u30c1\u30a7\u30c3\u30af\u6b04\u3068\u8a18\u5165\u6b04\u306e\u533a\u5225** \u2026 \u69d8\u5f0f\u306b\u5370\u5237\u3055\u308c\u305f\u9805\u76ee\u540d\uff08\u6d3b\u5b57\uff09\u3068\u3001\u7814\u7a76\u54e1\u304c\u66f8\u3044\u305f\u5024\uff08\u624b\u66f8\u304d\uff09\u3092\u5206\u3051\u307e\u3059\u3002`isHandwritten` \u304c\u3053\u306e\u533a\u5225\u306b\u4f7f\u3048\u307e\u3059\n4. **\u91cd\u8907\u30b9\u30ad\u30e3\u30f3\u306e\u691c\u51fa** \u2026 \u540c\u3058\u7528\u7d19\u3092\u4e8c\u5ea6\u30b9\u30ad\u30e3\u30f3\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5b9f\u9a13\u756a\u53f7\u3068\u65e5\u4ed8\u3067\u65e2\u5b58\u306e\u53f0\u5e33\u884c\u3092\u7167\u5408\u3057\u3001\u91cd\u8907\u306a\u3089\u51e6\u7406\u3092\u6b62\u3081\u307e\u3059\n5. **\u8a18\u9332\u7528\u7d19\u4ee5\u5916\u306e\u9664\u5916** \u2026 \u6e2c\u5b9a\u6a5f\u306e\u5370\u5b57\u7d19\u3001\u30e1\u30e2\u66f8\u304d\u3001\u4ed6\u90e8\u7f72\u306e\u66f8\u985e\u304c\u6df7\u3056\u308a\u307e\u3059\u3002\u69d8\u5f0f\u306e\u898b\u51fa\u3057\u6587\u5b57\u5217\u3067\u5224\u5b9a\u3057\u3066\u632f\u308a\u5206\u3051\u307e\u3059\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\nOCR\u3068\u751f\u6210AI\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**OCR\uff08Document Intelligence\uff09\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u6587\u5b57\u3068\u6570\u5b57\u306e\u8aad\u307f\u53d6\u308a\u3001\u4f4d\u7f6e\u5ea7\u6a19\u3001\u624b\u66f8\u304d\u304b\u3069\u3046\u304b\u306e\u5224\u5b9a\u3001\u5358\u8a9e\u3054\u3068\u306e\u4fe1\u983c\u5ea6\u3002**\u3053\u3053\u306f\u751f\u6210AI\u306b\u3055\u305b\u307e\u305b\u3093\u3002** \u624b\u66f8\u304d\u306e\u6570\u5b57\u3092\u753b\u50cf\u304b\u3089\u76f4\u63a5\u8aad\u307e\u305b\u308b\u3068\u3001\u8aad\u3081\u306a\u304b\u3063\u305f\u7b87\u6240\u304c\u300c\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u6570\u5b57\u300d\u3067\u57cb\u307e\u308b\u5371\u967a\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u751f\u6210AI\uff08Claude API\uff09\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u5217\u3078\u306e\u5272\u308a\u5f53\u3066 | \u8aad\u307f\u53d6\u3089\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u7247\u3092\u3001\u69d8\u5f0f\u5b9a\u7fa9\u306e\u3069\u306e\u5217\u306e\u5024\u304b\u306b\u5bfe\u5fdc\u3065\u3051\u308b |\n| \u5358\u4f4d\u306e\u7d71\u4e00 | \u300c80\u2103\u300d\u300c80\u5ea6\u300d\u3092\u540c\u3058\u5217\u306e\u540c\u3058\u8868\u73fe\u306b\u305d\u308d\u3048\u308b\u3002\u6442\u6c0f\u3068\u7d76\u5bfe\u6e29\u5ea6\u306e\u63db\u7b97\u306f\u884c\u3046 |\n| \u539f\u6599\u540d\u306e\u540d\u5bc4\u305b | \u793e\u5185\u7565\u53f7\u3001\u65e7\u54c1\u540d\u3001\u6b63\u5f0f\u540d\u79f0\u3092\u539f\u6599\u30de\u30b9\u30bf\u306e1\u4ef6\u306b\u5bfe\u5fdc\u3065\u3051\u308b |\n| \u6240\u898b\u6b04\u306e\u6574\u7406 | \u81ea\u7531\u8a18\u8ff0\u306e\u6240\u898b\u304b\u3089\u3001\u5224\u5b9a\uff08\u5408\u683c\u30fb\u4e0d\u5408\u683c\u30fb\u4fdd\u7559\uff09\u3068\u7406\u7531\u3092\u5207\u308a\u51fa\u3059 |\n| \u7bc4\u56f2\u5916\u306e\u6307\u6458 | \u69d8\u5f0f\u5b9a\u7fa9\u306e\u53d6\u308a\u3046\u308b\u7bc4\u56f2\u304b\u3089\u5916\u308c\u305f\u5024\u3092\u6307\u6458\u3059\u308b |\n\n**\u3055\u305b\u306a\u3044\u3053\u3068\uff1a** \u8aad\u3081\u306a\u304b\u3063\u305f\u6570\u5b57\u306e\u88dc\u5b8c\u3001\u6e2c\u5b9a\u5024\u306e\u4e38\u3081\u3001\u5b9f\u9a13\u306e\u6210\u5426\u306e\u89e3\u91c8\u3001\u6b21\u306e\u6761\u4ef6\u306e\u63d0\u6848\u3002**\u7279\u306b\u6570\u5024\u306e\u4e38\u3081\u306f\u7981\u6b62\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u6709\u52b9\u6570\u5b57\u306f\u5b9f\u9a13\u306e\u60c5\u5831\u305d\u306e\u3082\u306e\u3067\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u7814\u7a76\u958b\u767a\u90e8\u306e\u5b9f\u9a13\u8a18\u9332\u3092\u6574\u7406\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\nOCR\u3067\u8aad\u307f\u53d6\u3089\u308c\u305f\u5b9f\u9a13\u8a18\u9332\u7528\u7d19\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u3001\u53f0\u5e33\u306e\u5217\u3078\u5272\u308a\u5f53\u3066\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6570\u5024\u3092\u66f8\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002OCR\u304c\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u3092\n  \u305d\u306e\u307e\u307e\u5f15\u304d\u7d99\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6841\u3092\u4e38\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u672b\u5c3e\u306e\u30bc\u30ed\u3082\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\uff0812.40 \u3092 