{"id":308,"date":"2025-10-09T16:06:18","date_gmt":"2025-10-09T07:06:18","guid":{"rendered":"https:\/\/connectedbase-blog.jp\/?p=308"},"modified":"2025-10-26T16:09:53","modified_gmt":"2025-10-26T07:09:53","slug":"ai%e3%81%8c%e9%81%8e%e5%8e%bb%e3%81%ae%e7%a9%8d%e7%ae%97%e3%83%9f%e3%82%b9%e3%81%8b%e3%82%89%e5%ad%a6%e3%81%b6-%e2%80%95-%e5%88%a4%e6%96%ad%e3%81%ae%e7%b2%be%e5%ba%a6%e3%81%8c","status":"publish","type":"post","link":"https:\/\/connectedbase-blog.jp\/?p=308","title":{"rendered":"AI\u304c\u201c\u904e\u53bb\u306e\u7a4d\u7b97\u30df\u30b9\u201d\u304b\u3089\u5b66\u3076 \u2015 \u5224\u65ad\u306e\u7cbe\u5ea6\u304c\u4e0a\u304c\u308b\u7406\u7531"},"content":{"rendered":"\n<p id=\"56cf0605-4991-481c-bef2-a376248f3f54\">\u300c\u524d\u56de\u306e\u898b\u7a4d\u3067\u201cm\u201d\u3068\u201cmm\u201d\u3092\u53d6\u308a\u9055\u3048\u305f\u305b\u3044\u3067\u3001\u6570\u91cf\u304c1000\u500d\u306b\u306a\u3063\u3066\u3044\u305f\u300d<br>\u300c\u7a0e\u8fbc\u30fb\u7a0e\u629c\u306e\u5207\u308a\u66ff\u3048\u3092\u5fd8\u308c\u3066\u3001\u6700\u7d42\u91d1\u984d\u304c\u30ba\u30ec\u305f\u300d<br>\u300c\u4f3c\u305f\u54c1\u756a\u3092\u9078\u3093\u3067\u3057\u307e\u3044\u3001\u5358\u4fa1\u304c5\uff05\u9ad8\u3044\u90e8\u6750\u3067\u7a4d\u7b97\u3057\u3066\u3044\u305f\u300d<\/p>\n\n\n\n<p id=\"68c88064-f06e-4320-9c58-2e3e6341fb92\">\u5efa\u8a2d\u30fb\u88fd\u9020\u306e\u73fe\u5834\u3067\u8d77\u304d\u304c\u3061\u306a\u7a4d\u7b97\u30df\u30b9\u306f\u3001\u4eba\u306e\u4e0d\u6ce8\u610f\u3060\u3051\u304c\u539f\u56e0\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u4e0d\u7d71\u4e00\u3001\u5358\u4f4d\u306e\u63fa\u308c\u3001\u54c1\u756a\u306e\u985e\u4f3c\u3001\u7a0e\u533a\u5206\u3084\u6b69\u639b\u306e\u6271\u3044\u2026\u201c\u69cb\u9020\u7684\u306b\u8d77\u304d\u3084\u3059\u3044\u201d\u843d\u3068\u3057\u7a74\u304c\u8907\u6570\u91cd\u306a\u3063\u3066\u767a\u751f\u3057\u307e\u3059\u3002<br>\u672c\u7a3f\u3067\u306f\u3001<strong>AI\u304c\u3053\u308c\u3089\u306e\u201c\u904e\u53bb\u306e\u30df\u30b9\u201d\u3092\u6559\u6750\u306b\u3057\u3066\u3001\u7a4d\u7b97\u5224\u65ad\u306e\u7cbe\u5ea6\u3092\u5e95\u4e0a\u3052\u3059\u308b\u4ed5\u7d44\u307f<\/strong>\u3092\u3001\u5b9f\u52d9\u76ee\u7dda\u3067\u5206\u89e3\u3057\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"86df2ff6-8962-4d0d-b5f9-0327fac175ec\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"0856d84a-dd38-44ad-a214-f297a372ad35\">1. \u305d\u3082\u305d\u3082\u3001\u306a\u305c\u540c\u3058\u30df\u30b9\u304c\u7e70\u308a\u8fd4\u3055\u308c\u308b\u306e\u304b\uff1f<\/h2>\n\n\n\n<ul id=\"5027c0ac-ca41-4235-a4d2-08b87d13bca5\" class=\"wp-block-list\">\n<li><strong>\u5165\u529b\u306e\u591a\u69d8\u6027<\/strong>\uff1a\u898b\u7a4d\u66f8\u30fb\u5185\u8a33\u66f8\u30fb\u4ed5\u69d8\u66f8\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3084\u8868\u73fe\u304c\u30d0\u30e9\u30d0\u30e9\u3002<\/li>\n\n\n\n<li><strong>\u5358\u4f4d\u30fb\u63db\u7b97\u306e\u6df7\u5728<\/strong>\uff1am \/ mm\u3001\u33a1 \/ \u5e73\u7c73\u3001\u500b \/ \u672c\u3001kN \/ N \u306a\u3069\u3002<\/li>\n\n\n\n<li><strong>\u53c2\u7167\u60c5\u5831\u306e\u6563\u5728<\/strong>\uff1a\u793e\u5185\u306e\u201c\u9069\u6b63\u4fa1\u683c\u201d\u3001\u6b69\u639b\u3001\u904e\u53bb\u5b9f\u7e3e\u304c\u90e8\u7f72\u3084\u4eba\u306b\u7d10\u3065\u304f\u3002<\/li>\n\n\n\n<li><strong>\u78ba\u8a8d\u30d7\u30ed\u30bb\u30b9\u306e\u5c5e\u4eba\u5316<\/strong>\uff1a\u30d9\u30c6\u30e9\u30f3\u306e\u76ee\u8996\u30c1\u30a7\u30c3\u30af\u306b\u4f9d\u5b58\u3057\u3001\u6697\u9ed9\u77e5\u304c\u5f62\u5f0f\u77e5\u5316\u3055\u308c\u306a\u3044\u3002<\/li>\n<\/ul>\n\n\n\n<p id=\"8124e95f-10bb-41e5-94cb-6cbd7e8a7ad9\">\u3053\u308c\u3089\u306f**\u201c\u9593\u9055\u3048\u3084\u3059\u3055\u304c\u5185\u5728\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u8a2d\u8a08\u201d**\u306e\u554f\u984c\u3067\u3059\u3002AI\u306f\u3001<strong>\u3053\u306e\u5185\u5728\u30ea\u30b9\u30af\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u201c\u518d\u73fe\u53ef\u80fd\u306a\u5b66\u7fd2\u8cc7\u6e90\u201d\u3078\u5909\u63db<\/strong>\u3059\u308b\u3053\u3068\u3067\u3001\u4ee5\u964d\u306e\u5224\u65ad\u3092\u5f37\u304f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"b77b0694-2571-4fab-86fe-5c9303cfb519\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"fd247463-5c5a-47b1-a732-c107b4f50f8d\">2. \u201c\u30df\u30b9\u201d\u306f\u6700\u9ad8\u306e\u6559\u6750\u306b\u306a\u308b \u2014\u2014 \u5b66\u7fd2\u306e\u57fa\u672c\u8a2d\u8a08<\/h2>\n\n\n\n<p id=\"6feade62-a1c9-4b75-9523-580dcdb56fea\">AI\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u306e\u306f\u3001<strong>\u6b63\u89e3\u30c7\u30fc\u30bf\u3060\u3051\u3067\u306a\u304f\u201c\u8aa4\u308a\u2192\u4fee\u6b63\u2192\u7406\u7531\u201d\u306e\u4e09\u70b9\u30bb\u30c3\u30c8<\/strong>\u3067\u3059\u3002<br>\u5b66\u7fd2\u7528\u30ed\u30b0\u306f\u6700\u4f4e\u9650\u3001\u6b21\u306e\u3088\u3046\u306b\u6574\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<pre id=\"ff181e9c-2c5a-4976-9a3c-09d97cedeaa8\" class=\"wp-block-code\"><code>{\n  \"document_id\": \"2025-07-12_\u898b\u7a4d_ABC\u5de5\u696d_\u96fb\u6c17\u5de5\u4e8b\",\n  \"line_item_id\": \"L-034\",\n  \"error_type\": \"unit_mismatch\",\n  \"model_output\": { \"qty\": 1200, \"unit\": \"mm\", \"item\": \"\u30b1\u30fc\u30d6\u30eb\u30c0\u30af\u30c8\" },\n  \"human_fix\":   { \"qty\": 1.2, \"unit\": \"m\",  \"item\": \"\u30b1\u30fc\u30d6\u30eb\u30c0\u30af\u30c8\" },\n  \"reason\": \"\u56f3\u9762\u306fm\u8868\u8a18\u3002\u904e\u53bb\u540c\u578b\u756a\u306f\u5168\u3066m\u3002\u898f\u683c\u8868\u3082m\u306e\u307f\u3002\",\n  \"context\": {\n    \"page\": 3, \"table_col_headers\": &#91;\"\u54c1\u540d\",\"\u898f\u683c\",\"\u6570\u91cf\",\"\u5358\u4f4d\",\"\u5358\u4fa1\"],\n    \"neighbors\": &#91;\"\u30b1\u30fc\u30d6\u30eb\u30c0\u30af\u30c8\u66f2\u304c\u308a\u90e8\u6750\", \"\u7aef\u672b\u51e6\u7406\u6750\"]\n  },\n  \"approved_by\": \"\u7530\u4e2d\",\n  \"approved_at\": \"2025-07-12T10:43:00+09:00\"\n}\n<\/code><\/pre>\n\n\n\n<p>copy<\/p>\n\n\n\n<p id=\"808a8386-3006-44b4-aace-acda5b7b064d\">\u30dd\u30a4\u30f3\u30c8\u306f**\u201c\u4fee\u6b63\u7406\u7531\u201d\u3092\u77ed\u304f\u3066\u3082\u6b8b\u3059<strong>\u3053\u3068\u3002<br>AI\u306f\u3053\u306e\u7406\u7531\u6587\u3092\u30c6\u30ad\u30b9\u30c8\u7279\u5fb4\u3068\u3057\u3066\u5438\u53ce\u3057\u3001<\/strong>\u201c\u3069\u3093\u306a\u72b6\u6cc1\u3067\u3001\u306a\u305c\u305d\u306e\u8a02\u6b63\u304c\u59a5\u5f53\u306a\u306e\u304b\u201d**\u3092\u6587\u8108\u3067\u899a\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"5b2f78b2-e028-478f-b523-5c23a1d6cac3\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"9cd09b5a-341b-4ba1-801b-7803dc089080\">3. \u5178\u578b\u7684\u306a\u201c\u5b66\u7fd2\u5bfe\u8c61\u201d\u3068\u6539\u5584\u30e1\u30ab\u30cb\u30ba\u30e0<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"14faeb0f-106a-4442-9389-c2cd837d43b5\">3-1. \u5358\u4f4d\u30df\u30b9\u30fb\u63db\u7b97\u629c\u3051<\/h3>\n\n\n\n<ul id=\"8a681ada-f97e-4b1b-b1a0-a785353152ff\" class=\"wp-block-list\">\n<li><strong>\u8aa4\u308a\u306e\u30d1\u30bf\u30fc\u30f3<\/strong>\uff1amm \u21c4 m\u3001\u33a1 \u21c4 m\u00b2\u3001\u500b \u21c4 \u672c\u3001kg \u21c4 t\u3002<\/li>\n\n\n\n<li><strong>AI\u306e\u5bfe\u7b56<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u898f\u683c\u6b04\u3084\u54c1\u756a\u898f\u683c\u8868\u304b\u3089<strong>\u5358\u4f4d\u306e\u78ba\u4fe1\u5ea6<\/strong>\u3092\u7b97\u51fa\u3002<\/li>\n\n\n\n<li>\u540c\u4e00\u578b\u756a\u306e<strong>\u904e\u53bb\u63a1\u7528\u5358\u4f4d\u306e\u51fa\u73fe\u983b\u5ea6<\/strong>\u3067\u4e8b\u5f8c\u78ba\u7387\u3092\u66f4\u65b0\u3002<\/li>\n\n\n\n<li>\u671f\u5f85\u30ec\u30f3\u30b8\uff08\u4f8b\uff1a\u96fb\u7dda\u9577 0.5\u2013500m\uff09\u306e<strong>\u7570\u5e38\u5024\u691c\u51fa<\/strong>\u3067\u81ea\u52d5\u30d6\u30ec\u30fc\u30ad\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"d8ca02a6-38c8-481d-9831-b0910b03180f\">3-2. \u6841\u30ba\u30ec\uff08\u00d710 \/ \u00d7100 \/ \u00d71000\uff09<\/h3>\n\n\n\n<ul id=\"4835d965-a4ae-4e1b-a085-73e490348d5e\" class=\"wp-block-list\">\n<li><strong>\u8aa4\u308a\u306e\u30d1\u30bf\u30fc\u30f3<\/strong>\uff1a\u6570\u91cf\u00d710\u3001\u5358\u4fa1\u00d71000\u3001\u5408\u8a08\u306e\u6841\u843d\u3061\u3002<\/li>\n\n\n\n<li><strong>AI\u306e\u5bfe\u7b56<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u540c\u7a2e\u6848\u4ef6\u306e<strong>\u6570\u91cf\u5206\u5e03<\/strong>\u3092\u53c2\u7167\u3057\u3001\u5916\u308c\u5024\u3092\u8b66\u544a\u3002<\/li>\n\n\n\n<li>\u7a0e\u8fbc\u7a0e\u629c\u30fb\u6b69\u639b\u306e\u9069\u7528\u6709\u7121\u3092<strong>\u30eb\u30fc\u30eb+\u78ba\u7387<\/strong>\u3067\u540c\u6642\u5224\u65ad\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"a8788b89-59fa-4d1c-9cd5-26c1bce8a5ca\">3-3. \u985e\u4f3c\u54c1\u756a\u306e\u53d6\u308a\u9055\u3044<\/h3>\n\n\n\n<ul id=\"3671bb3b-dcc2-422d-9ed5-d49d2726ae8d\" class=\"wp-block-list\">\n<li><strong>\u8aa4\u308a\u306e\u30d1\u30bf\u30fc\u30f3<\/strong>\uff1a\u201cAB-100\u201d\u3068\u201cAB-100N\u201d\u306e\u6df7\u540c\u3002<\/li>\n\n\n\n<li><strong>AI\u306e\u5bfe\u7b56<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u30a8\u30f3\u30d9\u30c7\u30a3\u30f3\u30b0<\/strong>\uff08\u54c1\u756a\u30fb\u898f\u683c\u30fb\u7528\u9014\u306e\u610f\u5473\u7279\u5fb4\uff09\u3067\u8ddd\u96e2\u304c\u8fd1\u3044\u5019\u88dc\u3092\u5168\u3066\u63d0\u793a\u3002<\/li>\n\n\n\n<li><strong>\u793e\u5185\u9069\u6b63\u4fa1\u683cDB<\/strong>\u3068<strong>\u5728\u5eab\/\u8cfc\u8cb7\u5c65\u6b74<\/strong>\u3092\u7a81\u5408\u3057\u3001<strong>\u5b9f\u614b\u306b\u5408\u3046\u5019\u88dc\u3092\u512a\u5148<\/strong>\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"b9d85d81-56ff-401d-b59b-dbce0e2944c7\">3-4. \u7a0e\u533a\u5206\u30fb\u5024\u5f15\u30fb\u6b69\u639b\u306e\u9069\u7528\u6f0f\u308c<\/h3>\n\n\n\n<ul id=\"331a97c2-5664-4af6-bcd7-391524a736aa\" class=\"wp-block-list\">\n<li><strong>\u5bfe\u7b56<\/strong>\uff1a\u660e\u7d30\u884c\u2192\u5c0f\u8a08\u2192\u7dcf\u8a08\u3067<strong>\u6574\u5408\u30c1\u30a7\u30c3\u30af<\/strong>\u3001\u904e\u53bb\u6848\u4ef6\u306e<strong>\u5024\u5f15\u7387\u5206\u5e03<\/strong>\u304b\u3089\u9038\u8131\u3092\u691c\u77e5\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"c015867f-c8dd-4648-8673-a911a8a41951\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"90d3e621-2daa-4c6e-ab29-6b44c461238d\">4. \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff1aAI\u304c\u5f37\u304f\u306a\u308b\u201c\u5b66\u7fd2\u30eb\u30fc\u30d7\u201d<\/h2>\n\n\n\n<pre id=\"ad32a2e2-b2e1-4364-bb04-b8d3c7ac5250\" class=\"wp-block-code\"><code>\u5165\u529b\uff08PDF\/Excel\/\u56f3\u9762\uff09 \n    \u2193 \u3014\u6587\u66f8\u89e3\u6790\u30fb\u30ec\u30a4\u30a2\u30a6\u30c8\u62bd\u51fa\uff08AI-OCR\/DI\uff09\u3015\n\u4e0b\u51e6\u7406\uff08\u5358\u4f4d\u6b63\u898f\u5316\u30fb\u6570\u5024\u578b\u5909\u63db\u30fb\u8868\u62bd\u51fa\uff09\n    \u2193\n\u521d\u671f\u63a8\u8ad6\uff08LLM \/ \u30eb\u30fc\u30eb \/ \u904e\u53bbDB\uff09\n    \u2193\n\u30d2\u30c8\u304c\u78ba\u8a8d\uff08\u5dee\u5206\u8868\u793a\u30fb\u6839\u62e0\u8868\u793a\u30fb\u201c\u4e00\u62ec\u88dc\u6b63\u201dUI\uff09\n    \u2193\n\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u4fdd\u5b58\uff08\u8aa4\u308a\u2192\u4fee\u6b63\u2192\u7406\u7531\uff0b\u6587\u8108\uff09\n    \u2193\n\u518d\u5b66\u7fd2\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\u6700\u9069\u5316 \/ \u30eb\u30fc\u30eb\u66f4\u65b0 \/ \u7279\u5fb4\u91cf\u8ffd\u52a0\uff09\n    \u2193\uff08\u7fcc\u6848\u4ef6\u304b\u3089\u53cd\u6620\uff09\n\u5224\u65ad\u7cbe\u5ea6\u306e\u7d99\u7d9a\u5411\u4e0a\n<\/code><\/pre>\n\n\n\n<p>copy<\/p>\n\n\n\n<p id=\"aa4462fb-a512-40ad-868b-2c8eef02d1d8\"><strong>\u9375\u306f\u201c\u5dee\u5206\u306e\u84c4\u7a4d\u201d\u3067\u3059\u3002<br>\u6bce\u56de\u306e\u4fee\u6b63\u304c\u30e2\u30c7\u30eb\u3068\u30eb\u30fc\u30eb\u306e\u53cc\u65b9\u306b\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af<\/strong>\u3055\u308c\u3001<strong>\u7fcc\u65e5\u304b\u3089\u52b9\u304f<\/strong>\u6539\u5584\u304c\u81ea\u52d5\u53cd\u6620\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"3112ad79-6cb6-4e32-b284-01941b138f5f\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"ddea4eed-9203-4b8a-913b-d43a1ff68878\">5. \u6210\u679c\u306e\u6e2c\u308a\u65b9\uff08KPI\u8a2d\u8a08\uff09<\/h2>\n\n\n\n<ul id=\"6f21512d-9911-452d-bb50-5c96415efd16\" class=\"wp-block-list\">\n<li><strong>\u4e00\u6b21\u518d\u73fe\u7387\uff08Top-1\uff09<\/strong>\uff1a\u4eba\u306e\u4fee\u6b63\u306a\u3057\u3067\u78ba\u5b9a\u3057\u305f\u660e\u7d30\u306e\u5272\u5408<\/li>\n\n\n\n<li><strong>\u63d0\u6848\u9069\u5408\u7387\uff08Top-3\uff09<\/strong>\uff1a\u63d0\u793a\u5019\u88dc3\u3064\u4ee5\u5185\u306b\u6b63\u89e3\u304c\u542b\u307e\u308c\u308b\u5272\u5408<\/li>\n\n\n\n<li><strong>MAPE\uff08\u91d1\u984d\u8aa4\u5dee\u7387\uff09<\/strong>\uff1a\u898b\u7a4d\u91d1\u984d\u306e\u5e73\u5747\u767e\u5206\u7387\u8aa4\u5dee<\/li>\n\n\n\n<li><strong>\u691c\u77e5\u30ea\u30b3\u30fc\u30eb\uff08\u7570\u5e38\u691c\u77e5\uff09<\/strong>\uff1a\u91cd\u5927\u30df\u30b9\u3092\u4e8b\u524d\u306b\u6b62\u3081\u3089\u308c\u305f\u5272\u5408<\/li>\n\n\n\n<li><strong>\u627f\u8a8dTAT<\/strong>\uff1a\u898b\u7a4d\u627f\u8a8d\u307e\u3067\u306e\u5e73\u5747\u6240\u8981\u6642\u9593<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p id=\"bada72e6-306e-4324-8a7f-f74be6c7e0c7\">\u4f8b\uff09\u5c0e\u51653\u304b\u6708\uff1aTop-1 62% \u2192 83%\u3001\u627f\u8a8dTAT 2.1\u65e5 \u2192 0.9\u65e5<br>\u203b\u6570\u5024\u306f\u30b5\u30f3\u30d7\u30eb\u3002\u81ea\u793e\u3067\u201c\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u2192\u63a8\u79fb\u201d\u3092\u5fc5\u305a\u53ef\u8996\u5316\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"f0809c2d-8108-41ea-a1c2-cb7f0568b303\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"30e9221d-a161-4435-8714-e7df6ccbd499\">6. \u5b9f\u52d9\u3067\u52b9\u304f\u201c\u7cbe\u5ea6\u5411\u4e0a\u306e\u30b3\u30c4\u201d<\/h2>\n\n\n\n<ol id=\"5d984505-68df-4608-85e6-5bd5daab9249\" class=\"wp-block-list\">\n<li><strong>\u30a8\u30e9\u30fc\u5206\u985e\u3092\u6c7a\u3081\u5207\u308b<\/strong>\uff1aunit_mismatch \/ digit_shift \/ tax_scope \/ sku_confusion \/ subtotal_mismatch \/ others<\/li>\n\n\n\n<li><strong>\u4fee\u6b63\u7406\u7531\u309220\u301c60\u6587\u5b57\u3067\u56fa\u5b9a\u8a18\u8ff0<\/strong>\uff08\u81ea\u7531\u8a18\u8ff0\u3067\u3082\u6587\u578b\u3092\u63c3\u3048\u308b\uff09<\/li>\n\n\n\n<li><strong>\u5358\u4f4d\u30fb\u901a\u8ca8\u30fb\u7a0e\u533a\u5206\u306f\u5148\u306b\u6b63\u898f\u5316<\/strong>\uff08\u5b66\u7fd2\u524d\u306e\u524d\u51e6\u7406\u304c\u52b9\u304f\uff09<\/li>\n\n\n\n<li><strong>\u201c\u78ba\u4fe1\u5ea6\u306e\u4f4e\u3044\u884c\u3060\u3051\u201d\u4eba\u306b\u898b\u305b\u308bUI<\/strong>\u3067\u30ec\u30d3\u30e5\u30fc\u8ca0\u8377\u3092\u6700\u5c0f\u5316<\/li>\n\n\n\n<li><strong>\u5019\u88dc\u8868\u793a\u306f\u6839\u62e0\u3064\u304d<\/strong>\uff08\u904e\u53bb\u6848\u4ef6ID\u30fb\u983b\u5ea6\u30fb\u898f\u683c\u4e00\u81f4\u7387\u306a\u3069\uff09<\/li>\n\n\n\n<li><strong>\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u4fdd\u5b58<\/strong>\uff08\u5f53\u6642\u306eDB\u72b6\u614b\u3092\u51cd\u7d50\uff09\u3067\u5f8c\u304b\u3089\u8ffd\u8de1\u53ef\u80fd\u306b<\/li>\n\n\n\n<li><strong>\u9031\u6b21\u306e\u5c0f\u3055\u306a\u30ea\u30ea\u30fc\u30b9<\/strong>\uff1a\u30d7\u30ed\u30f3\u30d7\u30c8\/\u30eb\u30fc\u30eb\/\u8f9e\u66f8\u3092\u7d99\u7d9a\u6539\u5584<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"7d7d33cb-d497-4b28-a022-c73de719a77e\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"8f66d2ee-b1dc-441e-b01c-c245b5f14bf9\">7. \u30c7\u30fc\u30bf\u9762\uff1a\u6700\u5c0f\u69cb\u6210\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8<\/h2>\n\n\n\n<ul