{"id":11334,"date":"2026-09-17T09:42:27","date_gmt":"2026-09-17T00:42:27","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/inbound-inspection-photo-claim\/"},"modified":"2026-09-17T09:42:27","modified_gmt":"2026-09-17T00:42:27","slug":"inbound-inspection-photo-claim","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/inbound-inspection-photo-claim\/","title":{"rendered":"\u5165\u8377\u3057\u305f\u8ca8\u7269\u306e\u7834\u640d\u3068\u54e1\u6570\u9055\u3044\u3092\u5199\u771f\u3067\u8a18\u9332\u3057\u3066\u3001\u904b\u9001\u4f1a\u793e\u3078\u306e\u7533\u3057\u7acb\u3066\u8cc7\u6599\u3092\u4f5c\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u5165\u8377\u3057\u305f\u8ca8\u7269\u3092\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u64ae\u3063\u305f\u5199\u771f\u3092\u5165\u529b\u306b\u3001\u5916\u88c5\u306e\u7834\u640d\u3001\u8377\u5d29\u308c\u3001\u8377\u672d\u306e\u8a18\u8f09\u3001\u500b\u53e3\u6570\u3092\u8aad\u307f\u53d6\u308a\u3001\u691c\u54c1\u8a18\u9332\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308a\u307e\u3059\u3002\u7570\u5e38\u304c\u3042\u308c\u3070\u904b\u9001\u4f1a\u793e\u3078\u306e\u7533\u3057\u7acb\u3066\u6587\u3082\u540c\u6642\u306b\u7528\u610f\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0106","platform_main":"Power Automate","publish_date":"","last_updated":"2026-09-17","tech_verified_date":"2026-09-17","trigger":"**SharePoint\u306e\u5165\u8377\u30d5\u30a9\u30eb\u30c0\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u6210\u3055\u308c\u305f\u3053\u3068**\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002Power Automate \u306e SharePoint \u30b3\u30cd\u30af\u30bf\u306b\u306f\u300c\u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u6210\u3055\u308c\u305f\u3068\u304d\u300d\u30c8\u30ea\u30ac\u30fc\u304c\u6a19\u6e96\u3067\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n\u64ae\u5f71\u304b\u3089\u4fdd\u5b58\u307e\u3067\u306f\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306eSharePoint\u30a2\u30d7\u30ea\u3067\u30d5\u30a9\u30eb\u30c0\u3092\u958b\u3044\u3066\u64ae\u308b\u904b\u7528\u306b\u3057\u307e\u3059\u3002**\u9001\u308a\u72b6\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u5148\u306b\u4f5c\u308a\u3001\u305d\u3053\u306b\u64ae\u308b**\u306e\u304c\u8981\u70b9\u3067\u3059\u3002\u3042\u3068\u304b\u3089\u30d5\u30a1\u30a4\u30eb\u540d\u3067\u7d10\u3065\u3051\u3088\u3046\u3068\u3059\u308b\u3068\u3001\u5fc5\u305a\u53d6\u308a\u9055\u3048\u304c\u8d77\u304d\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5165\u8377\u5199\u771f | 1\u7d0d\u54c1\u306b\u3064\u304d3\u679a\u4ee5\u4e0a\uff08\u8377\u59ff\u5168\u4f53\u30fb\u8377\u672d\u30fb\u6c17\u306b\u306a\u308b\u7b87\u6240\uff09 | SharePoint |\n| \u5165\u8377\u4e88\u5b9a | \u767a\u6ce8\u756a\u53f7\u3001\u4ed5\u5165\u5148\u3001\u4e88\u5b9a\u500b\u53e3\u6570\u3001\u4e88\u5b9a\u65e5 | WMS |\n| \u9001\u308a\u72b6\u60c5\u5831 | \u9001\u308a\u72b6\u756a\u53f7\u3001\u904b\u9001\u4f1a\u793e\u3001\u500b\u53e3\u6570 | \u8377\u672d\u306eOCR\u7d50\u679c |\n| \u904e\u53bb\u306e\u7570\u5e38\u8a18\u9332 | \u4ed5\u5165\u5148\u5225\u30fb\u904b\u9001\u4f1a\u793e\u5225\u306e\u7570\u5e38\u306e\u5c65\u6b74 | \u691c\u54c1\u53f0\u5e33 |","data_source":"**\u8377\u672d\u306e\u8aad\u307f\u53d6\u308a\uff1a** Azure AI Document Intelligence \u306e read \u30e2\u30c7\u30eb\u306b\u30d5\u30a1\u30a4\u30eb\u3092\u6e21\u3057\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u5370\u5237\u6587\u5b57\u3068\u624b\u66f8\u304d\u6587\u5b57\u3092\u884c\u3068\u5358\u8a9e\u3068\u3057\u3066\u62bd\u51fa\u3057\u3001\u5358\u8a9e\u3054\u3068\u306b\u4f4d\u7f6e\uff08\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dd\u30ea\u30b4\u30f3\uff09\u3068\u78ba\u4fe1\u5ea6\u3092\u8fd4\u3057\u307e\u3059\u3002\u753b\u50cf\u306e\u5bf8\u6cd5\u306f50\u00d750\u30d4\u30af\u30bb\u30eb\u304b\u308910,000\u00d710,000\u30d4\u30af\u30bb\u30eb\u306e\u7bc4\u56f2\u3067\u6271\u3048\u307e\u3059\u3002\n\n**\u5199\u771f\u306e\u5224\u5b9a\uff1a** Claude API \u306b\u753b\u50cf\u3092\u6e21\u3057\u307e\u3059\u3002\u753b\u50cf\u306fbase64\u3001URL\u3001Files API\u306efile_id\u306e\u3044\u305a\u308c\u3067\u3082\u6e21\u305b\u307e\u3059\u30021\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u8907\u6570\u679a\u3092\u542b\u3081\u3089\u308c\u308b\u305f\u3081\u3001**\u540c\u3058\u7d0d\u54c1\u306e3\u679a\u3092\u307e\u3068\u3081\u30661\u56de\u3067\u898b\u305b\u307e\u3059\u3002** \u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u753b\u50cf\u306f\u30c6\u30ad\u30b9\u30c8\u3088\u308a\u524d\u306b\u7f6e\u304f\u307b\u3046\u304c\u7d50\u679c\u304c\u3088\u3044\u3068\u3055\u308c\u3066\u304a\u308a\u3001\u8907\u6570\u679a\u306e\u3068\u304d\u306f\u300cImage 1:\u300d\u306e\u3088\u3046\u306a\u77ed\u3044\u30e9\u30d9\u30eb\u3092\u5404\u753b\u50cf\u306e\u524d\u306b\u5165\u308c\u3066\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u5074\u304b\u3089\u547c\u3079\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n**\u5165\u8377\u4e88\u5b9a\uff1a** WMS\u306eAPI\u3001\u307e\u305f\u306f\u65e5\u6b21\u3067\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u305f\u4e88\u5b9a\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3057\u307e\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u9023\u643a\u306f\u5fc5\u9808\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002","preprocessing":"1. **\u753b\u50cf\u306e\u7e2e\u5c0f** \u2026 \u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u5199\u771f\u306f\u305d\u306e\u307e\u307e\u3060\u3068\u5927\u304d\u3059\u304e\u307e\u3059\u3002Claude API \u3067\u306f1\u30ea\u30af\u30a8\u30b9\u30c8\u306b20\u679a\u3092\u8d85\u3048\u308b\u753b\u50cf\u3092\u542b\u3081\u308b\u3068\u5404\u753b\u50cf\u306e\u5bf8\u6cd5\u4e0a\u9650\u304c\u53b3\u3057\u304f\u306a\u308b\u305f\u3081\u3001**\u9577\u8fba2,000\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0b\u306b\u7e2e\u3081\u308b**\u904b\u7528\u306b\u3057\u3066\u304a\u304f\u3068\u3001\u679a\u6570\u304c\u5897\u3048\u3066\u3082\u5f15\u3063\u304b\u304b\u308a\u307e\u305b\u3093\n2. **\u5411\u304d\u306e\u88dc\u6b63** \u2026 \u6a2a\u6301\u3061\u3067\u64ae\u3063\u305f\u5199\u771f\u304c\u56de\u8ee2\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002Exif\u306e\u5411\u304d\u60c5\u5831\u306b\u5f93\u3063\u3066\u56de\u8ee2\u3055\u305b\u307e\u3059\n3. **\u6697\u3044\u5199\u771f\u306e\u9664\u5916** \u2026 \u5009\u5eab\u306e\u5965\u3067\u64ae\u308b\u3068\u771f\u3063\u6697\u306b\u306a\u308a\u307e\u3059\u3002\u660e\u308b\u3055\u304c\u4e00\u5b9a\u4ee5\u4e0b\u306e\u5199\u771f\u306f\u64ae\u308a\u76f4\u3057\u3092\u4fc3\u3057\u3001AI\u306b\u6e21\u3057\u307e\u305b\u3093\n4. **\u540c\u4e00\u7d0d\u54c1\u306e\u307e\u3068\u3081** \u2026 \u9001\u308a\u72b6\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0\u5358\u4f4d\u30671\u56de\u306e\u51e6\u7406\u306b\u3057\u307e\u3059\u30021\u679a\u305a\u3064\u51e6\u7406\u3059\u308b\u3068\u3001\u500b\u53e3\u6570\u306e\u30ab\u30a6\u30f3\u30c8\u304c\u3067\u304d\u307e\u305b\u3093","ai_processing":"OCR\u3068\u751f\u6210AI\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**OCR\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u8377\u672d\u3068\u9001\u308a\u72b6\u306e\u6587\u5b57\u306e\u8aad\u307f\u53d6\u308a\u3002\u9001\u308a\u72b6\u756a\u53f7\u3001\u4ed5\u5165\u5148\u540d\u3001\u500b\u53e3\u6570\u306e\u6570\u5b57\u3002\u3053\u3053\u306f\u751f\u6210AI\u306b\u3055\u305b\u307e\u305b\u3093\u3002\u6570\u5b57\u306e\u8aad\u307f\u53d6\u308a\u306f\u5c02\u7528\u30e2\u30c7\u30eb\u306e\u307b\u3046\u304c\u5b89\u5b9a\u3057\u307e\u3059\u3002\n\n**\u751f\u6210AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u5916\u88c5\u306e\u72b6\u614b\u5224\u5b9a | \u7834\u308c\u3001\u3078\u3053\u307f\u3001\u6fe1\u308c\u3001\u30c6\u30fc\u30d7\u306e\u5265\u304c\u308c\u3001\u8377\u5d29\u308c\u304c\u3042\u308b\u304b\u3092\u5199\u771f\u304b\u3089\u5224\u5b9a\u3059\u308b |\n| \u500b\u53e3\u6570\u306e\u76ee\u8996\u30ab\u30a6\u30f3\u30c8 | \u8377\u59ff\u5168\u4f53\u306e\u5199\u771f\u306b\u5199\u3063\u3066\u3044\u308b\u30b1\u30fc\u30b9\u306e\u6570\u3092\u6570\u3048\u308b |\n| \u8a18\u9332\u6587\u306e\u751f\u6210 | \u300c\u6bb5\u30dc\u30fc\u30eb\u4e0a\u9762\u306b10\u30bb\u30f3\u30c1\u7a0b\u5ea6\u306e\u7834\u308c\u3002\u5185\u5bb9\u7269\u306e\u9732\u51fa\u306a\u3057\u300d\u306e\u3088\u3046\u306a\u8a18\u9332\u6587\u3092\u4f5c\u308b |\n| \u7533\u3057\u7acb\u3066\u6587\u306e\u4e0b\u66f8\u304d | \u904b\u9001\u4f1a\u793e\u3078\u9001\u308b\u9023\u7d61\u6587\u3092\u3001\u9001\u308a\u72b6\u756a\u53f7\u3068\u72b6\u6cc1\u3092\u5165\u308c\u3066\u4f5c\u308b |","prompt_example":"```\n\u3042\u306a\u305f\u306f\u5165\u8377\u691c\u54c1\u306e\u8a18\u9332\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u540c\u3058\u7d0d\u54c1\u3092\u64ae\u3063\u305f\u8907\u6570\u306e\u5199\u771f\u3092\u898b\u3066\u3001\u5916\u88c5\u306e\u72b6\u614b\u3092\u8a18\u9332\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5199\u771f\u306b\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u304a\u305d\u3089\u304f\u5185\u90e8\u3082\u7834\u640d\u3057\u3066\u3044\u308b\u300d\u306e\u3088\u3046\u306a\u63a8\u6e2c\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u500b\u53e3\u6570\u306f\u6570\u3048\u305f\u6570\u3092\u305d\u306e\u307e\u307e\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u91cd\u306a\u3063\u3066\u898b\u3048\u306a\u3044\u7b87\u6240\u304c\u3042\u308b\u3068\u304d\u306f\u3001count_confidence \u3092 low \u306b\u3057\u3001\n  note \u306b\u300c\u5965\u304c\u898b\u3048\u306a\u3044\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7834\u640d\u306e\u6709\u7121\u3092\u5224\u65ad\u3067\u304d\u306a\u3044\u5199\u771f\u306f\u3001damage \u3092 \"unknown\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u554f\u984c\u306a\u3057\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8377\u672d\u306e\u6587\u5b57\u306f\u3001OCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u305d\u306e\u307e\u307e\u5f15\u304d\u7d99\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5199\u771f\u304b\u3089\u8aad\u307f\u76f4\u3057\u3066\u66f8\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4eba\u304c\u5199\u308a\u8fbc\u3093\u3067\u3044\u3066\u3082\u3001\u4eba\u306b\u3064\u3044\u3066\u306f\u4f55\u3082\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010OCR\u3067\u8aad\u307f\u53d6\u3063\u305f\u8377\u672d\u3011\n{ocr_result}\n\n\u3010WMS\u306e\u5165\u8377\u4e88\u5b9a\u3011\n{expected_delivery}\n\n\u3010\u3053\u306e\u4ed5\u5165\u5148\u306e\u904e\u53bb\u306e\u7570\u5e38\u8a18\u9332\uff08\u76f4\u8fd112\u304b\u6708\uff09\u3011\n{past_incidents}\n```\n\n**\u300c\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u3060\u3051\u3092\u66f8\u304f\u300d\u306e1\u884c\u304c\u91cd\u8981\u3067\u3059\u3002** \u7834\u640d\u306e\u5199\u771f\u3092\u898b\u305b\u308b\u3068\u3001\u751f\u6210AI\u306f\u5185\u5bb9\u7269\u306e\u72b6\u614b\u307e\u3067\u63a8\u6e2c\u3057\u3066\u66f8\u304d\u307e\u3059\u3002\u7533\u3057\u7acb\u3066\u6587\u306b\u305d\u306e\u63a8\u6e2c\u304c\u6df7\u3056\u308b\u3068\u3001\u4e8b\u5b9f\u3068\u9055\u3046\u4e3b\u5f35\u3092\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002","output_data":"```json\n{\n  \"waybill_no\": \"\",\n  \"supplier_name\": \"\",\n  \"carrier\": \"\",\n  \"expected_packages\": 0,\n  \"counted_packages\": 0,\n  \"count_confidence\": \"high | medium | low\",\n  \"damage\": \"none | found | unknown\",\n  \"damage_items\": [\n    {\n      \"part\": \"\",\n      \"description\": \"\",\n      \"photo_file\": \"\",\n      \"severity\": \"low | medium | high\"\n    }\n  ],\n  \"package_count_match\": \"matched | mismatched | unknown\",\n  \"label_issue\": \"\",\n  \"needs_review\": [],\n  \"note\": \"\"\n}\n```\n\n\u500b\u53e3\u6570\u306f\u6587\u5b57\u5217\u3067\u306a\u304f\u6570\u5024\u3067\u8fd4\u3055\u305b\u307e\u3059\u3002\u6587\u5b57\u5217\u306b\u3059\u308b\u3068\u300c6\u500b\u300d\u306e\u3088\u3046\u306b\u5358\u4f4d\u3064\u304d\u3067\u8fd4\u308a\u3001\u5f8c\u6bb5\u306e\u7a81\u5408\u3067\u58ca\u308c\u307e\u3059\u3002","integration_systems":"\u78ba\u5b9a\u5f8c\u3001\u691c\u54c1\u53f0\u5e33\u306b\u767b\u9332\u3057\u307e\u3059\u3002\u9023\u643a\u65b9\u6cd5\u306fWMS\u306b\u3088\u3063\u30663\u901a\u308a\u3042\u308a\u307e\u3059\u3002\n\n| \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|\n| API\u9023\u643a | WMS\u304cAPI\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308c\u3070\u3001\u78ba\u5b9a\u3068\u540c\u6642\u306b\u5165\u8377\u5b9f\u7e3e\u3092\u66f4\u65b0\u3059\u308b |\n| \u30d5\u30a1\u30a4\u30eb\u53d6\u8fbc | \u6240\u5b9a\u306eCSV\u5f62\u5f0f\u3067\u66f8\u304d\u51fa\u3057\u3001WMS\u306e\u53d6\u8fbc\u6a5f\u80fd\u3067\u8aad\u307e\u305b\u308b |\n| \u53f0\u5e33\u306e\u307f | WMS\u306f\u5f93\u6765\u3069\u304a\u308a\u624b\u3067\u5165\u529b\u3057\u3001\u8a18\u9332\u3068\u5199\u771f\u3060\u3051\u3092\u5225\u53f0\u5e33\u3067\u6301\u3064 |\n\n**\u307e\u305a\u306f3\u3064\u3081\u3067\u59cb\u3081\u308b\u306e\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002** \u5199\u771f\u3068\u8a18\u9332\u304c\u3064\u306a\u304c\u308b\u3060\u3051\u3067\u3001\u7533\u3057\u7acb\u3066\u306e\u6839\u62e0\u306f\u63c3\u3044\u307e\u3059\u3002WMS\u3068\u306e\u9023\u643a\u306f\u52b9\u679c\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u3067\u9593\u306b\u5408\u3044\u307e\u3059\u3002\n\n\u7570\u5e38\u3042\u308a\u3068\u78ba\u5b9a\u3057\u305f\u3082\u306e\u306f\u3001\u904b\u9001\u4f1a\u793e\u306e\u62c5\u5f53\u8005\u3078\u306e\u30e1\u30fc\u30eb\u3092\u4e0b\u66f8\u304d\u3057\u307e\u3059\u3002**\u81ea\u52d5\u9001\u4fe1\u306f\u3057\u307e\u305b\u3093\u3002** \u7533\u3057\u7acb\u3066\u306f\u53d6\u5f15\u5148\u3068\u306e\u4ea4\u6e09\u306e\u5165\u53e3\u306a\u306e\u3067\u3001\u6587\u9762\u306f\u5fc5\u305a\u4eba\u304c\u898b\u3066\u304b\u3089\u51fa\u3057\u307e\u3059\u3002","human_review":"**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u5b9a\u3057\u307e\u3059\u3002**\n\n\u7406\u7531\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u3072\u3068\u3064\u306f\u3001\u7834\u640d\u306e\u6709\u7121\u304c\u652f\u6255\u3044\u3084\u8fd4\u54c1\u306b\u3064\u306a\u304c\u308b\u5224\u65ad\u3060\u304b\u3089\u3067\u3059\u3002\u3082\u3046\u3072\u3068\u3064\u306f\u3001\u5199\u771f\u306b\u5199\u3089\u306a\u3044\u7570\u5e38\uff08\u5185\u90e8\u306e\u7834\u640d\u3001\u306b\u304a\u3044\u3001\u6e29\u5ea6\uff09\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002**AI\u306f\u5199\u771f\u306b\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u3057\u304b\u898b\u3066\u3044\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**\u5199\u771f\u3068\u5224\u5b9a\u7d50\u679c\u3092\u5de6\u53f3\u306b\u4e26\u3079\u3066\u8868\u793a**\u3059\u308b\n- `count_confidence` \u304c low\u3001`damage` \u304c unknown \u306e\u3082\u306e\u3092\u5148\u982d\u306b\u4e26\u3079\u308b\n- \u4e88\u5b9a\u500b\u53e3\u6570\u3068\u6570\u3048\u305f\u500b\u53e3\u6570\u304c\u4e00\u81f4\u3057\u305f\u3082\u306e\u306f\u3001\u305d\u306e\u65e8\u3092\u5927\u304d\u304f\u8868\u793a\u3059\u308b\n- \u7570\u5e38\u306a\u3057\u306e\u3082\u306e\u306f\u30011\u30bf\u30c3\u30d7\u3067\u78ba\u5b9a\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\n\n\u6708900\u4ef6\u306e\u3046\u3061\u3001\u7570\u5e38\u306f\u670840\u4ef6\u524d\u5f8c\u3067\u3059\u3002**860\u4ef6\u3092\u901f\u304f\u6d41\u305b\u308b\u4f5c\u308a\u306b\u3057\u306a\u3044\u3068\u3001\u524a\u6e1b\u52b9\u679c\u304c\u51fa\u307e\u305b\u3093\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u8377\u672d\u304c\u6c5a\u308c\u3066\u8aad\u3081\u306a\u3044 | OCR\u306e\u78ba\u4fe1\u5ea6\u304c\u4f4e\u3044\u3082\u306e\u306f `needs_review` \u306b\u5165\u308c\u308b\u3002\u63a8\u6e2c\u3067\u9001\u308a\u72b6\u756a\u53f7\u3092\u57cb\u3081\u306a\u3044 |\n| \u5199\u771f\u304c\u6697\u3044\u30fb\u3076\u308c\u3066\u3044\u308b | \u524d\u51e6\u7406\u3067\u306f\u3058\u304d\u3001\u305d\u306e\u5834\u3067\u64ae\u308a\u76f4\u3057\u3092\u4fc3\u3059 |\n| \u500b\u53e3\u6570\u304c\u591a\u304f\u3066\u6570\u3048\u304d\u308c\u306a\u3044 | `count_confidence: low` \u3092\u8fd4\u3057\u3001\u4eba\u304c\u6570\u3048\u308b\u3002\u30d1\u30ec\u30c3\u30c8\u5358\u4f4d\u306e\u5165\u8377\u306f\u6700\u521d\u304b\u3089\u5bfe\u8c61\u5916\u306b\u3059\u308b |\n| \u8377\u59ff\u306e\u5199\u771f\u3092\u64ae\u308a\u5fd8\u308c\u305f | \u8377\u672d\u3060\u3051\u3067\u3082\u8a18\u9332\u306f\u4f5c\u308b\u3002\u500b\u53e3\u6570\u306e\u7a81\u5408\u306f\u300cunknown\u300d\u306b\u3059\u308b |\n| \u540c\u3058\u9001\u308a\u72b6\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0\u304c\u4e8c\u91cd\u306b\u3067\u304d\u305f | \u9001\u308a\u72b6\u756a\u53f7\u3067\u65e2\u5b58\u306e\u8a18\u9332\u3092\u7167\u5408\u3057\u3001\u91cd\u8907\u306a\u3089\u51e6\u7406\u3092\u6b62\u3081\u3066\u901a\u77e5\u3059\u308b |\n| \u7834\u640d\u304c\u5fae\u5999\u3067\u5224\u65ad\u304c\u3064\u304b\u306a\u3044 | `damage: unknown` \u3092\u8fd4\u3059\u3002**\u300cnone\u300d\u306b\u5012\u3055\u306a\u3044** |\n| \u901a\u4fe1\u304c\u5c4a\u304b\u306a\u3044\u5009\u5eab\u306e\u5965 | \u7aef\u672b\u306b\u3044\u3063\u305f\u3093\u4fdd\u5b58\u3057\u3001\u96fb\u6ce2\u306e\u5c4a\u304f\u5834\u6240\u3067\u540c\u671f\u3059\u308b\u904b\u7528\u306b\u3059\u308b |\n| \u904b\u9001\u4f1a\u793e\u304b\u3089\u53cd\u8ad6\u304c\u3042\u3063\u305f | \u5199\u771f\u306e\u64ae\u5f71\u65e5\u6642\u3068\u4fdd\u5b58\u30ed\u30b0\u3092\u63d0\u793a\u3059\u308b\u3002\u3053\u3053\u3067\u8a18\u9332\u306e\u4fa1\u5024\u304c\u51fa\u308b |","log_storage":"- \u5165\u8377\u5199\u771f\u306e\u539f\u672c\uff08\u9001\u308a\u72b6\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u3001\u64ae\u5f71\u65e5\u6642\u306e\u307e\u307e\uff09\n- OCR\u306e\u62bd\u51fa\u7d50\u679c\uff08\u751f\u306e\u72b6\u614b\uff09\n- \u751f\u6210AI\u306e\u5224\u5b9a\u7d50\u679c\u3068 `count_confidence`\n- \u78ba\u5b9a\u3057\u305f\u62c5\u5f53\u8005\u3068\u78ba\u5b9a\u65e5\u6642\n- **\u4eba\u304c\u4fee\u6b63\u3057\u305f\u9805\u76ee\u3068\u3001\u4fee\u6b63\u524d\u5f8c\u306e\u5024**\n\n\u6700\u5f8c\u306e\u9805\u76ee\u304c\u7cbe\u5ea6\u306e\u5b9f\u6e2c\u5024\u306b\u306a\u308a\u307e\u3059\u3002\u300c\u500b\u53e3\u6570\u306f\u305d\u306e\u307e\u307e\u901a\u308b\u304c\u3001\u7834\u640d\u306e\u5224\u5b9a\u306f4\u5272\u304c\u4fee\u6b63\u3055\u308c\u3066\u3044\u308b\u300d\u3068\u5206\u304b\u308c\u3070\u3001\u3069\u3053\u3092\u76f4\u3059\u3079\u304d\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002\n\n\u5199\u771f\u306e\u4fdd\u5b58\u671f\u9593\u306f\u3001\u904b\u9001\u7d04\u6b3e\u4e0a\u306e\u7533\u3057\u7acb\u3066\u671f\u9593\u3068\u3001\u793e\u5185\u306e\u54c1\u8cea\u8a18\u9332\u306e\u4fdd\u5b58\u5e74\u9650\u306e\u9577\u3044\u307b\u3046\u306b\u5408\u308f\u305b\u307e\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":2,"cost_band":"\u5c0f","cost_level_label":"SaaS\u8ffd\u52a0","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":900,"assumption_workdays":20,"volume_month":900,"before_minutes_per_case":6,"after_minutes_per_case":2.399999999999999911182158029987476766109466552734375,"hourly_cost":2800,"before_hours_month":90,"after_hours_month":36,"saved_hours_month":54,"reduction_rate":60,"saved_hours_year":648,"annual_cost_effect":1814400,"summary":"\u5165\u8377\u3057\u305f\u8ca8\u7269\u3092\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u64ae\u3063\u305f\u5199\u771f\u3092\u5165\u529b\u306b\u3001\u5916\u88c5\u306e\u7834\u640d\u3001\u8377\u5d29\u308c\u3001\u8377\u672d\u306e\u8a18\u8f09\u3001\u500b\u53e3\u6570\u3092\u8aad\u307f\u53d6\u308a\u3001\u691c\u54c1\u8a18\u9332\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308a\u307e\u3059\u3002\u7570\u5e38\u304c\u3042\u308c\u3070\u904b\u9001\u4f1a\u793e\u3078\u306e\u7533\u3057\u7acb\u3066\u6587\u3082\u540c\u6642\u306b\u7528\u610f\u3057\u307e\u3059\u3002","before_flow":"1. \u30c8\u30e9\u30c3\u30af\u304c\u7740\u8eca\u3057\u3001\u8377\u7269\u3092\u30db\u30fc\u30e0\u306b\u4e0b\u308d\u3059\n2. \u62c5\u5f53\u8005\u304c\u5916\u88c5\u3092\u76ee\u3067\u898b\u3066\u3001\u7834\u640d\u3084\u6fe1\u308c\u304c\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\n3. \u9001\u308a\u72b6\u306e\u500b\u53e3\u6570\u3068\u5b9f\u969b\u306e\u500b\u53e3\u6570\u3092\u6570\u3048\u3066\u7a81\u304d\u5408\u308f\u305b\u308b\n4. \u7570\u5e38\u304c\u3042\u308c\u3070\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u5199\u771f\u3092\u64ae\u308b\uff08\u64ae\u308a\u65b9\u306f\u4eba\u306b\u3088\u3063\u3066\u9055\u3046\uff09\n5. \u624b\u5143\u306e\u4f1d\u7968\u306b\u624b\u66f8\u304d\u3067\u30e1\u30e2\u3092\u6b8b\u3059\n6. \u4e8b\u52d9\u6240\u306b\u623b\u308a\u3001\u691c\u54c1\u53f0\u5e33\uff08Excel\uff09\u306b\u65e5\u4ed8\u30fb\u4fbf\u540d\u30fb\u4ed5\u5165\u5148\u30fb\u7570\u5e38\u306e\u5185\u5bb9\u3092\u6253\u3061\u8fbc\u3080\n7. \u5199\u771f\u3092\u30d1\u30bd\u30b3\u30f3\u306b\u53d6\u308a\u8fbc\u307f\u3001\u65e5\u4ed8\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u308b\n8. \u7834\u640d\u304c\u5927\u304d\u3044\u3082\u306e\u306f\u3001\u4e0a\u9577\u306b\u76f8\u8ac7\u3057\u3066\u904b\u9001\u4f1a\u793e\u3078\u9023\u7d61\u3059\u308b\n\n\u554f\u984c\u306f4\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\uff08a\uff09\u8a18\u9332\u304c\u4e8c\u5ea6\u624b\u9593\u306b\u306a\u3063\u3066\u3044\u308b\u3002** \u73fe\u5834\u3067\u624b\u66f8\u304d\u3057\u3001\u4e8b\u52d9\u6240\u3067\u6253\u3061\u76f4\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8ee2\u8a18\u306e\u9014\u4e2d\u3067\u3001\u4fbf\u540d\u3084\u4ed5\u5165\u5148\u304c\u629c\u3051\u305f\u308a\u9055\u3063\u305f\u308a\u3057\u307e\u3059\u3002\n\n**\uff08b\uff09\u5199\u771f\u3068\u8a18\u9332\u304c\u3064\u306a\u304c\u3063\u3066\u3044\u306a\u3044\u3002** \u5199\u771f\u306f\u30d5\u30a9\u30eb\u30c0\u306b\u65e5\u4ed8\u9806\u3067\u5165\u308b\u3060\u3051\u306a\u306e\u3067\u30013\u304b\u6708\u5f8c\u306b\u300c\u3053\u306e\u7834\u640d\u306e\u5199\u771f\u306f\u3069\u308c\u304b\u300d\u3092\u63a2\u3059\u3068\u51fa\u3066\u304d\u307e\u305b\u3093\u3002**\u7533\u3057\u7acb\u3066\u306e\u6839\u62e0\u3068\u3057\u3066\u4f7f\u3048\u306a\u3044\u5199\u771f\u304c\u5927\u91cf\u306b\u305f\u307e\u308a\u307e\u3059\u3002**\n\n**\uff08c\uff09\u64ae\u308a\u65b9\u304c\u4eba\u306b\u3088\u3063\u3066\u9055\u3046\u3002** \u7834\u640d\u90e8\u5206\u3060\u3051\u3092\u5bc4\u3063\u3066\u64ae\u308