12.4 \u306b\u3057\u306a\u3044\uff09\u3002\n- \u8aad\u307f\u53d6\u308c\u306a\u304b\u3063\u305f\u7b87\u6240\u3001\u5224\u8aad\u3067\u304d\u306a\u3044\u7b87\u6240\u306f value \u3092 null \u306b\u3057\u3001\n  needs_review \u306b\u5217\u540d\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u5024\u3092\u5165\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5358\u4f4d\u306f\u69d8\u5f0f\u5b9a\u7fa9\u306e\u5358\u4f4d\u306b\u305d\u308d\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n  \u63db\u7b97\u3057\u305f\u5834\u5408\u306f converted_from \u306b\u5143\u306e\u8868\u8a18\u3092\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u539f\u6599\u540d\u306f\u539f\u6599\u30de\u30b9\u30bf\u306b\u5b58\u5728\u3059\u308b\u540d\u79f0\u304b\u3089\u306e\u307f\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n  \u30de\u30b9\u30bf\u306b\u306a\u3044\u540d\u79f0\u306f material_code \u3092 null \u306b\u3057\u3001\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6240\u898b\u6b04\u304b\u3089\u5224\u5b9a\u3092\u5207\u308a\u51fa\u3059\u3068\u304d\u306f\u3001\u66f8\u304b\u308c\u305f\u8a9e\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u826f\u597d\u300d\u3092\u300c\u5408\u683c\u300d\u306b\u8aad\u307f\u66ff\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5b9f\u9a13\u306e\u6210\u5426\u306e\u89e3\u91c8\u3001\u6b21\u306b\u8a66\u3059\u3079\u304d\u6761\u4ef6\u306e\u63d0\u6848\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u69d8\u5f0f\u5b9a\u7fa9\uff08\u5217\u540d\u30fb\u5358\u4f4d\u30fb\u53d6\u308a\u3046\u308b\u7bc4\u56f2\uff09\u3011\n{form_schema}\n\n\u3010OCR\u62bd\u51fa\u7d50\u679c\uff08\u624b\u66f8\u304d\u5224\u5b9a\u3068\u4fe1\u983c\u5ea6\u3064\u304d\uff09\u3011\n{ocr_result}\n\n\u3010\u539f\u6599\u30de\u30b9\u30bf\u3011\n{materials}\n```\n\n**\u300c\u672b\u5c3e\u306e\u30bc\u30ed\u3082\u7701\u304b\u306a\u3044\u300d\u306e1\u884c\u304c\u8981\u308a\u307e\u3059\u3002** 12.40 \u3068 12.4 \u306f\u6e2c\u5b9a\u306e\u7cbe\u5ea6\u304c\u9055\u3044\u307e\u3059\u3002\u6570\u5024\u3068\u3057\u3066\u6271\u3046\u3068\u6d88\u3048\u308b\u305f\u3081\u3001\u53f0\u5e33\u306b\u306f\u6587\u5b57\u5217\u3068\u3057\u3066\u3082\u4fdd\u6301\u3057\u3001\u5f8c\u6bb5\u3067\u6570\u5024\u306b\u5909\u63db\u3059\u308b\u5f62\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n```json\n{\n  \"experiment_no\": \"\",\n  \"date\": \"\",\n  \"operator\": \"\",\n  \"conditions\": [\n    {\n      \"column\": \"\",\n      \"value\": null,\n      \"value_text\": \"\",\n      \"unit\": \"\",\n      \"converted_from\": null,\n      \"is_handwritten\": true,\n      \"ocr_confidence\": 0.0,\n      \"out_of_range\": false\n    }\n  ],\n  \"materials\": [\n    { \"material_code\": \"\", \"name_as_written\": \"\", \"ratio_text\": \"\" }\n  ],\n  \"measurements\": [\n    { \"column\": \"\", \"value_text\": \"\", \"unit\": \"\", \"source\": \"\u624b\u66f8\u304d | \u6e2c\u5b9aCSV\" }\n  ],\n  \"judgement\": { \"text_as_written\": \"\", \"column\": \"\" },\n  \"csv_match\": \"matched | not_found | ambiguous\",\n  \"duplicate_check\": \"ok | duplicate\",\n  \"needs_review\": []\n}\n```\n\n`value` \u3068 `value_text` \u3092\u4e21\u65b9\u6301\u305f\u305b\u307e\u3059\u3002\u524d\u8005\u306f\u8a08\u7b97\u7528\u3001\u5f8c\u8005\u306f\u539f\u672c\u306e\u8868\u8a18\u305d\u306e\u3082\u306e\u3067\u3059\u3002`measurements` \u306b `source` \u3092\u7f6e\u304d\u3001\u624b\u66f8\u304d\u306e\u5024\u3068\u6e2c\u5b9aCSV\u306e\u5024\u306e\u3069\u3061\u3089\u304b\u3089\u6765\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\u3002**\u5f8c\u304b\u3089\u7cbe\u5ea6\u3092\u691c\u8a3c\u3059\u308b\u3068\u304d\u3001\u3053\u306e\u533a\u5225\u304c\u306a\u3044\u3068\u624b\u66f8\u304d\u306e\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u304c\u6e2c\u308c\u307e\u305b\u3093\u3002**\n\n\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3046\u3068\u3001\u3053\u306e\u5f62\u3092\u6bce\u56de\u305d\u308d\u3048\u3089\u308c\u307e\u3059\u3002Claude API \u3067\u306f `output_config.format` \u306b `type: json_schema` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u6570\u5024\u306e\u4e0a\u4e0b\u9650\uff08`minimum` `maximum`\uff09\u306f\u6307\u5b9a\u3067\u304d\u306a\u3044\u305f\u3081\u3001**\u7bc4\u56f2\u5916\u691c\u51fa\u306f\u53d7\u3051\u53d6\u3063\u305f\u5f8c\u306b\u81ea\u524d\u3067\u884c\u3044\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n\u78ba\u5b9a\u3057\u305f\u884c\u3092\u53f0\u5e33\u3078\u66f8\u304d\u8fbc\u307f\u307e\u3059\u3002\n\n| \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|\n| \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 | \u5b9f\u9a13\u53f0\u5e33\u3092\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u6301\u3064\u5834\u5408\u3001\u78ba\u5b9a\u3068\u540c\u6642\u306b1\u884c\u3092\u633f\u5165\u3059\u308b |\n| \u8868\u8a08\u7b97\u30bd\u30d5\u30c8 | \u5171\u6709\u30d6\u30c3\u30af\u306e\u672b\u5c3e\u306b\u8ffd\u8a18\u3059\u308b\u3002\u540c\u6642\u7de8\u96c6\u306e\u885d\u7a81\u306b\u6ce8\u610f\u3059\u308b |\n| \u96fb\u5b50\u5b9f\u9a13\u30ce\u30fc\u30c8 | \u88fd\u54c1\u306bAPI\u304c\u3042\u308c\u3070\u767b\u9332\u3059\u308b\u3002**\u63d0\u4f9b\u72b6\u6cc1\u306f\u88fd\u54c1\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059** |\n\n\u539f\u672c\u753b\u50cf\u306e\u4fdd\u7ba1\u306f\u3001\u5b9f\u9a13\u756a\u53f7\u30fb\u65e5\u4ed8\u30fb\u62c5\u5f53\u8005\u30fb\u539f\u6599\u3067\u691c\u7d22\u3067\u304d\u308b\u5f62\u306b\u3057\u307e\u3059\u3002\u53f0\u5e33\u306e\u884c\u304b\u3089\u539f\u672c\u753b\u50cf\u30921\u30af\u30ea\u30c3\u30af\u3067\u958b\u3051\u308b\u72b6\u614b\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\u78ba\u8a8d\u4f5c\u696d\u304c\u3053\u306e\u30ea\u30f3\u30af\u306e\u6709\u7121\u3067\u901f\u3055\u304c\u5909\u308f\u308a\u307e\u3059\u3002**\n\n\u6e2c\u5b9a\u6a5f\u306eCSV\u306f\u3001\u7a81\u5408\u3067\u304d\u305f\u3082\u306e\u3092\u53f0\u5e33\u306e\u540c\u3058\u884c\u306b\u7d10\u4ed8\u3051\u3001\u3067\u304d\u306a\u304b\u3063\u305f\u3082\u306e\u306f\u672a\u7a81\u5408\u306e\u30ea\u30b9\u30c8\u306b\u6b8b\u3057\u307e\u3059\u3002\u81ea\u52d5\u3067\u8fd1\u3044\u6642\u523b\u306eCSV\u3092\u5f53\u3066\u306b\u3044\u304f\u51e6\u7406\u306f\u5165\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**\u9055\u3046\u5b9f\u9a13\u306e\u6e2c\u5b9a\u5024\u304c\u5165\u308b\u307b\u3046\u304c\u3001\u7a81\u5408\u3067\u304d\u3066\u3044\u306a\u3044\u72b6\u614b\u3088\u308a\u5bb3\u304c\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5168\u4ef6\u3001\u7814\u7a76\u54e1\u304c\u78ba\u8a8d\u3057\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002**\n\n\u7406\u7531\u306f\u3001\u624b\u66f8\u304d\u306e\u6570\u5b57\u306e\u8aad\u307f\u9055\u3044\u304c\u5b9f\u9a13\u30c7\u30fc\u30bf\u305d\u306e\u3082\u306e\u306e\u8aa4\u308a\u306b\u306a\u308b\u305f\u3081\u3067\u3059\u30027\u304c1\u306b\u30010\u304c6\u306b\u8aad\u307e\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u53f0\u5e33\u306b\u8aa4\u3063\u305f\u6761\u4ef6\u304c\u8f09\u308c\u3070\u3001\u305d\u308c\u3092\u6839\u62e0\u306b\u6b21\u306e\u5b9f\u9a13\u304c\u7d44\u307e\u308c\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u6e1b\u3089\u3057\u3066\u3044\u308b\u306e\u306f\u300c\u6253\u3061\u8fbc\u3080\u6642\u9593\u300d\u3067\u3042\u3063\u3066\u3001\u300c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b\u8cac\u4efb\u300d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u78ba\u8a8d\u753b\u9762\u3067\u3001**\u539f\u672c\u306e\u30b9\u30ad\u30e3\u30f3\u753b\u50cf\u3068\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u5de6\u53f3\u306b\u4e26\u3079\u3066\u8868\u793a**\u3059\u308b\n- \u8aad\u307f\u53d6\u3063\u305f\u7b87\u6240\u3092\u3001\u753b\u50cf\u4e0a\u3067\u30cf\u30a4\u30e9\u30a4\u30c8\u3059\u308b\n- `ocr_confidence` \u304c\u4f4e\u3044\u9805\u76ee\u3001`is_handwritten` \u304c\u771f\u306e\u9805\u76ee\u3092\u8272\u5206\u3051\u3059\u308b\n- \u7bc4\u56f2\u5916\u306e\u5024\u3001`needs_review` \u306b\u5165\u3063\u305f\u9805\u76ee\u3092\u4e0a\u306b\u96c6\u3081\u308b\n- \u6e2c\u5b9aCSV\u3068\u7a81\u5408\u3067\u304d\u305f\u5024\u306f\u3001\u305d\u306e\u65e8\u3092\u8868\u793a\u3059\u308b\uff08\u78ba\u8a8d\u306e\u8ca0\u8377\u304c\u4e0b\u304c\u308b\uff09\n\n\u3053\u308c\u3089\u304c\u306a\u3044\u3068\u3001\u78ba\u8a8d\u306b15\u5206\u304b\u304b\u308a\u3001\u524a\u6e1b\u52b9\u679c\u304c\u51fa\u307e\u305b\u3093\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u624b\u66f8\u304d\u6587\u5b57\u304c\u5224\u8aad\u3067\u304d\u306a\u3044 | \u8a72\u5f53\u9805\u76ee\u3092 null \u306b\u3057\u3001`needs_review` \u306b\u5165\u308c\u308b\u3002\u63a8\u6e2c\u5024\u3092\u5165\u308c\u306a\u3044 |\n| \u6570\u5b57\u306e\u6841\u304c\u8aad\u307f\u9055\u3048\u3089\u308c\u308b | \u7bc4\u56f2\u5916\u691c\u51fa\u3067\u62fe\u3046\u3002\u7bc4\u56f2\u5185\u306e\u8aa4\u308a\u306f\u4eba\u306e\u78ba\u8a8d\u3067\u62fe\u3046\u3057\u304b\u306a\u3044 |\n| \u5b9f\u9a13\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | \u53f0\u5e33\u306b\u8f09\u305b\u305a\u3001\u672a\u6574\u7406\u30d5\u30a9\u30eb\u30c0\u3078\u56de\u3057\u3066\u62c5\u5f53\u8005\u3078\u901a\u77e5\u3059\u308b |\n| \u6e2c\u5b9aCSV\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | `csv_match: not_found` \u3068\u3057\u3066\u3001\u624b\u66f8\u304d\u306e\u6e2c\u5b9a\u5024\u3060\u3051\u3067\u78ba\u5b9a\u3055\u305b\u308b |\n| \u6e2c\u5b9aCSV\u306e\u5019\u88dc\u304c\u8907\u6570\u3042\u308b | `ambiguous` \u3068\u3057\u3066\u4eba\u306b\u9078\u3070\u305b\u308b\u3002\u6642\u523b\u3067\u63a8\u5b9a\u3057\u306a\u3044 |\n| \u540c\u3058\u7528\u7d19\u3092\u4e8c\u5ea6\u30b9\u30ad\u30e3\u30f3\u3057\u305f | \u5b9f\u9a13\u756a\u53f7\u3068\u65e5\u4ed8\u3067\u91cd\u8907\u3092\u691c\u51fa\u3057\u3001\u51e6\u7406\u3092\u6b62\u3081\u308b |\n| 1\u5b9f\u9a13\u3067\u7528\u7d19\u304c\u8907\u6570\u679a | \u5b9f\u9a13\u756a\u53f7\u3067\u307e\u3068\u3081\u3066\u304b\u3089\u51e6\u7406\u3059\u308b |\n| \u69d8\u5f0f\u304c\u6539\u8a02\u3055\u308c\u305f | \u69d8\u5f0f\u5b9a\u7fa9\u306b\u7248\u3092\u6301\u305f\u305b\u3001\u7528\u7d19\u306e\u7248\u8868\u8a18\u3067\u5207\u308a\u66ff\u3048\u308b |\n| \u8a18\u9332\u7528\u7d19\u4ee5\u5916\u304c\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u305f | \u69d8\u5f0f\u306e\u898b\u51fa\u3057\u5224\u5b9a\u3067\u632f\u308a\u5206\u3051\u3001\u5225\u30d5\u30a9\u30eb\u30c0\u3078\u79fb\u3059 |\n| \u5931\u6557\u3057\u305f\u5b9f\u9a13\u306e\u8a18\u9332 | **\u5fc5\u305a\u53f0\u5e33\u306b\u8f09\u305b\u308b\u3002** \u5224\u5b9a\u6b04\u304c\u4e0d\u5408\u683c\u3067\u3082\u51e6\u7406\u3092\u6b62\u3081\u306a\u3044 |\n\n\u6700\u5f8c\u306e1\u884c\u306f\u904b\u7528\u306e\u8a71\u3067\u3059\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u4fa1\u5024\u306e\u534a\u5206\u304c\u3053\u3053\u306b\u3042\u308a\u307e\u3059\u3002**\u5931\u6557\u3092\u53f0\u5e33\u306b\u6b8b\u3059\u305f\u3081\u306b\u3001\u5931\u6557\u3057\u3066\u3082\u8a18\u9332\u7528\u7d19\u3092\u51fa\u3059\u904b\u7528\u3092\u5148\u306b\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u30b9\u30ad\u30e3\u30f3\u3057\u305f\u8a18\u9332\u7528\u7d19\u306e\u539f\u672c\u753b\u50cf\uff08\u691c\u7d22\u3067\u304d\u308b\u5f62\u3067\u4fdd\u7ba1\uff09\n- OCR\u306e\u62bd\u51fa\u7d50\u679c\uff08\u751f\u306e\u72b6\u614b\u3002`confidence` \u3068 `isHandwritten` \u3092\u542b\u3080\uff09\n- \u751f\u6210AI\u304c\u5272\u308a\u5f53\u3066\u305f\u5217\u3068\u5024\n- \u6e2c\u5b9aCSV\u3068\u306e\u7a81\u5408\u7d50\u679c\n- **\u7814\u7a76\u54e1\u304c\u4fee\u6b63\u3057\u305f\u9805\u76ee\u3068\u3001\u4fee\u6b63\u524d\u5f8c\u306e\u5024**\n- \u78ba\u5b9a\u3057\u305f\u53f0\u5e33\u884c\u3001\u78ba\u5b9a\u8005\u3001\u78ba\u5b9a\u65e5\u6642\n\n\u4fee\u6b63\u306e\u8a18\u9332\u306f\u3001\u7cbe\u5ea6\u306e\u5b9f\u6e2c\u5024\u306b\u306a\u308a\u307e\u3059\u3002\u300c\u6e29\u5ea6\u3068\u6642\u9593\u306f\u307b\u307c\u901a\u308b\u304c\u3001\u539f\u6599\u306e\u914d\u5408\u6bd4\u306f3\u5272\u4fee\u6b63\u3055\u308c\u3066\u3044\u308b\u300d\u3068\u5206\u304b\u308c\u3070\u3001\u8a18\u9332\u7528\u7d19\u306e\u914d\u5408\u6b04\u306e\u66f8\u5f0f\u3092\u6539\u3081\u308b\u3079\u304d\u3060\u3068\u5224\u65ad\u3067\u304d\u307e\u3059\u3002\n\n\u539f\u672c\u753b\u50cf\u306f\u6d88\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**\u53f0\u5e33\u306f\u539f\u672c\u306e\u5199\u3057\u3067\u3042\u3063\u3066\u3001\u539f\u672c\u306e\u4ee3\u308f\u308a\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u53f0\u5e33\u306e\u5024\u306b\u7591\u3044\u304c\u51fa\u305f\u3068\u304d\u306b\u623b\u308c\u308b\u5148\u304c\u5fc5\u8981\u3067\u3059\u3002","minimal_setup":"1. \u76f4\u8fd1\u306e\u5b9f\u9a13\u8a18\u9332\u7528\u7d19\u309220\u679a\u7528\u610f\u3059\u308b\uff08\u66f8\u3044\u305f\u4eba\u304c\u3070\u3089\u3051\u308b\u3088\u3046\u306b\u9078\u3076\uff09\n2. \u8907\u5408\u6a5f\u3067\u30b9\u30ad\u30e3\u30f3\u3057\u3066PDF\u306b\u3059\u308b\n3. Document Intelligence Studio\uff08\u753b\u9762\u3067\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u7d50\u679c\u3092\u898b\u3089\u308c\u308b\uff09\u306b1\u679a\u305a\u3064\u6295\u5165\u3059\u308b\n4. \u624b\u66f8\u304d\u306e\u6570\u5024\u304c\u6b63\u3057\u304f\u8aad\u3081\u3066\u3044\u308b\u304b\u3092\u3001\u539f\u672c\u3068\u4e26\u3079\u30661\u9805\u76ee\u305a\u3064\u78ba\u8a8d\u3059\u308b\n5. 