id=\"3389fc83-e208-4dc3-968a-b1fa84d70a7e\" class=\"wp-block-list\">\n<li>\u660e\u7d30\u5358\u4f4d\u306e<strong>\u6b63\u898f\u5316\u8f9e\u66f8<\/strong>\uff08\u5358\u4f4d\u3001\u898f\u683c\u8868\u8a18\u3086\u308c\uff09<\/li>\n\n\n\n<li><strong>\u793e\u5185\u9069\u6b63\u4fa1\u683cDB<\/strong>\uff08\u54c1\u76ee\u00d7\u898f\u683c\u00d7\u6761\u4ef6\u00d7\u671f\u9593\uff09<\/li>\n\n\n\n<li><strong>\u904e\u53bb\u898b\u7a4d\u306e\u63a1\u5426<\/strong>\uff08\u63a1\u7528\/\u4e0d\u63a1\u7528\u30fb\u6700\u7d42\u5951\u7d04\u5358\u4fa1\u30fb\u5dee\u984d\u7406\u7531\uff09<\/li>\n\n\n\n<li><strong>\u5354\u529b\u4f1a\u793e\u5225\u306e\u5f97\u610f\u9818\u57df\u30fb\u5b9f\u52e2\u5358\u4fa1\u30ec\u30f3\u30b8<\/strong><\/li>\n\n\n\n<li><strong>\u539f\u4fa1\u8a08\u7b97\u30eb\u30fc\u30eb<\/strong>\uff08\u6b69\u639b\u3001\u5171\u901a\u4eee\u8a2d\u3001\u73fe\u5834\u6761\u4ef6\u306e\u88dc\u6b63\uff09<\/li>\n\n\n\n<li><strong>\u76e3\u67fb\u7528\u30ed\u30b0<\/strong>\uff08\u96fb\u5e33\u6cd5\u306e\u89b3\u70b9\uff1a\u6539\u5909\u4e0d\u53ef\u30fb\u8ffd\u8de1\u53ef\u80fd\u306a\u5c65\u6b74\uff09<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"109f9047-6d4a-46c8-8bea-6292ebbc0a95\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"94e4cce8-4e8b-4b77-9494-296e3dec55d7\">8. \u3088\u304f\u3042\u308b\u53cd\u8ad6\u3078\u306e\u73fe\u5834\u56de\u7b54<\/h2>\n\n\n\n<ul id=\"bed215d7-129f-434b-96dd-d87f5f01ba01\" class=\"wp-block-list\">\n<li><strong>\u300c\u30df\u30b9\u3092\u6b8b\u3059\u306e\u306f\u6065\u305a\u304b\u3057\u3044\u300d<\/strong><br>\u2192 \u6b8b\u3055\u306a\u3044\u3068<strong>\u4e8c\u5ea6\u3068\u6e1b\u3089\u306a\u3044<\/strong>\u3002\u500b\u4eba\u8a55\u4fa1\u3067\u306f\u306a\u304f<strong>\u30d7\u30ed\u30bb\u30b9\u5b66\u7fd2<\/strong>\u306e\u7d20\u6750\u3002<\/li>\n\n\n\n<li><strong>\u300cAI\u306f\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3067\u6016\u3044\u300d<\/strong><br>\u2192 \u5019\u88dc\u63d0\u793a\u306b**\u6839\u62e0\uff08\u904e\u53bb\u6848\u4ef6\u30fb\u898f\u683c\u4e00\u81f4\u30fb\u78ba\u4fe1\u5ea6\uff09**\u3092\u5fc5\u305a\u6dfb\u3048\u308b\u3002<br>\u2192 **\u201c\u63d0\u6848\u2192\u4eba\u306e\u6700\u7d42\u627f\u8a8d\u201d**\u3067\u30ac\u30d0\u30ca\u30f3\u30b9\u3082\u62c5\u4fdd\u3002<\/li>\n\n\n\n<li><strong>\u300c\u6848\u4ef6\u3054\u3068\u306b\u6761\u4ef6\u304c\u9055\u3044\u3059\u304e\u308b\u300d<\/strong><br>\u2192 \u6761\u4ef6\uff08\u5730\u57df\u30fb\u6642\u671f\u30fb\u73fe\u5834\u5236\u7d04\uff09\u3092<strong>\u7279\u5fb4\u91cf\u3068\u3057\u3066\u4e0e\u3048\u308b<\/strong>\u3002<br>\u2192 \u5b66\u7fd2\u3067\u306f<strong>\u6761\u4ef6\u5225\u306e\u30b5\u30d6\u30e2\u30c7\u30eb\/\u30eb\u30fc\u30eb<\/strong>\u3067\u5206\u5c90\u3055\u305b\u308b\u3068\u7cbe\u5ea6\u304c\u4f38\u3073\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"39ce5d6a-2d33-41cd-9dc9-794d8f9d94d9\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"386e8565-1555-4720-aa51-146f1a7910ab\">9. \u5c0e\u5165\u30b9\u30c6\u30c3\u30d7\uff08\u6700\u77ed\u30eb\u30fc\u30c8\uff09<\/h2>\n\n\n\n<ol id=\"1f996ca4-5a6d-41b4-ab2c-30da24b70a99\" class=\"wp-block-list\">\n<li><strong>3\u304b\u6708\u5206\u306e\u898b\u7a4dPDF\/Excel\u3092\u53ce\u96c6<\/strong>\uff08\u63a1\u7528\/\u4e0d\u63a1\u7528\u3092\u542b\u3080\uff09<\/li>\n\n\n\n<li><strong>10\u7a2e\u306e\u201c\u30df\u30b9\u578b\u201d\u306b\u5206\u985e<\/strong>\u3057\u3001\u4fee\u6b63\u30ed\u30b0\u3092\u4f5c\u6210\uff08\u7406\u7531\u6587\u3064\u304d\uff09<\/li>\n\n\n\n<li><strong>\u5358\u4f4d\u30fb\u898f\u683c\u30fb\u7a0e\u306e\u6b63\u898f\u5316\u8f9e\u66f8<\/strong>\u3092\u5148\u306b\u6574\u3048\u308b<\/li>\n\n\n\n<li><strong>\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3KPI\u3092\u6e2c\u5b9a<\/strong>\uff08Top-1\/Top-3\u3001TAT\uff09<\/li>\n\n\n\n<li><strong>AI\u63a8\u8ad6\uff0b\u4eba\u306e\u627f\u8a8dUI<\/strong>\u3092\u4eee\u904b\u7528\uff08\u78ba\u4fe1\u5ea6\u3057\u304d\u3044\u5024\u3067\u5206\u5c90\uff09<\/li>\n\n\n\n<li><strong>\u9031\u6b21\u30ec\u30d3\u30e5\u30fc\u3067\u8aa4\u308a\u2192\u4fee\u6b63\u2192\u7406\u7531\u3092\u68da\u5378\u3057<\/strong>\u3057\u3001\u8f9e\u66f8\/\u30eb\u30fc\u30eb\u66f4\u65b0<\/li>\n\n\n\n<li><strong>\u6539\u5584KPI\u306e\u63a8\u79fb\u3092\u516c\u958b<\/strong>\u3057\u3001\u73fe\u5834\u306e\u7d0d\u5f97\u611f\u3092\u91b8\u6210<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"1ba19879-4a01-4dc9-a27c-b74d2fc5a308\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"b231648b-d340-420a-9143-6c009e621c37\">10. \u307e\u3068\u3081 \u2015 \u201c\u4eba\u306e\u5224\u65ad\u3092\u518d\u73fe\u3059\u308b\u201d\u3068\u306f<\/h2>\n\n\n\n<p id=\"48ec7114-d7e7-4725-ba0a-1f58b6fac038\">AI\u306e\u5f37\u307f\u306f\u3001<strong>\u201c\u540c\u3058\u904e\u3061\u3092\u4e8c\u5ea6\u3068\u7e70\u308a\u8fd4\u3055\u306a\u3044\u8a18\u61b6\u529b\u201d\u306b\u3042\u308a\u307e\u3059\u3002<br>\u73fe\u5834\u304c\u65e5\u3005\u884c\u3046\u4fee\u6b63\u3092\u4e01\u5be7\u306b\u8a18\u9332\u3057\u3001\u5b66\u7fd2\u3055\u305b\u3001\u7fcc\u65e5\u304b\u3089\u53cd\u6620<\/strong>\u3059\u308b\u3002<br>\u305d\u306e\u53cd\u5fa9\u304c\u3001<strong>\u793e\u5185\u9069\u6b63\u4fa1\u683c\u306e\u7cbe\u5ea6<\/strong>\u3092\u9ad8\u3081\u3001<strong>\u696d\u8005\u5354\u8b70\u306e\u900f\u660e\u6027<\/strong>\u3092\u4e0a\u3052\u3001<strong>\u5229\u76ca\u7387\u3092\u5b88\u308b\u7a4d\u7b97<\/strong>\u3078\u7e4b\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p id=\"acff0d10-799b-4349-9dc3-4e146e6a7a71\"><strong>\u30df\u30b9\u306e\u53ef\u8996\u5316\u306f\u3001\u5f31\u307f\u306e\u66b4\u9732\u3067\u306f\u306a\u304f\u3001\u5f37\u3055\u306e\u8a2d\u8a08\u56f3\u3002<\/strong><br>\u201c\u6065\u305a\u304b\u3057\u3044\u30ed\u30b0\u201d\u3092\u201c\u8a87\u308c\u308b\u8cc7\u7523\u201d\u306b\u5909\u3048\u308b\u3053\u3068\u304c\u3001AI\u6642\u4ee3\u306e\u7a4d\u7b97\u6539\u9769\u306e\u6838\u5fc3\u3067\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"f84060ec-b2ed-4418-b637-6e04f83ba784\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"1f7869dd-eb07-4262-b98b-339cf6422634\">\u4ed8\u9332\uff1a\u73fe\u5834\u3067\u4f7f\u3048\u308b\u201c\u30a8\u30e9\u30fc\u7406\u7531\u30c6\u30f3\u30d7\u30ec\uff08\u4f8b\uff09\u201d<\/h2>\n\n\n\n<ul