{"id":156818,"date":"2025-10-21T17:31:28","date_gmt":"2025-10-21T10:31:28","guid":{"rendered":"https:\/\/bap-software.net\/?post_type=knowledge&#038;p=156818"},"modified":"2025-11-10T15:40:21","modified_gmt":"2025-11-10T08:40:21","slug":"hyperautomation-digital-transformation","status":"publish","type":"knowledge","link":"https:\/\/bap-software.net\/kr\/knowledge\/hyperautomation-digital-transformation\/","title":{"rendered":"\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158 \u2013 \ub514\uc9c0\ud138 \uc804\ud658\uc744 \uac00\uc18d\ud654\ud558\ub294 \uc804\ub7b5\uc801 \uc131\uc7a5 \ub3d9\ub825"},"content":{"rendered":"<p><\/p>\n<p data-start=\"696\" data-end=\"978\">\ub514\uc9c0\ud138 \uc804\ud658 \uc2dc\ub300\uc5d0\uc11c \uc790\ub3d9\ud654\ub294 \ub354 \uc774\uc0c1 \uc120\ud0dd\uc774 \uc544\ub2d9\ub2c8\ub2e4. \uc774\uc81c \ub2e8\uc21c\ud55c RPA\ub098 \uc6cc\ud06c\ud50c\ub85c \uc790\ub3d9\ud654\ub97c \ub118\uc5b4, <strong data-start=\"754\" data-end=\"783\">\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158(Hyperautomation)<\/strong> \uac1c\ub150\uc774 \ub4f1\uc7a5\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 <strong data-start=\"799\" data-end=\"811\">\uc778\uacf5\uc9c0\ub2a5(AI)<\/strong>, <strong data-start=\"813\" data-end=\"834\">\ub85c\ubcf4\ud2f1 \ud504\ub85c\uc138\uc2a4 \uc790\ub3d9\ud654(RPA)<\/strong>, <strong data-start=\"836\" data-end=\"848\">\uba38\uc2e0\ub7ec\ub2dd(ML)<\/strong> \ub4f1 \ub2e4\uc591\ud55c \ucca8\ub2e8 \uae30\uc220\uc744 \uacb0\ud569\ud55c \ud601\uc2e0\uc801\uc778 \uc9c4\ud654 \ub2e8\uacc4\uc785\ub2c8\ub2e4.<\/p>\n<p data-start=\"696\" data-end=\"978\">\ubcf8 \uae00\uc5d0\uc11c\ub294 \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc758 \uac1c\ub150\uc744 \uba85\ud655\ud788 \uc124\uba85\ud558\uace0, \uadf8 \ud65c\uc6a9 \uac00\ub2a5\uc131\uc744 \ubd84\uc11d\ud558\uba70, \ud2b9\ud788 <strong data-start=\"933\" data-end=\"959\">BAP Software\uc758 \uc2e4\uc81c \uad6c\ud604 \uad00\uc810<\/strong>\uc5d0\uc11c \ub300\ud45c\uc801\uc778 \uc0ac\ub840\ub4e4\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4.<\/p>\n<div id=\"attachment_156845\" style=\"width: 810px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-156845\" class=\"wp-image-156845\" src=\"https:\/\/cdn.bap-software.net\/2025\/10\/21231808\/hyperautomation-1.webp\" alt=\"Hyperautomation l\u00e0 g\u00ec?\" width=\"800\" height=\"640\" \/><p id=\"caption-attachment-156845\" class=\"wp-caption-text\">Hyperautomation l\u00e0 b\u01b0\u1edbc ti\u1ebfn v\u01b0\u1ee3t b\u1eadc c\u1ee7a c\u00f4ng ngh\u1ec7 s\u1ed1. Ngu\u1ed3n: Akabot<\/p><\/div>\n<h2 data-start=\"3156\" data-end=\"3191\"><strong>1. \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158(Hyperautomation)\uc774\ub780?<\/strong><\/h2>\n<h3 data-start=\"3193\" data-end=\"3219\"><strong>1.1. Gartner\uc758 \uacf5\uc2dd \uc815\uc758<\/strong><\/h3>\n<p data-start=\"3220\" data-end=\"3235\">Gartner\uc5d0 \ub530\ub974\uba74,<\/p>\n<blockquote data-start=\"3236\" data-end=\"3355\">\n<p data-start=\"3238\" data-end=\"3355\">\u201c\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc740 \uc778\uacf5\uc9c0\ub2a5(AI), \ub85c\ubcf4\ud2f1 \ud504\ub85c\uc138\uc2a4 \uc790\ub3d9\ud654(RPA), \uba38\uc2e0\ub7ec\ub2dd(ML) \ub4f1\uacfc \uac19\uc740 \ucca8\ub2e8 \uae30\uc220\uc758 \uc870\ud569\uc744 \ud65c\uc6a9\ud558\uc5ec \uae30\uc874 \uc790\ub3d9\ud654\uc758 \ud55c\uacc4\ub97c \ub118\uc5b4 \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4 \uc790\ub3d9\ud654\ub97c \uac15\ud654\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud55c\ub2e4.\u201d<\/p>\n<\/blockquote>\n<p data-start=\"3357\" data-end=\"3492\">\uc989, \ub2e8\uc21c\ud788 \ubc18\ubcf5\uc801\uc778 \uc791\uc5c5\uc744 \ub85c\ubd07\uc73c\ub85c \ucc98\ub9ac\ud558\ub294 \uc218\uc900\uc744 \ub118\uc5b4\uc11c, <strong data-start=\"3392\" data-end=\"3404\">\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158<\/strong>\uc740 <strong data-start=\"3406\" data-end=\"3442\">\ubcf5\uc7a1\ud558\uace0 \ubd80\uc11c \uac04 \uc5f0\uacc4\ub41c \ud504\ub85c\uc138\uc2a4\uae4c\uc9c0 \ud3ec\ud568\ud55c \uc804\uc0ac\uc801 \uc790\ub3d9\ud654<\/strong>\ub97c \ubaa9\ud45c\ub85c \ud558\uba70, \uc2e4\uc2dc\uac04\uc73c\ub85c \uc801\uc751\ud558\uace0 \uc758\uc0ac\uacb0\uc815\uc744 \uc218\ud589\ud560 \uc218 \uc788\ub294 \uc9c0\ub2a5\ud615 \uc2dc\uc2a4\ud15c\uc744 \uc9c0\ud5a5\ud55c\ub2e4.<\/p>\n<h3 data-start=\"3499\" data-end=\"3532\"><strong>1.2. \ube44\uad50: \uc804\ud1b5\uc801 \uc790\ub3d9\ud654 vs \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158<\/strong><\/h3>\n<div class=\"_tableContainer_1rjym_1\">\n<div class=\"group _tableWrapper_1rjym_13 flex w-fit flex-col-reverse\" tabindex=\"-1\">\n<table class=\"w-fit min-w-(--thread-content-width)\" style=\"width: 90.1844%; height: 226px;\" data-start=\"3534\" data-end=\"3982\">\n<thead data-start=\"3534\" data-end=\"3607\">\n<tr style=\"height: 24px;\" data-start=\"3534\" data-end=\"3607\">\n<th style=\"width: 14.6784%; height: 24px;\" data-start=\"3534\" data-end=\"3546\" data-col-size=\"sm\"><strong data-start=\"3536\" data-end=\"3545\">\uad6c\ubd84 \uae30\uc900<\/strong><\/th>\n<th style=\"width: 31.3715%; height: 24px;\" data-start=\"3546\" data-end=\"3573\" data-col-size=\"sm\"><strong data-start=\"3548\" data-end=\"3572\">\uc804\ud1b5\uc801 \uc790\ub3d9\ud654 (Automation)<\/strong><\/th>\n<th style=\"width: 80.7543%; height: 24px;\" data-start=\"3573\" data-end=\"3607\" data-col-size=\"sm\"><strong data-start=\"3575\" data-end=\"3605\">\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158 (Hyperautomation)<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody data-start=\"3700\" data-end=\"3982\">\n<tr style=\"height: 46px;\" data-start=\"3700\" data-end=\"3754\">\n<td style=\"width: 14.6784%; height: 46px;\" data-start=\"3700\" data-end=\"3712\" data-col-size=\"sm\"><strong data-start=\"3702\" data-end=\"3711\">\uc0ac\uc6a9 \uae30\uc220<\/strong><\/td>\n<td style=\"width: 31.3715%; height: 46px;\" data-col-size=\"sm\" data-start=\"3712\" data-end=\"3721\">\uc8fc\ub85c RPA<\/td>\n<td style=\"width: 80.7543%; height: 46px;\" data-col-size=\"sm\" data-start=\"3721\" data-end=\"3754\">RPA + AI + ML + NLP + iPaaS \ub4f1<\/td>\n<\/tr>\n<tr style=\"height: 36px;\" data-start=\"3755\" data-end=\"3811\">\n<td style=\"width: 14.6784%; height: 36px;\" data-start=\"3755\" data-end=\"3767\" data-col-size=\"sm\"><strong data-start=\"3757\" data-end=\"3766\">\uc801\uc6a9 \ubc94\uc704<\/strong><\/td>\n<td style=\"width: 31.3715%; height: 36px;\" data-col-size=\"sm\" data-start=\"3767\" data-end=\"3785\">\ub2e8\uc77c, \uace0\uc815\ub41c \uc5c5\ubb34 \ud504\ub85c\uc138\uc2a4<\/td>\n<td style=\"width: 80.7543%; height: 36px;\" data-col-size=\"sm\" data-start=\"3785\" data-end=\"3811\">\ubd80\uc11c \uac04, \uc2dc\uc2a4\ud15c \uac04 \ud1b5\ud569 \ud504\ub85c\uc138\uc2a4 \uc804\uccb4<\/td>\n<\/tr>\n<tr style=\"height: 40px;\" data-start=\"3812\" data-end=\"3867\">\n<td style=\"width: 14.6784%; height: 