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| \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `FeatureTypes` | `FORMS`\u3001`TABLES`\u3001`QUERIES` | \u660e\u7d30\u306e\u30ad\u30fc\u3068\u5024\u3001\u9650\u5ea6\u984d\u306e\u8868\u3001\u6587\u7ae0\u306e\u4e2d\u306e\u6761\u4ef6 |\n| `QueriesConfig` | \u8cea\u554f\u306e\u6587\u3068 `Alias`\u3001`Pages` \u306e\u7d44 | \u660e\u7d30\u306e\u30da\u30fc\u30b8\u306b\u7d5e\u3063\u3066\u9805\u76ee\u540d\u3067\u53d7\u3051\u53d6\u308b |\n| `ClientRequestToken` | \u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5 | \u540c\u3058\u8a3c\u5238\u3067\u4e8c\u91cd\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u306a\u3044 |\n| `JobTag` | \u5b50\u4f1a\u793e\u306e\u30b3\u30fc\u30c9 | \u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u5b50\u4f1a\u793e\u3092\u5f15\u304f |\n\n| `Alias` | \u8cea\u554f\u306e\u6587 |\n|:--|:--|\n| `INSURER` | What is the name of the insurance company? |\n| `POLICY_NO` | What is the policy number? |\n| `NAMED_INSURED` | Who is the named insured? |\n| `POLICY_PERIOD` | What is the policy period? |\n| `LIMIT_OCCURRENCE` | What is the limit of liability each occurrence? |\n| `LIMIT_AGGREGATE` | What is the aggregate limit? |\n| `DEDUCTIBLE` | What is the deductible or retention amount? |\n\n**\u8cea\u554f\u306e\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308a\u307e\u3059\u3002** \u7a7a\u306a\u3089\u3001\u660e\u7d30\u306e\u30da\u30fc\u30b8\u306e\u8868\u3068\u30ad\u30fc\u3068\u5024\u304b\u3089\u63a2\u3057\u307e\u3059\u3002\u8ca1\u7269\u306e\u4fdd\u967a\u306e\u3088\u3046\u306b\u9650\u5ea6\u984d\u304c\u5efa\u7269\u30fb\u5728\u5eab\u30fb\u8a2d\u5099\u3054\u3068\u306b\u8868\u3067\u4e26\u3076\u3082\u306e\u306f\u3001**\u8cea\u554f\u3088\u308a\u8868\u306e\u307b\u3046\u304c\u78ba\u5b9f\u3067\u3059\u3002**\n\n\u7d50\u679c\u306f1\u56de\u6700\u59271,000\u30d6\u30ed\u30c3\u30af\u3067\u533a\u5207\u3089\u308c\u3001`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u547c\u3073\u76f4\u3057\u307e\u3059\u3002**\u540c\u671f\u306e\u51e6\u7406\u306fPDF1\u30da\u30fc\u30b8\u307e\u3067\u3067\u3001\u8a3c\u5238\u306f\u6570\u5341\u30da\u30fc\u30b8\u3042\u308b\u306e\u3067\u975e\u540c\u671f\u3067\u8aad\u307f\u307e\u3059\u3002** `JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306a\u3044\u305f\u3081\u3001\u53d6\u3063\u305f\u7d50\u679c\u306f\u305d\u306e\u5834\u3067S3\u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002\n\n**\u88cf\u66f8\u306f\u3001\u660e\u7d30\u3068\u306f\u5225\u306b\u3001\u30da\u30fc\u30b8\u3054\u3068\u306e\u898b\u51fa\u3057\u3067\u62fe\u3044\u307e\u3059\u3002** `Endorsement`\u3001`Amendment`\u3001`It is hereby agreed` \u306e\u3088\u3046\u306a\u8a00\u3044\u65b9\u3067\u59cb\u307e\u308b\u30da\u30fc\u30b8\u3092\u88cf\u66f8\u3068\u3057\u3066\u96c6\u3081\u3001\u751f\u6210AI\u306b\u6e21\u3057\u307e\u3059\u3002","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u4fdd\u8b77\u3055\u308c\u305f\u3082\u306e\u306f\u5b50\u4f1a\u793e\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059**\n3. **\u30b5\u30a4\u30ba\u3068\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u3001PDF\u3068TIFF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\n4. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 \u82f1\u8a9e\u4ee5\u5916\u306e\u8a3c\u5238\u306f\u8cea\u554f\u304c\u4f7f\u3048\u306a\u3044\u305f\u3081\u3001\u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u62c5\u5f53\u8005\u306e\u4e00\u89a7\u306b\u5165\u308c\u307e\u3059\n5. **\u660e\u7d30\u306e\u30da\u30fc\u30b8\u306e\u7279\u5b9a** \u2026 1\u30da\u30fc\u30b8\u76ee\u304b\u3089\u9806\u306b\u3001`Declarations`\u3001`Schedule` \u306e\u3088\u3046\u306a\u898b\u51fa\u3057\u306e\u3042\u308b\u30da\u30fc\u30b8\u3092\u63a2\u3057\u3001\u8cea\u554f\u306e `Pages` \u306b\u5165\u308c\u307e\u3059\u3002**\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8a3c\u5238\u3067\u306f\u3001\u4fdd\u967a\u306e\u7a2e\u985e\u3054\u3068\u306e\u660e\u7d30\u306e\u7bc4\u56f2\u3092\u5206\u3051\u307e\u3059**\n6. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u8a3c\u5238\u756a\u53f7\u30fb\u540c\u3058\u4fdd\u967a\u671f\u9593\u306e\u8a3c\u5238\u304c\u53f0\u5e33\u306b\u3042\u308c\u3070\u3001\u5dee\u3057\u66ff\u3048\u304b\u91cd\u8907\u304b\u3092\u78ba\u304b\u3081\u308b\u5370\u3092\u4ed8\u3051\u307e\u3059","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u4fdd\u967a\u306e\u7a2e\u985e\u3054\u3068\u306b\u660e\u7d30\u306e\u5024\u3092\u539f\u6587\u306e\u307e\u307e\u5199\u3057\u3001\u9650\u5ea6\u984d\u306e\u7a2e\u985e\u3092\u533a\u5225\u3057\u3001\u88cf\u66f8\u304c\u5909\u3048\u3066\u3044\u308b\u6761\u4ef6\u3092\u62fe\u3046\u3053\u3068\u3067\u3059\u3002** \u65b9\u91dd\u3068\u306e\u7167\u5408\u3068\u88dc\u511f\u306e\u8a55\u4fa1\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u898b\u308b\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u4fdd\u967a\u4f1a\u793e\u30fb\u8a3c\u5238\u756a\u53f7 | \u539f\u6587\u306e\u307e\u307e | \u8907\u6570\u3042\u308c\u3070\u4fdd\u967a\u306e\u7a2e\u985e\u3054\u3068\u306b\u5206\u3051\u308b |\n| \u88ab\u4fdd\u967a\u8005 | \u8a18\u540d\u88ab\u4fdd\u967a\u8005\u3068\u8ffd\u52a0\u306e\u88ab\u4fdd\u967a\u8005\u3092\u539f\u6587\u306e\u307e\u307e | \u5b50\u4f1a\u793e\u306e\u540d\u524d\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u305d\u306e\u65e8\u3092\u8a18\u9332 |\n| \u4fdd\u967a\u671f\u9593 | \u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u306e\u65e5\u4ed8\u3068\u3001\u6642\u523b\u30fb\u5730\u57df\u306e\u8a18\u8f09\u3092\u539f\u6587\u306e\u307e\u307e | \u65e5\u3068\u6708\u306e\u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u9650\u5ea6\u984d | 1\u4e8b\u6545\u3042\u305f\u308a\u30fb\u5408\u8a08\u30fb\u30b5\u30d6\u30ea\u30df\u30c3\u30c8\u3092\u5206\u3051\u3001\u91d1\u984d\u3068\u901a\u8ca8\u3092\u539f\u6587\u306e\u307e\u307e | \u4f55\u306b\u3064\u3044\u3066\u306e\u9650\u5ea6\u984d\u304b\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u514d\u8cac\u91d1\u984d | \u91d1\u984d\u3068\u30011\u4e8b\u6545\u3042\u305f\u308a\u304b\u5408\u8a08\u304b\u306e\u5225\u3092\u539f\u6587\u306e\u307e\u307e | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a |\n| \u88cf\u66f8\u306b\u3088\u308b\u5909\u66f4 | \u9650\u5ea6\u984d\u30fb\u514d\u8cac\u91d1\u984d\u30fb\u88ab\u4fdd\u967a\u8005\u30fb\u88dc\u511f\u306e\u7bc4\u56f2\u3092\u5909\u3048\u308b\u88cf\u66f8\u3092\u3001\u5909\u66f4\u306e\u5185\u5bb9\u3068\u30da\u30fc\u30b8\u3067 | \u4f55\u3092\u5909\u3048\u308b\u304b\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `needs_human` |\n\n**\u9650\u5ea6\u984d\u306e\u7a2e\u985e\u3092\u5206\u3051\u3055\u305b\u308b\u306e\u306f\u3001\u65b9\u91dd\u304c\u305d\u308c\u305e\u308c\u306b\u91d1\u984d\u3092\u6c7a\u3081\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002** 1\u4e8b\u6545\u3042\u305f\u308a\u3068\u5408\u8a08\u3092\u53d6\u308a\u9055\u3048\u308b\u3068\u3001**\u540c\u3058\u91d1\u984d\u3067\u3082\u65b9\u91dd\u306b\u5c4a\u3044\u3066\u3044\u308b\u304b\u306e\u7d50\u8ad6\u304c\u9006\u306b\u306a\u308a\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u88dc\u511f\u306e\u7bc4\u56f2\u304c\u5341\u5206\u304b\u306e\u8a55\u4fa1 | \u672c\u793e\u306e\u62c5\u5f53\u8005\u3068\u4fdd\u967a\u306e\u4ef2\u4ecb\u8005\u304c\u6c7a\u3081\u308b |\n| \u65b9\u91dd\u3068\u306e\u7167\u5408 | \u63db\u7b97\u3068\u6bd4\u8f03\u306f Python \u304c\u884c\u3046 |\n| \u901a\u8ca8\u306e\u63db\u7b97 | \u793e\u5185\u30ec\u30fc\u30c8\u3067 Python \u304c\u884c\u3046 |\n| \u7d04\u6b3e\u306e\u89e3\u91c8 | \u514d\u8cac\u4e8b\u7531\u3084\u88dc\u511f\u306e\u7bc4\u56f2\u306e\u610f\u5473\u306f\u4eba\u304c\u8aad\u3080 |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9650\u5ea6\u984d\u306e\u63a8\u6e2c | \u524d\u306e\u671f\u306e\u5024\u3084\u4e00\u822c\u7684\u306a\u6c34\u6e96\u3067\u57cb\u3081\u306a\u3044 |\n\n**5\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u66f4\u65b0\u306e\u8a3c\u5238\u306b\u9650\u5ea6\u984d\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u3001\u524d\u306e\u671f\u306e\u53f0\u5e33\u306e\u5024\u3084\u3001\u3088\u304f\u3042\u308b\u91d1\u984d\u3092\u7b54\u3048\u306b\u3057\u304c\u3061\u3067\u3001**\u305d\u306e\u77ac\u9593\u306b\u300c\u65b9\u91dd\u306b\u5c4a\u3044\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u8aa4\u3063\u305f\u7d50\u8ad6\u304c\u53f0\u5e33\u306b\u5165\u308a\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u5546\u793e\u306e\u672c\u793e\u8ca1\u52d9\u90e8\u3067\u3001\u6d77\u5916\u5b50\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\u82f1\u6587\u306e\u4fdd\u967a\u8a3c\u5238\u306e\n\u6761\u4ef6\u3092\u30b0\u30eb\u30fc\u30d7\u306e\u4ed8\u4fdd\u53f0\u5e33\u306b\u8a18\u9332\u3059\u308b\u62c5\u5f53\u3067\u3059\u3002\nOCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\uff08\u4fdd\u967a\u306e\u7a2e\u985e\u3054\u3068\uff09\u3011\ncoverage_line\u3001insurer_raw\u3001policy_no\u3001named_insured_raw\u3001\nadditional_insured_raw\u3001period_start_raw\u3001period_end_raw\u3001\nlimits\uff08kind\uff1aeach_occurrence\uff0faggregate\uff0fsublimit\u3001amount_raw\u3001currency_raw\u3001\n\u5bfe\u8c61\u306e\u8aac\u660e\uff09\u3001deductible\uff08amount_raw\u3001currency_raw\u3001basis\uff09\u3001\nendorsements\uff08\u5909\u66f4\u306e\u5185\u5bb9\u3001\u30da\u30fc\u30b8\uff09\u3001\u5404\u9805\u76ee\u306e status \u3068\u30da\u30fc\u30b8\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ........... \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u9805\u76ee\u3068\u3057\u3066\u89e3\u91c8\u3067\u304d\u308b\n- missing ...... \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\n- unreadable ... \u6587\u5b57\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous .... \u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3001\u307e\u305f\u306f\u9650\u5ea6\u984d\u306e\u7a2e\u985e\u304c\u6c7a\u307e\u3089\u306a\u3044\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u9650\u5ea6\u984d\u306f\u30011\u4e8b\u6545\u3042\u305f\u308a\uff08each occurrence \u306a\u3069\uff09\u3001\u671f\u9593\u4e2d\u306e\u5408\u8a08\n  \uff08aggregate \u306a\u3069\uff09\u3001\u7279\u5b9a\u306e\u640d\u5bb3\u3060\u3051\u306e\u9650\u5ea6\u984d\uff08sublimit\uff09\u3092\u5206\u3051\u3066\n  \u304f\u3060\u3055\u3044\u3002\u3069\u308c\u304b\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 kind \u3092\u7a7a\u306b\u3057\u3001status \u3092 ambiguous\n  \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u3068\u901a\u8ca8\u306f\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9650\u5ea6\u984d\u3084\u514d\u8cac\u91d1\u984d\u3092\u3001\u524d\u306e\u671f\u306e\u5024\u3084\u4e00\u822c\u7684\u306a\u6c34\u6e96\u3067\n  \u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u88cf\u66f8\u304c\u9650\u5ea6\u984d\u30fb\u514d\u8cac\u91d1\u984d\u30fb\u88ab\u4fdd\u967a\u8005\u30fb\u88dc\u511f\u306e\u7bc4\u56f2\u3092\u5909\u3048\u3066\u3044\u308b\u5834\u5408\u306f\u3001\n  \u5909\u66f4\u306e\u5185\u5bb9\u3092\u539f\u6587\u306e\u307e\u307e\u77ed\u304f\u5199\u3057\u3001\u30da\u30fc\u30b8\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7d04\u6b3e\u306e\u672c\u6587\u306b\u51fa\u3066\u304f\u308b\u4f8b\u793a\u306e\u91d1\u984d\u3092\u3001\u3053\u306e\u5951\u7d04\u306e\u5024\u3068\u3057\u3066\u4f7f\u308f\u306a\u3044\u3067\n  \u304f\u3060\u3055\u3044\u3002\u5024\u306f\u660e\u7d30\u306e\u30da\u30fc\u30b8\u3068\u88cf\u66f8\u304b\u3089\u3060\u3051\u53d6\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n- \u88dc\u511f\u304c\u5341\u5206\u304b\u3001\u65b9\u91dd\u3092\u6e80\u305f\u3059\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4fdd\u967a\u8a3c\u5238\u3067\u306a\u3044\u66f8\u985e\uff08\u8acb\u6c42\u66f8\u3001\u898b\u7a4d\u66f8\u3001\u8a3c\u660e\u66f8\u306a\u3069\uff09\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\n  \u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_forms_tables_queries}\n\u3010\u660e\u7d30\u306e\u30da\u30fc\u30b8\u306e\u7bc4\u56f2\u3011{declaration_pages}\n\u3010\u88cf\u66f8\u306e\u30da\u30fc\u30b8\u3011{endorsement_pages}\n```\n\n**\u300c\u524d\u306e\u671f\u306e\u5024\u3067\u57cb\u3081\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u57cb\u3081\u307e\u3059\u3002** \u53f0\u5e33\u306e\u60c5\u5831\u3092\u6e21\u3057\u3066\u3044\u306a\u304f\u3066\u3082\u3001\u3088\u304f\u3042\u308b\u9650\u5ea6\u984d\u3092\u300c\u4e00\u822c\u7684\u306a\u300d\u5024\u3068\u3057\u3066\u66f8\u304d\u6dfb\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u53f0\u5e33\u306e\u524d\u306e\u671f\u306e\u5024\u306f\u3001\u305d\u3082\u305d\u3082\u751f\u6210AI\u306b\u6e21\u3057\u307e\u305b\u3093\u3002**","output_data":"**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\uff09\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"file\": \"\",\n  \"document_type\": \"insurance_policy\",\n  \"subsidiary_code\": \"US02\",\n  \"coverages\": [\n    {\n      \"coverage_line\": \"general_liability\",\n      \"insurer_raw\": \"\",\n      \"policy_no\": \"GL-2026-55821\",\n      \"named_insured_raw\": \"\",\n      \"period_start_raw\": \"10\/01\/2026\",\n      \"period_end_raw\": \"10\/01\/2027\",\n      \"limits\": [\n        { \"kind\": \"each_occurrence\", \"amount_raw\": \"1,000,000\", \"currency_raw\": \"USD\" },\n        { \"kind\": \"aggregate\", \"amount_raw\": \"2,000,000\", \"currency_raw\": \"USD\" }\n      ],\n      \"deductible\": { \"amount_raw\": \"25,000\", \"currency_raw\": \"USD\", \"basis\": \"each occurrence\" },\n      \"endorsements\": [ { \"change_raw\": \"\", \"page\": 34 } ],\n      \"items\": [ { \"item\": \"limits\", \"status\": \"ok\", \"confidence\": 0, \"page\": 2 } ]\n    }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7167\u5408\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** Python \u304c\u91d1\u984d\u3092\u6570\u5024\u306b\u76f4\u3057\u3001\u793e\u5185\u30ec\u30fc\u30c8\u3067\u63db\u7b97\u3057\u3066\u3001\u4ed8\u4fdd\u65b9\u91dd\u306e\u8868\u3068\u6bd4\u3079\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u5370 | \u4ed8\u3051\u308b\u6761\u4ef6 |\n|:--|:--|\n| `ok` | \u9650\u5ea6\u984d\u306e\u7a2e\u985e\u3054\u3068\u306b\u65b9\u91dd\u306e\u6700\u4f4e\u306e\u91d1\u984d\u4ee5\u4e0a\u3001\u514d\u8cac\u91d1\u984d\u304c\u4e0a\u9650\u4ee5\u4e0b\u3001\u88ab\u4fdd\u967a\u8005\u306b\u5b50\u4f1a\u793e\u304c\u542b\u307e\u308c\u3001\u66f4\u65b0\u307e\u306790\u65e5\u4ee5\u4e0a |\n| `below_minimum` | \u9650\u5ea6\u984d\u306e\u3044\u305a\u308c\u304b\u304c\u65b9\u91dd\u306e\u6700\u4f4e\u306e\u91d1\u984d\u306b\u5c4a\u304b\u306a\u3044 |\n| `deductible_over` | \u514d\u8cac\u91d1\u984d\u304c\u65b9\u91dd\u306e\u4e0a\u9650\u3092\u8d85\u3048\u308b |\n| `expiring_soon` | \u4fdd\u967a\u671f\u9593\u306e\u7d42\u308f\u308a\u307e\u306790\u65e5\u3092\u5207\u3063\u305f |\n| `endorsement_change` | \u88cf\u66f8\u304c\u9650\u5ea6\u984d\u30fb\u514d\u8cac\u91d1\u984d\u30fb\u88ab\u4fdd\u967a\u8005\u30fb\u88dc\u511f\u306e\u7bc4\u56f2\u3092\u5909\u3048\u3066\u3044\u308b |\n| `needs_human` | `ambiguous` \u304b `unreadable` \u304c\u3042\u308b\u3001\u88ab\u4fdd\u967a\u8005\u306b\u5b50\u4f1a\u793e\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3001\u307e\u305f\u306f\u8a3c\u5238\u3067\u306a\u3044\u66f8\u985e |\n\n**2\u3064\u76ee\u306f\u3001\u901a\u8ca8\u306e\u63db\u7b97\u3092\u8a18\u9332\u3068\u3057\u3066\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u539f\u6587\u306e\u91d1\u984d\u3068\u901a\u8ca8\u3001\u4f7f\u3063\u305f\u793e\u5185\u30ec\u30fc\u30c8\u3001\u63db\u7b97\u5f8c\u306e\u91d1\u984d\u3092\u4e26\u3079\u3066\u53f0\u5e33\u306b\u6b8b\u3059\u306e\u3067\u3001**\u70ba\u66ff\u304c\u52d5\u3044\u3066\u65b9\u91dd\u306e\u5883\u76ee\u3092\u8d8a\u3048\u305f\u3068\u304d\u306b\u3001\u3069\u306e\u5951\u7d04\u304b\u3089\u898b\u76f4\u3059\u304b\u304c\u3059\u3050\u306b\u5206\u304b\u308a\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5 | \u8a3c\u5238\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3066 AWS Lambda \u3092\u52d5\u304b\u3059 |\n| AWS Textract | API\u547c\u3073\u51fa\u3057\uff08\u975e\u540c\u671f\uff09 | \u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u3067\u7d50\u679c\u3092\u53d6\u308b |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u660e\u7d30\u3068\u88cf\u66f8\u306e\u6761\u4ef6\u306e\u53d6\u308a\u51fa\u3057 |\n| \u4ed8\u4fdd\u65b9\u91dd\u306e\u8868\u30fb\u793e\u5185\u30ec\u30fc\u30c8 | \u8aad\u307f\u53d6\u308a | \u7167\u5408\u3068\u63db\u7b97\u306b\u4f7f\u3046 |\n| \u4ed8\u4fdd\u53f0\u5e33 | \u4e0b\u66f8\u304d\u306e\u884c\u306e\u66f8\u304d\u8fbc\u307f | \u5951\u7d04\u3054\u3068\u306e\u5024\u30fb\u51fa\u3069\u3053\u308d\u30fb\u5370\u3002\u78ba\u5b9a\u306f\u62c5\u5f53\u8005 |\n\n**\u4ed8\u4fdd\u53f0\u5e33\u306e\u78ba\u5b9a\u306f\u3001\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059\u3002** \u3053\u306e\u69cb\u6210\u304c\u66f8\u304f\u306e\u306f\u4e0b\u66f8\u304d\u306e\u884c\u307e\u3067\u3067\u3059\u3002**\u53f0\u5e33\u306f\u4fdd\u967a\u306e\u4ef2\u4ecb\u8005\u3084\u76e3\u67fb\u306b\u51fa\u3059\u8cc7\u6599\u306e\u5143\u306b\u306a\u308b\u305f\u3081\u3001\u78ba\u5b9a\u3057\u305f\u5024\u3068\u78ba\u304b\u3081\u305f\u4eba\u3092\u5206\u3051\u3066\u6b8b\u3057\u307e\u3059\u3002**","human_review":"**\u672c\u793e\u306e\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f\u3001`ok` \u4ee5\u5916\u306e\u5370\u304c\u4ed8\u3044\u305f\u5951\u7d04\u3067\u3059\u3002** `ok` \u306e\u5951\u7d04\u306f\u3001\u53d6\u308a\u51fa\u3057\u305f\u5024\u3068\u51fa\u3069\u3053\u308d\u306e\u4e00\u89a7\u3067\u6d41\u3057\u898b\u307e\u3059\u3002\n\n1. **`needs_human` \u3092\u5148\u306b\u898b\u308b** \u2026 \u88ab\u4fdd\u967a\u8005\u306b\u5b50\u4f1a\u793e\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3082\u306e\u306f\u3001**\u9650\u5ea6\u984d\u306e\u78ba\u8a8d\u3088\u308a\u5148\u306b\u5b50\u4f1a\u793e\u306b\u78ba\u304b\u3081\u307e\u3059**\n2. **`endorsement_change` \u306e\u88cf\u66f8\u3092\u8aad\u3080** \u2026 \u8a72\u5f53\u30da\u30fc\u30b8\u3092\u958b\u304d\u3001\u5909\u308f\u3063\u305f\u6761\u4ef6\u3092\u53f0\u5e33\u306b\u53cd\u6620\u3057\u307e\u3059\n3. **`below_minimum` \u3068 `deductible_over` \u3092\u78ba\u304b\u3081\u308b** \u2026 \u8a3c\u5238\u306e\u8a72\u5f53\u30da\u30fc\u30b8\u3067\u5024\u3068\u9650\u5ea6\u984d\u306e\u7a2e\u985e\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u3001\u5b50\u4f1a\u793e\u3068\u76f8\u8ac7\u3057\u307e\u3059\n4. **`expiring_soon` \u306e\u66f4\u65b0\u306e\u4e88\u5b9a\u3092\u5b50\u4f1a\u793e\u306b\u805e\u304f** \u2026 \u66f4\u65b0\u306e\u624b\u914d\u304c\u9032\u3093\u3067\u3044\u308b\u304b\u3001\u6761\u4ef6\u3092\u5909\u3048\u308b\u4e88\u5b9a\u304c\u3042\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n\n**3\u756a\u76ee\u306e\u9806\u5e8f\u3092\u5d29\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u306b\u3088\u308b\u4e0d\u8db3\u3092\u5b50\u4f1a\u793e\u306b\u4f1d\u3048\u308b\u3068\u3001**\u5b50\u4f1a\u793e\u306f\u4ef2\u4ecb\u8005\u306b\u8ffd\u52a0\u306e\u898b\u7a4d\u3092\u983c\u307f\u59cb\u3081\u307e\u3059\u3002** \u78ba\u304b\u3081\u3066\u304b\u3089\u76f8\u8ac7\u3057\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u5b50\u4f1a\u793e\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080** |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u8a3c\u5238 | \u8cea\u554f\u304c\u4f7f\u3048\u306a\u3044\u3002\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u308b |\n| \u660e\u7d30\u306e\u30da\u30fc\u30b8\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | `needs_human`\u3002**\u8a3c\u660e\u66f8\u3084\u898b\u7a4d\u66f8\u304c\u5165\u308c\u3089\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b** |\n| \u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8a3c\u5238\u3067\u4fdd\u967a\u306e\u7a2e\u985e\u304c\u5206\u304b\u308c\u306a\u3044 | \u7a2e\u985e\u3054\u3068\u306b\u5206\u3051\u3089\u308c\u306a\u3051\u308c\u3070 `needs_human` |\n| \u9650\u5ea6\u984d\u306e\u901a\u8ca8\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | `ambiguous`\u3002\u5b50\u4f1a\u793e\u306b\u78ba\u304b\u3081\u308b |\n| \u66f4\u65b0\u306e\u8a3c\u5238\u304c\u5c4a\u304b\u306a\u3044\u307e\u307e\u671f\u9593\u304c\u904e\u304e\u308b | \u6bce\u67081\u65e5\u306e\u4e00\u89a7\u306b\u8f09\u305b\u3001\u5b50\u4f1a\u793e\u306b\u554f\u3044\u5408\u308f\u305b\u308b |\n| \u30b8\u30e7\u30d6\u304c `FAILED` \u307e\u305f\u306f `PARTIAL_SUCCESS` | `StatusMessage` \u3068 `Warnings` \u306e\u30da\u30fc\u30b8\u756a\u53f7\u3092\u8a18\u9332\u3057\u3001\u305d\u306e\u30da\u30fc\u30b8\u3092\u4eba\u3078 |\n\n**\u4e0a\u304b\u30893\u884c\u76ee\u304c\u3001\u904b\u7528\u306e\u521d\u3081\u306b\u591a\u304f\u51fa\u307e\u3059\u3002** \u4fdd\u967a\u8a3c\u5238\u3067\u306f\u306a\u304f\u4fdd\u967a\u8a3c\u660e\u66f8\u3084\u4ef2\u4ecb\u8005\u306e\u898b\u7a4d\u66f8\u304c\u5165\u308c\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u3069\u308c\u3092\u5165\u308c\u3066\u307b\u3057\u3044\u304b\u3092\u5b50\u4f1a\u793e\u306b\u4f1d\u3048\u308b\u3068\u6e1b\u308a\u307e\u3059\u3002**","log_storage":"- \u5143\u306e\u8a3c\u5238\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3001\u5b50\u4f1a\u793e\u3001\u4fdd\u967a\u306e\u7a2e\u985e\n- AWS Textract \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001\u4f7f\u3063\u305f\u8cea\u554f\u3068\u30da\u30fc\u30b8\u306e\u6307\u5b9a\n- Claude API \u304c\u8fd4\u3057\u305fJSON\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u4ed8\u4fdd\u65b9\u91dd\u306e\u8868\u3068\u793e\u5185\u30ec\u30fc\u30c8**\n- **\u62c5\u5f53\u8005\u304c\u5024\u3084\u9650\u5ea6\u984d\u306e\u7a2e\u985e\u3092\u76f4\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u3046\u5909\u3048\u305f\u304b\u3001\u8ab0\u304c\u78ba\u304b\u3081\u305f\u304b\n- \u5b50\u4f1a\u793e\u3068\u306e\u76f8\u8ac7\u306e\u8a18\u9332\u3068\u3001\u8ffd\u52a0\u30fb\u5909\u66f4\u306e\u7d50\u679c\n\n**\u4ed8\u4fdd\u65b9\u91dd\u306e\u8868\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u65b9\u91dd\u304c\u898b\u76f4\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u6700\u4f4e\u306e\u91d1\u984d\u3092\u5f15\u304d\u4e0a\u3052\u308b\u3068\u3001**\u904e\u53bb\u306b `ok` \u3060\u3063\u305f\u5951\u7d04\u304c\u4e0d\u8db3\u306b\u306a\u308a\u307e\u3059\u3002** \u5f53\u6642\u306e\u65b9\u91dd\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u3001\u3069\u306e\u5951\u7d04\u304b\u3089\u898b\u76f4\u3059\u304b\u304c\u3059\u3050\u306b\u6c7a\u307e\u308a\u307e\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":2,"assumption_frequency":30,"assumption_workdays":20,"volume_month":30,"before_minutes_per_case":60,"after_minutes_per_case":16,"hourly_cost":3500,"before_hours_month":30,"after_hours_month":8,"saved_hours_month":22,"reduction_rate":73,"saved_hours_year":264,"annual_cost_effect":924000,"summary":"\u6d77\u5916\u5b50\u4f1a\u793e\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u4fdd\u967a\u8a3c\u5238\u3092\u8aad\u307f\u53d6\u308a\u3001\u4fdd\u967a\u671f\u9593\u30fb\u3066\u3093\u88dc\u9650\u5ea6\u984d\u30fb\u514d\u8cac\u91d1\u984d\u3092\u30b0\u30eb\u30fc\u30d7\u306e\u4ed8\u4fdd\u53f0\u5e33\u306b\u8ee2\u8a18\u3057\u307e\u3059\u3002\u30b0\u30eb\u30fc\u30d7\u306e\u4ed8\u4fdd\u65b9\u91dd\u306b\u5c4a\u3044\u3066\u3044\u306a\u3044\u5951\u7d04\u3068\u3001\u66f4\u65b0\u306e\u8fd1\u3044\u5951\u7d04\u3092\u62fe\u3063\u3066\u672c\u793e\u306e\u62c5\u5f53\u8005\u306b\u56de\u3057\u307e\u3059\u3002","before_flow":"1. 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\u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** OCR\u304c\u5168\u6587\u3001\u8868\u3001\u30ad\u30fc\u3068\u5024\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u4fdd\u967a\u306e\u7a2e\u985e\u3054\u3068\u306b\u4fdd\u967a\u4f1a\u793e\u30fb\u88ab\u4fdd\u967a\u8005\u30fb\u4fdd\u967a\u671f\u9593\u30fb\u9650\u5ea6\u984d\uff08\u4f55\u306b\u3064\u3044\u3066\u306e\u9650\u5ea6\u984d\u304b\uff09\u30fb\u514d\u8cac\u91d1\u984d\u3092\u53d6\u308a\u51fa\u3057\u3001\u88cf\u66f8\u304c\u5909\u3048\u3066\u3044\u308b\u6761\u4ef6\u3092\u62fe\u3046","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u901a\u8ca8\u3092\u63db\u7b97\u3057\u3001\u4ed8\u4fdd\u65b9\u91dd\u3068\u7167\u3089\u3057\u3001\u66f4\u65b0\u307e\u3067\u306e\u65e5\u6570\u3092\u6570\u3048\u308b","**\u3010\u81ea\u52d5\u3011** \u4ed8\u4fdd\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u306e\u884c\u3092\u4f5c\u308a\u3001\u5370\u306e\u4ed8\u3044\u305f\u3082\u306e\u3092\u62c5\u5f53\u8005\u306e\u4e00\u89a7\u306b\u5165\u308c\u308b","**\u3010\u4eba\u3011** \u672c\u793e\u306e\u62c5\u5f53\u8005\u304c\u3001\u5370\u306e\u4ed8\u3044\u305f\u5951\u7d04\u3092\u8a3c\u5238\u306e\u8a72\u5f53\u30da\u30fc\u30b8\u3068\u898b\u6bd4\u3079\u3001\u53f0\u5e33\u306e\u884c\u3092\u78ba\u5b9a\u3059\u308b","**\u3010\u4eba\u3011** \u65b9\u91dd\u306b\u5c4a\u3044\u3066\u3044\u306a\u3044\u5951\u7d04\u3068\u3001\u66f4\u65b0\u306e\u8fd1\u3044\u5951\u7d04\u306b\u3064\u3044\u3066\u3001\u5b50\u4f1a\u793e\u3068\u76f8\u8ac7\u3059\u308b"],"architecture":"```\n\u82f1\u6587\u306e\u4fdd\u967a\u8a3c\u5238\uff08PDF\u3002\u5b50\u4f1a\u793e\u304c\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u308b\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u3078\u306e\u4fdd\u5b58\nAWS Lambda \u2500\u2500 \u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d\n   \u25bc\nAWS Textract\uff08StartDocumentAnalysis\uff1aFORMS\uff0fTABLES\uff0fQUERIES\uff09\n   \u2502   \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\n   \u25bc\nClaude API \u2500\u2500 \u4fdd\u967a\u306e\u7a2e\u985e\u3054\u3068\u306b\u660e\u7d30\u3068\u88cf\u66f8\u306e\u6761\u4ef6\u3092\u53d6\u308a\u51fa\u3059\n   \u2502   \u2460 \u4fdd\u967a\u4f1a\u793e\u30fb\u8a3c\u5238\u756a\u53f7  \u2461 \u88ab\u4fdd\u967a\u8005  \u2462 \u4fdd\u967a\u671f\u9593\n   \u2502   \u2463 \u9650\u5ea6\u984d\uff081\u4e8b\u6545\u30fb\u5408\u8a08\u30fb\u30b5\u30d6\u30ea\u30df\u30c3\u30c8\uff09  \u2464 \u514d\u8cac\u91d1\u984d  \u2465 \u88cf\u66f8\u306b\u3088\u308b\u5909\u66f4\n   \u25bc\nPython \u2500\u2500 \u901a\u8ca8\u306e\u63db\u7b97\u3001\u4ed8\u4fdd\u65b9\u91dd\u3068\u306e\u7167\u5408\u3001\u66f4\u65b0\u307e\u3067\u306e\u65e5\u6570\n   \u25bc\n\u4ed8\u4fdd\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\uff08ok \uff0f below_minimum \uff0f deductible_over \uff0f expiring_soon \uff0f endorsement_change \uff0f needs_human\uff09\n   \u25bc\n\u3010\u672c\u793e\u306e\u62c5\u5f53\u8005\u304c\u5370\u306e\u4ed8\u3044\u305f\u5951\u7d04\u3092\u78ba\u8a8d\u3011\n   \u2514\u2500\u2500\u25b6 \u5b50\u4f1a\u793e\u3068\u76f8\u8ac7\uff08\u8ffd\u52a0\u30fb\u5909\u66f4\u30fb\u66f4\u65b0\u306e\u78ba\u8a8d\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08StartDocumentAnalysis\uff0fGetDocumentAnalysis\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u660e\u7d30\u3068\u88cf\u66f8\u306e\u6761\u4ef6\u306e\u53d6\u308a\u51fa\u3057\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u901a\u8ca8\u306e\u63db\u7b97\u3001\u4ed8\u4fdd\u65b9\u91dd\u3068\u306e\u7167\u5408\u3001\u66f4\u65b0\u307e\u3067\u306e\u65e5\u6570\uff09 | \u4ed8\u4fdd\u53f0\u5e33\u306e\u95a2\u6570 |\n| \u9023\u643a | AWS Lambda\uff08\u4fdd\u5b58\u3068\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3059\uff09 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u8a3c\u5238\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u7167\u5408\u306e\u7d50\u679c\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u4ed8\u4fdd\u53f0\u5e33\u3068\u4ed8\u4fdd\u65b9\u91dd\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6700\u521d\u306e\u6e96\u5099\u306f\u3001**\u4ed8\u4fdd\u65b9\u91dd\u3092\u300c\u4fdd\u967a\u306e\u7a2e\u985e\u30fb\u9650\u5ea6\u984d\u306e\u7a2e\u985e\u30fb\u6700\u4f4e\u306e\u91d1\u984d\u30fb\u514d\u8cac\u91d1\u984d\u306e\u4e0a\u9650\u30fb\u901a\u8ca8\u300d\u306e\u8868\u306b\u66f8\u304d\u76f4\u3059\u3053\u3068**\u3068\u3001**\u63db\u7b97\u306b\u4f7f\u3046\u70ba\u66ff\u306e\u57fa\u6e96\uff08\u6708\u521d\u306e\u793e\u5185\u30ec\u30fc\u30c8\u306a\u3069\uff09\u3092\u6c7a\u3081\u308b\u3053\u3068**\u3067\u3059\u3002\n\n**OCR\u306b AWS Textract \u3092\u9078\u3076\u306e\u306f\u3001\u8a3c\u5238\u304c\u82f1\u6587\u3060\u304b\u3089\u3067\u3059\u3002** \u516c\u5f0f\u306e\u4e0a\u9650\u306e\u8868\u3067\u3001\u5bfe\u5fdc\u8a00\u8a9e\u306f\u82f1\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\u3068\u3055\u308c\u3001**\u65e5\u672c\u8a9e\u3084\u4e2d\u56fd\u8a9e\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u8cea\u554f\u306e\u691c\u51fa\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u306a\u306e\u3067\u3001**\u3053\u306e\u69cb\u6210\u306f\u82f1\u6587\u306e\u8a3c\u5238\u306b\u9650\u308a\u307e\u3059\u3002** \u6b27\u5dde\u3084\u5357\u7c73\u306e\u5b50\u4f1a\u793e\u306e\u73fe\u5730\u8a9e\u306e\u8a3c\u5238\u306f\u3001\u6587\u5b57\u306f\u8aad\u3081\u3066\u3082\u8cea\u554f\u304c\u4f7f\u3048\u306a\u3044\u305f\u3081\u3001\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u308b\u4e00\u89a7\u306b\u5165\u308c\u307e\u3059\u3002\n\n**\u3053\u306e\u984c\u6750\u3067\u52b9\u304f\u306e\u306f\u3001\u8cea\u554f\uff08`QUERIES`\uff09\u3068\u30da\u30fc\u30b8\u306e\u6307\u5b9a\u3067\u3059\u3002** \u660e\u7d30\u306f\u8a3c\u5238\u306e\u6700\u521d\u306e\u6570\u30da\u30fc\u30b8\u306b\u3042\u308b\u3053\u3068\u304c\u591a\u304f\u3001**`Pages` \u3067\u8cea\u554f\u3092\u660e\u7d30\u306e\u30da\u30fc\u30b8\u306b\u7d5e\u308b\u3068\u3001\u7d04\u6b3e\u306e\u672c\u6587\u306b\u51fa\u3066\u304f\u308b\u4f8b\u793a\u306e\u91d1\u984d\u3092\u7b54\u3048\u3068\u3057\u3066\u62fe\u308f\u305a\u306b\u6e08\u307f\u307e\u3059\u3002** \u8cea\u554f\u306f1\u30da\u30fc\u30b8\u3042\u305f\u308a\u975e\u540c\u671f\u306730\u500b\u307e\u3067\u3067\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u8a3c\u5238\u304c\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u3063\u305f\u3068\u304d\u3068\u3001\u6bce\u67081\u65e5\u306e\u5b9a\u6642\u3067\u3059\u3002**\n\n1\u3064\u76ee\u306f\u3001**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u8a3c\u5238\u306ePDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068**\u3067\u3059\u3002\u5b50\u4f1a\u793e\u3054\u3068\u306b\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3092\u5206\u3051\u3001\u5b50\u4f1a\u793e\u540d\u3068\u4fdd\u967a\u306e\u7a2e\u985e\u304c\u5206\u304b\u308b\u3088\u3046\u306b\u7f6e\u3044\u3066\u3082\u3089\u3044\u307e\u3059\u3002\u4fdd\u5b58\u306e\u901a\u77e5\u3067 AWS Lambda \u304c\u52d5\u304d\u3001\u8aad\u307f\u53d6\u308a\u304b\u3089\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u307e\u3067\u3092\u6e08\u307e\u305b\u307e\u3059\u3002**\u5b50\u4f1a\u793e\u306e\u62c5\u5f53\u8005\u304c\u672c\u793e\u306b\u30e1\u30fc\u30eb\u3067\u77e5\u3089\u305b\u308b\u624b\u9806\u306f\u6b8b\u3057\u307e\u3059\u304c\u3001\u51e6\u7406\u306f\u30e1\u30fc\u30eb\u3092\u5f85\u305f\u305a\u306b\u59cb\u307e\u308a\u307e\u3059\u3002**\n\n2\u3064\u76ee\u306f\u3001**\u6bce\u67081\u65e5\u306e\u5b9a\u6642**\u3067\u3059\u3002\u4ed8\u4fdd\u53f0\u5e33\u306e\u5168\u5951\u7d04\u306b\u3064\u3044\u3066\u3001\u4fdd\u967a\u671f\u9593\u306e\u7d42\u308f\u308a\u307e\u306790\u65e5\u3092\u5207\u3063\u305f\u3082\u306e\u300160\u65e5\u3092\u5207\u3063\u3066\u3082\u66f4\u65b0\u306e\u8a3c\u5238\u304c\u5c4a\u3044\u3066\u3044\u306a\u3044\u3082\u306e\u3001\u671f\u9593\u304c\u904e\u304e\u305f\u306e\u306b\u65b0\u3057\u3044\u8a3c\u5238\u304c\u7121\u3044\u3082\u306e\u3092\u4e00\u89a7\u306b\u3057\u3001\u672c\u793e\u306e\u62c5\u5f53\u8005\u306b\u9001\u308a\u307e\u3059\u3002**\u66f4\u65b0\u306e\u7ba1\u7406\u3092\u3001\u62c5\u5f53\u8005\u306e\u8a18\u61b6\u3067\u306f\u306a\u304f\u53f0\u5e33\u306e\u5074\u306b\u7f6e\u304d\u307e\u3059\u3002**\n\n**\u671f\u4e2d\u306b\u5c4a\u304f\u5909\u66f4\u306e\u88cf\u66f8\u3082\u3001\u540c\u3058\u7d4c\u8def\u3067\u5165\u308c\u307e\u3059\u3002** \u8a3c\u5238\u756a\u53f7\u304c\u540c\u3058\u3082\u306e\u306f\u3001\u53f0\u5e33\u306e\u540c\u3058\u884c\u306e\u5c65\u6b74\u306b\u8db3\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u4fdd\u967a\u8a3c\u5238 | PDF\u3002\u660e\u7d30\uff08\u4fdd\u967a\u4f1a\u793e\u3001\u8a3c\u5238\u756a\u53f7\u3001\u88ab\u4fdd\u967a\u8005\u3001\u4fdd\u967a\u671f\u9593\u3001\u9650\u5ea6\u984d\u3001\u514d\u8cac\u91d1\u984d\u3001\u4fdd\u967a\u6599\uff09\u3001\u7d04\u6b3e\u3001\u88cf\u66f8 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3068\u30bb\u30eb\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u4ed8\u4fdd\u65b9\u91dd\u306e\u8868 | \u4fdd\u967a\u306e\u7a2e\u985e\u3054\u3068\u30fb\u9650\u5ea6\u984d\u306e\u7a2e\u985e\u3054\u3068\u306e\u6700\u4f4e\u306e\u91d1\u984d\u3001\u514d\u8cac\u91d1\u984d\u306e\u4e0a\u9650\u3001\u901a\u8ca8 | \u672c\u793e\u8ca1\u52d9\u90e8\u3067\u4f5c\u308b\u8868 |\n| \u70ba\u66ff\u306e\u57fa\u6e96 | \u63db\u7b97\u306b\u4f7f\u3046\u6708\u3054\u3068\u306e\u793e\u5185\u30ec\u30fc\u30c8 | \u672c\u793e\u8ca1\u52d9\u90e8 |\n| \u4ed8\u4fdd\u53f0\u5e33 | \u5b50\u4f1a\u793e\u3068\u4fdd\u967a\u306e\u7a2e\u985e\u3054\u3068\u306e\u5951\u7d04\u3001\u524d\u306e\u671f\u306e\u6761\u4ef6\u3001\u66f4\u65b0\u306e\u5c65\u6b74 | \u4ed8\u4fdd\u53f0\u5e33 |\n| \u5b50\u4f1a\u793e\u306e\u4e00\u89a7 | \u5b50\u4f1a\u793e\u306e\u6b63\u5f0f\u540d\u79f0\u3068\u3001\u8a3c\u5238\u306b\u66f8\u304b\u308c\u3046\u308b\u540d\u79f0\u306e\u63fa\u308c | \u672c\u793e\u7dcf\u52d9\u90e8 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4ed8\u4fdd\u65b9\u91dd\u306e\u8868\u3067\u3059\u3002** \u4eca\u306e\u65b9\u91dd\u306e\u6587\u66f8\u306f\u300c\u8ce0\u511f\u8cac\u4efb\u306f\u5341\u5206\u306a\u9650\u5ea6\u984d\u3092\u4ed8\u3051\u308b\u3053\u3068\u300d\u306e\u3088\u3046\u306a\u66f8\u304d\u65b9\u3082\u6df7\u3056\u3063\u3066\u304a\u308a\u3001**1\u4e8b\u6545\u3042\u305f\u308a\u304b\u5408\u8a08\u304b\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u304c\u3042\u308a\u307e\u3059\u3002** \u7167\u5408\u306e\u524d\u306b\u3001\u9650\u5ea6\u984d\u306e\u7a2e\u985e\u3054\u3068\u306e\u91d1\u984d\u306b\u66f8\u304d\u76f4\u3057\u307e\u3059\u3002\n\n**\u5b50\u4f1a\u793e\u306e\u540d\u79f0\u306e\u63fa\u308c\u306e\u4e00\u89a7\u306f\u3001\u88ab\u4fdd\u967a\u8005\u306e\u78ba\u8a8d\u306b\u4f7f\u3044\u307e\u3059\u3002** \u8a3c\u5238\u306e\u88ab\u4fdd\u967a\u8005\u304c\u89aa\u4f1a\u793e\u306e\u540d\u524d\u3060\u3051\u306b\u306a\u3063\u3066\u3044\u308b\u3001\u65e7\u793e\u540d\u306e\u307e\u307e\u306b\u306a\u3063\u3066\u3044\u308b\u3001\u3068\u3044\u3046\u5951\u7d04\u304c\u3042\u308a\u307e\u3059\u3002**\u88ab\u4fdd\u967a\u8005\u306b\u5b50\u4f1a\u793e\u304c\u542b\u307e\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u9650\u5ea6\u984d\u304c\u8db3\u308a\u3066\u3044\u3066\u3082\u610f\u5473\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u8aad\u307f\u53d6\u308a\u306f StartDocumentAnalysis \u306bS3\u306e\u5834\u6240\u3068 `FeatureTypes` \u3092\u6e21\u3057\u3066\u59cb\u3081\u307e\u3059\u3002**\u5b8c\u4e86\u306f `NotificationChannel` \u306b\u6307\u5b9a\u3057\u305f Amazon SNS \u306e\u30c8\u30d4\u30c3\u30af\u306b\u901a\u77e5\u3055\u308c\u3001\u72b6\u614b\u304c `SUCCEEDED` \u306a\u3089 GetDocumentAnalysis \u3067\u7d50\u679c\u3092\u53d6\u308a\u307e\u3059\u3002**\n\n| \u6307\u5b9a\u3059\u308b\u3082\u306e | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `FeatureTypes` | `FORMS`\u3001`TABLES`\u3001`QUERIES` | \u660e\u7d30\u306e\u30ad\u30fc\u3068\u5024\u3001\u9650\u5ea6\u984d\u306e\u8868\u3001\u6587\u7ae0\u306e\u4e2d\u306e\u6761\u4ef6 |\n| `QueriesConfig` | \u8cea\u554f\u306e\u6587\u3068 `Alias`\u3001`Pages` \u306e\u7d44 | \u660e\u7d30\u306e\u30da\u30fc\u30b8\u306b\u7d5e\u3063\u3066\u9805\u76ee\u540d\u3067\u53d7\u3051\u53d6\u308b |\n| `ClientRequestToken` | \u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5 | \u540c\u3058\u8a3c\u5238\u3067\u4e8c\u91cd\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u306a\u3044 |\n| `JobTag` | \u5b50\u4f1a\u793e\u306e\u30b3\u30fc\u30c9 | \u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u5b50\u4f1a\u793e\u3092\u5f15\u304f |\n\n| `Alias` | \u8cea\u554f\u306e\u6587 |\n|:--|:--|\n| `INSURER` | What is the name of the insurance company? |\n| `POLICY_NO` | What is the policy number? |\n| `NAMED_INSURED` | Who is the named insured? |\n| `POLICY_PERIOD` | What is the policy period? |\n| `LIMIT_OCCURRENCE` | What is the limit of liability each occurrence? |\n| `LIMIT_AGGREGATE` | What is the aggregate limit? |\n| `DEDUCTIBLE` | What is the deductible or retention amount? |\n\n**\u8cea\u554f\u306e\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308a\u307e\u3059\u3002** \u7a7a\u306a\u3089\u3001\u660e\u7d30\u306e\u30da\u30fc\u30b8\u306e\u8868\u3068\u30ad\u30fc\u3068\u5024\u304b\u3089\u63a2\u3057\u307e\u3059\u3002\u8ca1\u7269\u306e\u4fdd\u967a\u306e\u3088\u3046\u306b\u9650\u5ea6\u984d\u304c\u5efa\u7269\u30fb\u5728\u5eab\u30fb\u8a2d\u5099\u3054\u3068\u306b\u8868\u3067\u4e26\u3076\u3082\u306e\u306f\u3001**\u8cea\u554f\u3088\u308a\u8868\u306e\u307b\u3046\u304c\u78ba\u5b9f\u3067\u3059\u3002**\n\n\u7d50\u679c\u306f1\u56de\u6700\u59271,000\u30d6\u30ed\u30c3\u30af\u3067\u533a\u5207\u3089\u308c\u3001`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u547c\u3073\u76f4\u3057\u307e\u3059\u3002**\u540c\u671f\u306e\u51e6\u7406\u306fPDF1\u30da\u30fc\u30b8\u307e\u3067\u3067\u3001\u8a3c\u5238\u306f\u6570\u5341\u30da\u30fc\u30b8\u3042\u308b\u306e\u3067\u975e\u540c\u671f\u3067\u8aad\u307f\u307e\u3059\u3002** `JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306a\u3044\u305f\u3081\u3001\u53d6\u3063\u305f\u7d50\u679c\u306f\u305d\u306e\u5834\u3067S3\u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002\n\n**\u88cf\u66f8\u306f\u3001\u660e\u7d30\u3068\u306f\u5225\u306b\u3001\u30da\u30fc\u30b8\u3054\u3068\u306e\u898b\u51fa\u3057\u3067\u62fe\u3044\u307e\u3059\u3002** `Endorsement`\u3001`Amendment`\u3001`It is hereby agreed` \u306e\u3088\u3046\u306a\u8a00\u3044\u65b9\u3067\u59cb\u307e\u308b\u30da\u30fc\u30b8\u3092\u88cf\u66f8\u3068\u3057\u3066\u96c6\u3081\u3001\u751f\u6210AI\u306b\u6e21\u3057\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u4fdd\u8b77\u3055\u308c\u305f\u3082\u306e\u306f\u5b50\u4f1a\u793e\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059**\n3. **\u30b5\u30a4\u30ba\u3068\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u3001PDF\u3068TIFF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\n4. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 \u82f1\u8a9e\u4ee5\u5916\u306e\u8a3c\u5238\u306f\u8cea\u554f\u304c\u4f7f\u3048\u306a\u3044\u305f\u3081\u3001\u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u62c5\u5f53\u8005\u306e\u4e00\u89a7\u306b\u5165\u308c\u307e\u3059\n5. **\u660e\u7d30\u306e\u30da\u30fc\u30b8\u306e\u7279\u5b9a** \u2026 1\u30da\u30fc\u30b8\u76ee\u304b\u3089\u9806\u306b\u3001`Declarations`\u3001`Schedule` \u306e\u3088\u3046\u306a\u898b\u51fa\u3057\u306e\u3042\u308b\u30da\u30fc\u30b8\u3092\u63a2\u3057\u3001\u8cea\u554f\u306e `Pages` \u306b\u5165\u308c\u307e\u3059\u3002**\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8a3c\u5238\u3067\u306f\u3001\u4fdd\u967a\u306e\u7a2e\u985e\u3054\u3068\u306e\u660e\u7d30\u306e\u7bc4\u56f2\u3092\u5206\u3051\u307e\u3059**\n6. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u8a3c\u5238\u756a\u53f7\u30fb\u540c\u3058\u4fdd\u967a\u671f\u9593\u306e\u8a3c\u5238\u304c\u53f0\u5e33\u306b\u3042\u308c\u3070\u3001\u5dee\u3057\u66ff\u3048\u304b\u91cd\u8907\u304b\u3092\u78ba\u304b\u3081\u308b\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u4fdd\u967a\u306e\u7a2e\u985e\u3054\u3068\u306b\u660e\u7d30\u306e\u5024\u3092\u539f\u6587\u306e\u307e\u307e\u5199\u3057\u3001\u9650\u5ea6\u984d\u306e\u7a2e\u985e\u3092\u533a\u5225\u3057\u3001\u88cf\u66f8\u304c\u5909\u3048\u3066\u3044\u308b\u6761\u4ef6\u3092\u62fe\u3046\u3053\u3068\u3067\u3059\u3002** \u65b9\u91dd\u3068\u306e\u7167\u5408\u3068\u88dc\u511f\u306e\u8a55\u4fa1\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u898b\u308b\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u4fdd\u967a\u4f1a\u793e\u30fb\u8a3c\u5238\u756a\u53f7 | \u539f\u6587\u306e\u307e\u307e | \u8907\u6570\u3042\u308c\u3070\u4fdd\u967a\u306e\u7a2e\u985e\u3054\u3068\u306b\u5206\u3051\u308b |\n| \u88ab\u4fdd\u967a\u8005 | \u8a18\u540d\u88ab\u4fdd\u967a\u8005\u3068\u8ffd\u52a0\u306e\u88ab\u4fdd\u967a\u8005\u3092\u539f\u6587\u306e\u307e\u307e | \u5b50\u4f1a\u793e\u306e\u540d\u524d\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u305d\u306e\u65e8\u3092\u8a18\u9332 |\n| \u4fdd\u967a\u671f\u9593 | \u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u306e\u65e5\u4ed8\u3068\u3001\u6642\u523b\u30fb\u5730\u57df\u306e\u8a18\u8f09\u3092\u539f\u6587\u306e\u307e\u307e | \u65e5\u3068\u6708\u306e\u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u9650\u5ea6\u984d | 1\u4e8b\u6545\u3042\u305f\u308a\u30fb\u5408\u8a08\u30fb\u30b5\u30d6\u30ea\u30df\u30c3\u30c8\u3092\u5206\u3051\u3001\u91d1\u984d\u3068\u901a\u8ca8\u3092\u539f\u6587\u306e\u307e\u307e | \u4f55\u306b\u3064\u3044\u3066\u306e\u9650\u5ea6\u984d\u304b\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u514d\u8cac\u91d1\u984d | \u91d1\u984d\u3068\u30011\u4e8b\u6545\u3042\u305f\u308a\u304b\u5408\u8a08\u304b\u306e\u5225\u3092\u539f\u6587\u306e\u307e\u307e | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a |\n| \u88cf\u66f8\u306b\u3088\u308b\u5909\u66f4 | \u9650\u5ea6\u984d\u30fb\u514d\u8cac\u91d1\u984d\u30fb\u88ab\u4fdd\u967a\u8005\u30fb\u88dc\u511f\u306e\u7bc4\u56f2\u3092\u5909\u3048\u308b\u88cf\u66f8\u3092\u3001\u5909\u66f4\u306e\u5185\u5bb9\u3068\u30da\u30fc\u30b8\u3067 | \u4f55\u3092\u5909\u3048\u308b\u304b\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `needs_human` |\n\n**\u9650\u5ea6\u984d\u306e\u7a2e\u985e\u3092\u5206\u3051\u3055\u305b\u308b\u306e\u306f\u3001\u65b9\u91dd\u304c\u305d\u308c\u305e\u308c\u306b\u91d1\u984d\u3092\u6c7a\u3081\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002** 1\u4e8b\u6545\u3042\u305f\u308a\u3068\u5408\u8a08\u3092\u53d6\u308a\u9055\u3048\u308b\u3068\u3001**\u540c\u3058\u91d1\u984d\u3067\u3082\u65b9\u91dd\u306b\u5c4a\u3044\u3066\u3044\u308b\u304b\u306e\u7d50\u8ad6\u304c\u9006\u306b\u306a\u308a\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u88dc\u511f\u306e\u7bc4\u56f2\u304c\u5341\u5206\u304b\u306e\u8a55\u4fa1 | \u672c\u793e\u306e\u62c5\u5f53\u8005\u3068\u4fdd\u967a\u306e\u4ef2\u4ecb\u8005\u304c\u6c7a\u3081\u308b |\n| \u65b9\u91dd\u3068\u306e\u7167\u5408 | \u63db\u7b97\u3068\u6bd4\u8f03\u306f Python \u304c\u884c\u3046 |\n| \u901a\u8ca8\u306e\u63db\u7b97 | \u793e\u5185\u30ec\u30fc\u30c8\u3067 Python \u304c\u884c\u3046 |\n| \u7d04\u6b3e\u306e\u89e3\u91c8 | \u514d\u8cac\u4e8b\u7531\u3084\u88dc\u511f\u306e\u7bc4\u56f2\u306e\u610f\u5473\u306f\u4eba\u304c\u8aad\u3080 |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9650\u5ea6\u984d\u306e\u63a8\u6e2c | \u524d\u306e\u671f\u306e\u5024\u3084\u4e00\u822c\u7684\u306a\u6c34\u6e96\u3067\u57cb\u3081\u306a\u3044 |\n\n**5\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u66f4\u65b0\u306e\u8a3c\u5238\u306b\u9650\u5ea6\u984d\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u3001\u524d\u306e\u671f\u306e\u53f0\u5e33\u306e\u5024\u3084\u3001\u3088\u304f\u3042\u308b\u91d1\u984d\u3092\u7b54\u3048\u306b\u3057\u304c\u3061\u3067\u3001**\u305d\u306e\u77ac\u9593\u306b\u300c\u65b9\u91dd\u306b\u5c4a\u3044\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u8aa4\u3063\u305f\u7d50\u8ad6\u304c\u53f0\u5e33\u306b\u5165\u308a\u307e\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\u5546\u793e\u306e\u672c\u793e\u8ca1\u52d9\u90e8\u3067\u3001\u6d77\u5916\u5b50\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\u82f1\u6587\u306e\u4fdd\u967a\u8a3c\u5238\u306e\n\u6761\u4ef6\u3092\u30b0\u30eb\u30fc\u30d7\u306e\u4ed8\u4fdd\u53f0\u5e33\u306b\u8a18\u9332\u3059\u308b\u62c5\u5f53\u3067\u3059\u3002\nOCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\uff08\u4fdd\u967a\u306e\u7a2e\u985e\u3054\u3068\uff09\u3011\ncoverage_line\u3001insurer_raw\u3001policy_no\u3001named_insured_raw\u3001\nadditional_insured_raw\u3001period_start_raw\u3001period_end_raw\u3001\nlimits\uff08kind\uff1aeach_occurrence\uff0faggregate\uff0fsublimit\u3001amount_raw\u3001currency_raw\u3001\n\u5bfe\u8c61\u306e\u8aac\u660e\uff09\u3001deductible\uff08amount_raw\u3001currency_raw\u3001basis\uff09\u3001\nendorsements\uff08\u5909\u66f4\u306e\u5185\u5bb9\u3001\u30da\u30fc\u30b8\uff09\u3001\u5404\u9805\u76ee\u306e status \u3068\u30da\u30fc\u30b8\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ........... \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u9805\u76ee\u3068\u3057\u3066\u89e3\u91c8\u3067\u304d\u308b\n- missing ...... \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\n- unreadable ... \u6587\u5b57\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous .... \u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3001\u307e\u305f\u306f\u9650\u5ea6\u984d\u306e\u7a2e\u985e\u304c\u6c7a\u307e\u3089\u306a\u3044\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u9650\u5ea6\u984d\u306f\u30011\u4e8b\u6545\u3042\u305f\u308a\uff08each occurrence \u306a\u3069\uff09\u3001\u671f\u9593\u4e2d\u306e\u5408\u8a08\n  \uff08aggregate \u306a\u3069\uff09\u3001\u7279\u5b9a\u306e\u640d\u5bb3\u3060\u3051\u306e\u9650\u5ea6\u984d\uff08sublimit\uff09\u3092\u5206\u3051\u3066\n  \u304f\u3060\u3055\u3044\u3002\u3069\u308c\u304b\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 kind \u3092\u7a7a\u306b\u3057\u3001status \u3092 ambiguous\n  \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u3068\u901a\u8ca8\u306f\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9650\u5ea6\u984d\u3084\u514d\u8cac\u91d1\u984d\u3092\u3001\u524d\u306e\u671f\u306e\u5024\u3084\u4e00\u822c\u7684\u306a\u6c34\u6e96\u3067\n  \u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u88cf\u66f8\u304c\u9650\u5ea6\u984d\u30fb\u514d\u8cac\u91d1\u984d\u30fb\u88ab\u4fdd\u967a\u8005\u30fb\u88dc\u511f\u306e\u7bc4\u56f2\u3092\u5909\u3048\u3066\u3044\u308b\u5834\u5408\u306f\u3001\n  \u5909\u66f4\u306e\u5185\u5bb9\u3092\u539f\u6587\u306e\u307e\u307e\u77ed\u304f\u5199\u3057\u3001\u30da\u30fc\u30b8\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7d04\u6b3e\u306e\u672c\u6587\u306b\u51fa\u3066\u304f\u308b\u4f8b\u793a\u306e\u91d1\u984d\u3092\u3001\u3053\u306e\u5951\u7d04\u306e\u5024\u3068\u3057\u3066\u4f7f\u308f\u306a\u3044\u3067\n  \u304f\u3060\u3055\u3044\u3002\u5024\u306f\u660e\u7d30\u306e\u30da\u30fc\u30b8\u3068\u88cf\u66f8\u304b\u3089\u3060\u3051\u53d6\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n- \u88dc\u511f\u304c\u5341\u5206\u304b\u3001\u65b9\u91dd\u3092\u6e80\u305f\u3059\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4fdd\u967a\u8a3c\u5238\u3067\u306a\u3044\u66f8\u985e\uff08\u8acb\u6c42\u66f8\u3001\u898b\u7a4d\u66f8\u3001\u8a3c\u660e\u66f8\u306a\u3069\uff09\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\n  \u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_forms_tables_queries}\n\u3010\u660e\u7d30\u306e\u30da\u30fc\u30b8\u306e\u7bc4\u56f2\u3011{declaration_pages}\n\u3010\u88cf\u66f8\u306e\u30da\u30fc\u30b8\u3011{endorsement_pages}\n```\n\n**\u300c\u524d\u306e\u671f\u306e\u5024\u3067\u57cb\u3081\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u57cb\u3081\u307e\u3059\u3002** \u53f0\u5e33\u306e\u60c5\u5831\u3092\u6e21\u3057\u3066\u3044\u306a\u304f\u3066\u3082\u3001\u3088\u304f\u3042\u308b\u9650\u5ea6\u984d\u3092\u300c\u4e00\u822c\u7684\u306a\u300d\u5024\u3068\u3057\u3066\u66f8\u304d\u6dfb\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u53f0\u5e33\u306e\u524d\u306e\u671f\u306e\u5024\u306f\u3001\u305d\u3082\u305d\u3082\u751f\u6210AI\u306b\u6e21\u3057\u307e\u305b\u3093\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\uff09\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"file\": \"\",\n  \"document_type\": \"insurance_policy\",\n  \"subsidiary_code\": \"US02\",\n  \"coverages\": [\n    {\n      \"coverage_line\": \"general_liability\",\n      \"insurer_raw\": \"\",\n      \"policy_no\": \"GL-2026-55821\",\n      \"named_insured_raw\": \"\",\n      \"period_start_raw\": \"10\/01\/2026\",\n      \"period_end_raw\": \"10\/01\/2027\",\n      \"limits\": [\n        { \"kind\": \"each_occurrence\", \"amount_raw\": \"1,000,000\", \"currency_raw\": \"USD\" },\n        { \"kind\": \"aggregate\", \"amount_raw\": \"2,000,000\", \"currency_raw\": \"USD\" }\n      ],\n      \"deductible\": { \"amount_raw\": \"25,000\", \"currency_raw\": \"USD\", \"basis\": \"each occurrence\" },\n      \"endorsements\": [ { \"change_raw\": \"\", \"page\": 34 } ],\n      \"items\": [ { \"item\": \"limits\", \"status\": \"ok\", \"confidence\": 0, \"page\": 2 } ]\n    }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7167\u5408\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** Python \u304c\u91d1\u984d\u3092\u6570\u5024\u306b\u76f4\u3057\u3001\u793e\u5185\u30ec\u30fc\u30c8\u3067\u63db\u7b97\u3057\u3066\u3001\u4ed8\u4fdd\u65b9\u91dd\u306e\u8868\u3068\u6bd4\u3079\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u5370 | \u4ed8\u3051\u308b\u6761\u4ef6 |\n|:--|:--|\n| `ok` | \u9650\u5ea6\u984d\u306e\u7a2e\u985e\u3054\u3068\u306b\u65b9\u91dd\u306e\u6700\u4f4e\u306e\u91d1\u984d\u4ee5\u4e0a\u3001\u514d\u8cac\u91d1\u984d\u304c\u4e0a\u9650\u4ee5\u4e0b\u3001\u88ab\u4fdd\u967a\u8005\u306b\u5b50\u4f1a\u793e\u304c\u542b\u307e\u308c\u3001\u66f4\u65b0\u307e\u306790\u65e5\u4ee5\u4e0a |\n| `below_minimum` | \u9650\u5ea6\u984d\u306e\u3044\u305a\u308c\u304b\u304c\u65b9\u91dd\u306e\u6700\u4f4e\u306e\u91d1\u984d\u306b\u5c4a\u304b\u306a\u3044 |\n| `deductible_over` | \u514d\u8cac\u91d1\u984d\u304c\u65b9\u91dd\u306e\u4e0a\u9650\u3092\u8d85\u3048\u308b |\n| `expiring_soon` | \u4fdd\u967a\u671f\u9593\u306e\u7d42\u308f\u308a\u307e\u306790\u65e5\u3092\u5207\u3063\u305f |\n| `endorsement_change` | \u88cf\u66f8\u304c\u9650\u5ea6\u984d\u30fb\u514d\u8cac\u91d1\u984d\u30fb\u88ab\u4fdd\u967a\u8005\u30fb\u88dc\u511f\u306e\u7bc4\u56f2\u3092\u5909\u3048\u3066\u3044\u308b |\n| `needs_human` | `ambiguous` \u304b `unreadable` \u304c\u3042\u308b\u3001\u88ab\u4fdd\u967a\u8005\u306b\u5b50\u4f1a\u793e\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3001\u307e\u305f\u306f\u8a3c\u5238\u3067\u306a\u3044\u66f8\u985e |\n\n**2\u3064\u76ee\u306f\u3001\u901a\u8ca8\u306e\u63db\u7b97\u3092\u8a18\u9332\u3068\u3057\u3066\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u539f\u6587\u306e\u91d1\u984d\u3068\u901a\u8ca8\u3001\u4f7f\u3063\u305f\u793e\u5185\u30ec\u30fc\u30c8\u3001\u63db\u7b97\u5f8c\u306e\u91d1\u984d\u3092\u4e26\u3079\u3066\u53f0\u5e33\u306b\u6b8b\u3059\u306e\u3067\u3001**\u70ba\u66ff\u304c\u52d5\u3044\u3066\u65b9\u91dd\u306e\u5883\u76ee\u3092\u8d8a\u3048\u305f\u3068\u304d\u306b\u3001\u3069\u306e\u5951\u7d04\u304b\u3089\u898b\u76f4\u3059\u304b\u304c\u3059\u3050\u306b\u5206\u304b\u308a\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5 | \u8a3c\u5238\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3066 AWS Lambda \u3092\u52d5\u304b\u3059 |\n| AWS Textract | API\u547c\u3073\u51fa\u3057\uff08\u975e\u540c\u671f\uff09 | \u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u3067\u7d50\u679c\u3092\u53d6\u308b |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u660e\u7d30\u3068\u88cf\u66f8\u306e\u6761\u4ef6\u306e\u53d6\u308a\u51fa\u3057 |\n| \u4ed8\u4fdd\u65b9\u91dd\u306e\u8868\u30fb\u793e\u5185\u30ec\u30fc\u30c8 | \u8aad\u307f\u53d6\u308a | \u7167\u5408\u3068\u63db\u7b97\u306b\u4f7f\u3046 |\n| \u4ed8\u4fdd\u53f0\u5e33 | \u4e0b\u66f8\u304d\u306e\u884c\u306e\u66f8\u304d\u8fbc\u307f | \u5951\u7d04\u3054\u3068\u306e\u5024\u30fb\u51fa\u3069\u3053\u308d\u30fb\u5370\u3002\u78ba\u5b9a\u306f\u62c5\u5f53\u8005 |\n\n**\u4ed8\u4fdd\u53f0\u5e33\u306e\u78ba\u5b9a\u306f\u3001\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059\u3002** \u3053\u306e\u69cb\u6210\u304c\u66f8\u304f\u306e\u306f\u4e0b\u66f8\u304d\u306e\u884c\u307e\u3067\u3067\u3059\u3002**\u53f0\u5e33\u306f\u4fdd\u967a\u306e\u4ef2\u4ecb\u8005\u3084\u76e3\u67fb\u306b\u51fa\u3059\u8cc7\u6599\u306e\u5143\u306b\u306a\u308b\u305f\u3081\u3001\u78ba\u5b9a\u3057\u305f\u5024\u3068\u78ba\u304b\u3081\u305f\u4eba\u3092\u5206\u3051\u3066\u6b8b\u3057\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u672c\u793e\u306e\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f\u3001`ok` \u4ee5\u5916\u306e\u5370\u304c\u4ed8\u3044\u305f\u5951\u7d04\u3067\u3059\u3002** `ok` \u306e\u5951\u7d04\u306f\u3001\u53d6\u308a\u51fa\u3057\u305f\u5024\u3068\u51fa\u3069\u3053\u308d\u306e\u4e00\u89a7\u3067\u6d41\u3057\u898b\u307e\u3059\u3002\n\n1. **`needs_human` \u3092\u5148\u306b\u898b\u308b** \u2026 \u88ab\u4fdd\u967a\u8005\u306b\u5b50\u4f1a\u793e\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3082\u306e\u306f\u3001**\u9650\u5ea6\u984d\u306e\u78ba\u8a8d\u3088\u308a\u5148\u306b\u5b50\u4f1a\u793e\u306b\u78ba\u304b\u3081\u307e\u3059**\n2. **`endorsement_change` \u306e\u88cf\u66f8\u3092\u8aad\u3080** \u2026 \u8a72\u5f53\u30da\u30fc\u30b8\u3092\u958b\u304d\u3001\u5909\u308f\u3063\u305f\u6761\u4ef6\u3092\u53f0\u5e33\u306b\u53cd\u6620\u3057\u307e\u3059\n3. **`below_minimum` \u3068 `deductible_over` \u3092\u78ba\u304b\u3081\u308b** \u2026 \u8a3c\u5238\u306e\u8a72\u5f53\u30da\u30fc\u30b8\u3067\u5024\u3068\u9650\u5ea6\u984d\u306e\u7a2e\u985e\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u3001\u5b50\u4f1a\u793e\u3068\u76f8\u8ac7\u3057\u307e\u3059\n4. **`expiring_soon` \u306e\u66f4\u65b0\u306e\u4e88\u5b9a\u3092\u5b50\u4f1a\u793e\u306b\u805e\u304f** \u2026 \u66f4\u65b0\u306e\u624b\u914d\u304c\u9032\u3093\u3067\u3044\u308b\u304b\u3001\u6761\u4ef6\u3092\u5909\u3048\u308b\u4e88\u5b9a\u304c\u3042\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n\n**3\u756a\u76ee\u306e\u9806\u5e8f\u3092\u5d29\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u306b\u3088\u308b\u4e0d\u8db3\u3092\u5b50\u4f1a\u793e\u306b\u4f1d\u3048\u308b\u3068\u3001**\u5b50\u4f1a\u793e\u306f\u4ef2\u4ecb\u8005\u306b\u8ffd\u52a0\u306e\u898b\u7a4d\u3092\u983c\u307f\u59cb\u3081\u307e\u3059\u3002** \u78ba\u304b\u3081\u3066\u304b\u3089\u76f8\u8ac7\u3057\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u5b50\u4f1a\u793e\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080** |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u8a3c\u5238 | \u8cea\u554f\u304c\u4f7f\u3048\u306a\u3044\u3002\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u308b |\n| \u660e\u7d30\u306e\u30da\u30fc\u30b8\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | `needs_human`\u3002**\u8a3c\u660e\u66f8\u3084\u898b\u7a4d\u66f8\u304c\u5165\u308c\u3089\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b** |\n| \u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8a3c\u5238\u3067\u4fdd\u967a\u306e\u7a2e\u985e\u304c\u5206\u304b\u308c\u306a\u3044 | \u7a2e\u985e\u3054\u3068\u306b\u5206\u3051\u3089\u308c\u306a\u3051\u308c\u3070 `needs_human` |\n| \u9650\u5ea6\u984d\u306e\u901a\u8ca8\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | `ambiguous`\u3002\u5b50\u4f1a\u793e\u306b\u78ba\u304b\u3081\u308b |\n| \u66f4\u65b0\u306e\u8a3c\u5238\u304c\u5c4a\u304b\u306a\u3044\u307e\u307e\u671f\u9593\u304c\u904e\u304e\u308b | \u6bce\u67081\u65e5\u306e\u4e00\u89a7\u306b\u8f09\u305b\u3001\u5b50\u4f1a\u793e\u306b\u554f\u3044\u5408\u308f\u305b\u308b |\n| \u30b8\u30e7\u30d6\u304c `FAILED` \u307e\u305f\u306f `PARTIAL_SUCCESS` | `StatusMessage` \u3068 `Warnings` \u306e\u30da\u30fc\u30b8\u756a\u53f7\u3092\u8a18\u9332\u3057\u3001\u305d\u306e\u30da\u30fc\u30b8\u3092\u4eba\u3078 |\n\n**\u4e0a\u304b\u30893\u884c\u76ee\u304c\u3001\u904b\u7528\u306e\u521d\u3081\u306b\u591a\u304f\u51fa\u307e\u3059\u3002** \u4fdd\u967a\u8a3c\u5238\u3067\u306f\u306a\u304f\u4fdd\u967a\u8a3c\u660e\u66f8\u3084\u4ef2\u4ecb\u8005\u306e\u898b\u7a4d\u66f8\u304c\u5165\u308c\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u3069\u308c\u3092\u5165\u308c\u3066\u307b\u3057\u3044\u304b\u3092\u5b50\u4f1a\u793e\u306b\u4f1d\u3048\u308b\u3068\u6e1b\u308a\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u8a3c\u5238\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3001\u5b50\u4f1a\u793e\u3001\u4fdd\u967a\u306e\u7a2e\u985e\n- AWS Textract \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001\u4f7f\u3063\u305f\u8cea\u554f\u3068\u30da\u30fc\u30b8\u306e\u6307\u5b9a\n- Claude API \u304c\u8fd4\u3057\u305fJSON\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u4ed8\u4fdd\u65b9\u91dd\u306e\u8868\u3068\u793e\u5185\u30ec\u30fc\u30c8**\n- **\u62c5\u5f53\u8005\u304c\u5024\u3084\u9650\u5ea6\u984d\u306e\u7a2e\u985e\u3092\u76f4\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u3046\u5909\u3048\u305f\u304b\u3001\u8ab0\u304c\u78ba\u304b\u3081\u305f\u304b\n- \u5b50\u4f1a\u793e\u3068\u306e\u76f8\u8ac7\u306e\u8a18\u9332\u3068\u3001\u8ffd\u52a0\u30fb\u5909\u66f4\u306e\u7d50\u679c\n\n**\u4ed8\u4fdd\u65b9\u91dd\u306e\u8868\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u65b9\u91dd\u304c\u898b\u76f4\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u6700\u4f4e\u306e\u91d1\u984d\u3092\u5f15\u304d\u4e0a\u3052\u308b\u3068\u3001**\u904e\u53bb\u306b `ok` \u3060\u3063\u305f\u5951\u7d04\u304c\u4e0d\u8db3\u306b\u306a\u308a\u307e\u3059\u3002** \u5f53\u6642\u306e\u65b9\u91dd\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u3001\u3069\u306e\u5951\u7d04\u304b\u3089\u898b\u76f4\u3059\u304b\u304c\u3059\u3050\u306b\u6c7a\u307e\u308a\u307e\u3059\u3002","minimal_setup":"1. \u53bb\u5e74\u5c4a\u3044\u305f\u8a3c\u5238\u304b\u308910\u4ef6\u3092\u9078\u3076\uff08**\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8a3c\u5238\u3001\u88cf\u66f8\u3067\u6761\u4ef6\u304c\u5909\u308f\u3063\u3066\u3044\u308b\u3082\u306e\u3001\u9650\u5ea6\u984d\u304c1\u4e8b\u6545\u3042\u305f\u308a\u3068\u5408\u8a08\u3067\u4e26\u3076\u3082\u306e**\u3092\u5fc5\u305a\u5165\u308c\u308b\uff09\n2. \u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u306b1\u4ef6\u305a\u3064\u6e21\u3057\u3001\u300c\u3053\u306e\u8a3c\u5238\u306e\u4fdd\u967a\u306e\u7a2e\u985e\u3054\u3068\u306b\u3001\u4fdd\u967a\u4f1a\u793e\u3001\u88ab\u4fdd\u967a\u8005\u3001\u4fdd\u967a\u671f\u9593\u30011\u4e8b\u6545\u3042\u305f\u308a\u306e\u9650\u5ea6\u984d\u3001\u5408\u8a08\u306e\u9650\u5ea6\u984d\u3001\u30b5\u30d6\u30ea\u30df\u30c3\u30c8\u3001\u514d\u8cac\u91d1\u984d\u3092\u3001\u91d1\u984d\u3068\u901a\u8ca8\u3092\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u88cf\u66f8\u3067\u5909\u308f\u3063\u3066\u3044\u308b\u6761\u4ef6\u304c\u3042\u308c\u3070\u3001\u30da\u30fc\u30b8\u3068\u4e00\u7dd2\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u306f\u7a7a\u6b04\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n3. \u51fa\u3066\u304d\u305f\u8868\u3092\u3001\u5f53\u6642\u306e\u4ed8\u4fdd\u53f0\u5e33\u3068\u898b\u6bd4\u3079\u308b\n4. \u5f53\u6642\u306e\u53f0\u5e33\u306b\u3001\u88cf\u66f8\u306e\u5909\u66f4\u304c\u53cd\u6620\u3055\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u4ef6\u6570\u3092\u6570\u3048\u308b\n\n**10\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u4ed5\u7d44\u307f\u3092\u7d44\u3080\u524d\u306b\u3001**\u9650\u5ea6\u984d\u306e\u7a2e\u985e\u3092\u53d6\u308a\u9055\u3048\u306a\u3044\u304b\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u3092\u57cb\u3081\u306a\u3044\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u4ef6\u6570\u304c\u5c11\u306a\u3044\u306e\u306f\u30011\u4ef6\u306e\u30da\u30fc\u30b8\u6570\u304c\u591a\u304f\u3001**1\u4ef6\u3054\u3068\u306b\u5f53\u6642\u306e\u53f0\u5e33\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\u6642\u9593\u304c\u304b\u304b\u308b**\u305f\u3081\u3067\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u9650\u5ea6\u984d\u3092\u7a2e\u985e\u3054\u3068\u306b\u5206\u3051\u3066\u539f\u6587\u3069\u304a\u308a\u306b\u53d6\u308a\u51fa\u3057\u305f | **OCR\u306eAPI\u3068\u7167\u5408\u306e\u51e6\u7406\u306b\u9032\u3080** |\n| \u5408\u8a08\u306e\u9650\u5ea6\u984d\u30921\u4e8b\u6545\u3042\u305f\u308a\u3068\u3057\u3066\u8fd4\u3057\u305f | \u6307\u793a\u3067\u7981\u3058\u308b\u3002**\u76f4\u308b\u307e\u3067\u5148\u306b\u9032\u307e\u306a\u3044** |\n| \u7d04\u6b3e\u306e\u4f8b\u793a\u306e\u91d1\u984d\u3092\u62fe\u3063\u305f | \u660e\u7d30\u306e\u30da\u30fc\u30b8\u306b\u7d5e\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |","minimal_setup_short":"\u8a3c\u5238\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u6e21\u3057\u3001\u6761\u4ef6\u3092\u8868\u306b\u3055\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u6761\u4ef6\u306e\u53d6\u308a\u51fa\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0b\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3092\u8d77\u70b9\u306b AWS Textract \u3067\u8aad\u307f\u3001\u901a\u8ca8\u3092\u63db\u7b97\u3057\u3066\u4ed8\u4fdd\u65b9\u91dd\u3068\u7167\u3089\u3057\u3001\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u3068\u66f4\u65b0\u306e\u4e00\u89a7\u3092\u4f5c\u308b \uff0f \u8aad\u307f\u53d6\u308a\u3001\u6761\u4ef6\u306e\u53d6\u308a\u51fa\u3057\u3001\u63db\u7b97\u3001\u65b9\u91dd\u3068\u306e\u7167\u5408\u3001\u66f4\u65b0\u306e\u7ba1\u7406","full_setup":"\u4e0a\u8a18\uff0b\u5b50\u4f1a\u793e\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\u3068\u3001\u30b0\u30eb\u30fc\u30d7\u5168\u4f53\u306e\u4ed8\u4fdd\u306e\u72b6\u6cc1\u3092\u6bce\u6708\u307e\u3068\u3081\u308b \uff0f \u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\u3068\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u96c6\u8a08\u307e\u3067","level_note":"**\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u306f\u534a\u81ea\u52d5\u5316\u3067\u3059\u3002** \u8aad\u307f\u53d6\u308a\u3068\u7167\u5408\u3068\u66f4\u65b0\u306e\u7ba1\u7406\u304c\u81ea\u52d5\u306b\u306a\u308a\u3001\u62c5\u5f53\u8005\u306f\u5370\u306e\u4ed8\u3044\u305f\u5951\u7d04\u3092\u78ba\u304b\u3081\u3066\u53f0\u5e33\u3092\u78ba\u5b9a\u3057\u307e\u3059\u3002**1\u4ef660\u5206\u304c16\u5206\u306b\u306a\u308b\u306e\u306f\u3053\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u3067\u8db3\u3059\u306e\u306f\u3001\u5b50\u4f1a\u793e\u3068\u306e\u3084\u308a\u53d6\u308a\u306e\u6e96\u5099\u3067\u3059\u3002** \u305f\u3060\u3057\u554f\u3044\u5408\u308f\u305b\u3092\u9001\u308b\u306e\u306f\u3001\u5f15\u304d\u7d9a\u304d\u672c\u793e\u306e\u62c5\u5f53\u8005\u3067\u3059\u3002**\u6bb5\u968e\u3092\u98db\u3070\u3055\u305a\u3001\u534a\u81ea\u52d5\u5316\u306e\u9593\u306b\u4ed8\u4fdd\u65b9\u91dd\u306e\u8868\u306e\u66f8\u304d\u65b9\u3092\u56fa\u3081\u3066\u304a\u304d\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5408\u8a08\u306e\u9650\u5ea6\u984d\u30921\u4e8b\u6545\u3042\u305f\u308a\u3068\u3057\u3066\u53f0\u5e33\u306b\u5165\u308c\u308b | **\u9650\u5ea6\u984d\u306e\u7a2e\u985e\u3092\u5206\u3051\u3066\u53d6\u308a\u51fa\u3055\u305b\u3001\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u4eba\u3078** |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9650\u5ea6\u984d\u3092\u524d\u306e\u671f\u306e\u5024\u3067\u57cb\u3081\u308b | \u524d\u306e\u671f\u306e\u5024\u3092\u751f\u6210AI\u306b\u6e21\u3055\u306a\u3044\u3002\u7a7a\u306e\u307e\u307e\u8fd4\u3055\u305b\u308b |\n| \u7d04\u6b3e\u306e\u4f8b\u793a\u306e\u91d1\u984d\u3092\u62fe\u3046 | \u8cea\u554f\u3092\u660e\u7d30\u306e\u30da\u30fc\u30b8\u306b\u7d5e\u308b |\n| \u88cf\u66f8\u306e\u5909\u66f4\u304c\u53f0\u5e33\u306b\u53cd\u6620\u3055\u308c\u306a\u3044 | \u6761\u4ef6\u3092\u5909\u3048\u308b\u88cf\u66f8\u3092\u62fe\u3044\u3001`endorsement_change` \u3067\u4eba\u3078 |\n| \u88ab\u4fdd\u967a\u8005\u306b\u5b50\u4f1a\u793e\u304c\u542b\u307e\u308c\u3066\u3044\u306a\u3044 | \u540d\u79f0\u306e\u63fa\u308c\u306e\u4e00\u89a7\u3067\u7167\u3089\u3057\u3001\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u4eba\u3078 |\n| \u901a\u8ca8\u306e\u63db\u7b97\u3067\u65b9\u91dd\u306e\u5883\u76ee\u3092\u884c\u304d\u6765\u3059\u308b | \u793e\u5185\u30ec\u30fc\u30c8\u306e\u57fa\u6e96\u65e5\u3092\u6c7a\u3081\u3001\u63db\u7b97\u306e\u8a18\u9332\u3092\u6b8b\u3059 |\n| \u8a3c\u660e\u66f8\u3084\u898b\u7a4d\u66f8\u304c\u8a3c\u5238\u3068\u3057\u3066\u5165\u308c\u3089\u308c\u308b | \u5165\u308c\u3066\u307b\u3057\u3044\u66f8\u985e\u3092\u5b50\u4f1a\u793e\u306b\u4f1d\u3048\u308b |\n| \u66f4\u65b0\u306e\u8a3c\u5238\u304c\u5c4a\u304b\u306a\u3044\u3053\u3068\u306b\u6c17\u3065\u304b\u306a\u3044 | \u6bce\u67081\u65e5\u306b\u66f4\u65b0\u306e\u4e00\u89a7\u3092\u51fa\u3059 |\n| \u4fdd\u967a\u671f\u9593\u306e\u65e5\u4ed8\u306e\u65e5\u3068\u6708\u3092\u53d6\u308a\u9055\u3048\u308b | \u539f\u6587\u3092\u6b8b\u3057\u3001\u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u4eba\u3078 |\n| \u514d\u8cac\u91d1\u984d\u304c1\u4e8b\u6545\u3042\u305f\u308a\u304b\u5408\u8a08\u304b\u3092\u53d6\u308a\u9055\u3048\u308b | `basis` \u3092\u539f\u6587\u306e\u307e\u307e\u5199\u3055\u305b\u3001\u65b9\u91dd\u306e\u8868\u306b\u3082\u533a\u5225\u3092\u6301\u305f\u305b\u308b |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** 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\u5b50\u4f1a\u793e\u306e\u4fdd\u967a\u306e\u6761\u4ef6\u3068\u4fdd\u967a\u6599\u3001\u4fdd\u967a\u4f1a\u793e\u3068\u4ef2\u4ecb\u8005\u306e\u540d\u524d\u3001\u88ab\u4fdd\u967a\u8005\u306e\u540d\u79f0\u3001D&O\u306e\u8a3c\u5238\u3067\u306f\u5f79\u54e1\u306e\u7bc4\u56f2\u306b\u95a2\u3059\u308b\u8a18\u8f09\u3067\u3059\u3002**\u4e8b\u696d\u4e0a\u306e\u79d8\u5bc6\u306b\u5f53\u305f\u308a\u3001D&O\u306e\u8a3c\u5238\u306b\u306f\u500b\u4eba\u306b\u95a2\u3059\u308b\u8a18\u8f09\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n1. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u53d6\u308a\u51fa\u3057\u306b\u5fc5\u8981\u306a\u3082\u306e\u306b\u9650\u308b** \u2026 \u751f\u6210AI\u306b\u6e21\u3059\u306e\u306f\u660e\u7d30\u3068\u88cf\u66f8\u306e\u30da\u30fc\u30b8\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3067\u3059\u3002**\u4ed8\u4fdd\u65b9\u91dd\u306e\u8868\u3001\u524d\u306e\u671f\u306e\u53f0\u5e33\u3001\u793e\u5185\u30ec\u30fc\u30c8\u306f\u6e21\u3057\u307e\u305b\u3093\u3002** \u7167\u5408\u306f\u793e\u5185\u306e Python \u3067\u884c\u3044\u307e\u3059\n2. **\u88dc\u511f\u306e\u8a55\u4fa1\u3092\u3055\u305b\u306a\u3044** \u2026 \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u5024\u3068\u7167\u5408\u306e\u5370\u307e\u3067\u3067\u3001**\u88dc\u511f\u306e\u7bc4\u56f2\u304c\u5341\u5206\u304b\u3001\u8ffd\u52a0\u306e\u4fdd\u967a\u304c\u8981\u308b\u304b\u306f\u3001\u672c\u793e\u306e\u62c5\u5f53\u8005\u3068\u4fdd\u967a\u306e\u4ef2\u4ecb\u8005\u304c\u6c7a\u3081\u307e\u3059**\n3. **\u7d04\u6b3e\u306e\u89e3\u91c8\u3092\u53f0\u5e33\u306b\u66f8\u304b\u306a\u3044** \u2026 \u514d\u8cac\u4e8b\u7531\u3084\u88dc\u511f\u306e\u7bc4\u56f2\u306e\u610f\u5473\u3092\u8981\u7d04\u3055\u305b\u308b\u3068\u3001**\u53f0\u5e33\u306b\u300c\u88dc\u511f\u3055\u308c\u308b\u300d\u3068\u3044\u3046\u89e3\u91c8\u304c\u6b8b\u308a\u3001\u4e8b\u6545\u306e\u3068\u304d\u306e\u5224\u65ad\u3092\u8aa4\u3089\u305b\u307e\u3059**\n4. **\u73fe\u5730\u306e\u898f\u5236\u3092\u672c\u793e\u306e\u65b9\u91dd\u3088\u308a\u5148\u306b\u78ba\u304b\u3081\u308b** \u2026 \u5b50\u4f1a\u793e\u304c\u3069\u306e\u4fdd\u967a\u4f1a\u793e\u3068\u5951\u7d04\u3067\u304d\u308b\u304b\u3001\u52a0\u5165\u304c\u7fa9\u52d9\u306e\u4fdd\u967a\u306f\u4f55\u304b\u306f\u56fd\u3054\u3068\u306b\u9055\u3044\u307e\u3059\u3002**\u65b9\u91dd\u3068\u306e\u4e0d\u8db3\u3092\u898b\u3064\u3051\u3066\u3082\u3001\u73fe\u5730\u306e\u4ef2\u4ecb\u8005\u306b\u78ba\u304b\u3081\u3066\u304b\u3089\u76f8\u8ac7\u3057\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u4e0d\u8db3\u3057\u3066\u3044\u308b\u5951\u7d04\u3092\u898b\u9003\u3059\u3053\u3068\u3068\u3001\u66f4\u65b0\u306e\u5207\u308c\u76ee\u3092\u4f5c\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u9650\u5ea6\u984d\u306e\u7a2e\u985e\u306e\u53d6\u308a\u9055\u3048\u304b\u3089\u3001\u5f8c\u8005\u306f\u66f4\u65b0\u306e\u4e00\u89a7\u306e\u6f0f\u308c\u304b\u3089\u8d77\u304d\u308b\u306e\u3067\u3001**\u5024\u3092\u7a2e\u985e\u3068\u539f\u6587\u306e\u901a\u8ca8\u3068\u4e00\u7dd2\u306b\u6b8b\u3057\u3001\u66f4\u65b0\u306e\u7ba1\u7406\u3092\u53f0\u5e33\u306e\u5074\u306b\u7f6e\u304f\u8a2d\u8a08\u3092\u5d29\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**","recommended_for":"\u6d77\u5916\u306b\u5341\u6570\u793e\u4ee5\u4e0a\u306e\u5b50\u4f1a\u793e\u3092\u6301\u3061\u3001\u5b50\u4f1a\u793e\u304c\u305d\u308c\u305e\u308c\u73fe\u5730\u306e\u4fdd\u967a\u4f1a\u793e\u3084\u4ee3\u7406\u5e97\u3067\u8ca1\u7269\u30fb\u8ce0\u511f\u30fb\u5f79\u54e1\u8ce0\u511f\u8cac\u4efb\uff08D&O\uff09\u306a\u3069\u306e\u4fdd\u967a\u3092\u624b\u914d\u3057\u3066\u3044\u308b\u5546\u793e\u30fb\u88fd\u9020\u696d\u30fb\u7269\u6d41\u696d\u3002\u672c\u793e\u306e\u8ca1\u52d9\u90e8\u3084\u7dcf\u52d9\u90e8\u304c\u82f1\u6587\u306e\u4fdd\u967a\u8a3c\u5238\u3084\u66f4\u65b0\u306e\u8a3c\u5238\u3092PDF\u3067\u53d7\u3051\u53d6\u308a\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u4ed8\u4fdd\u53f0\u5e33\u306b\u624b\u3067\u5199\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u30b0\u30eb\u30fc\u30d7\u3068\u3057\u3066\u306e\u4ed8\u4fdd\u65b9\u91dd\uff08\u4fdd\u967a\u306e\u7a2e\u985e\u3054\u3068\u306e\u6700\u4f4e\u306e\u9650\u5ea6\u984d\u3001\u514d\u8cac\u91d1\u984d\u306e\u4e0a\u9650\uff09\u3092\u6c7a\u3081\u3066\u3044\u3066\u3001\u5b50\u4f1a\u793e\u306e\u5951\u7d04\u304c\u305d\u308c\u306b\u5c4a\u3044\u3066\u3044\u308b\u304b\u3092\u66f4\u65b0\u306e\u305f\u3073\u306b\u78ba\u304b\u3081\u305f\u3044\u5834\u5408\u3002","not_recommended_for":"\u6d77\u5916\u5b50\u4f1a\u793e\u306e\u4fdd\u967a\u3092\u30b0\u30eb\u30fc\u30d7\u4e00\u62ec\u306e\u4fdd\u967a\u8a08\u753b\uff08\u672c\u793e\u304c\u624b\u914d\u3059\u308b\u4fdd\u967a\u3068\u73fe\u5730\u306e\u4fdd\u967a\u306e\u7d44\u307f\u5408\u308f\u305b\uff09\u3067\u672c\u793e\u304c\u3059\u3079\u3066\u624b\u914d\u3057\u3066\u304a\u308a\u3001\u5b50\u4f1a\u793e\u304b\u3089\u8a3c\u5238\u3092\u96c6\u3081\u308b\u5de5\u7a0b\u304c\u7121\u3044\u5834\u5408\u3002\u8a3c\u5238\u304c\u82f1\u8a9e\u4ee5\u5916\uff08\u4e2d\u56fd\u8a9e\u30fb\u30bf\u30a4\u8a9e\u30fb\u65e5\u672c\u8a9e\u306a\u3069\uff09\u3067\u5c4a\u304f\u5b50\u4f1a\u793e\u304c\u4e2d\u5fc3\u306e\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306eOCR\u306f\u82f1\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\u3057\u304b\u8aad\u3081\u305a\u3001\u8cea\u554f\uff08Queries\uff09\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u304c\u5bfe\u8c61\u3067\u3059\uff09\u3002\u5b50\u4f1a\u793e\u304c\u6570\u793e\u3067\u3001\u8a3c\u5238\u3082\u5e74\u306b\u6570\u4ef6\u3057\u304b\u5c4a\u304b\u306a\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u88dc\u511f\u306e\u7bc4\u56f2\u304c\u5341\u5206\u304b\u306e\u8a55\u4fa1\u3001\u7d04\u6b3e\u306e\u89e3\u91c8\u3001\u4fdd\u967a\u3092\u8ffd\u52a0\u30fb\u5909\u66f4\u3059\u308b\u304b\u306e\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u4ed8\u4fdd\u65b9\u91dd\u3092\u8868\u306b\u66f8\u304d\u76f4\u3059**\n\n\u4ed8\u4fdd\u65b9\u91dd\u306e\u6587\u66f8\u3092\u3001\u4fdd\u967a\u306e\u7a2e\u985e\u30fb\u9650\u5ea6\u984d\u306e\u7a2e\u985e\uff081\u4e8b\u6545\u3042\u305f\u308a\u30fb\u5408\u8a08\uff09\u30fb\u6700\u4f4e\u306e\u91d1\u984d\u30fb\u514d\u8cac\u91d1\u984d\u306e\u4e0a\u9650\u30fb\u901a\u8ca8\u306e\u8868\u306b\u66f8\u304d\u76f4\u3057\u307e\u3059\u3002**\u7a2e\u985e\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u3001\u8ca1\u52d9\u90e8\u306e\u8cac\u4efb\u8005\u306b\u6c7a\u3081\u3066\u3082\u3089\u3044\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a10\u4ef6\u3067\u8a66\u3059**\n\n\u53bb\u5e74\u306e\u8a3c\u5238\u304b\u308910\u4ef6\u3092\u9078\u3073\u3001\u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u3067\u6761\u4ef6\u3092\u8868\u306b\u3055\u305b\u307e\u3059\u3002**\u9650\u5ea6\u984d\u306e\u7a2e\u985e\u3092\u53d6\u308a\u9055\u3048\u306a\u3044\u304b\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u3092\u57cb\u3081\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u53d7\u3051\u53d6\u308a\u65b9\u3092\u5b50\u4f1a\u793e\u306b\u305d\u308d\u3048\u3066\u3082\u3089\u3046**\n\n\u5b50\u4f1a\u793e\u3054\u3068\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3092\u4f5c\u308a\u3001**\u8a3c\u5238\u306e\u5168\u30da\u30fc\u30b8\uff08\u660e\u7d30\u30fb\u7d04\u6b3e\u30fb\u88cf\u66f8\uff09\u30921\u3064\u306ePDF\u3067\u5165\u308c\u3066\u3082\u3089\u3046**\u3088\u3046\u306b\u4f9d\u983c\u3057\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u5b50\u4f1a\u793e\u306e\u540d\u79f0\u306e\u63fa\u308c\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u307e\u3067\u3092\u3064\u306a\u3050**\n\nS3\u3001Lambda\u3001Textract\u3001Claude API\u3001Python \u306e\u7167\u5408\u3092\u3064\u306a\u304e\u3001\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u306e\u884c\u3092\u66f8\u304f\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u3001\u5317\u7c73\u306e\u5b50\u4f1a\u793e\u306e\u8a3c\u5238\u3060\u3051\u3092\u5bfe\u8c61\u306b\u3057\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5bfe\u8c61\u3092\u82f1\u6587\u306e\u8a3c\u5238\u3092\u51fa\u3059\u3059\u3079\u3066\u306e\u5b50\u4f1a\u793e\u306b\u5e83\u3052\u3001`needs_human` \u3068 `endorsement_change` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u3066\u3001\u660e\u7d30\u306e\u30da\u30fc\u30b8\u306e\u63a2\u3057\u65b9\u3068\u8cea\u554f\u3092\u76f4\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u6bce\u67081\u65e5\u306e\u66f4\u65b0\u306e\u4e00\u89a7\u3092\u8db3\u3057\u30011\u4ef660\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u66f4\u65b0\u306e\u5207\u308c\u76ee\u304c\u53f0\u5e33\u306e\u4e0a\u3067\u524d\u3082\u3063\u3066\u898b\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0016","UC-0637","UC-0167","UC-0226"],"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":5698,"slug":"roei-hokoku-tejun","title":"\u60c5\u5831\u304c\u6f0f\u308c\u305f\u3068\u304d\u306b\u52d5\u304f5\u5de5\u7a0b\uff5c\u5831\u544a\u3068\u901a\u77e5\u306e\u671f\u9650\u3092\u77e5\u308b"},{"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"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\u3059\u308b\u5f62\u5f0f\u304cJPEG\u3001PNG\u3001PDF\u3001TIFF\u3067\u3042\u308b\u3053\u3068\u3002\u540c\u671f\u306fPDF1\u30da\u30fc\u30b8\u30fb10MB\u3001\u975e\u540c\u671f\u306fPDF\u3068TIFF\u3067500MB\u30fb3,000\u30da\u30fc\u30b8\u3067\u3042\u308b\u3053\u3068\u3002PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3067\u304d\u306a\u3044\u3053\u3068\u3002\u5bfe\u5fdc\u8a00\u8a9e\u304c\u82f1\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\u3067\u3001\u8cea\u554f\u306e\u691c\u51fa\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u3067\u3042\u308b\u3053\u3068\u3002\u8cea\u554f\u306f\u540c\u671f\u30671\u30da\u30fc\u30b815\u500b\u3001\u975e\u540c\u671f\u306730\u500b\u307e\u3067\u3067\u3042\u308b\u3053\u3068 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-08 |\n| StartDocumentAnalysis \u306e `FeatureTypes`\uff08TABLES\uff0fFORMS\uff0fQUERIES\uff0fSIGNATURES\uff0fLAYOUT\uff09\u3001`QueriesConfig`\uff08`Alias`\u3001`Pages`\u3001`Text`\uff09\u3001`ClientRequestToken`\u3001`JobTag`\u3001`NotificationChannel` \u3067 Amazon SNS \u306b\u5b8c\u4e86\u3092\u901a\u77e5\u3059\u308b\u3053\u3068\u3002`JobId` \u304c7\u65e5\u9593\u3060\u3051\u6709\u52b9\u306a\u3053\u3068 | [AWS: StartDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartDocumentAnalysis.html) | 2026-10-08 |\n| GetDocumentAnalysis \u306e `JobStatus`\uff08SUCCEEDED\uff0fFAILED\uff0fPARTIAL_SUCCESS \u307b\u304b\uff09\u3001`MaxResults`\uff08\u6700\u59271,000\uff09\u3068 `NextToken`\u3001`StatusMessage`\u3001`Warnings`\u3002\u8cea\u554f\u306e\u30da\u30fc\u30b8\u6570\u306e\u4e0a\u9650\u3092\u8d85\u3048\u308b\u3068 `INVALID_REQUEST_PARAMETERS` 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\u3092\u6307\u5b9a\u3057\u3066\u53d7\u3051\u53d6\u308c\u308b\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-08 |\n\n**\u88dc\u511f\u306e\u7bc4\u56f2\u304c\u5341\u5206\u304b\u3001\u4fdd\u967a\u3092\u8ffd\u52a0\u30fb\u5909\u66f4\u3059\u308b\u304b\u306f\u3001\u672c\u793e\u306e\u62c5\u5f53\u8005\u3068\u4fdd\u967a\u306e\u4ef2\u4ecb\u8005\u304c\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u516c\u958b\u4ed5\u69d8\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u73fe\u5730\u3067\u52a0\u5165\u304c\u7fa9\u52d9\u306e\u4fdd\u967a\u3084\u5951\u7d04\u3067\u304d\u308b\u4fdd\u967a\u4f1a\u793e\u306f\u3001\u5b50\u4f1a\u793e\u306e\u3042\u308b\u56fd\u306e\u898f\u5236\u3092\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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