id=\"3248dc4d-22c2-423c-8211-aee48bced09e\" class=\"wp-block-list\">\n<li>\u5358\u4f4d\u4e0d\u6574\u5408\uff08\u898f\u683cm\u8868\u8a18\u30fb\u904e\u53bb\u540c\u578b\u756am\u63a1\u7528\u306e\u305f\u3081mm\u2192m\u3078\u63db\u7b97\uff09<\/li>\n\n\n\n<li>\u6841\u30ba\u30ec\u7591\u3044\uff08\u540c\u7a2e\u6848\u4ef6\u6570\u91cf\u5206\u5e03\u304b\u3089\u5916\u308c\u30011000\u500d\u9ad8\uff09<\/li>\n\n\n\n<li>\u7a0e\u533a\u5206\u8aa4\u308a\uff08\u5c0f\u8a08\u3068\u7dcf\u8a08\u306e\u6d88\u8cbb\u7a0e\u6574\u5408\u6027NG\u2192\u7a0e\u629c\u3078\u7d71\u4e00\uff09<\/li>\n\n\n\n<li>\u985e\u4f3c\u54c1\u756a\u8aa4\u9078\u629e\uff08AB-100N\u304c\u6b63\u3001\u898f\u683c\u4e00\u81f4\u7387\u30fb\u904e\u53bb\u63a1\u7528\u983b\u5ea6\u9ad8\uff09<\/li>\n\n\n\n<li>\u5c0f\u8a08\u4e0d\u6574\u5408\uff08\u660e\u7d30\u5408\u8a08\u2260\u5c0f\u8a08\u3001\u7aef\u6570\u51e6\u7406\u30eb\u30fc\u30eb\u306b\u672a\u9069\u7528\uff09<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"64b39555-d23c-4f9c-9a6d-fff6080edf9e\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"57b54df2-18f9-445c-934f-219e6e603dbd\">\u7de8\u96c6\u5f8c\u8a18 \/ \u304a\u77e5\u3089\u305b<\/h3>\n\n\n\n<p id=\"450dffa4-e0cd-45b6-b29f-ea7383f85ec8\">\u672c\u8a18\u4e8b\u306e\u8003\u3048\u65b9\uff08<strong>\u201c\u8aa4\u308a\u2192\u4fee\u6b63\u2192\u7406\u7531\u201d\u306e\u5b66\u7fd2\u30eb\u30fc\u30d7<\/strong>\u3001<strong>\u793e\u5185\u9069\u6b63\u4fa1\u683cDB<\/strong>\u3001<strong>\u6839\u62e0\u63d0\u793aUI<\/strong>\u306a\u3069\uff09\u306f\u3001\u305d\u306e\u307e\u307e\u5b9f\u52d9\u3078\u843d\u3068\u3057\u8fbc\u3081\u307e\u3059\u3002\u3082\u3057\u3001\u65e2\u5b58\u306eOCR\/RPA\u3067\u306f\u201c\u4eba\u306e\u5224\u65ad\u306e\u518d\u73fe\u201d\u307e\u3067\u5c4a\u304b\u306a\u3044\u3068\u611f\u3058\u3066\u3044\u308b\u65b9\u306f\u3001<strong>\u6700\u5c0f\u30b9\u30c6\u30c3\u30d7\u3067\u306ePoC\u8a2d\u8a08<\/strong>\u304b\u3089\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<br>\uff08\u203b\u30d7\u30ed\u30bb\u30b9\u3084\u30c7\u30fc\u30bf\u69cb\u6210\u306e\u3054\u76f8\u8ac7\u3060\u3051\u3067\u3082OK\u3067\u3059\u3002\uff09\u300c\u524d\u56de\u306e\u898b\u7a4d\u3067\u201cm\u201d\u3068\u201cmm\u201d\u3092\u53d6\u308a\u9055\u3048\u305f\u305b\u3044\u3067\u3001\u6570\u91cf\u304c1000\u500d\u306b\u306a\u3063\u3066\u3044\u305f\u300d<br>\u300c\u7a0e\u8fbc\u30fb\u7a0e\u629c\u306e\u5207\u308a\u66ff\u3048\u3092\u5fd8\u308c\u3066\u3001\u6700\u7d42\u91d1\u984d\u304c\u30ba\u30ec\u305f\u300d<br>\u300c\u4f3c\u305f\u54c1\u756a\u3092\u9078\u3093\u3067\u3057\u307e\u3044\u3001\u5358\u4fa1\u304c5\uff05\u9ad8\u3044\u90e8\u6750\u3067\u7a4d\u7b97\u3057\u3066\u3044\u305f\u300d<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><\/p>\n<\/blockquote>\n\n\n\n<p id=\"68c88064-f06e-4320-9c58-2e3e6341fb92\">\u5efa\u8a2d\u30fb\u88fd\u9020\u306e\u73fe\u5834\u3067\u8d77\u304d\u304c\u3061\u306a\u7a4d\u7b97\u30df\u30b9\u306f\u3001\u4eba\u306e\u4e0d\u6ce8\u610f\u3060\u3051\u304c\u539f\u56e0\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u4e0d\u7d71\u4e00\u3001\u5358\u4f4d\u306e\u63fa\u308c\u3001\u54c1\u756a\u306e\u985e\u4f3c\u3001\u7a0e\u533a\u5206\u3084\u6b69\u639b\u306e\u6271\u3044\u2026\u201c\u69cb\u9020\u7684\u306b\u8d77\u304d\u3084\u3059\u3044\u201d\u843d\u3068\u3057\u7a74\u304c\u8907\u6570\u91cd\u306a\u3063\u3066\u767a\u751f\u3057\u307e\u3059\u3002<br>\u672c\u7a3f\u3067\u306f\u3001<strong>AI\u304c\u3053\u308c\u3089\u306e\u201c\u904e\u53bb\u306e\u30df\u30b9\u201d\u3092\u6559\u6750\u306b\u3057\u3066\u3001\u7a4d\u7b97\u5224\u65ad\u306e\u7cbe\u5ea6\u3092\u5e95\u4e0a\u3052\u3059\u308b\u4ed5\u7d44\u307f<\/strong>\u3092\u3001\u5b9f\u52d9\u76ee\u7dda\u3067\u5206\u89e3\u3057\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"86df2ff6-8962-4d0d-b5f9-0327fac175ec\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"0856d84a-dd38-44ad-a214-f297a372ad35\">1. \u305d\u3082\u305d\u3082\u3001\u306a\u305c\u540c\u3058\u30df\u30b9\u304c\u7e70\u308a\u8fd4\u3055\u308c\u308b\u306e\u304b\uff1f<\/h2>\n\n\n\n<ul id=\"5027c0ac-ca41-4235-a4d2-08b87d13bca5\" class=\"wp-block-list\">\n<li><strong>\u5165\u529b\u306e\u591a\u69d8\u6027<\/strong>\uff1a\u898b\u7a4d\u66f8\u30fb\u5185\u8a33\u66f8\u30fb\u4ed5\u69d8\u66f8\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3084\u8868\u73fe\u304c\u30d0\u30e9\u30d0\u30e9\u3002<\/li>\n\n\n\n<li><strong>\u5358\u4f4d\u30fb\u63db\u7b97\u306e\u6df7\u5728<\/strong>\uff1am \/ mm\u3001\u33a1 \/ \u5e73\u7c73\u3001\u500b \/ \u672c\u3001kN \/ N \u306a\u3069\u3002<\/li>\n\n\n\n<li><strong>\u53c2\u7167\u60c5\u5831\u306e\u6563\u5728<\/strong>\uff1a\u793e\u5185\u306e\u201c\u9069\u6b63\u4fa1\u683c\u201d\u3001\u6b69\u639b\u3001\u904e\u53bb\u5b9f\u7e3e\u304c\u90e8\u7f72\u3084\u4eba\u306b\u7d10\u3065\u304f\u3002<\/li>\n\n\n\n<li><strong>\u78ba\u8a8d\u30d7\u30ed\u30bb\u30b9\u306e\u5c5e\u4eba\u5316<\/strong>\uff1a\u30d9\u30c6\u30e9\u30f3\u306e\u76ee\u8996\u30c1\u30a7\u30c3\u30af\u306b\u4f9d\u5b58\u3057\u3001\u6697\u9ed9\u77e5\u304c\u5f62\u5f0f\u77e5\u5316\u3055\u308c\u306a\u3044\u3002<\/li>\n<\/ul>\n\n\n\n<p