40px;\" data-start=\"3812\" data-end=\"3826\" data-col-size=\"sm\"><strong data-start=\"3814\" data-end=\"3825\">\uc758\uc0ac\uacb0\uc815 \ub2a5\ub825<\/strong><\/td>\n<td style=\"width: 31.3715%; height: 40px;\" data-col-size=\"sm\" data-start=\"3826\" data-end=\"3842\">\uc0ac\uc804\uc5d0 \uc815\uc758\ub41c \uaddc\uce59 \uae30\ubc18<\/td>\n<td style=\"width: 80.7543%; height: 40px;\" data-col-size=\"sm\" data-start=\"3842\" data-end=\"3867\">\uc2a4\uc2a4\ub85c \ud559\uc2b5 \ubc0f \uc0c1\ud669\uc5d0 \ub530\ub978 \uc790\ub3d9 \uc870\uc815<\/td>\n<\/tr>\n<tr style=\"height: 37px;\" data-start=\"3868\" data-end=\"3907\">\n<td style=\"width: 14.6784%; height: 37px;\" data-start=\"3868\" data-end=\"3878\" data-col-size=\"sm\"><strong data-start=\"3870\" data-end=\"3877\">\ud655\uc7a5\uc131<\/strong><\/td>\n<td style=\"width: 31.3715%; height: 37px;\" data-col-size=\"sm\" data-start=\"3878\" data-end=\"3884\">\uc81c\ud55c\uc801<\/td>\n<td style=\"width: 80.7543%; height: 37px;\" data-col-size=\"sm\" data-start=\"3884\" data-end=\"3907\">\ub192\uc74c \u2013 \uc790\ub3d9\uc73c\ub85c \ubc94\uc704\ub97c \ud655\uc7a5 \uac00\ub2a5<\/td>\n<\/tr>\n<tr style=\"height: 43px;\" data-start=\"3908\" data-end=\"3982\">\n<td style=\"width: 14.6784%; height: 43px;\" data-start=\"3908\" data-end=\"3917\" data-col-size=\"sm\"><strong data-start=\"3910\" data-end=\"3916\">\uc608\uc2dc<\/strong><\/td>\n<td style=\"width: 31.3715%; height: 43px;\" data-col-size=\"sm\" data-start=\"3917\" data-end=\"3940\">\uc5d1\uc140 \ub370\uc774\ud130\ub97c CRM\uc5d0 \uc785\ub825\ud558\ub294 \ub85c\ubd07<\/td>\n<td style=\"width: 80.7543%; height: 43px;\" data-col-size=\"sm\" data-start=\"3940\" data-end=\"3982\">\uace0\uac1d \ud589\ub3d9\uc744 \ubd84\uc11d\ud558\uc5ec \uac1c\uc778 \ub9de\ucda4\ud615 \ub9c8\ucf00\ud305 \uc804\ub7b5\uc744 \uc790\ub3d9 \uc81c\uc548\ud558\ub294 \uc2dc\uc2a4\ud15c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p data-start=\"3984\" data-end=\"4127\">\uc804\ud1b5\uc801\uc778 \uc790\ub3d9\ud654\uac00 \ubc18\ubcf5 \uc791\uc5c5 \uc81c\uac70\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98\ub2e4\uba74, <strong data-start=\"4014\" data-end=\"4105\">\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc740 \u201c\ub514\uc9c0\ud138 \uc2e0\uacbd\ub9dd(digital nervous system)\u201d\uc744 \uad6c\ucd95\ud558\uc5ec \uae30\uc5c5\uc774 \ubd84\uc11d\u2013\ud589\ub3d9\u2013\uac1c\uc120\uc758 \uc120\uc21c\ud658\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uc218\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0<\/strong>\ud558\uba70, \uc7a5\uae30\uc801\uc778 \uc804\ub7b5\uc801 \uac00\uce58\ub97c \ucc3d\ucd9c\ud55c\ub2e4.<\/p>\n<h3 data-start=\"4134\" data-end=\"4166\"><strong>1.3. \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc744 \uad6c\uc131\ud558\ub294 \ud575\uc2ec \uae30\uc220<\/strong><\/h3>\n<p data-start=\"4167\" data-end=\"4220\">\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc740 \uc5ec\ub7ec \ucca8\ub2e8 \uae30\uc220\uc774 \uc735\ud569\ub418\uc5b4 \uc644\uc804\ud55c \uc790\ub3d9\ud654 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub294 \ud615\ud0dc\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4:<\/p>\n<ul data-start=\"4222\" data-end=\"4754\">\n<li data-start=\"4222\" data-end=\"4306\">\n<p data-start=\"4224\" data-end=\"4306\"><strong data-start=\"4224\" data-end=\"4261\">RPA (Robotic Process Automation):<\/strong> \ubc18\ubcf5\uc801\uc778 \uc5c5\ubb34(\ub370\uc774\ud130 \uc785\ub825, \uc815\ubcf4 \ucd94\ucd9c, \uc2dc\uc2a4\ud15c \uc5c5\ub370\uc774\ud2b8 \ub4f1)\ub97c \uc790\ub3d9 \uc218\ud589.<\/p>\n<\/li>\n<li data-start=\"4307\" data-end=\"4382\">\n<p data-start=\"4309\" data-end=\"4382\"><strong data-start=\"4309\" data-end=\"4342\">AI (Artificial Intelligence):<\/strong> \ubb38\ub9e5 \uc774\ud574, \uc790\uc5f0\uc5b4 \ubc0f \uc774\ubbf8\uc9c0 \ucc98\ub9ac, \ub370\uc774\ud130 \uae30\ubc18 \uc758\uc0ac\uacb0\uc815\uc744 \uc218\ud589.<\/p>\n<\/li>\n<li data-start=\"4383\" data-end=\"4441\">\n<p data-start=\"4385\" data-end=\"4441\"><strong data-start=\"4385\" data-end=\"4411\">ML (Machine Learning):<\/strong> \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uc9c0\uc18d\uc801\uc778 \ud559\uc2b5\uacfc \ucd5c\uc801\ud654\ub97c \uc218\ud589.<\/p>\n<\/li>\n<li data-start=\"4442\" data-end=\"4515\">\n<p data-start=\"4444\" data-end=\"4515\"><strong data-start=\"4444\" data-end=\"4463\">Process Mining:<\/strong> ERP, CRM \ub4f1 \uc2dc\uc2a4\ud15c \ub85c\uadf8 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uc2e4\uc81c \uc5c5\ubb34 \ud504\ub85c\uc138\uc2a4\ub97c \ud0d0\uc0c9 \ubc0f \ucd5c\uc801\ud654.<\/p>\n<\/li>\n<li data-start=\"4516\" data-end=\"4616\">\n<p data-start=\"4518\" data-end=\"4616\"><strong data-start=\"4518\" data-end=\"4564\">iPaaS (Integration Platform as a Service):<\/strong> CRM, ERP, \ucc57\ubd07, \uc774\uba54\uc77c \ub4f1 \ub2e4\uc591\ud55c \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud569\ud558\uc5ec \ud558\ub098\uc758 \uc790\ub3d9\ud654 \ud750\ub984\uc744 \uad6c\ucd95.<\/p>\n<\/li>\n<li data-start=\"4617\" data-end=\"4688\">\n<p data-start=\"4619\" data-end=\"4688\"><strong data-start=\"4619\" data-end=\"4646\">Low-code \/ No-code \ud50c\ub7ab\ud3fc:<\/strong> \ubcf5\uc7a1\ud55c \ucf54\ub529 \uc5c6\uc774 \ube60\ub974\uac8c \uc790\ub3d9\ud654 \uc6cc\ud06c\ud50c\ub85c\ub97c \uad6c\ucd95 \ubc0f \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5 \uac00\ub2a5.<\/p>\n<\/li>\n<li data-start=\"4689\" data-end=\"4754\">\n<p data-start=\"4691\" data-end=\"4754\"><strong data-start=\"4691\" data-end=\"4729\">NLP (Natural Language Processing):<\/strong> \ud14d\uc2a4\ud2b8\ub098 \uc74c\uc131\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\uc640 \uc0c1\ud638\uc791\uc6a9.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4756\" data-end=\"4847\">\uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc758 \uacb0\ud569\uc744 \ud1b5\ud574 \uae30\uc5c5\uc740 <strong data-start=\"4776\" data-end=\"4805\">\ubcf5\uc7a1\ud55c \ud504\ub85c\uc138\uc2a4 \uc804\uccb4\ub97c \ucc98\uc74c\ubd80\ud130 \ub05d\uae4c\uc9c0 \uc790\ub3d9\ud654<\/strong>\ud560 \uc218 \uc788\uc73c\uba70, \uae30\uc874 \uc2dc\uc2a4\ud15c\ubcf4\ub2e4 \ud6e8\uc52c \ud6a8\uc728\uc801\uc774\uace0 \uc9c0\ub2a5\uc801\uc778 \uc6b4\uc601\uc774 \uac00\ub2a5\ud574\uc9c4\ub2e4.<\/p>\n<div id=\"attachment_156846\" style=\"width: 810px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-156846\" class=\"wp-image-156846\" src=\"https:\/\/cdn.bap-software.net\/2025\/10\/21231809\/hyperautomation-2.webp\" alt=\"S\u1ef1 kh\u00e1c nhau gi\u1eefa Hyperautomation v\u00e0 Automation.