b\u4eba\u3068\u3001\u8377\u59ff\u5168\u4f53\u3092\u64ae\u308b\u4eba\u304c\u3044\u307e\u3059\u3002\u8377\u672d\u304c\u5199\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u3069\u306e\u8377\u7269\u306e\u5199\u771f\u304b\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002\n\n**\uff08d\uff09\u7533\u3057\u7acb\u3066\u306e\u5224\u65ad\u304c\u73fe\u5834\u4efb\u305b\u306b\u306a\u3063\u3066\u3044\u308b\u3002** \u300c\u3053\u308c\u304f\u3089\u3044\u306a\u3089\u901a\u308b\u300d\u3068\u73fe\u5834\u304c\u5224\u65ad\u3057\u3066\u5831\u544a\u3057\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u7a4d\u307f\u4e0a\u3052\u308b\u3068\u5e74\u9593\u3067\u7121\u8996\u3067\u304d\u306a\u3044\u91d1\u984d\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u8a18\u9332\u304c\u306a\u3044\u306e\u3067\u91d1\u984d\u3082\u5206\u304b\u308a\u307e\u305b\u3093\u3002","before_flow_steps":["\u30c8\u30e9\u30c3\u30af\u304c\u7740\u8eca\u3057\u3001\u8377\u7269\u3092\u30db\u30fc\u30e0\u306b\u4e0b\u308d\u3059","\u62c5\u5f53\u8005\u304c\u5916\u88c5\u3092\u76ee\u3067\u898b\u3066\u3001\u7834\u640d\u3084\u6fe1\u308c\u304c\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b","\u9001\u308a\u72b6\u306e\u500b\u53e3\u6570\u3068\u5b9f\u969b\u306e\u500b\u53e3\u6570\u3092\u6570\u3048\u3066\u7a81\u304d\u5408\u308f\u305b\u308b","\u7570\u5e38\u304c\u3042\u308c\u3070\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u5199\u771f\u3092\u64ae\u308b\uff08\u64ae\u308a\u65b9\u306f\u4eba\u306b\u3088\u3063\u3066\u9055\u3046\uff09","\u624b\u5143\u306e\u4f1d\u7968\u306b\u624b\u66f8\u304d\u3067\u30e1\u30e2\u3092\u6b8b\u3059","\u4e8b\u52d9\u6240\u306b\u623b\u308a\u3001\u691c\u54c1\u53f0\u5e33\uff08Excel\uff09\u306b\u65e5\u4ed8\u30fb\u4fbf\u540d\u30fb\u4ed5\u5165\u5148\u30fb\u7570\u5e38\u306e\u5185\u5bb9\u3092\u6253\u3061\u8fbc\u3080","\u5199\u771f\u3092\u30d1\u30bd\u30b3\u30f3\u306b\u53d6\u308a\u8fbc\u307f\u3001\u65e5\u4ed8\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u308b","\u7834\u640d\u304c\u5927\u304d\u3044\u3082\u306e\u306f\u3001\u4e0a\u9577\u306b\u76f8\u8ac7\u3057\u3066\u904b\u9001\u4f1a\u793e\u3078\u9023\u7d61\u3059\u308b"],"after_flow":"1. \u62c5\u5f53\u8005\u304c\u5165\u8377\u3057\u305f\u8377\u7269\u3092\u3001\u6c7a\u3081\u3089\u308c\u305f3\u30ab\u30c3\u30c8\u3067\u64ae\u308b\uff08\u8377\u59ff\u5168\u4f53\uff0f\u8377\u672d\uff0f\u6c17\u306b\u306a\u308b\u7b87\u6240\uff09\n2. **\u3010\u81ea\u52d5\u3011** \u5199\u771f\u304cSharePoint\u306e\u5165\u8377\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3055\u308c\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u8377\u672d\u306e\u6587\u5b57\u3092OCR\u3067\u8aad\u307f\u3001\u9001\u308a\u72b6\u756a\u53f7\u30fb\u4ed5\u5165\u5148\u30fb\u500b\u53e3\u6570\u3092\u53d6\u308a\u51fa\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u5199\u771f\u3092\u898b\u3066\u3001\u5916\u88c5\u306e\u7834\u640d\u3001\u6fe1\u308c\u3001\u8377\u5d29\u308c\u3001\u5c01\u304b\u3093\u306e\u72b6\u614b\u3092\u5224\u5b9a\u3059\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u9001\u308a\u72b6\u306e\u500b\u53e3\u6570\u3068\u3001\u5199\u771f\u306b\u5199\u3063\u3066\u3044\u308b\u500b\u53e3\u6570\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u691c\u54c1\u8a18\u9332\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308a\u3001WMS\u306e\u5165\u8377\u4e88\u5b9a\u3068\u7167\u5408\u3059\u308b\n7. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u753b\u9762\u3067\u5185\u5bb9\u3092\u78ba\u8a8d\u3057\u3001\u7570\u5e38\u306e\u6709\u7121\u3092\u78ba\u5b9a\u3059\u308b\n8. **\u3010\u81ea\u52d5\u3011** \u7570\u5e38\u3042\u308a\u3068\u78ba\u5b9a\u3057\u305f\u3082\u306e\u306f\u3001\u904b\u9001\u4f1a\u793e\u3078\u306e\u7533\u3057\u7acb\u3066\u6587\u3068\u793e\u5185\u5831\u544a\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n9. **\u3010\u81ea\u52d5\u3011** \u5199\u771f\u3068\u8a18\u9332\u3092\u3001\u9001\u308a\u72b6\u756a\u53f7\u3067\u5f15\u3051\u308b\u304b\u305f\u3061\u3067\u4fdd\u7ba1\u3059\u308b\n\n\u81ea\u52d5\u5316\u3055\u308c\u308b\u306e\u306f\u300c\u8aad\u3080\u300d\u300c\u6570\u3048\u308b\u300d\u300c\u6253\u3061\u8fbc\u3080\u300d\u300c\u63a2\u305b\u308b\u3088\u3046\u306b\u6574\u7406\u3059\u308b\u300d\u3067\u3059\u3002**\u7570\u5e38\u304b\u3069\u3046\u304b\u306e\u6700\u7d42\u5224\u65ad\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002**","after_flow_steps":["\u62c5\u5f53\u8005\u304c\u5165\u8377\u3057\u305f\u8377\u7269\u3092\u3001\u6c7a\u3081\u3089\u308c\u305f3\u30ab\u30c3\u30c8\u3067\u64ae\u308b\uff08\u8377\u59ff\u5168\u4f53\uff0f\u8377\u672d\uff0f\u6c17\u306b\u306a\u308b\u7b87\u6240\uff09","**\u3010\u81ea\u52d5\u3011** \u5199\u771f\u304cSharePoint\u306e\u5165\u8377\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3055\u308c\u308b","**\u3010\u81ea\u52d5\u3011** \u8377\u672d\u306e\u6587\u5b57\u3092OCR\u3067\u8aad\u307f\u3001\u9001\u308a\u72b6\u756a\u53f7\u30fb\u4ed5\u5165\u5148\u30fb\u500b\u53e3\u6570\u3092\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u5199\u771f\u3092\u898b\u3066\u3001\u5916\u88c5\u306e\u7834\u640d\u3001\u6fe1\u308c\u3001\u8377\u5d29\u308c\u3001\u5c01\u304b\u3093\u306e\u72b6\u614b\u3092\u5224\u5b9a\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u9001\u308a\u72b6\u306e\u500b\u53e3\u6570\u3068\u3001\u5199\u771f\u306b\u5199\u3063\u3066\u3044\u308b\u500b\u53e3\u6570\u3092\u7a81\u304d\u5408\u308f\u305b\u308b","**\u3010\u81ea\u52d5\u3011** \u691c\u54c1\u8a18\u9332\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308a\u3001WMS\u306e\u5165\u8377\u4e88\u5b9a\u3068\u7167\u5408\u3059\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u753b\u9762\u3067\u5185\u5bb9\u3092\u78ba\u8a8d\u3057\u3001\u7570\u5e38\u306e\u6709\u7121\u3092\u78ba\u5b9a\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u7570\u5e38\u3042\u308a\u3068\u78ba\u5b9a\u3057\u305f\u3082\u306e\u306f\u3001\u904b\u9001\u4f1a\u793e\u3078\u306e\u7533\u3057\u7acb\u3066\u6587\u3068\u793e\u5185\u5831\u544a\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u5199\u771f\u3068\u8a18\u9332\u3092\u3001\u9001\u308a\u72b6\u756a\u53f7\u3067\u5f15\u3051\u308b\u304b\u305f\u3061\u3067\u4fdd\u7ba1\u3059\u308b"],"architecture":"```\n\u5009\u5eab\u3067\u306e\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u64ae\u5f71\uff08\u8377\u59ff \/ \u8377\u672d \/ \u6c17\u306b\u306a\u308b\u7b87\u6240\uff09\n   \u2502\n   \u25bc\nSharePoint \u306e\u5165\u8377\u30d5\u30a9\u30eb\u30c0\uff08\u9001\u308a\u72b6\u756a\u53f7\u3067\u30d5\u30a9\u30eb\u30c0\u3092\u5206\u3051\u308b\uff09\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u6210\u3055\u308c\u305f\u3068\u304d\nPower Automate\n   \u2502\n   \u251c\u2500\u2500\u25b6 Azure AI Document Intelligence\uff08prebuilt-read\uff09\n   \u2502       \u2514\u2500 \u8377\u672d\u306e\u6587\u5b57\u3092\u8aad\u307f\u3001\u9001\u308a\u72b6\u756a\u53f7 \/ \u4ed5\u5165\u5148 \/ \u500b\u53e3\u6570 \u3092\u53d6\u308a\u51fa\u3059\n   \u2502\n   \u251c\u2500\u2500\u25b6 Claude API\uff08\u753b\u50cf\u5165\u529b\uff09\n   \u2502       \u2514\u2500 \u7834\u640d \/ \u6fe1\u308c \/ \u8377\u5d29\u308c \/ \u5c01\u304b\u3093 \u306e\u5224\u5b9a\u3068\u3001\u500b\u53e3\u6570\u306e\u76ee\u8996\u30ab\u30a6\u30f3\u30c8\n   \u2502\n   \u251c\u2500\u2500\u25b6 Python \u2500\u2500 WMS\u306e\u5165\u8377\u4e88\u5b9a\u3068\u306e\u7a81\u5408\u3001\u5224\u5b9a\u7d50\u679c\u306e\u6574\u5f62\n   \u2502\n   \u2514\u2500\u2500\u25b6 \u691c\u54c1\u8a18\u9332\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\n   \u2502\n   \u25bc\n\u78ba\u8a8d\u753b\u9762\uff08\u5199\u771f\u3068\u5224\u5b9a\u7d50\u679c\u3092\u5de6\u53f3\u306b\u4e26\u3079\u308b\uff09\u2500\u2500\u3010\u4eba\u304c\u78ba\u5b9a\u3011\n   \u2502\n   \u25bc\n\u691c\u54c1\u53f0\u5e33\u3078\u767b\u9332 \uff0b \u7570\u5e38\u3042\u308a\u306a\u3089\u7533\u3057\u7acb\u3066\u6587\u3092\u4e0b\u66f8\u304d\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u751f\u6210AI | Claude API | OpenAI API\u3001Gemini API |\n| OCR | Azure AI Document Intelligence\uff08prebuilt-read\uff09 | Google Document AI\u3001AWS Textract |\n| \u30ef\u30fc\u30af\u30d5\u30ed\u30fc | Power Automate | Make\u3001n8n |\n| \u5b9f\u884c\u74b0\u5883 | Python | Google Apps Script |\n| \u9023\u643a | WMS | \u5404\u793e\u306e\u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n\n**WMS\u306b\u5199\u771f\u3064\u304d\u306e\u691c\u54c1\u6a5f\u80fd\u304c\u3042\u308b\u306a\u3089\u3001\u307e\u305a\u305d\u3061\u3089\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u56fd\u5185\u306eWMS\u306b\u306f\u5165\u8377\u691c\u54c1\u306e\u5199\u771f\u6dfb\u4ed8\u3092\u6a19\u6e96\u3067\u6301\u3064\u88fd\u54c1\u304c\u3042\u308a\u307e\u3059\u3002\u81ea\u524d\u3067\u7d44\u3080\u4fa1\u5024\u304c\u3042\u308b\u306e\u306f\u3001\u5224\u5b9a\u3068\u7533\u3057\u7acb\u3066\u6587\u306e\u4f5c\u6210\u307e\u3067\u542b\u3081\u305f\u3044\u5834\u5408\u304b\u3001WMS\u306e\u6539\u4fee\u8cbb\u304c\u898b\u5408\u308f\u306a\u3044\u5834\u5408\u3067\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**SharePoint\u306e\u5165\u8377\u30d5\u30a9\u30eb\u30c0\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u6210\u3055\u308c\u305f\u3053\u3068**\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002Power Automate \u306e SharePoint \u30b3\u30cd\u30af\u30bf\u306b\u306f\u300c\u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u6210\u3055\u308c\u305f\u3068\u304d\u300d\u30c8\u30ea\u30ac\u30fc\u304c\u6a19\u6e96\u3067\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n\u64ae\u5f71\u304b\u3089\u4fdd\u5b58\u307e\u3067\u306f\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306eSharePoint\u30a2\u30d7\u30ea\u3067\u30d5\u30a9\u30eb\u30c0\u3092\u958b\u3044\u3066\u64ae\u308b\u904b\u7528\u306b\u3057\u307e\u3059\u3002**\u9001\u308a\u72b6\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u5148\u306b\u4f5c\u308a\u3001\u305d\u3053\u306b\u64ae\u308b**\u306e\u304c\u8981\u70b9\u3067\u3059\u3002\u3042\u3068\u304b\u3089\u30d5\u30a1\u30a4\u30eb\u540d\u3067\u7d10\u3065\u3051\u3088\u3046\u3068\u3059\u308b\u3068\u3001\u5fc5\u305a\u53d6\u308a\u9055\u3048\u304c\u8d77\u304d\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5165\u8377\u5199\u771f | 1\u7d0d\u54c1\u306b\u3064\u304d3\u679a\u4ee5\u4e0a\uff08\u8377\u59ff\u5168\u4f53\u30fb\u8377\u672d\u30fb\u6c17\u306b\u306a\u308b\u7b87\u6240\uff09 | SharePoint |\n| \u5165\u8377\u4e88\u5b9a | \u767a\u6ce8\u756a\u53f7\u3001\u4ed5\u5165\u5148\u3001\u4e88\u5b9a\u500b\u53e3\u6570\u3001\u4e88\u5b9a\u65e5 | WMS |\n| \u9001\u308a\u72b6\u60c5\u5831 | \u9001\u308a\u72b6\u756a\u53f7\u3001\u904b\u9001\u4f1a\u793e\u3001\u500b\u53e3\u6570 | \u8377\u672d\u306eOCR\u7d50\u679c |\n| \u904e\u53bb\u306e\u7570\u5e38\u8a18\u9332 | \u4ed5\u5165\u5148\u5225\u30fb\u904b\u9001\u4f1a\u793e\u5225\u306e\u7570\u5e38\u306e\u5c65\u6b74 | \u691c\u54c1\u53f0\u5e33 |\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u8377\u672d\u306e\u8aad\u307f\u53d6\u308a\uff1a** Azure AI Document Intelligence \u306e read \u30e2\u30c7\u30eb\u306b\u30d5\u30a1\u30a4\u30eb\u3092\u6e21\u3057\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u5370\u5237\u6587\u5b57\u3068\u624b\u66f8\u304d\u6587\u5b57\u3092\u884c\u3068\u5358\u8a9e\u3068\u3057\u3066\u62bd\u51fa\u3057\u3001\u5358\u8a9e\u3054\u3068\u306b\u4f4d\u7f6e\uff08\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dd\u30ea\u30b4\u30f3\uff09\u3068\u78ba\u4fe1\u5ea6\u3092\u8fd4\u3057\u307e\u3059\u3002\u753b\u50cf\u306e\u5bf8\u6cd5\u306f50\u00d750\u30d4\u30af\u30bb\u30eb\u304b\u308910,000\u00d710,000\u30d4\u30af\u30bb\u30eb\u306e\u7bc4\u56f2\u3067\u6271\u3048\u307e\u3059\u3002\n\n**\u5199\u771f\u306e\u5224\u5b9a\uff1a** Claude API \u306b\u753b\u50cf\u3092\u6e21\u3057\u307e\u3059\u3002\u753b\u50cf\u306fbase64\u3001URL\u3001Files API\u306efile_id\u306e\u3044\u305a\u308c\u3067\u3082\u6e21\u305b\u307e\u3059\u30021\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u8907\u6570\u679a\u3092\u542b\u3081\u3089\u308c\u308b\u305f\u3081\u3001**\u540c\u3058\u7d0d\u54c1\u306e3\u679a\u3092\u307e\u3068\u3081\u30661\u56de\u3067\u898b\u305b\u307e\u3059\u3002** \u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u753b\u50cf\u306f\u30c6\u30ad\u30b9\u30c8\u3088\u308a\u524d\u306b\u7f6e\u304f\u307b\u3046\u304c\u7d50\u679c\u304c\u3088\u3044\u3068\u3055\u308c\u3066\u304a\u308a\u3001\u8907\u6570\u679a\u306e\u3068\u304d\u306f\u300cImage 1:\u300d\u306e\u3088\u3046\u306a\u77ed\u3044\u30e9\u30d9\u30eb\u3092\u5404\u753b\u50cf\u306e\u524d\u306b\u5165\u308c\u3066\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u5074\u304b\u3089\u547c\u3079\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n**\u5165\u8377\u4e88\u5b9a\uff1a** WMS\u306eAPI\u3001\u307e\u305f\u306f\u65e5\u6b21\u3067\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u305f\u4e88\u5b9a\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3057\u307e\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u9023\u643a\u306f\u5fc5\u9808\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u753b\u50cf\u306e\u7e2e\u5c0f** \u2026 \u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u5199\u771f\u306f\u305d\u306e\u307e\u307e\u3060\u3068\u5927\u304d\u3059\u304e\u307e\u3059\u3002Claude API \u3067\u306f1\u30ea\u30af\u30a8\u30b9\u30c8\u306b20\u679a\u3092\u8d85\u3048\u308b\u753b\u50cf\u3092\u542b\u3081\u308b\u3068\u5404\u753b\u50cf\u306e\u5bf8\u6cd5\u4e0a\u9650\u304c\u53b3\u3057\u304f\u306a\u308b\u305f\u3081\u3001**\u9577\u8fba2,000\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0b\u306b\u7e2e\u3081\u308b**\u904b\u7528\u306b\u3057\u3066\u304a\u304f\u3068\u3001\u679a\u6570\u304c\u5897\u3048\u3066\u3082\u5f15\u3063\u304b\u304b\u308a\u307e\u305b\u3093\n2. **\u5411\u304d\u306e\u88dc\u6b63** \u2026 \u6a2a\u6301\u3061\u3067\u64ae\u3063\u305f\u5199\u771f\u304c\u56de\u8ee2\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002Exif\u306e\u5411\u304d\u60c5\u5831\u306b\u5f93\u3063\u3066\u56de\u8ee2\u3055\u305b\u307e\u3059\n3. **\u6697\u3044\u5199\u771f\u306e\u9664\u5916** \u2026 \u5009\u5eab\u306e\u5965\u3067\u64ae\u308b\u3068\u771f\u3063\u6697\u306b\u306a\u308a\u307e\u3059\u3002\u660e\u308b\u3055\u304c\u4e00\u5b9a\u4ee5\u4e0b\u306e\u5199\u771f\u306f\u64ae\u308a\u76f4\u3057\u3092\u4fc3\u3057\u3001AI\u306b\u6e21\u3057\u307e\u305b\u3093\n4. **\u540c\u4e00\u7d0d\u54c1\u306e\u307e\u3068\u3081** \u2026 \u9001\u308a\u72b6\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0\u5358\u4f4d\u30671\u56de\u306e\u51e6\u7406\u306b\u3057\u307e\u3059\u30021\u679a\u305a\u3064\u51e6\u7406\u3059\u308b\u3068\u3001\u500b\u53e3\u6570\u306e\u30ab\u30a6\u30f3\u30c8\u304c\u3067\u304d\u307e\u305b\u3093\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\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u8377\u672d\u3068\u9001\u308a\u72b6\u306e\u6587\u5b57\u306e\u8aad\u307f\u53d6\u308a\u3002\u9001\u308a\u72b6\u756a\u53f7\u3001\u4ed5\u5165\u5148\u540d\u3001\u500b\u53e3\u6570\u306e\u6570\u5b57\u3002\u3053\u3053\u306f\u751f\u6210AI\u306b\u3055\u305b\u307e\u305b\u3093\u3002\u6570\u5b57\u306e\u8aad\u307f\u53d6\u308a\u306f\u5c02\u7528\u30e2\u30c7\u30eb\u306e\u307b\u3046\u304c\u5b89\u5b9a\u3057\u307e\u3059\u3002\n\n**\u751f\u6210AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u5916\u88c5\u306e\u72b6\u614b\u5224\u5b9a | \u7834\u308c\u3001\u3078\u3053\u307f\u3001\u6fe1\u308c\u3001\u30c6\u30fc\u30d7\u306e\u5265\u304c\u308c\u3001\u8377\u5d29\u308c\u304c\u3042\u308b\u304b\u3092\u5199\u771f\u304b\u3089\u5224\u5b9a\u3059\u308b |\n| \u500b\u53e3\u6570\u306e\u76ee\u8996\u30ab\u30a6\u30f3\u30c8 | \u8377\u59ff\u5168\u4f53\u306e\u5199\u771f\u306b\u5199\u3063\u3066\u3044\u308b\u30b1\u30fc\u30b9\u306e\u6570\u3092\u6570\u3048\u308b |\n| \u8a18\u9332\u6587\u306e\u751f\u6210 | \u300c\u6bb5\u30dc\u30fc\u30eb\u4e0a\u9762\u306b10\u30bb\u30f3\u30c1\u7a0b\u5ea6\u306e\u7834\u308c\u3002\u5185\u5bb9\u7269\u306e\u9732\u51fa\u306a\u3057\u300d\u306e\u3088\u3046\u306a\u8a18\u9332\u6587\u3092\u4f5c\u308b |\n| \u7533\u3057\u7acb\u3066\u6587\u306e\u4e0b\u66f8\u304d | \u904b\u9001\u4f1a\u793e\u3078\u9001\u308b\u9023\u7d61\u6587\u3092\u3001\u9001\u308a\u72b6\u756a\u53f7\u3068\u72b6\u6cc1\u3092\u5165\u308c\u3066\u4f5c\u308b |\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u5165\u8377\u691c\u54c1\u306e\u8a18\u9332\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u540c\u3058\u7d0d\u54c1\u3092\u64ae\u3063\u305f\u8907\u6570\u306e\u5199\u771f\u3092\u898b\u3066\u3001\u5916\u88c5\u306e\u72b6\u614b\u3092\u8a18\u9332\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5199\u771f\u306b\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u304a\u305d\u3089\u304f\u5185\u90e8\u3082\u7834\u640d\u3057\u3066\u3044\u308b\u300d\u306e\u3088\u3046\u306a\u63a8\u6e2c\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u500b\u53e3\u6570\u306f\u6570\u3048\u305f\u6570\u3092\u305d\u306e\u307e\u307e\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u91cd\u306a\u3063\u3066\u898b\u3048\u306a\u3044\u7b87\u6240\u304c\u3042\u308b\u3068\u304d\u306f\u3001count_confidence \u3092 low \u306b\u3057\u3001\n  note \u306b\u300c\u5965\u304c\u898b\u3048\u306a\u3044\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7834\u640d\u306e\u6709\u7121\u3092\u5224\u65ad\u3067\u304d\u306a\u3044\u5199\u771f\u306f\u3001damage \u3092 \"unknown\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u554f\u984c\u306a\u3057\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8377\u672d\u306e\u6587\u5b57\u306f\u3001OCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u305d\u306e\u307e\u307e\u5f15\u304d\u7d99\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5199\u771f\u304b\u3089\u8aad\u307f\u76f4\u3057\u3066\u66f8\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4eba\u304c\u5199\u308a\u8fbc\u3093\u3067\u3044\u3066\u3082\u3001\u4eba\u306b\u3064\u3044\u3066\u306f\u4f55\u3082\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010OCR\u3067\u8aad\u307f\u53d6\u3063\u305f\u8377\u672d\u3011\n{ocr_result}\n\n\u3010WMS\u306e\u5165\u8377\u4e88\u5b9a\u3011\n{expected_delivery}\n\n\u3010\u3053\u306e\u4ed5\u5165\u5148\u306e\u904e\u53bb\u306e\u7570\u5e38\u8a18\u9332\uff08\u76f4\u8fd112\u304b\u6708\uff09\u3011\n{past_incidents}\n```\n\n**\u300c\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u3060\u3051\u3092\u66f8\u304f\u300d\u306e1\u884c\u304c\u91cd\u8981\u3067\u3059\u3002** \u7834\u640d\u306e\u5199\u771f\u3092\u898b\u305b\u308b\u3068\u3001\u751f\u6210AI\u306f\u5185\u5bb9\u7269\u306e\u72b6\u614b\u307e\u3067\u63a8\u6e2c\u3057\u3066\u66f8\u304d\u307e\u3059\u3002\u7533\u3057\u7acb\u3066\u6587\u306b\u305d\u306e\u63a8\u6e2c\u304c\u6df7\u3056\u308b\u3068\u3001\u4e8b\u5b9f\u3068\u9055\u3046\u4e3b\u5f35\u3092\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n```json\n{\n  \"waybill_no\": \"\",\n  \"supplier_name\": \"\",\n  \"carrier\": \"\",\n  \"expected_packages\": 0,\n  \"counted_packages\": 0,\n  \"count_confidence\": \"high | medium | low\",\n  \"damage\": \"none | found | unknown\",\n  \"damage_items\": [\n    {\n      \"part\": \"\",\n      \"description\": \"\",\n      \"photo_file\": \"\",\n      \"severity\": \"low | medium | high\"\n    }\n  ],\n  \"package_count_match\": \"matched | mismatched | unknown\",\n  \"label_issue\": \"\",\n  \"needs_review\": [],\n  \"note\": \"\"\n}\n```\n\n\u500b\u53e3\u6570\u306f\u6587\u5b57\u5217\u3067\u306a\u304f\u6570\u5024\u3067\u8fd4\u3055\u305b\u307e\u3059\u3002\u6587\u5b57\u5217\u306b\u3059\u308b\u3068\u300c6\u500b\u300d\u306e\u3088\u3046\u306b\u5358\u4f4d\u3064\u304d\u3067\u8fd4\u308a\u3001\u5f8c\u6bb5\u306e\u7a81\u5408\u3067\u58ca\u308c\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n\u78ba\u5b9a\u5f8c\u3001\u691c\u54c1\u53f0\u5e33\u306b\u767b\u9332\u3057\u307e\u3059\u3002\u9023\u643a\u65b9\u6cd5\u306fWMS\u306b\u3088\u3063\u30663\u901a\u308a\u3042\u308a\u307e\u3059\u3002\n\n| \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|\n| API\u9023\u643a | WMS\u304cAPI\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308c\u3070\u3001\u78ba\u5b9a\u3068\u540c\u6642\u306b\u5165\u8377\u5b9f\u7e3e\u3092\u66f4\u65b0\u3059\u308b |\n| \u30d5\u30a1\u30a4\u30eb\u53d6\u8fbc | \u6240\u5b9a\u306eCSV\u5f62\u5f0f\u3067\u66f8\u304d\u51fa\u3057\u3001WMS\u306e\u53d6\u8fbc\u6a5f\u80fd\u3067\u8aad\u307e\u305b\u308b |\n| \u53f0\u5e33\u306e\u307f | WMS\u306f\u5f93\u6765\u3069\u304a\u308a\u624b\u3067\u5165\u529b\u3057\u3001\u8a18\u9332\u3068\u5199\u771f\u3060\u3051\u3092\u5225\u53f0\u5e33\u3067\u6301\u3064 |\n\n**\u307e\u305a\u306f3\u3064\u3081\u3067\u59cb\u3081\u308b\u306e\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002** \u5199\u771f\u3068\u8a18\u9332\u304c\u3064\u306a\u304c\u308b\u3060\u3051\u3067\u3001\u7533\u3057\u7acb\u3066\u306e\u6839\u62e0\u306f\u63c3\u3044\u307e\u3059\u3002WMS\u3068\u306e\u9023\u643a\u306f\u52b9\u679c\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u3067\u9593\u306b\u5408\u3044\u307e\u3059\u3002\n\n\u7570\u5e38\u3042\u308a\u3068\u78ba\u5b9a\u3057\u305f\u3082\u306e\u306f\u3001\u904b\u9001\u4f1a\u793e\u306e\u62c5\u5f53\u8005\u3078\u306e\u30e1\u30fc\u30eb\u3092\u4e0b\u66f8\u304d\u3057\u307e\u3059\u3002**\u81ea\u52d5\u9001\u4fe1\u306f\u3057\u307e\u305b\u3093\u3002** \u7533\u3057\u7acb\u3066\u306f\u53d6\u5f15\u5148\u3068\u306e\u4ea4\u6e09\u306e\u5165\u53e3\u306a\u306e\u3067\u3001\u6587\u9762\u306f\u5fc5\u305a\u4eba\u304c\u898b\u3066\u304b\u3089\u51fa\u3057\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u5b9a\u3057\u307e\u3059\u3002**\n\n\u7406\u7531\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u3072\u3068\u3064\u306f\u3001\u7834\u640d\u306e\u6709\u7121\u304c\u652f\u6255\u3044\u3084\u8fd4\u54c1\u306b\u3064\u306a\u304c\u308b\u5224\u65ad\u3060\u304b\u3089\u3067\u3059\u3002\u3082\u3046\u3072\u3068\u3064\u306f\u3001\u5199\u771f\u306b\u5199\u3089\u306a\u3044\u7570\u5e38\uff08\u5185\u90e8\u306e\u7834\u640d\u3001\u306b\u304a\u3044\u3001\u6e29\u5ea6\uff09\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002**AI\u306f\u5199\u771f\u306b\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u3057\u304b\u898b\u3066\u3044\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**\u5199\u771f\u3068\u5224\u5b9a\u7d50\u679c\u3092\u5de6\u53f3\u306b\u4e26\u3079\u3066\u8868\u793a**\u3059\u308b\n- `count_confidence` \u304c