id=\"8124e95f-10bb-41e5-94cb-6cbd7e8a7ad9\">\u3053\u308c\u3089\u306f**\u201c\u9593\u9055\u3048\u3084\u3059\u3055\u304c\u5185\u5728\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u8a2d\u8a08\u201d**\u306e\u554f\u984c\u3067\u3059\u3002AI\u306f\u3001<strong>\u3053\u306e\u5185\u5728\u30ea\u30b9\u30af\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u201c\u518d\u73fe\u53ef\u80fd\u306a\u5b66\u7fd2\u8cc7\u6e90\u201d\u3078\u5909\u63db<\/strong>\u3059\u308b\u3053\u3068\u3067\u3001\u4ee5\u964d\u306e\u5224\u65ad\u3092\u5f37\u304f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"b77b0694-2571-4fab-86fe-5c9303cfb519\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"fd247463-5c5a-47b1-a732-c107b4f50f8d\">2. \u201c\u30df\u30b9\u201d\u306f\u6700\u9ad8\u306e\u6559\u6750\u306b\u306a\u308b \u2014\u2014 \u5b66\u7fd2\u306e\u57fa\u672c\u8a2d\u8a08<\/h2>\n\n\n\n<p id=\"6feade62-a1c9-4b75-9523-580dcdb56fea\">AI\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u306e\u306f\u3001<strong>\u6b63\u89e3\u30c7\u30fc\u30bf\u3060\u3051\u3067\u306a\u304f\u201c\u8aa4\u308a\u2192\u4fee\u6b63\u2192\u7406\u7531\u201d\u306e\u4e09\u70b9\u30bb\u30c3\u30c8<\/strong>\u3067\u3059\u3002<br>\u5b66\u7fd2\u7528\u30ed\u30b0\u306f\u6700\u4f4e\u9650\u3001\u6b21\u306e\u3088\u3046\u306b\u6574\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<pre id=\"ff181e9c-2c5a-4976-9a3c-09d97cedeaa8\" class=\"wp-block-code\"><code>{\n  \"document_id\": \"2025-07-12_\u898b\u7a4d_ABC\u5de5\u696d_\u96fb\u6c17\u5de5\u4e8b\",\n  \"line_item_id\": \"L-034\",\n  \"error_type\": \"unit_mismatch\",\n  \"model_output\": { \"qty\": 1200, \"unit\": \"mm\", \"item\": \"\u30b1\u30fc\u30d6\u30eb\u30c0\u30af\u30c8\" },\n  \"human_fix\":   { \"qty\": 1.2, \"unit\": \"m\",  \"item\": \"\u30b1\u30fc\u30d6\u30eb\u30c0\u30af\u30c8\" },\n  \"reason\": \"\u56f3\u9762\u306fm\u8868\u8a18\u3002\u904e\u53bb\u540c\u578b\u756a\u306f\u5168\u3066m\u3002\u898f\u683c\u8868\u3082m\u306e\u307f\u3002\",\n  \"context\": {\n    \"page\": 3, \"table_col_headers\": &#91;\"\u54c1\u540d\",\"\u898f\u683c\",\"\u6570\u91cf\",\"\u5358\u4f4d\",\"\u5358\u4fa1\"],\n    \"neighbors\": &#91;\"\u30b1\u30fc\u30d6\u30eb\u30c0\u30af\u30c8\u66f2\u304c\u308a\u90e8\u6750\", \"\u7aef\u672b\u51e6\u7406\u6750\"]\n  },\n  \"approved_by\": \"\u7530\u4e2d\",\n  \"approved_at\": \"2025-07-12T10:43:00+09:00\"\n}\n<\/code><\/pre>\n\n\n\n<p>copy<\/p>\n\n\n\n<p id=\"808a8386-3006-44b4-aace-acda5b7b064d\">\u30dd\u30a4\u30f3\u30c8\u306f**\u201c\u4fee\u6b63\u7406\u7531\u201d\u3092\u77ed\u304f\u3066\u3082\u6b8b\u3059<strong>\u3053\u3068\u3002<br>AI\u306f\u3053\u306e\u7406\u7531\u6587\u3092\u30c6\u30ad\u30b9\u30c8\u7279\u5fb4\u3068\u3057\u3066\u5438\u53ce\u3057\u3001<\/strong>\u201c\u3069\u3093\u306a\u72b6\u6cc1\u3067\u3001\u306a\u305c\u305d\u306e\u8a02\u6b63\u304c\u59a5\u5f53\u306a\u306e\u304b\u201d**\u3092\u6587\u8108\u3067\u899a\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"5b2f78b2-e028-478f-b523-5c23a1d6cac3\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"9cd09b5a-341b-4ba1-801b-7803dc089080\">3. \u5178\u578b\u7684\u306a\u201c\u5b66\u7fd2\u5bfe\u8c61\u201d\u3068\u6539\u5584\u30e1\u30ab\u30cb\u30ba\u30e0<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"14faeb0f-106a-4442-9389-c2cd837d43b5\">3-1. \u5358\u4f4d\u30df\u30b9\u30fb\u63db\u7b97\u629c\u3051<\/h3>\n\n\n\n<ul id=\"8a681ada-f97e-4b1b-b1a0-a785353152ff\" class=\"wp-block-list\">\n<li><strong>\u8aa4\u308a\u306e\u30d1\u30bf\u30fc\u30f3<\/strong>\uff1amm \u21c4 m\u3001\u33a1 \u21c4 m\u00b2\u3001\u500b \u21c4 \u672c\u3001kg \u21c4 t\u3002<\/li>\n\n\n\n<li><strong>AI\u306e\u5bfe\u7b56<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u898f\u683c\u6b04\u3084\u54c1\u756a\u898f\u683c\u8868\u304b\u3089<strong>\u5358\u4f4d\u306e\u78ba\u4fe1\u5ea6<\/strong>\u3092\u7b97\u51fa\u3002<\/li>\n\n\n\n<li>\u540c\u4e00\u578b\u756a\u306e<strong>\u904e\u53bb\u63a1\u7528\u5358\u4f4d\u306e\u51fa\u73fe\u983b\u5ea6<\/strong>\u3067\u4e8b\u5f8c\u78ba\u7387\u3092\u66f4\u65b0\u3002<\/li>\n\n\n\n<li>\u671f\u5f85\u30ec\u30f3\u30b8\uff08\u4f8b\uff1a\u96fb\u7dda\u9577 0.5\u2013500m\uff09\u306e<strong>\u7570\u5e38\u5024\u691c\u51fa<\/strong>\u3067\u81ea\u52d5\u30d6\u30ec\u30fc\u30ad\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"d8ca02a6-38c8-481d-9831-b0910b03180f\">3-2. \u6841\u30ba\u30ec\uff08\u00d710 \/ \u00d7100 \/ \u00d71000\uff09<\/h3>\n\n\n\n<ul id=\"4835d965-a4ae-4e1b-a085-73e490348d5e\" class=\"wp-block-list\">\n<li><strong>\u8aa4\u308a\u306e\u30d1\u30bf\u30fc\u30f3<\/strong>\uff1a\u6570\u91cf\u00d710\u3001\u5358\u4fa1\u00d71000\u3001\u5408\u8a08\u306e\u6841\u843d\u3061\u3002<\/li>\n\n\n\n<li><strong>AI\u306e\u5bfe\u7b56<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u540c\u7a2e\u6848\u4ef6\u306e<strong>\u6570\u91cf\u5206\u5e03<\/strong>\u3092\u53c2\u7167\u3057\u3001\u5916\u308c\u5024\u3092\u8b66\u544a\u3002<\/li>\n\n\n\n<li>\u7a0e\u8fbc\u7a0e\u629c\u30fb\u6b69\u639b\u306e\u9069\u7528\u6709\u7121\u3092<strong>\u30eb\u30fc\u30eb+\u78ba\u7387<\/strong>\u3067\u540c\u6642\u5224\u65ad\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"a8788b89-59fa-4d1c-9cd5-26c1bce8a5ca\">3-3. \u985e\u4f3c\u54c1\u756a\u306e\u53d6\u308a\u9055\u3044<\/h3>\n\n\n\n<ul id=\"3671bb3b-dcc2-422d-9ed5-d49d2726ae8d\" class=\"wp-block-list\">\n<li><strong>\u8aa4\u308a\u306e\u30d1\u30bf\u30fc\u30f3<\/strong>\uff1a\u201cAB-100\u201d\u3068\u201cAB-100N\u201d\u306e\u6df7\u540c\u3002<\/li>\n\n\n\n<li><strong>AI\u306e\u5bfe\u7b56<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u30a8\u30f3\u30d9\u30c7\u30a3\u30f3\u30b0<\/strong>\uff08\u54c1\u756a\u30fb\u898f\u683c\u30fb\u7528\u9014\u306e\u610f\u5473\u7279\u5fb4\uff09\u3067\u8ddd\u96e2\u304c\u8fd1\u3044\u5019\u88dc\u3092\u5168\u3066\u63d0\u793a\u3002<\/li>\n\n\n\n<li><strong>\u793e\u5185\u9069\u6b63\u4fa1\u683cDB<\/strong>\u3068<strong>\u5728\u5eab\/\u8cfc\u8cb7\u5c65\u6b74<\/strong>\u3092\u7a81\u5408\u3057\u3001<strong>\u5b9f\u614b\u306b\u5408\u3046\u5019\u88dc\u3092\u512a\u5148<\/strong>\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"b9d85d81-56ff-401d-b59b-dbce0e2944c7\">3-4. \u7a0e\u533a\u5206\u30fb\u5024\u5f15\u30fb\u6b69\u639b\u306e\u9069\u7528\u6f0f\u308c<\/h3>\n\n\n\n<ul