\" width=\"800\" height=\"640\" \/><p id=\"caption-attachment-156846\" class=\"wp-caption-text\">S\u1ef1 kh\u00e1c nhau gi\u1eefa Hyperautomation v\u00e0 Automation. Ngu\u1ed3n: Paraminfo<\/p><\/div>\n<h2 data-start=\"2944\" data-end=\"3110\"><strong data-start=\"2944\" data-end=\"2973\">2. \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc774 \ud2b8\ub80c\ub4dc\uac00 \ub41c \uc774\uc720<\/strong><\/h2>\n<p data-start=\"2944\" data-end=\"3110\">\ube44\uc988\ub2c8\uc2a4 \ud658\uacbd\uc774 \ube60\ub974\uac8c \ubcc0\ud654\ud558\uace0 \uacbd\uc7c1\uc774 \uce58\uc5f4\ud574\uc9c0\ub294 \uac00\uc6b4\ub370, **\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158(Hyperautomation)**\uc740 \ub354 \uc774\uc0c1 \u201c\uc120\ud0dd \uc0ac\ud56d\u201d\uc774 \uc544\ub2c8\ub77c \uae30\uc5c5\uc774 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uace0 \uacbd\uc7c1 \uc6b0\uc704\ub97c \uc720\uc9c0\ud558\uae30 \uc704\ud55c <strong data-start=\"3089\" data-end=\"3098\">\ud544\uc218 \uc804\ub7b5<\/strong>\uc73c\ub85c \uc790\ub9ac \uc7a1\uc558\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"3117\" data-end=\"3181\"><strong data-start=\"3117\" data-end=\"3147\">2.1. \uc6b4\uc601 \ucd5c\uc801\ud654 \ubc0f \ube44\uc6a9 \uc808\uac10 \uc555\ubc15<\/strong><\/h3>\n<p data-start=\"3117\" data-end=\"3181\">\uc624\ub298\ub0a0 \uae30\uc5c5\ub4e4\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uacfc\uc81c\uc5d0 \uc9c1\uba74\ud574 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul data-start=\"3183\" data-end=\"3272\">\n<li data-start=\"3183\" data-end=\"3209\">\n<p data-start=\"3185\" data-end=\"3209\">\uc81c\ud55c\ub41c \uc790\uc6d0\uc73c\ub85c \ub354 \ub9ce\uc740 \uc131\uacfc\ub97c \ub0b4\uc57c \ud568<\/p>\n<\/li>\n<li data-start=\"3210\" data-end=\"3243\">\n<p data-start=\"3212\" data-end=\"3243\">COVID-19 \uc774\ud6c4 \uc778\ub825 \ubd80\uc871 \uc18d\uc5d0\uc11c\ub3c4 \ud6a8\uc728\uc131 \uc720\uc9c0<\/p>\n<\/li>\n<li data-start=\"3244\" data-end=\"3272\">\n<p data-start=\"3246\" data-end=\"3272\">\ud604\uae08 \ud750\ub984\uc744 \ucd5c\uc801\ud654\ud558\uace0 \ubd88\ud544\uc694\ud55c \ube44\uc6a9 \ucd5c\uc18c\ud654<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3274\" data-end=\"3348\"><strong data-start=\"3274\" data-end=\"3286\">\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158<\/strong>\uc740 \ub2e8\uc21c\ud55c \uc218\uc791\uc5c5 \uc790\ub3d9\ud654\ub97c \ub118\uc5b4, <strong data-start=\"3305\" data-end=\"3335\">\ubd80\uc11c \uac04 \ubcf5\uc7a1\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4 \uc804\uccb4\ub97c \uc790\ub3d9\ud654<\/strong>\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574:<\/p>\n<ul data-start=\"3350\" data-end=\"3433\">\n<li data-start=\"3350\" data-end=\"3372\">\n<p data-start=\"3352\" data-end=\"3372\">\ubc18\ubcf5 \uc5c5\ubb34\uc5d0 \uc18c\uc694\ub418\ub294 \uc778\uac74\ube44 \uc808\uac10<\/p>\n<\/li>\n<li data-start=\"3373\" data-end=\"3402\">\n<p data-start=\"3375\" data-end=\"3402\">\ub2e4\uce35 \ub85c\uc9c1 \ubc0f \uac80\uc99d \uc790\ub3d9\ud654\ub97c \ud1b5\ud55c \uc624\ub958 \ucd5c\uc18c\ud654<\/p>\n<\/li>\n<li data-start=\"3403\" data-end=\"3433\">\n<p data-start=\"3405\" data-end=\"3433\">\uc804\ub7b5\uc801 \uc5c5\ubb34\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\ub3c4\ub85d \uc778\uc801 \uc790\uc6d0 \ud655\ubcf4<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3435\" data-end=\"3511\"><strong data-start=\"3435\" data-end=\"3446\">Gartner<\/strong>\uc5d0 \ub530\ub974\uba74, \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc744 \ub3c4\uc785\ud55c \uc870\uc9c1\uc740 <strong data-start=\"3471\" data-end=\"3502\">2~3\ub144 \ub0b4\uc5d0 \ub0b4\ubd80 \uc6b4\uc601 \ube44\uc6a9\uc744 20~30% \uc808\uac10<\/strong>\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"3518\" data-end=\"3619\"><strong data-start=\"3518\" data-end=\"3554\">2.2. \ubc29\ub300\ud55c \ub370\uc774\ud130\uc640 \ubcf5\uc7a1\ud55c \ud504\ub85c\uc138\uc2a4 \ucc98\ub9ac \ub2a5\ub825<\/strong><\/h3>\n<p data-start=\"3518\" data-end=\"3619\">\ub370\uc774\ud130 \uc911\uc2ec \uc2dc\ub300\uc5d0\uc11c \uae30\uc5c5\ub4e4\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc5d0\uc11c \ud14c\ub77c\ubc14\uc774\ud2b8~\ud398\ud0c0\ubc14\uc774\ud2b8\uae09 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud574\uc57c \ud569\ub2c8\ub2e4:<\/p>\n<ul data-start=\"3621\" data-end=\"3689\">\n<li data-start=\"3621\" data-end=\"3651\">\n<p data-start=\"3623\" data-end=\"3651\">ERP, CRM \uc2dc\uc2a4\ud15c, \uc6f9\uc0ac\uc774\ud2b8, \uc18c\uc15c \ubbf8\ub514\uc5b4<\/p>\n<\/li>\n<li data-start=\"3652\" data-end=\"3673\">\n<p data-start=\"3654\" data-end=\"3673\">IoT \uc13c\uc11c \ubc0f \uc2a4\ub9c8\ud2b8 \ub514\ubc14\uc774\uc2a4<\/p>\n<\/li>\n<li data-start=\"3674\" data-end=\"3689\">\n<p data-start=\"3676\" data-end=\"3689\">\ub2e4\ucc44\ub110 \uace0\uac1d \uc0c1\ud638\uc791\uc6a9<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3691\" data-end=\"3765\"><strong data-start=\"3691\" data-end=\"3703\">\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158<\/strong>\uc740 \ub2e8\uc21c\ud788 \ub370\uc774\ud130\ub97c \ube60\ub974\uac8c \ucc98\ub9ac\ud558\ub294 \uac83\uc744 \ub118\uc5b4, <strong data-start=\"3730\" data-end=\"3748\">\ubd84\uc11d\u2013\ud559\uc2b5\u2013\uc5c5\ubb34\ud750\ub984 \ucd5c\uc801\ud654<\/strong>\ub97c \uc218\ud589\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574:<\/p>\n<ul data-start=\"3767\" data-end=\"3840\">\n<li data-start=\"3767\" data-end=\"3796\">\n<p data-start=\"3769\" data-end=\"3796\">\ud504\ub85c\uc138\uc2a4 \ubcd1\ubaa9(bottleneck) \uc790\ub3d9 \ud0d0\uc9c0<\/p>\n<\/li>\n<li data-start=\"3797\" data-end=\"3816\">\n<p data-start=\"3799\" data-end=\"3816\">\uc2e4\uc2dc\uac04\uc73c\ub85c \uc5c5\ubb34 \ud6a8\uc728 \ucd5c\uc801\ud654<\/p>\n<\/li>\n<li data-start=\"3817\" data-end=\"3840\">\n<p data-start=\"3819\" data-end=\"3840\">\ub370\uc774\ud130 \uae30\ubc18\uc758 \uc9c0\ub2a5\ud615 \uc758\uc0ac\uacb0\uc815 \uc218\ud589<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3842\" data-end=\"3896\">\uadf8 \uacb0\uacfc, \uae30\uc5c5\uc740 <strong data-start=\"3852\" data-end=\"3883\">\ub354 \uc2a4\ub9c8\ud2b8\ud558\uace0 \uc720\uc5f0\ud558\uba70 \ube60\ub974\uac8c \uc801\uc751\ud558\ub294 \uc6b4\uc601 \uccb4\uacc4<\/strong>\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"3903\" data-end=\"3997\"><strong data-start=\"3903\" data-end=\"3935\">2.3. \uace0\uac1d \ubc0f \uc2dc\uc7a5 \uc694\uad6c: \uc18d\ub3c4\uc640 \uac1c\uc778\ud654<\/strong><\/h3>\n<p data-start=\"3903\" data-end=\"3997\">\ud604\ub300 \uace0\uac1d\uc740 \ub290\ub9ac\uace0 \ube44\uac1c\uc778\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \ub354 \uc774\uc0c1 \ubc1b\uc544\ub4e4\uc774\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\uc774 \uace0\uac1d\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud574\uc11c\ub294:<\/p>\n<ul data-start=\"3999\" data-end=\"4051\">\n<li data-start=\"3999\" data-end=\"4010\">\n<p data-start=\"4001\" data-end=\"4010\">\uc989\uac01\uc801\uc778 \ub300\uc751<\/p>\n<\/li>\n<li data-start=\"4011\" data-end=\"4032\">\n<p data-start=\"4013\" data-end=\"4032\">\uc801\uc2dc\uc5d0 \uc815\ud655\ud55c \ub9de\ucda4\ud615 \uc81c\uc548 \uc81c\uacf5<\/p>\n<\/li>\n<li data-start=\"4033\" data-end=\"4051\">\n<p data-start=\"4035\" data-end=\"4051\">\uc624\ub958 \ubc0f \ub300\uae30 \uc2dc\uac04 \ucd5c\uc18c\ud654<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4053\" data-end=\"4095\"><strong data-start=\"4053\" data-end=\"4065\">\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158<\/strong>\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ubc29\uc2dd\uc73c\ub85c \uc774\ub7ec\ud55c \uae30\ub300\ub97c \ucda9\uc871\ud569\ub2c8\ub2e4:<\/p>\n<ul data-start=\"4097\" data-end=\"4200\">\n<li data-start=\"4097\" data-end=\"4128\">\n<p data-start=\"4099\" data-end=\"4128\">\uace0\uac1d \uc694\uccad\uc744 <strong data-start=\"4106\" data-end=\"4126\">24\/7 \uc790\ub3d9 \ubd84\ub958\u00b7\ucc98\ub9ac\u00b7\uc751\ub2f5<\/strong><\/p>\n<\/li>\n<li data-start=\"4129\" data-end=\"4175\">\n<p data-start=\"4131\" data-end=\"4175\">\ud589\ub3d9 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uac1c\uc778\ud654\ub41c \uacbd\ud5d8 \uc81c\uacf5 (\ucd94\ucc9c \uc5d4\uc9c4, \uc774\uba54\uc77c \ub9c8\ucf00\ud305 \ub4f1)<\/p>\n<\/li>\n<li data-start=\"4176\" data-end=\"4200\">\n<p data-start=\"4178\" data-end=\"4200\">\uc694\uccad \uc811\uc218\uc5d0\uc11c \uc2e4\ud589\uae4c\uc9c0\uc758 \uc2dc\uac04\uc744 \ub2e8\ucd95<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4202\" data-end=\"4343\"><strong data-start=\"4202\" data-end=\"4209\">\uc608\uc2dc:<\/strong><\/p>\n<p data-start=\"4202\" data-end=\"4343\">\ud55c \ubcf4\ud5d8\uc0ac\ub294 \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc744 \ud65c\uc6a9\ud574 <strong data-start=\"4233\" data-end=\"4248\">\ubcf4\ud5d8\uae08 \uccad\uad6c \ud504\ub85c\uc138\uc2a4<\/strong>\ub97c \uc790\ub3d9\ud654\ud588\uc2b5\ub2c8\ub2e4. \uace0\uac1d\uc774 \uc190\uc0c1\ub41c \uc0ac\uc9c4\uc774\ub098 \uc601\uc0c1\uc744 \uc5c5\ub85c\ub4dc\ud558\uba74 \uc2dc\uc2a4\ud15c\uc774 \uc790\ub3d9\uc73c\ub85c \uc778\uc2dd\u2013\ud3c9\uac00\u2013\ubcf4\uc0c1\uc548\uc744 \uc81c\uc2dc\ud558\uc5ec, \uba70\uce60\uc774 \uac78\ub9ac\ub358 \uc808\ucc28\ub97c <strong data-start=\"4321\" data-end=\"4334\">\uc218\uc2dc\uac04 \ub0b4\uc5d0 \uc644\ub8cc<\/strong>\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<div id=\"attachment_156847\" style=\"width: 810px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-156847\" class=\"wp-image-156847\" src=\"https:\/\/cdn.bap-software.net\/2025\/10\/21231811\/hyperautomation-3.webp\" alt=\"Nh\u1eefng l\u00fd do Hyperautomation tr\u1edf th\u00e0nh xu h\u01b0\u1edbng.\" width=\"800\" height=\"640\" \/><p id=\"caption-attachment-156847\" class=\"wp-caption-text\">Nh\u1eefng l\u00fd do Hyperautomation tr\u1edf th\u00e0nh xu h\u01b0\u1edbng. Ngu\u1ed3n: Iamgloria<\/p><\/div>\n<h2 data-start=\"2873\" data-end=\"2905\"><strong data-start=\"2881\" data-end=\"2905\">3. \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc758 \ube44\uc988\ub2c8\uc2a4 \uc774\uc810<\/strong><\/h2>\n<p data-start=\"2907\" data-end=\"3080\">\uc804\ud1b5\uc801\uc778 \uc790\ub3d9\ud654\uac00 \uac1c\ubcc4 \uc791\uc5c5\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98\ub2e4\uba74, **\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158(Hyperautomation)**\uc740 <strong data-start=\"2965\" data-end=\"2986\">\uc9c0\ub2a5\uc801\uc774\uace0 \uc720\uc5f0\ud55c \uc790\ub3d9\ud654 \uc0dd\ud0dc\uacc4<\/strong>\ub97c \uad6c\ucd95\ud558\uc5ec \uae30\uc5c5\uc774 **\ub514\uc9c0\ud138 \uc804\ud658(Digital Transformation)**\uc744 \uac00\uc18d\ud654\ud558\uace0, \uc6b4\uc601 \ud6a8\uc728\uc744 \uadf9\ub300\ud654\ud558\uba70, \ubcc0\ud654\ud558\ub294 \uc2dc\uc7a5\uc5d0\uc11c \uacbd\uc7c1\ub825\uc744 \uc720\uc9c0\ud558\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"3082\" data-end=\"3117\"><strong data-start=\"3086\" data-end=\"3117\">3.1. \ud504\ub85c\uc138\uc2a4 \uc18d\ub3c4 \ud5a5\uc0c1 \u2013 \uc778\ub825 \uc758\uc874\ub3c4 \uac10\uc18c<\/strong><\/h3>\n<p data-start=\"3118\" data-end=\"3185\">\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc758 \uac00\uc7a5 \ud070 \uc7a5\uc810 \uc911 \ud558\ub098\ub294 <strong data-start=\"3142\" data-end=\"3167\">\uc5d4\ub4dc\ud22c\uc5d4\ub4dc(End-to-End) \uc790\ub3d9\ud654<\/strong> \uae30\ub2a5\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\uc740:<\/p>\n<ul data-start=\"3187\" data-end=\"3302\">\n<li data-start=\"3187\" data-end=\"3225\">\n<p data-start=\"3189\" data-end=\"3225\">\uc5c5\ubb34 \ucc98\ub9ac \uc2dc\uac04\uc744 <strong data-start=\"3199\" data-end=\"3223\">\uc218\uc2dc\uac04\uc5d0\uc11c \uba87 \ubd84 \ub610\ub294 \uba87 \ucd08\ub85c \ub2e8\ucd95<\/strong><\/p>\n<\/li>\n<li data-start=\"3226\" data-end=\"3261\">\n<p data-start=\"3228\" data-end=\"3261\"><strong data-start=\"3228\" data-end=\"3259\">\uc778\uac04\uc758 \ud734\uac00\ub098 \uc2e4\uc218\ub85c \uc778\ud55c \uc911\ub2e8 \uc5c6\uc774 \uc5f0\uc18d\uc131 \ubcf4\uc7a5<\/strong><\/p>\n<\/li>\n<li data-start=\"3262\" data-end=\"3302\">\n<p data-start=\"3264\" data-end=\"3302\">\uc778\ub825\uc744 \ucd94\uac00\ud558\uc9c0 \uc54a\uace0 <strong data-start=\"3276\" data-end=\"3300\">\uace0\uac1d \ubc0f \ud30c\ud2b8\ub108 \uc694\uccad\uc5d0 \uc2e0\uc18d\ud558\uac8c \ub300\uc751<\/strong><\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3304\" data-end=\"3376\"><em data-start=\"3307\" data-end=\"3312\">\uc608\uc2dc:<\/em> \uae08\uc735 \uc5c5\uacc4\uc5d0\uc11c\ub294 \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc744 \ud1b5\ud574 <strong data-start=\"3335\" data-end=\"3367\">\ub300\ucd9c \uc2b9\uc778\uc774\ub098 \uc2e0\uc6a9\uce74\ub4dc \ubc1c\uae09\uc744 5~10\ubd84 \ub0b4\uc5d0 \ucc98\ub9ac<\/strong>\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"3383\" data-end=\"3413\"><strong data-start=\"3387\" data-end=\"3413\">3.2. \uc815\ud655\ub3c4 \ud5a5\uc0c1 \ubc0f \uc6b4\uc601 \uc624\ub958 \uac10\uc18c<\/strong><\/h3>\n<p data-start=\"3414\" data-end=\"3488\">\ub370\uc774\ud130 \uc785\ub825, \uc2b9\uc778 \ub610\ub294 \uacc4\uc0b0 \uacfc\uc815\uc5d0\uc11c\uc758 \uc791\uc740 \uc624\ub958\ub3c4 \ud070 \uc190\uc2e4\uc744 \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc740 \ub2e4\uc74c\uacfc \uac19\uc774 \uc774\ub97c \ubc29\uc9c0\ud569\ub2c8\ub2e4:<\/p>\n<ul data-start=\"3490\" data-end=\"3586\">\n<li data-start=\"3490\" data-end=\"3517\">\n<p data-start=\"3492\" data-end=\"3517\"><strong data-start=\"3492\" data-end=\"3515\">\ub370\uc774\ud130 \uac80\uc99d \ubc0f \ud655\uc778 \uc808\ucc28\ub97c \uc790\ub3d9\ud654<\/strong><\/p>\n<\/li>\n<li data-start=\"3518\" data-end=\"3550\">\n<p data-start=\"3520\" data-end=\"3550\"><strong data-start=\"3520\" data-end=\"3548\">AI\ub97c \ud1b5\ud574 \uc2e4\uc2dc\uac04 \uc774\uc0c1 \ud0d0\uc9c0 \ubc0f \uacbd\uace0 \uc81c\uacf5<\/strong><\/p>\n<\/li>\n<li data-start=\"3551\" data-end=\"3586\">\n<p data-start=\"3553\" data-end=\"3586\"><strong data-start=\"3553\" data-end=\"3584\">\ub370\uc774\ud130 \uae30\ubc18 \ub17c\ub9ac\uc640 \uba38\uc2e0\ub7ec\ub2dd\uc73c\ub85c \uac10\uc815\uc801 \ud310\ub2e8 \uc81c\uac70<\/strong><\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3588\" data-end=\"3636\">\uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\uc740 <strong data-start=\"3598\" data-end=\"3636\">\uc6b4\uc601 \ub9ac\uc2a4\ud06c\ub97c \ucd5c\uc18c\ud654\ud558\uace0 \uc815\ud655\ub3c4\uc640 \uc2e0\ub8b0\uc131\uc744 \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/strong><\/p>\n<h3 data-start=\"3643\" data-end=\"3670\"><strong data-start=\"3647\" data-end=\"3670\">3.3. \ub514\uc9c0\ud138 \ud504\ub85c\uc138\uc2a4 \ud655\uc7a5 \uc6a9\uc774<\/strong><\/h3>\n<p data-start=\"3671\" data-end=\"3726\">\uae30\uc5c5\uc774 \uc131\uc7a5\ud568\uc5d0 \ub530\ub77c \ud504\ub85c\uc138\uc2a4 \uc218\uc640 \ubcf5\uc7a1\uc131\uc774 \uc99d\uac00\ud569\ub2c8\ub2e4. \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc740 \ub2e4\uc74c\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4:<\/p>\n<ul data-start=\"3728\" data-end=\"3858\">\n<li data-start=\"3728\" data-end=\"3768\">\n<p data-start=\"3730\" data-end=\"3768\">\uc7ac\ubb34, \uc778\uc0ac, \uc6b4\uc601, \ub9c8\ucf00\ud305 \ub4f1 <strong data-start=\"3748\" data-end=\"3766\">\ub2e4\uc591\ud55c \ubd80\uc11c\ub85c \uc790\ub3d9\ud654 \ud655\uc7a5<\/strong><\/p>\n<\/li>\n<li data-start=\"3769\" data-end=\"3807\">\n<p data-start=\"3771\" data-end=\"3807\"><strong data-start=\"3771\" data-end=\"3805\">\uae30\uc874 \uc2dc\uc2a4\ud15c\uc744 \ubcc0\uacbd\ud558\uc9c0 \uc54a\uace0 \uc0c8\ub85c\uc6b4 \ud504\ub85c\uc138\uc2a4 \uc2e0\uc18d \uad6c\ucd95<\/strong><\/p>\n<\/li>\n<li data-start=\"3808\" data-end=\"3858\">\n<p data-start=\"3810\" data-end=\"3858\">ERP, CRM, \ud68c\uacc4 \uc2dc\uc2a4\ud15c, \uc774\uba54\uc77c, \ucc57\ubd07 \ub4f1 <strong data-start=\"3838\" data-end=\"3856\">\uae30\uc874 \ud50c\ub7ab\ud3fc\uacfc \uc720\uc5f0\ud55c \uc5f0\ub3d9<\/strong><\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3860\" data-end=\"3944\">**iPaaS(Integration Platform as a Service)**\ub97c \ud65c\uc6a9\ud558\uba74 \uae30\uc5c5\uc740 <strong data-start=\"3915\" data-end=\"3935\">\uc911\ub2e8 \uc5c6\ub294 \ub514\uc9c0\ud138 \ud655\uc7a5\uc744 \uc2e4\ud604<\/strong>\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"3951\" data-end=\"3980\"><strong data-start=\"3955\" data-end=\"3980\">3.4. \uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \ub300\ud55c \ub300\uc751\ub825 \uac15\ud654<\/strong><\/h3>\n<p data-start=\"3981\" data-end=\"4037\">\uae09\ubcc0\ud558\ub294 \uc2dc\uc7a5\uc5d0\uc11c <strong data-start=\"3991\" data-end=\"4003\">\ubbfc\ucca9\uc131\uacfc \ub300\uc751\ub825<\/strong>\uc740 \uacbd\uc7c1\ub825\uc758 \ud575\uc2ec\uc785\ub2c8\ub2e4. \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc740 \ub2e4\uc74c\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4:<\/p>\n<ul data-start=\"4039\" data-end=\"4133\">\n<li data-start=\"4039\" data-end=\"4071\">\n<p data-start=\"4041\" data-end=\"4071\"><strong data-start=\"4041\" data-end=\"4069\">\uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud1b5\ud55c \ud2b8\ub80c\ub4dc \uc870\uae30 \uac10\uc9c0<\/strong><\/p>\n<\/li>\n<li data-start=\"4072\" data-end=\"4102\">\n<p data-start=\"4074\" data-end=\"4102\"><strong data-start=\"4074\" data-end=\"4100\">\uacf5\uae09\ub9dd \ubb38\uc81c \uc2dc \uc790\ub3d9 \ud504\ub85c\uc138\uc2a4 \uc870\uc815 \uae30\ub2a5<\/strong><\/p>\n<\/li>\n<li data-start=\"4103\" data-end=\"4133\">\n<p data-start=\"4105\" data-end=\"4133\"><strong data-start=\"4105\" data-end=\"4131\">AI \uae30\ubc18 \uc758\uc0ac\uacb0\uc815\uc73c\ub85c \uc2e0\uc18d\ud55c \uc804\ub7b5 \uc804\ud658<\/strong><\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4135\" data-end=\"4188\">\uacb0\uacfc\uc801\uc73c\ub85c \uae30\uc5c5\uc740 <strong data-start=\"4145\" data-end=\"4179\">\uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \ubbfc\ucca9\ud558\uac8c \ub300\uc751\ud558\uace0 \uc9c0\uc18d \uac00\ub2a5\ud55c \uc131\uc7a5\uc744 \uc720\uc9c0<\/strong>\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<div id=\"attachment_156850\" style=\"width: 810px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-156850\" class=\"wp-image-156850\" src=\"https:\/\/cdn.bap-software.net\/2025\/10\/21231816\/hyperautomation-6.webp\" alt=\"C\u00e1c b\u01b0\u1edbc tri\u1ec3n khai Hyperautomation cho doanh nghi\u1ec7p. \" width=\"800\" height=\"640\" \/><p id=\"caption-attachment-156850\" class=\"wp-caption-text\">C\u00e1c b\u01b0\u1edbc tri\u1ec3n khai Hyperautomation cho doanh nghi\u1ec7p. Ngu\u1ed3n: Licdn<\/p><\/div>\n<h2 data-start=\"3343\" data-end=\"3377\"><strong data-start=\"3351\" data-end=\"3377\">4. \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158 \ud6a8\uacfc\uc801\uc778 \uad6c\ud604 \uc808\ucc28<\/strong><\/h2>\n<p data-start=\"3379\" data-end=\"3550\">**\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158(Hyperautomation)**\uc740 \ub2e8\uc21c\ud788 \uae30\uc874 \ud504\ub85c\uc138\uc2a4\uc5d0 \uae30\uc220\uc744 \ucd94\uac00\ud558\ub294 \uac83\uc774 \uc544\ub2d9\ub2c8\ub2e4. \uc131\uacf5\uc801\uc778 \ub3c4\uc785\uc744 \uc704\ud574\uc11c\ub294 <strong data-start=\"3455\" data-end=\"3483\">\uc5c5\ubb34 \uc774\ud574 \u2192 \uae30\uc220 \uc120\ud0dd \u2192 \uc9c0\uc18d\uc801\uc778 \ucd5c\uc801\ud654<\/strong>\uc5d0 \uc774\ub974\ub294 <strong data-start=\"3489\" data-end=\"3503\">\uccb4\uacc4\uc801\uc778 \uc811\uadfc \ubc29\uc2dd<\/strong>\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 <strong data-start=\"3518\" data-end=\"3546\">\ud6a8\uacfc\uc801\uc778 \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158 \uad6c\ucd95\uc744 \uc704\ud55c 4\ub2e8\uacc4<\/strong>\uc785\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"3557\" data-end=\"3606\"><strong data-start=\"3561\" data-end=\"3606\">1\ub2e8\uacc4: \ud504\ub85c\uc138\uc2a4 \ubd84\uc11d (Process Discovery \/ Mining)<\/strong><\/h3>\n<p data-start=\"3608\" data-end=\"3654\">\uc790\ub3d9\ud654\ub97c \uc2dc\uc791\ud558\uae30 \uc804\uc5d0, \ud604\uc7ac \ud504\ub85c\uc138\uc2a4\uac00 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub294\uc9c0 \uba85\ud655\ud788 \uc774\ud574\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<ul data-start=\"3656\" data-end=\"3830\">\n<li data-start=\"3656\" data-end=\"3719\">\n<p data-start=\"3658\" data-end=\"3719\"><strong data-start=\"3658\" data-end=\"3680\">Process Discovery:<\/strong> \uc9c1\uc6d0, \uc6b4\uc601 \ubb38\uc11c, \uc2dc\uc2a4\ud15c \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uc2e4\uc81c \uc5c5\ubb34 \ud750\ub984\uc744 \ud30c\uc545.<\/p>\n<\/li>\n<li data-start=\"3720\" data-end=\"3830\">\n<p data-start=\"3722\" data-end=\"3830\"><strong data-start=\"3722\" data-end=\"3741\">Process Mining:<\/strong> <strong data-start=\"3742\" data-end=\"3753\">Celonis<\/strong>, <strong data-start=\"3755\" data-end=\"3780\">UiPath Process Mining<\/strong> \ub4f1\uc758 \ud234\uc744 \uc0ac\uc6a9\ud574 \ub85c\uadf8 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 <strong data-start=\"3804\" data-end=\"3823\">\ubcd1\ubaa9\ud604\uc0c1, \uc624\ub958, \ubc18\ubcf5 \uc791\uc5c5<\/strong>\uc744 \uc2dd\ubcc4.