20\u679a\u306e\u3046\u3061\u3001\u6570\u5024\u9805\u76ee\u304c\u5168\u3066\u6b63\u3057\u304f\u53d6\u308c\u305f\u306e\u304c\u4f55\u679a\u304b\u3092\u6570\u3048\u308b\n\n**\u3053\u306e\u691c\u8a3c\u3060\u3051\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u624b\u66f8\u304dOCR\u306e\u7cbe\u5ea6\u306f\u3001\u66f8\u304d\u624b\u306e\u5b57\u3068\u7528\u7d19\u306e\u69d8\u5f0f\u306b\u5f37\u304f\u4f9d\u5b58\u3057\u307e\u3059\u3002\u4ed6\u793e\u306e\u4e8b\u4f8b\u306e\u6570\u5b57\u306f\u5f53\u3066\u306b\u306a\u308a\u307e\u305b\u3093\u3002\n\n\u5224\u65ad\u306e\u76ee\u5b89\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u6570\u5024\u304c\u5168\u3066\u6b63\u3057\u304b\u3063\u305f\u679a\u6570 | \u5224\u65ad |\n|:--|:--|\n| 14\u679a\u4ee5\u4e0a\uff087\u5272\u4ee5\u4e0a\uff09 | \u81ea\u52d5\u5316\u3059\u308b\u4fa1\u5024\u304c\u3042\u308b\u3002\u78ba\u8a8d\u753b\u9762\u3092\u4f5c\u308a\u8fbc\u3081\u3070\u904b\u7528\u306b\u4e57\u308b |\n| 10\u301c13\u679a | \u8a18\u9332\u7528\u7d19\u306e\u69d8\u5f0f\u3092\u5148\u306b\u76f4\u3059\u3002\u67a0\u7dda\u4ed8\u304d\u306e\u8a18\u5165\u6b04\u306b\u3059\u308b\u3060\u3051\u3067\u4e0a\u304c\u308b\u3053\u3068\u304c\u3042\u308b |\n| 9\u679a\u4ee5\u4e0b | \u624b\u66f8\u304d\u306e\u307e\u307e\u9032\u3081\u306a\u3044\u3002\u5165\u529b\u5074\u3092\u96fb\u5b50\u5316\u3059\u308b\u691c\u8a0e\u306b\u5207\u308a\u66ff\u3048\u308b |\n\n**7\u5272\u3067\u5341\u5206\u3068\u8aad\u3081\u308b\u7406\u7531\u306f\u3001\u5168\u4ef6\u3092\u4eba\u304c\u78ba\u8a8d\u3059\u308b\u8a2d\u8a08\u3060\u304b\u3089\u3067\u3059\u3002** \u6b8b\u308a\u306e3\u5272\u306f\u78ba\u8a8d\u753b\u9762\u3067\u76f4\u305b\u3070\u3088\u304f\u3001\u305d\u308c\u3067\u3082\u6700\u521d\u304b\u3089\u6253\u3061\u8fbc\u3080\u3088\u308a\u901f\u304f\u306a\u308a\u307e\u3059\u3002\n\n\u5217\u3078\u306e\u5272\u308a\u5f53\u3066\u306f\u3001\u751f\u6210AI\u306e\u753b\u9762\u306bOCR\u306e\u7d50\u679c\u30c6\u30ad\u30b9\u30c8\u3068\u69d8\u5f0f\u5b9a\u7fa9\u3092\u8cbc\u308b\u3060\u3051\u3067\u8a66\u305b\u307e\u3059\u3002","minimal_setup_short":"OCR\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b1\u679a\u305a\u3064\u6295\u5165\u3057\u3001\u7d50\u679c\u3092\u53f0\u5e33\u3078\u5199\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u306e\u307f","semi_auto_setup":"\u30d5\u30a9\u30eb\u30c0\u76e3\u8996 \u2192 OCR \u2192 \u5217\u3078\u306e\u5272\u308a\u5f53\u3066 \u2192 \u4e2d\u9593\u30b7\u30fc\u30c8\u3078\u51fa\u529b \u2192 \u4eba\u304c\u53f0\u5e33\u3078\u53d6\u308a\u8fbc\u3080 \uff0f \u8aad\u307f\u53d6\u308a\u3068\u8ee2\u8a18","full_setup":"\u4e0a\u8a18\uff0b\u6e2c\u5b9aCSV\u306e\u7a81\u5408\uff0b\u78ba\u8a8d\u753b\u9762\uff0b\u53f0\u5e33\u3078\u306e\u767b\u9332\uff0b\u539f\u672c\u306e\u691c\u7d22\u4fdd\u7ba1 \uff0f \u78ba\u8a8d\u4ee5\u5916\u306e\u3059\u3079\u3066","level_note":"**\u534a\u81ea\u52d5\u5316\u306e\u6642\u70b9\u3067\u300115\u5206\u304c8\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u8aad\u3093\u3067\u6253\u3061\u8fbc\u3080\u5de5\u7a0b\u304c\u6d88\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u672c\u683c\u69cb\u6210\u306b\u3059\u308b\u30685\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u4e0b\u304c\u308a\u5e45\u306e\u591a\u304f\u306f\u6e2c\u5b9aCSV\u306e\u7a81\u5408\uff085\u5206\uff09\u304c\u6d88\u3048\u308b\u5206\u3067\u3059\u3002**\u78ba\u8a8d\u753b\u9762\u3068\u539f\u672c\u306e\u691c\u7d22\u4fdd\u7ba1\u3092\u4f5c\u3089\u306a\u3044\u3068\u3001\u3053\u306e5\u5206\u306f\u6d88\u3048\u307e\u305b\u3093\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u624b\u66f8\u304d\u306e\u6570\u5b57\u3092\u8aad\u307f\u9055\u3048\u308b | \u5168\u4ef6\u3092\u4eba\u304c\u78ba\u8a8d\u3059\u308b\u8a2d\u8a08\u306b\u3059\u308b\u3002`confidence` \u306e\u4f4e\u3044\u9805\u76ee\u3092\u8272\u5206\u3051\u3059\u308b |\n| \u672b\u5c3e\u306e\u30bc\u30ed\u304c\u6d88\u3048\u308b | `value_text` \u306b\u539f\u672c\u306e\u8868\u8a18\u3092\u6587\u5b57\u5217\u3067\u4fdd\u6301\u3059\u308b\u3002\u6570\u5024\u578b\u3060\u3051\u3067\u6301\u305f\u306a\u3044 |\n| \u5358\u4f4d\u304c\u305d\u308d\u308f\u306a\u3044 | \u69d8\u5f0f\u5b9a\u7fa9\u306b\u5358\u4f4d\u3092\u6301\u3061\u3001\u63db\u7b97\u5143\u3092 `converted_from` \u306b\u6b8b\u3059 |\n| \u6e2c\u5b9aCSV\u304c\u9055\u3046\u5b9f\u9a13\u306b\u7d10\u3065\u304f | \u5b9f\u9a13\u756a\u53f7\u3067\u306e\u7a81\u5408\u306e\u307f\u306b\u3059\u308b\u3002\u6642\u523b\u3067\u306e\u63a8\u5b9a\u3092\u5165\u308c\u306a\u3044 |\n| \u539f\u6599\u306e\u7565\u53f7\u304c\u30de\u30b9\u30bf\u306b\u306a\u3044 | `material_code` \u3092 null \u306b\u3057\u3066\u4eba\u3078\u56de\u3059\u3002**\u81ea\u52d5\u3067\u30de\u30b9\u30bf\u306b\u8ffd\u52a0\u3057\u306a\u3044** |\n| \u5931\u6557\u3057\u305f\u5b9f\u9a13\u304c\u53f0\u5e33\u306b\u8f09\u3089\u306a\u3044 | \u5224\u5b9a\u6b04\u304c\u4e0d\u5408\u683c\u3067\u3082\u51e6\u7406\u3092\u6b62\u3081\u306a\u3044\u3002\u904b\u7528\u3068\u3057\u3066\u7528\u7d19\u3092\u5fc5\u305a\u51fa\u3059 |\n| \u78ba\u8a8d\u753b\u9762\u304c\u4f7f\u3044\u306b\u304f\u304f\u78ba\u8a8d\u306b\u6642\u9593\u304c\u304b\u304b\u308b | \u539f\u672c\u753b\u50cf\u3068\u7d50\u679c\u3092\u5de6\u53f3\u306b\u4e26\u3079\u308b\u3002\u4f4e\u4fe1\u983c\u5ea6\u3092\u8272\u5206\u3051\u3059\u308b\u3002\u3053\u3053\u3092\u7701\u304f\u3068\u52b9\u679c\u304c\u51fa\u306a\u3044 |\n| \u69d8\u5f0f\u304c\u6539\u8a02\u3055\u308c\u3066\u8aad\u3081\u306a\u304f\u306a\u308b | \u69d8\u5f0f\u5b9a\u7fa9\u306b\u7248\u3092\u6301\u305f\u305b\u3001\u7528\u7d19\u306b\u7248\u8868\u8a18\u3092\u5370\u5237\u3059\u308b |\n| \u904e\u53bb\u306e\u7d19\u3092\u4e00\u62ec\u3067\u53d6\u308a\u8fbc\u3082\u3046\u3068\u3057\u3066\u6b62\u307e\u308b | \u65b0\u3057\u3044\u8a18\u9332\u304b\u3089\u59cb\u3081\u308b\u3002\u904e\u53bb\u5206\u306f\u5fc5\u8981\u306b\u306a\u3063\u305f\u7bc4\u56f2\u3060\u3051\u5f8c\u304b\u3089\u5165\u308c\u308b |\n| \u53f0\u5e33\u3068\u539f\u672c\u304c\u98df\u3044\u9055\u3046 | \u539f\u672c\u753b\u50cf\u3092\u6d88\u3055\u306a\u3044\u3002\u53f0\u5e33\u306e\u884c\u304b\u3089\u539f\u672c\u3092\u958b\u3051\u308b\u3088\u3046\u306b\u3059\u308b |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u958b\u767a\u4e2d\u306e\u6750\u6599\u306e\u914d\u5408\u3001\u88fd\u9020\u6761\u4ef6\u3001\u6e2c\u5b9a\u7d50\u679c\u3002**\u672a\u516c\u958b\u306e\u6280\u8853\u60c5\u5831\u3067\u3042\u308a\u3001\u591a\u304f\u306e\u5834\u5408\u306f\u55b6\u696d\u79d8\u5bc6\u306b\u5f53\u305f\u308a\u307e\u3059\u3002**\n\n1. **\u5916\u90e8AI\u3078\u306e\u5165\u529b\u53ef\u5426** \u2026 \u914d\u5408\u3068\u6761\u4ef6\u306f\u3001\u7279\u8a31\u51fa\u9858\u524d\u3067\u3042\u308c\u3070\u516c\u77e5\u306b\u3057\u3066\u306f\u306a\u3089\u306a\u3044\u60c5\u5831\u3067\u3059\u3002\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3078\u9001\u308b\u3053\u3068\u306b\u3064\u3044\u3066\u3001\u77e5\u8ca1\u90e8\u9580\u3068\u60c5\u5831\u7ba1\u7406\u898f\u7a0b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u9001\u308c\u306a\u3044\u5834\u5408\u306f\u3001**OCR\u3092\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u307e\u305f\u306f\u81ea\u793e\u30c6\u30ca\u30f3\u30c8\u5185\u306b\u9589\u3058\u305f\u69cb\u6210\u306b\u3059\u308b**\u691c\u8a0e\u304c\u5fc5\u8981\u3067\u3059\n2. **\u5b66\u7fd2\u5229\u7528** \u2026 \u5165\u529b\u3092\u5b66\u7fd2\u306b\u4f7f\u308f\u306a\u3044\u3053\u3068\u304c\u5951\u7d04\u3067\u4fdd\u8a3c\u3055\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3073\u307e\u3059\u3002\u958b\u767a\u60c5\u5831\u306f\u518d\u5229\u7528\u3055\u308c\u3066\u56f0\u308b\u60c5\u5831\u306e\u5178\u578b\u3067\u3059\n3. **\u30a2\u30af\u30bb\u30b9\u6a29\u9650** \u2026 \u53f0\u5e33\u3068\u539f\u672c\u753b\u50cf\u306e\u95b2\u89a7\u3092\u3001\u958b\u767a\u90e8\u9580\u3068\u54c1\u8cea\u7ba1\u7406\u90e8\u9580\u306b\u9650\u5b9a\u3057\u307e\u3059\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5358\u4f4d\u3067\u5206\u3051\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u53f0\u5e33\u306e\u8a2d\u8a08\u6642\u306b\u5206\u96e2\u306e\u8ef8\u3092\u6c7a\u3081\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\n4. **\u539f\u672c\u306e\u4fdd\u5168** \u2026 \u96fb\u5b50\u5316\u3057\u3066\u3082\u539f\u672c\u306e\u7d19\u3092\u7834\u68c4\u3057\u3066\u3088\u3044\u304b\u306f\u3001\u793e\u5185\u898f\u7a0b\u3068\u3001\u305d\u306e\u8a18\u9332\u304c\u4f55\u306e\u6839\u62e0\u306b\u306a\u308b\u304b\u3067\u5909\u308f\u308a\u307e\u3059\u3002**\u898f\u5236\u5bfe\u5fdc\u3084\u7279\u8a31\u306e\u5148\u767a\u660e\u306e\u8a3c\u62e0\u3068\u3057\u3066\u6271\u3046\u8a18\u9332\u306f\u3001\u7834\u68c4\u306e\u53ef\u5426\u3092\u5148\u306b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044**\n5. **\u81ea\u52d5\u5b9f\u884c\u3057\u3066\u3088\u3044\u7bc4\u56f2** \u2026 \u53f0\u5e33\u3078\u306e\u767b\u9332\u306f\u4eba\u306e\u78ba\u5b9a\u3092\u7d4c\u3066\u304b\u3089\u884c\u3044\u307e\u3059\u3002\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u305d\u306e\u307e\u307e\u53f0\u5e33\u306b\u5165\u308c\u308b\u69cb\u6210\u306b\u306f\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\n6. **\u6539\u3056\u3093\u306e\u9632\u6b62** \u2026 \u78ba\u5b9a\u5f8c\u306e\u53f0\u5e33\u884c\u3092\u5f8c\u304b\u3089\u7de8\u96c6\u3057\u305f\u5834\u5408\u3001\u8ab0\u304c\u3044\u3064\u4f55\u3092\u5909\u3048\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\u3002\u5b9f\u9a13\u30c7\u30fc\u30bf\u306f\u5f8c\u304b\u3089\u90fd\u5408\u3088\u304f\u76f4\u305b\u3066\u306f\u3044\u3051\u307e\u305b\u3093\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001\u8aa4\u3063\u305f\u6761\u4ef6\u3092\u6839\u62e0\u306b\u3057\u305f\u6b21\u306e\u5b9f\u9a13\u3001\u518d\u73fe\u3067\u304d\u306a\u3044\u7d50\u679c\u3001\u305d\u3057\u3066\u904e\u53bb\u30c7\u30fc\u30bf\u306e\u4fe1\u983c\u6027\u306e\u55aa\u5931\u3067\u3059\u3002**\u78ba\u5b9a\u8005\u3068\u78ba\u5b9a\u65e5\u6642\u306e\u30ed\u30b0\u3092\u5fc5\u305a\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002**","recommended_for":"\u5b9f\u9a13\u3084\u8a66\u4f5c\u306e\u8a18\u9332\u3092\u624b\u66f8\u304d\u306e\u30ce\u30fc\u30c8\u30fb\u8a18\u9332\u7528\u7d19\u3067\u6b8b\u3057\u3066\u3044\u3066\u3001\u6708100\u4ef6\u4ee5\u4e0a\u305f\u307e\u308b\u7d44\u7e54\u3002\u8a18\u9332\u3059\u308b\u9805\u76ee\uff08\u6761\u4ef6\u30fb\u6e2c\u5b9a\u5024\u30fb\u5224\u5b9a\uff09\u304c\u304a\u304a\u3080\u306d\u6c7a\u307e\u3063\u3066\u3044\u308b\u3053\u3068\u3002\u904e\u53bb\u306e\u5b9f\u9a13\u6761\u4ef6\u3092\u63a2\u3057\u76f4\u3059\u5834\u9762\u304c\u5b9f\u969b\u306b\u767a\u751f\u3057\u3066\u3044\u308b\u3053\u3068\u3002\u6e2c\u5b9a\u6a5f\u306e\u30c7\u30fc\u30bf\u3092CSV\u306a\u3069\u3067\u53d6\u308a\u51fa\u305b\u308b\u3053\u3068\u3002","not_recommended_for":"\u3059\u3067\u306b\u96fb\u5b50\u5b9f\u9a13\u30ce\u30fc\u30c8\u3092\u5c0e\u5165\u3057\u3066\u5168\u54e1\u304c\u5165\u529b\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u8a18\u9332\u306e\u69d8\u5f0f\u304c\u62c5\u5f53\u8005\u3054\u3068\u306b\u3070\u3089\u3070\u3089\u3067\u3001\u4f55\u3092\u66f8\u304f\u304b\u3082\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u5834\u5408\uff08\u5148\u306b\u69d8\u5f0f\u3092\u6c7a\u3081\u308b\u307b\u3046\u304c\u52b9\u679c\u304c\u5927\u304d\u3044\uff09\u3002\u670810\u4ef6\u7a0b\u5ea6\u3067\u3001\u62c5\u5f53\u8005\u304c\u5168\u90e8\u899a\u3048\u3066\u3044\u308b\u898f\u6a21\u3002\u898f\u5236\u5bfe\u5fdc\u306e\u305f\u3081\u306b\u8a18\u9332\u306e\u5b8c\u5168\u6027\u304c\u53b3\u5bc6\u306b\u6c42\u3081\u3089\u308c\u3001\u539f\u672c\u306e\u96fb\u5b50\u5316\u305d\u306e\u3082\u306e\u306b\u76e3\u67fb\u4e0a\u306e\u8981\u4ef6\u304c\u304b\u304b\u308b\u696d\u52d9\u3002","first_step":"**1\u9031\u76ee\uff1a\u624b\u66f8\u304dOCR\u306e\u7cbe\u5ea6\u3092\u6e2c\u308b**\n\n\u76f4\u8fd1\u306e\u8a18\u9332\u7528\u7d1920\u679a\uff08\u66f8\u3044\u305f\u4eba\u304c\u3070\u3089\u3051\u308b\u3088\u3046\u306b\u9078\u3076\uff09\u3092\u3001OCR\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u304b\u3089\u8aad\u307e\u305b\u3001\u6570\u5024\u9805\u76ee\u306e\u7cbe\u5ea6\u3092\u6e2c\u308a\u307e\u3059\u3002**\u3053\u306e\u7d50\u679c\u3067\u5c0e\u5165\u53ef\u5426\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002** 7\u5272\u4ee5\u4e0a\u53d6\u308c\u308b\u306a\u3089\u9032\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a\u69d8\u5f0f\u5b9a\u7fa9\u3092\u4f5c\u308b**\n\n\u8a18\u9332\u7528\u7d19\u306e\u6b04\u3092\u3001\u5217\u540d\u30fb\u5358\u4f4d\u30fb\u53d6\u308a\u3046\u308b\u7bc4\u56f2\u306e\u8868\u306b\u66f8\u304d\u8d77\u3053\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u300c\u305d\u3082\u305d\u3082\u4eba\u306b\u3088\u3063\u3066\u66f8\u304f\u5834\u6240\u304c\u9055\u3046\u6b04\u300d\u304c\u898b\u3064\u304b\u308a\u307e\u3059\u3002**\u305d\u306e\u6b04\u306f\u3001AI\u3092\u5165\u308c\u308b\u524d\u306b\u69d8\u5f0f\u3092\u76f4\u3059\u307b\u3046\u304c\u65e9\u304f\u52b9\u304d\u307e\u3059\u3002**\n\n**3\u301c4\u9031\u76ee\uff1a\u534a\u81ea\u52d5\u5316\u3092\u4f5c\u308b**\n\n\u30d5\u30a9\u30eb\u30c0\u76e3\u8996\u304b\u3089OCR\u3001\u5217\u3078\u306e\u5272\u308a\u5f53\u3066\u3001\u4e2d\u9593\u30b7\u30fc\u30c8\u3078\u306e\u51fa\u529b\u307e\u3067\u3092\u4f5c\u308a\u3001\u7814\u7a76\u54e12\u540d\u304c2\u9031\u9593\u4f7f\u3044\u307e\u3059\u300215\u5206\u304c\u4f55\u5206\u306b\u306a\u308b\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002\u6e2c\u5b9aCSV\u306e\u7a81\u5408\u306f\u307e\u3060\u4f5c\u308a\u307e\u305b\u3093\u3002\n\n**2\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u524a\u6e1b\u52b9\u679c\u304c\u78ba\u8a8d\u3067\u304d\u305f\u3089\u3001\u78ba\u8a8d\u753b\u9762\u3068\u6e2c\u5b9aCSV\u306e\u7a81\u5408\u3001\u53f0\u5e33\u3078\u306e\u767b\u9332\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002\u4e26\u884c\u3057\u3066\u3001\u914d\u5408\u3068\u6761\u4ef6\u3092\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3078\u9001\u3063\u3066\u3088\u3044\u304b\u3092\u77e5\u8ca1\u90e8\u9580\u306b\u78ba\u8a8d\u3057