id=\"331a97c2-5664-4af6-bcd7-391524a736aa\" class=\"wp-block-list\">\n<li><strong>\u5bfe\u7b56<\/strong>\uff1a\u660e\u7d30\u884c\u2192\u5c0f\u8a08\u2192\u7dcf\u8a08\u3067<strong>\u6574\u5408\u30c1\u30a7\u30c3\u30af<\/strong>\u3001\u904e\u53bb\u6848\u4ef6\u306e<strong>\u5024\u5f15\u7387\u5206\u5e03<\/strong>\u304b\u3089\u9038\u8131\u3092\u691c\u77e5\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"c015867f-c8dd-4648-8673-a911a8a41951\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"90d3e621-2daa-4c6e-ab29-6b44c461238d\">4. \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff1aAI\u304c\u5f37\u304f\u306a\u308b\u201c\u5b66\u7fd2\u30eb\u30fc\u30d7\u201d<\/h2>\n\n\n\n<pre id=\"ad32a2e2-b2e1-4364-bb04-b8d3c7ac5250\" class=\"wp-block-code\"><code>\u5165\u529b\uff08PDF\/Excel\/\u56f3\u9762\uff09 \n    \u2193 \u3014\u6587\u66f8\u89e3\u6790\u30fb\u30ec\u30a4\u30a2\u30a6\u30c8\u62bd\u51fa\uff08AI-OCR\/DI\uff09\u3015\n\u4e0b\u51e6\u7406\uff08\u5358\u4f4d\u6b63\u898f\u5316\u30fb\u6570\u5024\u578b\u5909\u63db\u30fb\u8868\u62bd\u51fa\uff09\n    \u2193\n\u521d\u671f\u63a8\u8ad6\uff08LLM \/ \u30eb\u30fc\u30eb \/ \u904e\u53bbDB\uff09\n    \u2193\n\u30d2\u30c8\u304c\u78ba\u8a8d\uff08\u5dee\u5206\u8868\u793a\u30fb\u6839\u62e0\u8868\u793a\u30fb\u201c\u4e00\u62ec\u88dc\u6b63\u201dUI\uff09\n    \u2193\n\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u4fdd\u5b58\uff08\u8aa4\u308a\u2192\u4fee\u6b63\u2192\u7406\u7531\uff0b\u6587\u8108\uff09\n    \u2193\n\u518d\u5b66\u7fd2\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\u6700\u9069\u5316 \/ \u30eb\u30fc\u30eb\u66f4\u65b0 \/ \u7279\u5fb4\u91cf\u8ffd\u52a0\uff09\n    \u2193\uff08\u7fcc\u6848\u4ef6\u304b\u3089\u53cd\u6620\uff09\n\u5224\u65ad\u7cbe\u5ea6\u306e\u7d99\u7d9a\u5411\u4e0a\n<\/code><\/pre>\n\n\n\n<p>copy<\/p>\n\n\n\n<p id=\"aa4462fb-a512-40ad-868b-2c8eef02d1d8\"><strong>\u9375\u306f\u201c\u5dee\u5206\u306e\u84c4\u7a4d\u201d\u3067\u3059\u3002<br>\u6bce\u56de\u306e\u4fee\u6b63\u304c\u30e2\u30c7\u30eb\u3068\u30eb\u30fc\u30eb\u306e\u53cc\u65b9\u306b\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af<\/strong>\u3055\u308c\u3001<strong>\u7fcc\u65e5\u304b\u3089\u52b9\u304f<\/strong>\u6539\u5584\u304c\u81ea\u52d5\u53cd\u6620\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"3112ad79-6cb6-4e32-b284-01941b138f5f\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"ddea4eed-9203-4b8a-913b-d43a1ff68878\">5. \u6210\u679c\u306e\u6e2c\u308a\u65b9\uff08KPI\u8a2d\u8a08\uff09<\/h2>\n\n\n\n<ul id=\"6f21512d-9911-452d-bb50-5c96415efd16\" class=\"wp-block-list\">\n<li><strong>\u4e00\u6b21\u518d\u73fe\u7387\uff08Top-1\uff09<\/strong>\uff1a\u4eba\u306e\u4fee\u6b63\u306a\u3057\u3067\u78ba\u5b9a\u3057\u305f\u660e\u7d30\u306e\u5272\u5408<\/li>\n\n\n\n<li><strong>\u63d0\u6848\u9069\u5408\u7387\uff08Top-3\uff09<\/strong>\uff1a\u63d0\u793a\u5019\u88dc3\u3064\u4ee5\u5185\u306b\u6b63\u89e3\u304c\u542b\u307e\u308c\u308b\u5272\u5408<\/li>\n\n\n\n<li><strong>MAPE\uff08\u91d1\u984d\u8aa4\u5dee\u7387\uff09<\/strong>\uff1a\u898b\u7a4d\u91d1\u984d\u306e\u5e73\u5747\u767e\u5206\u7387\u8aa4\u5dee<\/li>\n\n\n\n<li><strong>\u691c\u77e5\u30ea\u30b3\u30fc\u30eb\uff08\u7570\u5e38\u691c\u77e5\uff09<\/strong>\uff1a\u91cd\u5927\u30df\u30b9\u3092\u4e8b\u524d\u306b\u6b62\u3081\u3089\u308c\u305f\u5272\u5408<\/li>\n\n\n\n<li><strong>\u627f\u8a8dTAT<\/strong>\uff1a\u898b\u7a4d\u627f\u8a8d\u307e\u3067\u306e\u5e73\u5747\u6240\u8981\u6642\u9593<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p id=\"bada72e6-306e-4324-8a7f-f74be6c7e0c7\">\u4f8b\uff09\u5c0e\u51653\u304b\u6708\uff1aTop-1 62% \u2192 83%\u3001\u627f\u8a8dTAT 2.1\u65e5 \u2192 0.9\u65e5<br>\u203b\u6570\u5024\u306f\u30b5\u30f3\u30d7\u30eb\u3002\u81ea\u793e\u3067\u201c\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u2192\u63a8\u79fb\u201d\u3092\u5fc5\u305a\u53ef\u8996\u5316\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"f0809c2d-8108-41ea-a1c2-cb7f0568b303\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"30e9221d-a161-4435-8714-e7df6ccbd499\">6. \u5b9f\u52d9\u3067\u52b9\u304f\u201c\u7cbe\u5ea6\u5411\u4e0a\u306e\u30b3\u30c4\u201d<\/h2>\n\n\n\n<ol id=\"5d984505-68df-4608-85e6-5bd5daab9249\" class=\"wp-block-list\">\n<li><strong>\u30a8\u30e9\u30fc\u5206\u985e\u3092\u6c7a\u3081\u5207\u308b<\/strong>\uff1aunit_mismatch \/ digit_shift \/ tax_scope \/ sku_confusion \/ subtotal_mismatch \/ others<\/li>\n\n\n\n<li><strong>\u4fee\u6b63\u7406\u7531\u309220\u301c60\u6587\u5b57\u3067\u56fa\u5b9a\u8a18\u8ff0<\/strong>\uff08\u81ea\u7531\u8a18\u8ff0\u3067\u3082\u6587\u578b\u3092\u63c3\u3048\u308b\uff09<\/li>\n\n\n\n<li><strong>\u5358\u4f4d\u30fb\u901a\u8ca8\u30fb\u7a0e\u533a\u5206\u306f\u5148\u306b\u6b63\u898f\u5316<\/strong>\uff08\u5b66\u7fd2\u524d\u306e\u524d\u51e6\u7406\u304c\u52b9\u304f\uff09<\/li>\n\n\n\n<li><strong>\u201c\u78ba\u4fe1\u5ea6\u306e\u4f4e\u3044\u884c\u3060\u3051\u201d\u4eba\u306b\u898b\u305b\u308bUI<\/strong>\u3067\u30ec\u30d3\u30e5\u30fc\u8ca0\u8377\u3092\u6700\u5c0f\u5316<\/li>\n\n\n\n<li><strong>\u5019\u88dc\u8868\u793a\u306f\u6839\u62e0\u3064\u304d<\/strong>\uff08\u904e\u53bb\u6848\u4ef6ID\u30fb\u983b\u5ea6\u30fb\u898f\u683c\u4e00\u81f4\u7387\u306a\u3069\uff09<\/li>\n\n\n\n<li><strong>\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u4fdd\u5b58<\/strong>\uff08\u5f53\u6642\u306eDB\u72b6\u614b\u3092\u51cd\u7d50\uff09\u3067\u5f8c\u304b\u3089\u8ffd\u8de1\u53ef\u80fd\u306b<\/li>\n\n\n\n<li><strong>\u9031\u6b21\u306e\u5c0f\u3055\u306a\u30ea\u30ea\u30fc\u30b9<\/strong>\uff1a\u30d7\u30ed\u30f3\u30d7\u30c8\/\u30eb\u30fc\u30eb\/\u8f9e\u66f8\u3092\u7d99\u7d9a\u6539\u5584<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"7d7d33cb-d497-4b28-a022-c73de719a77e\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"8f66d2ee-b1dc-441e-b01c-c245b5f14bf9\">7. \u30c7\u30fc\u30bf\u9762\uff1a\u6700\u5c0f\u69cb\u6210\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8<\/h2>\n\n\n\n<ul id=\"3389fc83-e208-4dc3-968a-b1fa84d70a7e\" class=\"wp-block-list\">\n<li>\u660e\u7d30\u5358\u4f4d\u306e<strong>\u6b63\u898f\u5316\u8f9e\u66f8<\/strong>\uff08\u5358\u4f4d\u3001\u898f\u683c\u8868\u8a18\u3086\u308c\uff09<\/li>\n\n\n\n<li><strong>\u793e\u5185\u9069\u6b63\u4fa1\u683cDB<\/strong>\uff08\u54c1\u76ee\u00d7\u898f\u683c\u00d7\u6761\u4ef6\u00d7\u671f\u9593\uff09<\/li>\n\n\n\n<li><strong>\u904e\u53bb\u898b\u7a4d\u306e\u63a1\u5426<\/strong>\uff08\u63a1\u7528\/\u4e0d\u63a1\u7528\u30fb\u6700\u7d42\u5951\u7d04\u5358\u4fa1\u30fb\u5dee\u984d\u7406\u7531\uff09<\/li>\n\n\n\n<li><strong>\u5354\u529b\u4f1a\u793e\u5225\u306e\u5f97\u610f\u9818\u57df\u30fb\u5b9f\u52e2\u5358\u4fa1\u30ec\u30f3\u30b8<\/strong><\/li>\n\n\n\n<li><strong>\u539f\u4fa1\u8a08\u7b97\u30eb\u30fc\u30eb<\/strong>\uff08\u6b69\u639b\u3001\u5171\u901a\u4eee\u8a2d\u3001\u73fe\u5834\u6761\u4ef6\u306e\u88dc\u6b63\uff09<\/li>\n\n\n\n<li><strong>\u76e3\u67fb\u7528\u30ed\u30b0<\/strong>\uff08\u96fb\u5e33\u6cd5\u306e\u89b3\u70b9\uff1a\u6539\u5909\u4e0d\u53ef\u30fb\u8ffd\u8de1\u53ef\u80fd\u306a\u5c65\u6b74\uff09<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"109f9047-6d4a-46c8-8bea-6292ebbc0a95\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"94e4cce8-4e8b-4b77-9494-296e3dec55d7\">8. \u3088\u304f\u3042\u308b\u53cd\u8ad6\u3078\u306e\u73fe\u5834\u56de\u7b54<\/h2>\n\n\n\n<ul id=\"bed215d7-129f-434b-96dd-d87f5f01ba01\" class=\"wp-block-list\">\n<li><strong>\u300c\u30df\u30b9\u3092\u6b8b\u3059\u306e\u306f\u6065\u305a\u304b\u3057\u3044\u300d<\/strong><br>\u2192 \u6b8b\u3055\u306a\u3044\u3068<strong>\u4e8c\u5ea6\u3068\u6e1b\u3089\u306a\u3044<\/strong>\u3002\u500b\u4eba\u8a55\u4fa1\u3067\u306f\u306a\u304f<strong>\u30d7\u30ed\u30bb\u30b9\u5b66\u7fd2<\/strong>\u306e\u7d20\u6750\u3002<\/li>\n\n\n\n<li><strong>\u300cAI\u306f\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3067\u6016\u3044\u300d<\/strong><br>\u2192 \u5019\u88dc\u63d0\u793a\u306b**\u6839\u62e0\uff08\u904e\u53bb\u6848\u4ef6\u30fb\u898f\u683c\u4e00\u81f4\u30fb\u78ba\u4fe1\u5ea6\uff09**\u3092\u5fc5\u305a\u6dfb\u3048\u308b\u3002<br>\u2192 **\u201c\u63d0\u6848\u2192\u4eba\u306e\u6700\u7d42\u627f\u8a8d\u201d**\u3067\u30ac\u30d0\u30ca\u30f3\u30b9\u3082\u62c5\u4fdd\u3002<\/li>\n\n\n\n<li><strong>\u300c\u6848\u4ef6\u3054\u3068\u306b\u6761\u4ef6\u304c\u9055\u3044\u3059\u304e\u308b\u300d<\/strong><br>\u2192 \u6761\u4ef6\uff08\u5730\u57df\u30fb\u6642\u671f\u30fb\u73fe\u5834\u5236\u7d04\uff09\u3092<strong>\u7279\u5fb4\u91cf\u3068\u3057\u3066\u4e0e\u3048\u308b<\/strong>\u3002<br>\u2192 \u5b66\u7fd2\u3067\u306f<strong>\u6761\u4ef6\u5225\u306e\u30b5\u30d6\u30e2\u30c7\u30eb\/\u30eb\u30fc\u30eb<\/strong>\u3067\u5206\u5c90\u3055\u305b\u308b\u3068\u7cbe\u5ea6\u304c\u4f38\u3073\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"39ce5d6a-2d33-41cd-9dc9-794d8f9d94d9\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"386e8565-1555-4720-aa51-146f1a7910ab\">9. \u5c0e\u5165\u30b9\u30c6\u30c3\u30d7\uff08\u6700\u77ed\u30eb\u30fc\u30c8\uff09<\/h2>\n\n\n\n<ol id=\"1f996ca4-5a6d-41b4-ab2c-30da24b70a99\" class=\"wp-block-list\">\n<li><strong>3\u304b\u6708\u5206\u306e\u898b\u7a4dPDF\/Excel\u3092\u53ce\u96c6<\/strong>\uff08\u63a1\u7528\/\u4e0d\u63a1\u7528\u3092\u542b\u3080\uff09<\/li>\n\n\n\n<li><strong>10\u7a2e\u306e\u201c\u30df\u30b9\u578b\u201d\u306b\u5206\u985e<\/strong>\u3057\u3001\u4fee\u6b63\u30ed\u30b0\u3092\u4f5c\u6210\uff08\u7406\u7531\u6587\u3064\u304d\uff09<\/li>\n\n\n\n<li><strong>\u5358\u4f4d\u30fb\u898f\u683c\u30fb\u7a0e\u306e\u6b63\u898f\u5316\u8f9e\u66f8<\/strong>\u3092\u5148\u306b\u6574\u3048\u308b<\/li>\n\n\n\n<li><strong>\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3KPI\u3092\u6e2c\u5b9a<\/strong>\uff08Top-1\/Top-3\u3001TAT\uff09<\/li>\n\n\n\n<li><strong>AI\u63a8\u8ad6\uff0b\u4eba\u306e\u627f\u8a8dUI<\/strong>\u3092\u4eee\u904b\u7528\uff08\u78ba\u4fe1\u5ea6\u3057\u304d\u3044\u5024\u3067\u5206\u5c90\uff09<\/li>\n\n\n\n<li><strong>\u9031\u6b21\u30ec\u30d3\u30e5\u30fc\u3067\u8aa4\u308a\u2192\u4fee\u6b63\u2192\u7406\u7531\u3092\u68da\u5378\u3057<\/strong>\u3057\u3001\u8f9e\u66f8\/\u30eb\u30fc\u30eb\u66f4\u65b0<\/li>\n\n\n\n<li><strong>\u6539\u5584KPI\u306e\u63a8\u79fb\u3092\u516c\u958b<\/strong>\u3057\u3001\u73fe\u5834\u306e\u7d0d\u5f97\u611f\u3092\u91b8\u6210<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"1ba19879-4a01-4dc9-a27c-b74d2fc5a308\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"b231648b-d340-420a-9143-6c009e621c37\">10. \u307e\u3068\u3081 \u2015 \u201c\u4eba\u306e\u5224\u65ad\u3092\u518d\u73fe\u3059\u308b\u201d\u3068\u306f<\/h2>\n\n\n\n<p 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