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3832\" data-end=\"3899\"><strong data-start=\"3835\" data-end=\"3842\">\ubaa9\ud45c:<\/strong> \ubc18\ubcf5\uc801\uc774\uace0 \uc2dc\uac04\uc774 \ub9ce\uc774 \uc18c\uc694\ub418\uba70 \uc624\ub958 \ubc1c\uc0dd \uac00\ub2a5\uc131\uc774 \ub192\uc740 \ud504\ub85c\uc138\uc2a4\ub97c \ucc3e\uc544 \uc790\ub3d9\ud654 \uac00\ub2a5\uc131\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"3906\" data-end=\"3933\"><strong data-start=\"3910\" data-end=\"3933\">2\ub2e8\uacc4: \uc790\ub3d9\ud654 \ub300\uc0c1 \uc6b0\uc120\uc21c\uc704 \uc124\uc815<\/strong><\/h3>\n<p data-start=\"3935\" data-end=\"3992\">\ubaa8\ub4e0 \ud504\ub85c\uc138\uc2a4\ub97c \ud55c \ubc88\uc5d0 \uc790\ub3d9\ud654\ud560 \ud544\uc694\ub294 \uc5c6\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\uc740 \ub2e4\uc74c \uae30\uc900\uc5d0 \ub530\ub77c \uc6b0\uc120\uc21c\uc704\ub97c \uc815\ud574\uc57c \ud569\ub2c8\ub2e4:<\/p>\n<ul data-start=\"3994\" data-end=\"4115\">\n<li data-start=\"3994\" data-end=\"4043\">\n<p data-start=\"3996\" data-end=\"4043\"><strong data-start=\"3996\" data-end=\"4014\">\uc0ac\uc6a9 \ube48\ub3c4\uac00 \ub192\uc740 \ud504\ub85c\uc138\uc2a4<\/strong> \u2192 \uc608: \uc1a1\uc7a5 \ucc98\ub9ac, \ub370\uc774\ud130 \uc785\ub825, \uc8fc\ubb38 \uc2b9\uc778.<\/p>\n<\/li>\n<li data-start=\"4044\" data-end=\"4070\">\n<p data-start=\"4046\" data-end=\"4070\"><strong data-start=\"4046\" data-end=\"4068\">\uc131\uacfc\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \ud504\ub85c\uc138\uc2a4<\/strong><\/p>\n<\/li>\n<li data-start=\"4071\" data-end=\"4115\">\n<p data-start=\"4073\" data-end=\"4115\"><strong data-start=\"4073\" data-end=\"4090\">\uc790\ub3d9\ud654\uac00 \uc6a9\uc774\ud55c \ud504\ub85c\uc138\uc2a4<\/strong> \u2192 \ubcc0\ub3d9\uc131\uc774 \ub0ae\uc740 \ud504\ub85c\uc138\uc2a4\ub85c \uc2dc\ubc94 \uc801\uc6a9.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4117\" data-end=\"4181\">\uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \ubd88\ud544\uc694\ud55c \uae30\uc220 \ud22c\uc790(\uacfc\uc789\uc9c0\ucd9c)\ub97c \ubc29\uc9c0\ud558\uace0 <strong data-start=\"4149\" data-end=\"4168\">ROI\uac00 \ub192\uc740 \ud575\uc2ec \ud504\ub85c\uc138\uc2a4<\/strong>\uc5d0 \uc9d1\uc911\ud558\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"4188\" data-end=\"4232\"><strong data-start=\"4192\" data-end=\"4232\">3\ub2e8\uacc4: \uae30\uc220 \ud1b5\ud569 (RPA, AI, OCR, Chatbot \ub4f1)<\/strong><\/h3>\n<p data-start=\"4234\" data-end=\"4289\">\uc774 \ub2e8\uacc4\ub294 \ubcf8\uaca9\uc801\uc778 <strong data-start=\"4245\" data-end=\"4262\">\uc790\ub3d9\ud654 \uc2dc\uc2a4\ud15c \uad6c\ucd95 \ub2e8\uacc4<\/strong>\ub85c, \ub2e4\uc591\ud55c \uae30\uc220\uc744 \uc120\ud0dd \ubc0f \uacb0\ud569\ud558\uc5ec \ud1b5\ud569\ud569\ub2c8\ub2e4.<\/p>\n<ul data-start=\"4291\" data-end=\"4607\">\n<li data-start=\"4291\" data-end=\"4403\">\n<p data-start=\"4293\" data-end=\"4403\"><strong data-start=\"4293\" data-end=\"4330\">RPA (Robotic Process Automation):<\/strong> <strong data-start=\"4331\" data-end=\"4341\">UiPath<\/strong>, <strong data-start=\"4343\" data-end=\"4366\">Automation Anywhere<\/strong>, <strong data-start=\"4368\" data-end=\"4386\">Power Automate<\/strong> \ub4f1\uc73c\ub85c \ubc18\ubcf5 \uc5c5\ubb34 \uc790\ub3d9\ud654.<\/p>\n<\/li>\n<li data-start=\"4404\" data-end=\"4444\">\n<p data-start=\"4406\" data-end=\"4444\"><strong data-start=\"4406\" data-end=\"4416\">AI\/ML:<\/strong> \ub370\uc774\ud130 \ubd84\uc11d, \uc608\uce21, \uc758\uc0ac\uacb0\uc815 \uc790\ub3d9\ud654\uc5d0 \ud65c\uc6a9.<\/p>\n<\/li>\n<li data-start=\"4445\" data-end=\"4515\">\n<p data-start=\"4447\" data-end=\"4515\"><strong data-start=\"4447\" data-end=\"4487\">OCR (Optical Character Recognition):<\/strong> \ubb38\uc11c, \uc1a1\uc7a5, \uc591\uc2dd\uc5d0\uc11c \ub370\uc774\ud130 \uc778\uc2dd \ubc0f \ucd94\ucd9c.<\/p>\n<\/li>\n<li data-start=\"4516\" data-end=\"4567\">\n<p data-start=\"4518\" data-end=\"4567\"><strong data-start=\"4518\" data-end=\"4541\">Chatbot \/ AI Agent:<\/strong> \uace0\uac1d \ubc0f \uc9c1\uc6d0\uacfc\uc758 \ub300\ud654\ub97c \ud1b5\ud574 \uc5c5\ubb34 \ucc98\ub9ac.<\/p>\n<\/li>\n<li data-start=\"4568\" data-end=\"4607\">\n<p data-start=\"4570\" data-end=\"4607\"><strong data-start=\"4570\" data-end=\"4580\">iPaaS:<\/strong> \uc2dc\uc2a4\ud15c \uac04 \ube60\ub978 \uc5f0\ub3d9\uacfc \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uc9c0\uc6d0.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4609\" data-end=\"4654\">\uc804\ubb38 \uae30\uc220\ud300\uc774 \ud544\uc694\ud558\uba70, <strong data-start=\"4623\" data-end=\"4638\">\uc548\uc815\uc131\u00b7\ubcf4\uc548\uc131\u00b7\ud655\uc7a5\uc131<\/strong>\uc744 \ud655\ubcf4\ud558\ub294 \uac83\uc774 \ud575\uc2ec\uc785\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"4661\" data-end=\"4689\"><strong data-start=\"4665\" data-end=\"4689\">4\ub2e8\uacc4: \uc131\uacfc \uce21\uc815, \ucd5c\uc801\ud654 \ubc0f \ud655\uc7a5<\/strong><\/h3>\n<p data-start=\"4691\" data-end=\"4737\">\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc740 \u2018\uc791\ub3d9\ud558\ub294 \uac83\u2019\uc5d0\uc11c \ub05d\ub098\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc774 \ud544\uc218\uc785\ub2c8\ub2e4.<\/p>\n<ul data-start=\"4739\" data-end=\"4871\">\n<li data-start=\"4739\" data-end=\"4784\">\n<p data-start=\"4741\" data-end=\"4784\"><strong data-start=\"4741\" data-end=\"4751\">\uc131\uacfc \uce21\uc815:<\/strong> \ucc98\ub9ac \uc2dc\uac04, \uc624\ub958\uc728 \uac10\uc18c, \uc0ac\uc6a9\uc790 \ub9cc\uc871\ub3c4, ROI \ub4f1.<\/p>\n<\/li>\n<li data-start=\"4785\" data-end=\"4823\">\n<p data-start=\"4787\" data-end=\"4823\"><strong data-start=\"4787\" data-end=\"4800\">\ud504\ub85c\uc138\uc2a4 \ucd5c\uc801\ud654:<\/strong> \ubd88\ud544\uc694\ud55c \ub2e8\uacc4\ub97c \uc81c\uac70\ud558\uace0 UX \uac1c\uc120.<\/p>\n<\/li>\n<li data-start=\"4824\" data-end=\"4871\">\n<p data-start=\"4826\" data-end=\"4871\"><strong data-start=\"4826\" data-end=\"4833\">\ud655\uc7a5:<\/strong> \uc778\uc0ac, \uc7ac\ubb34, \ubb3c\ub958, \uace0\uac1d \uc11c\ube44\uc2a4 \ub4f1 \ub2e4\ub978 \ubd80\uc11c\ub85c \uc790\ub3d9\ud654 \ud655\ub300.