\u3001\u5fc5\u8981\u306a\u3089\u69cb\u6210\u3092\u9589\u3058\u305f\u5f62\u3078\u5909\u66f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n---","related_usecases":["UC-0016","UC-0030","UC-0022","UC-0028"],"related_articles":[{"id":7597,"slug":"ai-ocr-kami-data-ka","title":"AI-OCR\u3067\u7d19\u306e\u66f8\u985e\u3092\u30c7\u30fc\u30bf\u306b\u3059\u308b5\u6761\u4ef6\uff5c\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u306e\u6c7a\u307e\u308a\u65b9"},{"id":4379,"slug":"marketing-shisan-daicho","title":"\u30de\u30fc\u30b1\u306e\u8cc7\u7523\u53f0\u5e33\u3068\u306f\u4f55\u304b\uff1f\uff5c\u62c5\u5f53\u4ea4\u4ee3\u3067\u3082\u6b62\u3081\u306a\u3044\u904b\u7528"},{"id":8995,"slug":"kojin-data-shozai-daicho","title":"\u500b\u4eba\u30c7\u30fc\u30bf\u306e\u7f6e\u304d\u5834\u6240\u3092\u6d17\u3044\u51fa\u30595\u5de5\u7a0b\uff5cAI\u306b\u6e21\u3059\u524d\u306b\u4f5c\u308b\u53f0\u5e33"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Azure AI Document Intelligence \u306e prebuilt-read \u304c\u3001PDF\u30fb\u30b9\u30ad\u30e3\u30f3\u753b\u50cf\u304b\u3089\u6d3b\u5b57\u3068\u624b\u66f8\u304d\u306e\u4e21\u65b9\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u3002\u5358\u8a9e\u3054\u3068\u306b `confidence` \u3092\u8fd4\u3057\u3001`styles` \u306b\u884c\u304c\u624b\u66f8\u304d\u304b\u3069\u3046\u304b\u3092\u793a\u3059 `isHandwritten` \u3068\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\u3053\u3068\u3002PDF\u30fbTIFF\u306f2,000\u30da\u30fc\u30b8\u307e\u3067\u3001\u6709\u6599\uff08S0\uff09\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30a4\u30ba\u4e0a\u9650\u306f500MB\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u30ed\u30c3\u30af\u3055\u308c\u305fPDF\u306f\u4e8b\u524d\u89e3\u9664\u304c\u5fc5\u8981 | [Microsoft Learn: Read model](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/document-intelligence\/prebuilt\/read) | 2026-09-11 |\n| \u624b\u66f8\u304d\u30c6\u30ad\u30b9\u30c8\u306e\u62bd\u51fa\u306b\u5bfe\u5fdc\u3059\u308b\u8a00\u8a9e\u304c\u3001v4.0\u3067\u82f1\u8a9e\u30fb\u65e5\u672c\u8a9e\u30fb\u7c21\u4f53\u5b57\u4e2d\u56fd\u8a9e\u30fb\u97d3\u56fd\u8a9e\u30fb\u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u30fb\u30a4\u30bf\u30ea\u30a2\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u30fb\u30b9\u30da\u30a4\u30f3\u8a9e\u30fb\u30ed\u30b7\u30a2\u8a9e\u30fb\u30bf\u30a4\u8a9e\u30fb\u30a2\u30e9\u30d3\u30a2\u8a9e\u3067\u3042\u308b\u3053\u3068\uff08\u65e5\u672c\u8a9e\u306e\u624b\u66f8\u304d\u304c\u5bfe\u8c61\u306b\u542b\u307e\u308c\u308b\u3053\u3068\uff09 | [Microsoft Learn: Language support for Read and Layout](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/document-intelligence\/language-support\/ocr) | 2026-09-11 |\n| \u69cb\u9020\u5316\u51fa\u529b\u304c `output_config.format` \u306b `type: json_schema` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\u3059\u308b\u5f62\u3067\u3042\u308b\u3053\u3068\u3002`minimum` `maximum` \u7b49\u306e\u6570\u5024\u306e\u5236\u7d04\u306f\u672a\u5bfe\u5fdc\u3067\u3001\u7bc4\u56f2\u306e\u691c\u67fb\u306f\u53d7\u3051\u53d6\u308a\u5074\u3067\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-09-11 |\n| Claude API \u304cPDF\u3092\u76f4\u63a5\u53d7\u3051\u53d6\u308a\u3001\u672c\u6587\u30fb\u56f3\u30fb\u8868\u3092\u8aad\u3081\u308b\u3053\u3068\u3002\u30ea\u30af\u30a8\u30b9\u30c8\u5168\u4f53\u306732MB\u307e\u3067\u30011\u30ea\u30af\u30a8\u30b9\u30c8\u3042\u305f\u308a600\u30da\u30fc\u30b8\u307e\u3067\uff08\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u304c1M\u30c8\u30fc\u30af\u30f3\u672a\u6e80\u306e\u5834\u5408\u306f100\u30da\u30fc\u30b8\u307e\u3067\uff09 | [Claude Docs: PDF support](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/pdf-support) | 2026-09-11 |\n\n\u96fb\u5b50\u5b9f\u9a13\u30ce\u30fc\u30c8\u88fd\u54c1\u3078\u306eAPI\u9023\u643a\u306e\u53ef\u5426\u306f\u88fd\u54c1\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002**\u3053\u306e\u90e8\u5206\u306f\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002** \u8a18\u9332\u306e\u539f\u672c\u3092\u7d19\u3067\u4fdd\u5b58\u3057\u7d9a\u3051\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u793e\u5185\u898f\u7a0b\u3068\u3001\u305d\u306e\u8a18\u9332\u304c\u4f55\u306e\u6839\u62e0\u306b\u306a\u308b\u304b\u306b\u3088\u3063\u3066\u5909\u308f\u308a\u307e\u3059\u3002\u77e5\u8ca1\u90e8\u9580\u304a\u3088\u3073\u54c1\u8cea\u4fdd\u8a3c\u90e8\u9580\u306b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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