low\u3001`damage` \u304c unknown \u306e\u3082\u306e\u3092\u5148\u982d\u306b\u4e26\u3079\u308b\n- \u4e88\u5b9a\u500b\u53e3\u6570\u3068\u6570\u3048\u305f\u500b\u53e3\u6570\u304c\u4e00\u81f4\u3057\u305f\u3082\u306e\u306f\u3001\u305d\u306e\u65e8\u3092\u5927\u304d\u304f\u8868\u793a\u3059\u308b\n- \u7570\u5e38\u306a\u3057\u306e\u3082\u306e\u306f\u30011\u30bf\u30c3\u30d7\u3067\u78ba\u5b9a\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\n\n\u6708900\u4ef6\u306e\u3046\u3061\u3001\u7570\u5e38\u306f\u670840\u4ef6\u524d\u5f8c\u3067\u3059\u3002**860\u4ef6\u3092\u901f\u304f\u6d41\u305b\u308b\u4f5c\u308a\u306b\u3057\u306a\u3044\u3068\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| \u8377\u672d\u304c\u6c5a\u308c\u3066\u8aad\u3081\u306a\u3044 | OCR\u306e\u78ba\u4fe1\u5ea6\u304c\u4f4e\u3044\u3082\u306e\u306f `needs_review` \u306b\u5165\u308c\u308b\u3002\u63a8\u6e2c\u3067\u9001\u308a\u72b6\u756a\u53f7\u3092\u57cb\u3081\u306a\u3044 |\n| \u5199\u771f\u304c\u6697\u3044\u30fb\u3076\u308c\u3066\u3044\u308b | \u524d\u51e6\u7406\u3067\u306f\u3058\u304d\u3001\u305d\u306e\u5834\u3067\u64ae\u308a\u76f4\u3057\u3092\u4fc3\u3059 |\n| \u500b\u53e3\u6570\u304c\u591a\u304f\u3066\u6570\u3048\u304d\u308c\u306a\u3044 | `count_confidence: low` \u3092\u8fd4\u3057\u3001\u4eba\u304c\u6570\u3048\u308b\u3002\u30d1\u30ec\u30c3\u30c8\u5358\u4f4d\u306e\u5165\u8377\u306f\u6700\u521d\u304b\u3089\u5bfe\u8c61\u5916\u306b\u3059\u308b |\n| \u8377\u59ff\u306e\u5199\u771f\u3092\u64ae\u308a\u5fd8\u308c\u305f | \u8377\u672d\u3060\u3051\u3067\u3082\u8a18\u9332\u306f\u4f5c\u308b\u3002\u500b\u53e3\u6570\u306e\u7a81\u5408\u306f\u300cunknown\u300d\u306b\u3059\u308b |\n| \u540c\u3058\u9001\u308a\u72b6\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0\u304c\u4e8c\u91cd\u306b\u3067\u304d\u305f | \u9001\u308a\u72b6\u756a\u53f7\u3067\u65e2\u5b58\u306e\u8a18\u9332\u3092\u7167\u5408\u3057\u3001\u91cd\u8907\u306a\u3089\u51e6\u7406\u3092\u6b62\u3081\u3066\u901a\u77e5\u3059\u308b |\n| \u7834\u640d\u304c\u5fae\u5999\u3067\u5224\u65ad\u304c\u3064\u304b\u306a\u3044 | `damage: unknown` \u3092\u8fd4\u3059\u3002**\u300cnone\u300d\u306b\u5012\u3055\u306a\u3044** |\n| \u901a\u4fe1\u304c\u5c4a\u304b\u306a\u3044\u5009\u5eab\u306e\u5965 | \u7aef\u672b\u306b\u3044\u3063\u305f\u3093\u4fdd\u5b58\u3057\u3001\u96fb\u6ce2\u306e\u5c4a\u304f\u5834\u6240\u3067\u540c\u671f\u3059\u308b\u904b\u7528\u306b\u3059\u308b |\n| \u904b\u9001\u4f1a\u793e\u304b\u3089\u53cd\u8ad6\u304c\u3042\u3063\u305f | \u5199\u771f\u306e\u64ae\u5f71\u65e5\u6642\u3068\u4fdd\u5b58\u30ed\u30b0\u3092\u63d0\u793a\u3059\u308b\u3002\u3053\u3053\u3067\u8a18\u9332\u306e\u4fa1\u5024\u304c\u51fa\u308b |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5165\u8377\u5199\u771f\u306e\u539f\u672c\uff08\u9001\u308a\u72b6\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u3001\u64ae\u5f71\u65e5\u6642\u306e\u307e\u307e\uff09\n- OCR\u306e\u62bd\u51fa\u7d50\u679c\uff08\u751f\u306e\u72b6\u614b\uff09\n- \u751f\u6210AI\u306e\u5224\u5b9a\u7d50\u679c\u3068 `count_confidence`\n- \u78ba\u5b9a\u3057\u305f\u62c5\u5f53\u8005\u3068\u78ba\u5b9a\u65e5\u6642\n- **\u4eba\u304c\u4fee\u6b63\u3057\u305f\u9805\u76ee\u3068\u3001\u4fee\u6b63\u524d\u5f8c\u306e\u5024**\n\n\u6700\u5f8c\u306e\u9805\u76ee\u304c\u7cbe\u5ea6\u306e\u5b9f\u6e2c\u5024\u306b\u306a\u308a\u307e\u3059\u3002\u300c\u500b\u53e3\u6570\u306f\u305d\u306e\u307e\u307e\u901a\u308b\u304c\u3001\u7834\u640d\u306e\u5224\u5b9a\u306f4\u5272\u304c\u4fee\u6b63\u3055\u308c\u3066\u3044\u308b\u300d\u3068\u5206\u304b\u308c\u3070\u3001\u3069\u3053\u3092\u76f4\u3059\u3079\u304d\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002\n\n\u5199\u771f\u306e\u4fdd\u5b58\u671f\u9593\u306f\u3001\u904b\u9001\u7d04\u6b3e\u4e0a\u306e\u7533\u3057\u7acb\u3066\u671f\u9593\u3068\u3001\u793e\u5185\u306e\u54c1\u8cea\u8a18\u9332\u306e\u4fdd\u5b58\u5e74\u9650\u306e\u9577\u3044\u307b\u3046\u306b\u5408\u308f\u305b\u307e\u3059\u3002","minimal_setup":"1. \u76f4\u8fd1\u306e\u5165\u8377\u3067\u7570\u5e38\u304c\u51fa\u305f\u3082\u306e10\u4ef6\u3068\u3001\u7570\u5e38\u304c\u306a\u304b\u3063\u305f\u3082\u306e10\u4ef6\u306e\u5199\u771f\u3092\u7528\u610f\u3059\u308b\n2. Claude \u3084 ChatGPT \u306e\u753b\u9762\u306b\u30011\u7d0d\u54c1\u3076\u3093\u306e\u5199\u771f\u3092\u307e\u3068\u3081\u3066\u8cbc\u308b\n3. \u4e0a\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8cbc\u308a\u3001\u5224\u5b9a\u7d50\u679c\u3092\u898b\u308b\n4. 20\u4ef6\u306e\u3046\u3061\u3001\u7834\u640d\u306e\u6709\u7121\u304c\u6b63\u3057\u304f\u51fa\u305f\u306e\u304c\u4f55\u4ef6\u304b\u3092\u6570\u3048\u308b\n5. \u3042\u308f\u305b\u3066\u3001\u500b\u53e3\u6570\u304c\u6b63\u3057\u304f\u6570\u3048\u3089\u308c\u305f\u306e\u304c\u4f55\u4ef6\u304b\u3092\u6570\u3048\u308b\n\n**\u3053\u306e\u691c\u8a3c\u3060\u3051\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u5199\u771f\u306e\u5224\u5b9a\u7cbe\u5ea6\u306f\u3001\u5009\u5eab\u306e\u660e\u308b\u3055\u3068\u64ae\u308a\u65b9\u306b\u5f37\u304f\u4f9d\u5b58\u3057\u307e\u3059\u3002\u4ed6\u793e\u306e\u4e8b\u4f8b\u3067\u306f\u306a\u304f\u3001\u81ea\u793e\u306e\u5009\u5eab\u3067\u64ae\u3063\u305f\u5199\u771f\u3067\u6e2c\u3089\u306a\u3044\u3068\u3001\u5c0e\u5165\u5f8c\u306e\u5de5\u6570\u304c\u8aad\u3081\u307e\u305b\u3093\u3002\n\n\u5224\u65ad\u306e\u76ee\u5b89\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u7834\u640d\u306e\u5224\u5b9a\u304c\u6b63\u3057\u304b\u3063\u305f\u4ef6\u6570 | \u5224\u65ad |\n|:--|:--|\n| 18\u4ef6\u4ee5\u4e0a | \u81ea\u52d5\u5316\u3059\u308b\u4fa1\u5024\u304c\u3042\u308b |\n| 14\u301c17\u4ef6 | \u78ba\u8a8d\u306b\u6642\u9593\u306f\u304b\u304b\u308b\u304c\u3001\u8a18\u9332\u306e\u624b\u9593\u306f\u6e1b\u308b\u3002\u64ae\u308a\u65b9\u306e\u6a19\u6e96\u5316\u304b\u3089\u59cb\u3081\u308b |\n| 13\u4ef6\u4ee5\u4e0b | \u64ae\u5f71\u306e\u30eb\u30fc\u30eb\uff08\u8ddd\u96e2\u30fb\u89d2\u5ea6\u30fb\u660e\u308b\u3055\uff09\u3092\u6c7a\u3081\u76f4\u3057\u3066\u304b\u3089\u6e2c\u308a\u76f4\u3059 |","minimal_setup_short":"\u751f\u6210AI\u306e\u753b\u9762\u306b\u5199\u771f\u3092\u8cbc\u308a\u3001\u8a18\u9332\u6587\u3092\u30b3\u30d4\u30fc\u3057\u3066\u53f0\u5e33\u306b\u8cbc\u308b \uff0f \u8a18\u9332\u6587\u306e\u4f5c\u6210\u306e\u307f","semi_auto_setup":"\u30d5\u30a9\u30eb\u30c0\u76e3\u8996 \u2192 OCR\uff0b\u5224\u5b9a \u2192 \u7d50\u679c\u3092\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u51fa\u529b \u2192 \u4eba\u304c\u53f0\u5e33\u3078\u53cd\u6620 \uff0f \u8aad\u307f\u53d6\u308a\u30fb\u5224\u5b9a\u30fb\u8a18\u9332\u6587","full_setup":"\u4e0a\u8a18\uff0bWMS\u7a81\u5408\uff0b\u78ba\u8a8d\u753b\u9762\uff0b\u53f0\u5e33\u767b\u9332\uff0b\u7533\u3057\u7acb\u3066\u6587\u306e\u4e0b\u66f8\u304d \uff0f \u78ba\u5b9a\u4ee5\u5916\u306e\u3059\u3079\u3066","level_note":"**\u534a\u81ea\u52d5\u5316\u306e\u6642\u70b9\u3067\u30016\u5206\u304c3\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u8ee2\u8a18\u304c\u6d88\u3048\u308b\u3060\u3051\u3067\u624b\u9593\u306e\u534a\u5206\u306f\u6e1b\u308a\u307e\u3059\u3002\u672c\u683c\u69cb\u6210\u306b\u3059\u308b\u30682.4\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u78ba\u8a8d\u753b\u9762\u3068WMS\u9023\u643a\u306e\u5b9f\u88c5\u304c\u5fc5\u8981\u3067\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u64ae\u308a\u65b9\u304c\u4eba\u306b\u3088\u3063\u3066\u9055\u3044\u3001\u5224\u5b9a\u304c\u5b89\u5b9a\u3057\u306a\u3044 | 