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4873\" data-end=\"4972\">\ub610\ud55c, \uae30\uc5c5\uc740 <strong data-start=\"4881\" data-end=\"4900\">\uc9c0\uc18d\uc801 \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158 \uc804\ub7b5<\/strong>\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud574 <strong data-start=\"4912\" data-end=\"4925\">AI \ubaa8\ub378 \uc7ac\ud6c8\ub828<\/strong>, <strong data-start=\"4927\" data-end=\"4939\">API \uc5c5\ub370\uc774\ud2b8<\/strong>, <strong data-start=\"4941\" data-end=\"4961\">\uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \ub530\ub978 \uc2e4\uc2dc\uac04 \ub300\uc751<\/strong>\uc744 \uc218\ud589\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<div id=\"attachment_156850\" style=\"width: 1010px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-156850\" class=\"wp-image-156850 size-full\" src=\"https:\/\/cdn.bap-software.net\/2025\/10\/21231816\/hyperautomation-6.webp\" alt=\"C\u00e1c b\u01b0\u1edbc tri\u1ec3n khai Hyperautomation cho doanh nghi\u1ec7p. \" width=\"1000\" height=\"800\" \/><p id=\"caption-attachment-156850\" class=\"wp-caption-text\">C\u00e1c b\u01b0\u1edbc tri\u1ec3n khai Hyperautomation cho doanh nghi\u1ec7p. Ngu\u1ed3n: Licdn<\/p><\/div>\n<h2 data-start=\"3112\" data-end=\"3148\"><strong data-start=\"3120\" data-end=\"3148\">5. \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc5d0\uc11c \uc0ac\uc6a9\ub418\ub294 \uc8fc\uc694 \uae30\uc220<\/strong><\/h2>\n<p data-start=\"3150\" data-end=\"3236\">\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc740 \ub2e8\uc77c \uae30\uc220\uc774 \uc544\ub2cc, \ub2e4\uc591\ud55c \uc790\ub3d9\ud654 \ub3c4\uad6c\u00b7\uc778\uacf5\uc9c0\ub2a5\u00b7\ud1b5\ud569 \ud50c\ub7ab\ud3fc\uc744 \uc9c0\ub2a5\uc801\uc73c\ub85c \uacb0\ud569\ud55c \uac1c\ub150\uc785\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc8fc\uc694\ud558\uac8c \ud65c\uc6a9\ub418\ub294 \ud575\uc2ec \uae30\uc220\ub4e4\uc785\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"3238\" data-end=\"3282\">5.1. RPA \ub3c4\uad6c (Robotic Process Automation)<\/h3>\n<p data-start=\"3283\" data-end=\"3350\">RPA\ub294 \ubaa8\ub4e0 \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158 \uc2dc\uc2a4\ud15c\uc758 \uae30\ubc18 \uae30\uc220\ub85c, \uc0ac\ub78c\uc774 \uc218\ud589\ud558\ub294 \ubc18\ubcf5 \uc791\uc5c5\uc744 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc0c1\uc5d0\uc11c \uc790\ub3d9\uc73c\ub85c \ucc98\ub9ac\ud569\ub2c8\ub2e4.<\/p>\n<p data-start=\"3352\" data-end=\"3364\"><strong data-start=\"3352\" data-end=\"3362\">\uc8fc\uc694 \ub3c4\uad6c:<\/strong><\/p>\n<ul data-start=\"3365\" data-end=\"3552\">\n<li data-start=\"3365\" data-end=\"3413\">\n<p data-start=\"3367\" data-end=\"3413\"><strong data-start=\"3367\" data-end=\"3378\">UiPath:<\/strong> \uc124\uacc4\ubd80\ud130 \ubc30\ud3ec, \uad00\ub9ac\uae4c\uc9c0 \uc9c0\uc6d0\ud558\ub294 \ub300\ud45c\uc801\uc778 RPA \ud50c\ub7ab\ud3fc.<\/p>\n<\/li>\n<li data-start=\"3414\" data-end=\"3462\">\n<p data-start=\"3416\" data-end=\"3462\"><strong data-start=\"3416\" data-end=\"3440\">Automation Anywhere:<\/strong> AI \ubd84\uc11d\uacfc \ubcf5\uc7a1\ud55c \uc790\ub3d9\ud654\ub97c \uc9c0\uc6d0.<\/p>\n<\/li>\n<li data-start=\"3463\" data-end=\"3552\">\n<p data-start=\"3465\" data-end=\"3552\"><strong data-start=\"3465\" data-end=\"3494\">Microsoft Power Automate:<\/strong> Microsoft \uc0dd\ud0dc\uacc4(Outlook, SharePoint, Teams \ub4f1)\uc640 \uc190\uc27d\uac8c \ud1b5\ud569 \uac00\ub2a5.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3554\" data-end=\"3602\"><strong data-start=\"3554\" data-end=\"3564\">\ud65c\uc6a9 \uc0ac\ub840:<\/strong> \uc774\uba54\uc77c \ucc98\ub9ac, \ub370\uc774\ud130 \uc785\ub825, \uc2b9\uc778 \uc808\ucc28, \uc2dc\uc2a4\ud15c \ub3d9\uae30\ud654 \uc790\ub3d9\ud654 \ub4f1.<\/p>\n<h3 data-start=\"3609\" data-end=\"3637\">5.2. AI\/ML (\uc778\uacf5\uc9c0\ub2a5 \ubc0f \uba38\uc2e0\ub7ec\ub2dd)<\/h3>\n<p data-start=\"3638\" data-end=\"3697\">\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc740 \ub2e8\uc21c\ud55c \uc790\ub3d9\ud654 \ub2e8\uacc4\ub97c \ub118\uc5b4, AI\/ML\uc744 \ud1b5\ud574 <strong data-start=\"3674\" data-end=\"3686\">\uc9c0\ub2a5\ud615 \uc758\uc0ac\uacb0\uc815<\/strong>\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<p data-start=\"3699\" data-end=\"3712\"><strong data-start=\"3699\" data-end=\"3710\">\ub300\ud45c \ud50c\ub7ab\ud3fc:<\/strong><\/p>\n<ul data-start=\"3713\" data-end=\"3887\">\n<li data-start=\"3713\" data-end=\"3766\">\n<p data-start=\"3715\" data-end=\"3766\"><strong data-start=\"3715\" data-end=\"3742\">Azure Machine Learning:<\/strong> \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc744 \uc190\uc27d\uac8c \uc0dd\uc131 \ubc0f \ubc30\ud3ec.<\/p>\n<\/li>\n<li data-start=\"3767\" data-end=\"3816\">\n<p data-start=\"3769\" data-end=\"3816\"><strong data-start=\"3769\" data-end=\"3787\">Google AutoML:<\/strong> \ucf54\ub529 \uc9c0\uc2dd\uc774 \uac70\uc758 \uc5c6\uc5b4\ub3c4 AI \ubaa8\ub378 \ud559\uc2b5 \uac00\ub2a5.<\/p>\n<\/li>\n<li data-start=\"3817\" data-end=\"3887\">\n<p data-start=\"3819\" data-end=\"3887\"><strong data-start=\"3819\" data-end=\"3851\">OpenAI API (GPT-4, Whisper):<\/strong> \ud14d\uc2a4\ud2b8 \uc0dd\uc131, \uc758\ubbf8 \ubd84\uc11d, \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uae30\ub2a5 \uc81c\uacf5.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3889\" data-end=\"3930\"><strong data-start=\"3889\" data-end=\"3896\">\ud65c\uc6a9:<\/strong> \uc218\uc694 \uc608\uce21, \uc790\ub3d9 \ubcf4\uace0\uc11c \uc0dd\uc131, \uac10\uc815 \ubd84\uc11d, \uc0c1\ud488 \ucd94\ucc9c \ub4f1.<\/p>\n<h3 data-start=\"3937\" data-end=\"3957\">5.3. \ud504\ub85c\uc138\uc2a4 \ub9c8\uc774\ub2dd \ub3c4\uad6c<\/h3>\n<p data-start=\"3958\" data-end=\"4013\">\uc2dc\uc2a4\ud15c \ub85c\uadf8 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uc2e4\uc81c \uc5c5\ubb34 \ud750\ub984\uc744 \uc2dc\uac01\ud654\ud558\uace0 \ubcd1\ubaa9 \ud604\uc0c1\uc774\ub098 \ube44\ud6a8\uc728 \uad6c\uac04\uc744 \ucc3e\uc544\ub0c5\ub2c8\ub2e4.<\/p>\n<p data-start=\"4015\" data-end=\"4027\"><strong data-start=\"4015\" data-end=\"4025\">\ub300\ud45c \ub3c4\uad6c:<\/strong><\/p>\n<ul data-start=\"4028\" data-end=\"4126\">\n<li data-start=\"4028\" data-end=\"4066\">\n<p data-start=\"4030\" data-end=\"4066\"><strong data-start=\"4030\" data-end=\"4042\">Celonis:<\/strong> AI \uae30\ubc18 \ud504\ub85c\uc138\uc2a4 \ucd5c\uc801\ud654 \uc81c\uc548 \uae30\ub2a5.<\/p>\n<\/li>\n<li data-start=\"4067\" data-end=\"4126\">\n<p data-start=\"4069\" data-end=\"4126\"><strong data-start=\"4069\" data-end=\"4092\">IBM Process Mining:<\/strong> ERP, CRM \ub4f1 \ub300\uaddc\ubaa8 \uc2dc\uc2a4\ud15c\uacfc\uc758 \uac15\ub825\ud55c \ud1b5\ud569 \uc9c0\uc6d0.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4128\" data-end=\"4158\"><strong data-start=\"4128\" data-end=\"4135\">\ud65c\uc6a9:<\/strong> \ud504\ub85c\uc138\uc2a4 \ud0d0\uc0c9 \ubc0f \uc790\ub3d9\ud654 \uc6b0\uc120\uc21c\uc704 \uc120\uc815.<\/p>\n<h3 data-start=\"4165\" data-end=\"4188\">5.4. \ub85c\uc6b0\ucf54\ub4dc \/ \ub178\ucf54\ub4dc \ud50c\ub7ab\ud3fc<\/h3>\n<p data-start=\"4189\" data-end=\"4232\">\ubcf5\uc7a1\ud55c \ucf54\ub529 \uc5c6\uc774 \uc2dc\uac01\uc801\uc73c\ub85c \uc790\ub3d9\ud654 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uc124\uacc4\ud558\uace0 \ud655\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p data-start=\"4234\" data-end=\"4246\"><strong data-start=\"4234\" data-end=\"4244\">\ub300\ud45c \ub3c4\uad6c:<\/strong><\/p>\n<ul data-start=\"4247\" data-end=\"4375\">\n<li data-start=\"4247\" data-end=\"4295\">\n<p data-start=\"4249\" data-end=\"4295\"><strong data-start=\"4249\" data-end=\"4272\">Mendix, OutSystems:<\/strong> \ube60\ub974\uac8c \uc790\ub3d9\ud654 \uc571\uacfc \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uac1c\ubc1c.