3\u30ab\u30c3\u30c8\uff08\u8377\u59ff\u5168\u4f53\u30fb\u8377\u672d\u30fb\u6c17\u306b\u306a\u308b\u7b87\u6240\uff09\u3092\u6c7a\u3081\u3001\u64ae\u5f71\u753b\u9762\u306b\u898b\u672c\u3092\u51fa\u3059 |\n| \u8377\u672d\u304c\u5199\u3063\u3066\u3044\u306a\u3044\u5199\u771f\u304c\u5c4a\u304f | \u8377\u672d\u306eOCR\u304c\u5931\u6557\u3057\u305f\u3089\u3001\u305d\u306e\u5834\u3067\u64ae\u308a\u76f4\u3057\u3092\u4fc3\u3059 |\n| \u500b\u53e3\u6570\u304c\u91cd\u306a\u3063\u3066\u6570\u3048\u3089\u308c\u306a\u3044 | \u300c\u6570\u3048\u3089\u308c\u306a\u3044\u300d\u3092\u8fd4\u3055\u305b\u308b\u3002\u7121\u7406\u306b\u6570\u3048\u3055\u305b\u308b\u3068\u3001\u5408\u3063\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u3066\u9055\u3046 |\n| \u751f\u6210AI\u304c\u5185\u5bb9\u7269\u306e\u7834\u640d\u307e\u3067\u63a8\u6e2c\u3057\u3066\u66f8\u304f | \u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u300c\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u3060\u3051\u300d\u3068\u660e\u793a\u3059\u308b\u3002**\u5fc5\u9808** |\n| \u5199\u771f\u304c\u5927\u304d\u3059\u304e\u3066\u51e6\u7406\u304c\u9045\u3044\u30fb\u8cbb\u7528\u304c\u304b\u3055\u3080 | \u9001\u4fe1\u524d\u306b\u9577\u8fba2,000\u30d4\u30af\u30bb\u30eb\u3078\u7e2e\u5c0f\u3059\u308b |\n| 1\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u753b\u50cf\u304c20\u679a\u3092\u8d85\u3048\u3066\u5f3e\u304b\u308c\u308b | \u7d0d\u54c1\u5358\u4f4d\u3067\u5206\u5272\u3059\u308b\u300220\u679a\u3092\u8d85\u3048\u308b\u3068\u5404\u753b\u50cf\u306e\u5bf8\u6cd5\u4e0a\u9650\u304c\u53b3\u3057\u304f\u306a\u308b |\n| \u5009\u5eab\u306e\u5965\u3067\u96fb\u6ce2\u304c\u5c4a\u304b\u305a\u3001\u5199\u771f\u304c\u4e0a\u304c\u3089\u306a\u3044 | \u7aef\u672b\u306b\u4fdd\u5b58\u3057\u3066\u5f8c\u3067\u540c\u671f\u3059\u308b\u3002\u540c\u671f\u6f0f\u308c\u3092\u691c\u77e5\u3059\u308b\u4ed5\u7d44\u307f\u3092\u5165\u308c\u308b |\n| \u5199\u771f\u3068\u9001\u308a\u72b6\u756a\u53f7\u304c\u3064\u306a\u304c\u3089\u306a\u3044 | \u5148\u306b\u9001\u308a\u72b6\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u4f5c\u3063\u3066\u304b\u3089\u64ae\u308b\u3002\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5f8c\u4ed8\u3051\u306f\u3057\u306a\u3044 |\n| \u5224\u5b9a\u304c\u300c\u7570\u5e38\u306a\u3057\u300d\u306b\u5012\u308c\u3066\u898b\u843d\u3068\u3059 | `unknown` \u3092\u5fc5\u305a\u8fd4\u3055\u305b\u3001`unknown` \u306f\u4eba\u304c\u898b\u308b\u904b\u7528\u306b\u3059\u308b |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u4ed5\u5165\u5148\u540d\u3001\u9001\u308a\u72b6\u756a\u53f7\u3001\u53d6\u5f15\u6570\u91cf\u3001\u5009\u5eab\u5185\u306e\u69d8\u5b50\u3002**\u53d6\u5f15\u5148\u3068\u306e\u53d6\u5f15\u6761\u4ef6\u304c\u63a8\u6e2c\u3067\u304d\u308b\u60c5\u5831\u304c\u542b\u307e\u308c\u307e\u3059\u3002**\n\n1. **\u5199\u308a\u8fbc\u307f\u3078\u306e\u914d\u616e** \u2026 \u5009\u5eab\u3067\u64ae\u308b\u5199\u771f\u306b\u306f\u3001\u4f5c\u696d\u8005\u3084\u30c9\u30e9\u30a4\u30d0\u30fc\u304c\u5199\u308a\u8fbc\u307f\u307e\u3059\u3002\u751f\u6210AI\u306b\u306f\u4eba\u7269\u306b\u3064\u3044\u3066\u4f55\u3082\u66f8\u304b\u305b\u306a\u3044\u6307\u793a\u3092\u5165\u308c\u3001\u793e\u5185\u306e\u500b\u4eba\u60c5\u5831\u306e\u53d6\u308a\u6271\u3044\u30eb\u30fc\u30eb\u306b\u6cbf\u3063\u3066\u4fdd\u5b58\u671f\u9593\u3092\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\n2. **\u5916\u90e8AI\u3078\u306e\u5165\u529b\u53ef\u5426** \u2026 \u8377\u672d\u306b\u306f\u4ed5\u5165\u5148\u540d\u3068\u6570\u91cf\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u81ea\u793e\u306e\u60c5\u5831\u7ba1\u7406\u898f\u7a0b\u3068\u3001\u4e3b\u8981\u4ed5\u5165\u5148\u3068\u306e\u5951\u7d04\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\n3. **\u5b66\u7fd2\u5229\u7528** \u2026 \u5165\u529b\u3092\u5b66\u7fd2\u306b\u4f7f\u308f\u306a\u3044\u3053\u3068\u304c\u5951\u7d04\u3067\u4fdd\u8a3c\u3055\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3073\u307e\u3059\n4. **\u7533\u3057\u7acb\u3066\u6587\u306e\u81ea\u52d5\u9001\u4fe1\u3092\u3057\u306a\u3044** \u2026 \u904b\u9001\u4f1a\u793e\u3078\u306e\u9023\u7d61\u306f\u4ea4\u6e09\u306e\u5165\u53e3\u3067\u3059\u3002AI\u306e\u5224\u5b9a\u3060\u3051\u3067\u9001\u308b\u69cb\u6210\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\n5. **\u30a2\u30af\u30bb\u30b9\u6a29\u9650** \u2026 \u5199\u771f\u3068\u8a18\u9332\u306e\u4fdd\u7ba1\u5834\u6240\u3092\u3001\u7269\u6d41\u90e8\u9580\u3068\u8cfc\u8cb7\u90e8\u9580\u306b\u9650\u5b9a\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001\u8aa4\u3063\u305f\u7533\u3057\u7acb\u3066\u306b\u3088\u308b\u53d6\u5f15\u5148\u3068\u306e\u95a2\u4fc2\u60aa\u5316\u3068\u3001\u898b\u843d\u3068\u3057\u306b\u3088\u308b\u53d6\u308a\u306f\u3050\u308c\u3067\u3059\u3002\u5224\u5b9a\u30ed\u30b0\u3068\u78ba\u5b9a\u8005\u3092\u6b8b\u3057\u3001\u5f8c\u304b\u3089\u8ffd\u8de1\u3067\u304d\u308b\u72b6\u614b\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002","recommended_for":"\u5165\u8377\u304c\u6708500\u4ef6\u4ee5\u4e0a\u3042\u308a\u3001\u5916\u88c5\u306e\u7834\u640d\u3084\u54e1\u6570\u9055\u3044\u304c\u6bce\u6708\u767a\u751f\u3057\u3066\u3044\u308b\u3002\u5009\u5eab\u3067\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u307e\u305f\u306f\u30bf\u30d6\u30ec\u30c3\u30c8\u3092\u4f7f\u3048\u308b\u74b0\u5883\u304c\u3042\u308b\u3053\u3068\u3002","not_recommended_for":"\u5165\u8377\u304c\u6708100\u4ef6\u672a\u6e80\u3067\u3001\u691c\u54c1\u306e\u8a18\u9332\u304c\u6570\u884c\u3067\u6e08\u3093\u3067\u3044\u308b\u5834\u5408\u3002\u5165\u8377\u306e\u5927\u534a\u304c\u81ea\u793e\u4fbf\u3067\u3001\u904b\u9001\u4f1a\u793e\u3078\u306e\u7533\u3057\u7acb\u3066\u304c\u767a\u751f\u3057\u306a\u3044\u5834\u5408\u3002WMS\u306b\u691c\u54c1\u306e\u5199\u771f\u8a18\u9332\u6a5f\u80fd\u304c\u65e2\u306b\u3042\u308b\u5834\u5408\u3002","first_step":"**1\u9031\u76ee\uff1a\u64ae\u308a\u65b9\u3092\u6c7a\u3081\u308b**\n\n3\u30ab\u30c3\u30c8\u306e\u898b\u672c\u3092\u4f5c\u308a\u3001A4\u306b\u5370\u5237\u3057\u3066\u30db\u30fc\u30e0\u306b\u8cbc\u308a\u307e\u3059\u3002**AI\u3092\u5165\u308c\u308b\u524d\u306b\u3001\u3053\u306e1\u9031\u9593\u3067\u5199\u771f\u306e\u8cea\u304c\u63c3\u3046\u304b\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002** \u63c3\u308f\u306a\u3044\u306a\u3089\u3001AI\u3092\u5165\u308c\u3066\u3082\u7d50\u679c\u306f\u63c3\u3044\u307e\u305b\u3093\u3002\n\n**2\u9031\u76ee\uff1a\u5224\u5b9a\u306e\u7cbe\u5ea6\u3092\u6e2c\u308b**\n\n1\u9031\u76ee\u306b\u64ae\u3063\u305f\u5199\u771f\u304b\u308920\u4ef6\u3092\u9078\u3073\u3001\u751f\u6210AI\u306e\u753b\u9762\u3067\u5224\u5b9a\u3055\u305b\u307e\u3059\u3002\u7834\u640d\u306e\u6709\u7121\u3068\u500b\u53e3\u6570\u304c\u4f55\u4ef6\u6b63\u3057\u304f\u51fa\u305f\u304b\u3092\u6570\u3048\u307e\u3059\u3002\u3053\u306e\u7d50\u679c\u3067\u5c0e\u5165\u53ef\u5426\u304c\u6c7a\u307e\u308a\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 \u2192 OCR\uff0b\u5224\u5b9a \u2192 \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u51fa\u529b\u307e\u3067\u3092\u4f5c\u308a\u3001\u5165\u8377\u62c5\u5f531\u540d\u304c2\u9031\u9593\u4f7f\u3044\u307e\u3059\u30026\u5206\u304c\u4f55\u5206\u306b\u306a\u308b\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002WMS\u9023\u643a\u306f\u307e\u3060\u4f5c\u308a\u307e\u305b\u3093\u3002\n\n**2\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 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