<\/p>\n<\/li>\n<li data-start=\"4296\" data-end=\"4375\">\n<p data-start=\"4298\" data-end=\"4375\"><strong data-start=\"4298\" data-end=\"4327\">Microsoft Power Platform:<\/strong> Power Apps + Power Automate\ub85c \uc571, \ucc57\ubd07, \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uc0dd\uc131.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4377\" data-end=\"4414\"><strong data-start=\"4377\" data-end=\"4384\">\ud65c\uc6a9:<\/strong> \ub0b4\ubd80 \uacb0\uc7ac \ud504\ub85c\uc138\uc2a4 \uc790\ub3d9\ud654, \ud589\uc815 \uc5c5\ubb34 \ub514\uc9c0\ud138\ud654 \ub4f1.<\/p>\n<h3 data-start=\"4421\" data-end=\"4451\">5.5. \ubcf4\uc870 \uae30\uc220: \ucc57\ubd07, OCR, NLP \ub4f1<\/h3>\n<ul data-start=\"4452\" data-end=\"4628\">\n<li data-start=\"4452\" data-end=\"4548\">\n<p data-start=\"4454\" data-end=\"4548\"><strong data-start=\"4454\" data-end=\"4477\">Chatbot \/ AI Agent:<\/strong> \uc0ac\uc6a9\uc790\uc640 \ub300\ud654\ud558\uba70 \uc815\ubcf4 \uc218\uc9d1, \ubb38\uc758 \uc751\ub2f5, \uc790\ub3d9\ud654\ub41c \uc808\ucc28 \uc218\ud589 (OpenAI GPT, Dialogflow, Rasa \ub4f1).<\/p>\n<\/li>\n<li data-start=\"4549\" data-end=\"4583\">\n<p data-start=\"4551\" data-end=\"4583\"><strong data-start=\"4551\" data-end=\"4559\">OCR:<\/strong> \uc2a4\uce94\ub41c \ubb38\uc11c\ub098 \uc601\uc218\uc99d\uc5d0\uc11c \ub370\uc774\ud130 \ucd94\ucd9c.<\/p>\n<\/li>\n<li data-start=\"4584\" data-end=\"4628\">\n<p data-start=\"4586\" data-end=\"4628\"><strong data-start=\"4586\" data-end=\"4594\">NLP:<\/strong> \uc778\uac04 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud558\uc5ec \ud14d\uc2a4\ud2b8\u00b7\ub300\ud654 \uc790\ub3d9\ud654 \uc9c0\uc6d0.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4630\" data-end=\"4671\"><strong data-start=\"4630\" data-end=\"4640\">\ud65c\uc6a9 \uc608\uc2dc:<\/strong> \uace0\uac1d \uc694\uccad \uc790\ub3d9 \ucc98\ub9ac, \ubb38\uc11c \ubd84\uc11d, \uace0\uac1d \ud53c\ub4dc\ubc31 \ubd84\ub958.<\/p>\n<div id=\"attachment_156849\" style=\"width: 810px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-156849\" class=\"wp-image-156849\" src=\"https:\/\/cdn.bap-software.net\/2025\/10\/21231815\/hyperautomation-5.webp\" alt=\"C\u00e1c c\u00f4ng c\u1ee5 th\u01b0\u1eddng d\u00f9ng trong Hyperautomation.\" width=\"800\" height=\"640\" \/><p id=\"caption-attachment-156849\" class=\"wp-caption-text\">C\u00e1c c\u00f4ng c\u1ee5 th\u01b0\u1eddng d\u00f9ng trong Hyperautomation. Ngu\u1ed3n: Licdn<\/p><\/div>\n<h2 data-start=\"3581\" data-end=\"3614\"><strong data-start=\"3589\" data-end=\"3614\">6. \uc2e4\uc81c \uae30\uc5c5\uc758 \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158 \uc0ac\ub840<\/strong><\/h2>\n<p data-start=\"3616\" data-end=\"3739\">\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc740 \ub354 \uc774\uc0c1 \uc774\ub860\uc801\uc778 \uac1c\ub150\uc774 \uc544\ub2c8\ub77c, <strong data-start=\"3645\" data-end=\"3682\">\uae08\uc735\u00b7\uc720\ud1b5\u00b7\uc81c\uc870\u00b7\ubb3c\ub958 \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c \uc804\ub7b5\uc801 \ud575\uc2ec \uc194\ub8e8\uc158<\/strong>\uc73c\ub85c \uc790\ub9ac \uc7a1\uc558\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc758 \uc2e4\uc81c \ud6a8\uacfc\uc640 \ube44\uc988\ub2c8\uc2a4 \uac00\uce58\ub97c \ubcf4\uc5ec\uc8fc\ub294 \uc0ac\ub840\ub4e4\uc785\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"3746\" data-end=\"3788\"><strong data-start=\"3750\" data-end=\"3788\">6.1. \ub514\uc9c0\ud138 \ubc45\ud0b9 \u2013 \ub300\ucd9c \uc2ec\uc0ac \ubc0f \uace0\uac1d \uc2e0\uc6d0 \ud655\uc778 \uc790\ub3d9\ud654<\/strong><\/h3>\n<p data-start=\"3790\" data-end=\"3848\"><strong data-start=\"3790\" data-end=\"3797\">\ubb38\uc81c:<\/strong><\/p>\n<p data-start=\"3790\" data-end=\"3848\">\uc628\ub77c\uc778 \ub300\ucd9c \uc2e0\uccad \uc2dc \ubb38\uc11c \uac80\uc99d\uacfc \uc2e0\uc6d0 \ud655\uc778\uc5d0 \uc2dc\uac04\uc774 \ub9ce\uc774 \uc18c\uc694\ub418\uc5b4 \uc2b9\uc778 \uc9c0\uc5f0\uc774 \ubc1c\uc0dd.<\/p>\n<p data-start=\"3850\" data-end=\"3860\"><strong data-start=\"3850\" data-end=\"3858\">\ud574\uacb0\ucc45:<\/strong><\/p>\n<ul data-start=\"3861\" data-end=\"3985\">\n<li data-start=\"3861\" data-end=\"3906\">\n<p data-start=\"3863\" data-end=\"3906\"><strong data-start=\"3863\" data-end=\"3870\">RPA<\/strong>\uac00 <strong data-start=\"3872\" data-end=\"3879\">OCR<\/strong>\uc744 \ud1b5\ud574 \uc2e0\uccad\uc11c \ub370\uc774\ud130\ub97c \uc790\ub3d9 \uc218\uc9d1 \ubc0f \ucd94\ucd9c.<\/p>\n<\/li>\n<li data-start=\"3907\" data-end=\"3945\">\n<p data-start=\"3909\" data-end=\"3945\"><strong data-start=\"3909\" data-end=\"3915\">AI<\/strong>\uac00 \uc2e0\uc6a9 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \uc815\ubcf4 \ub300\uc870 \ud6c4 \uc720\ud6a8\uc131 \uac80\uc0ac.<\/p>\n<\/li>\n<li data-start=\"3946\" data-end=\"3985\">\n<p data-start=\"3948\" data-end=\"3985\"><strong data-start=\"3948\" data-end=\"3961\">NLP \uae30\ubc18 \ucc57\ubd07<\/strong>\uc774 \uace0\uac1d \ubb38\uc758 \uc751\ub2f5 \ubc0f \uc808\ucc28 \uc548\ub0b4 \uc218\ud589.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3987\" data-end=\"3996\"><strong data-start=\"3987\" data-end=\"3994\">\uc131\uacfc:<\/strong><\/p>\n<ul data-start=\"3997\" data-end=\"4066\">\n<li data-start=\"3997\" data-end=\"4029\">\n<p data-start=\"3999\" data-end=\"4029\">\ub300\ucd9c \uc2b9\uc778 \uc2dc\uac04 <strong data-start=\"4008\" data-end=\"4021\">48\uc2dc\uac04 \u2192 5\ubd84<\/strong>\uc73c\ub85c \ub2e8\ucd95.<\/p>\n<\/li>\n<li data-start=\"4030\" data-end=\"4066\">\n<p data-start=\"4032\" data-end=\"4066\">\uc785\ub825 \uc624\ub958 <strong data-start=\"4038\" data-end=\"4048\">60% \uac10\uc18c<\/strong>, \uc6b4\uc601\ube44\uc6a9 <strong data-start=\"4055\" data-end=\"4065\">40% \uc808\uac10<\/strong>.<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"4073\" data-end=\"4112\"><strong data-start=\"4077\" data-end=\"4112\">6.2. \ub9ac\ud14c\uc77c \u2013 \uc8fc\ubb38\u00b7\uc7ac\uace0 \uad00\ub9ac \ubc0f \uace0\uac1d \uc751\ub300 \uc790\ub3d9\ud654<\/strong><\/h3>\n<p data-start=\"4114\" data-end=\"4168\"><strong data-start=\"4114\" data-end=\"4121\">\ubb38\uc81c:<\/strong><\/p>\n<p data-start=\"4114\" data-end=\"4168\">\uc804\uc790\uc0c1\uac70\ub798 \uae30\uc5c5\uc774 \uc8fc\ubb38\ub7c9 \uc99d\uac00, \uc7ac\uace0 \uad00\ub9ac \ubc0f \uace0\uac1d \uc11c\ube44\uc2a4 \ud488\uc9c8 \uc720\uc9c0\uc5d0 \uc5b4\ub824\uc6c0.<\/p>\n<p data-start=\"4170\" data-end=\"4180\"><strong data-start=\"4170\" data-end=\"4178\">\ud574\uacb0\ucc45:<\/strong><\/p>\n<ul data-start=\"4181\" data-end=\"4320\">\n<li data-start=\"4181\" data-end=\"4235\">\n<p data-start=\"4183\" data-end=\"4235\"><strong data-start=\"4183\" data-end=\"4190\">RPA<\/strong>\ub85c \uc804\uc790\uc0c1\uac70\ub798 \ud50c\ub7ab\ud3fc\uacfc <strong data-start=\"4203\" data-end=\"4210\">ERP<\/strong> \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud569\ud574 \uc8fc\ubb38\u00b7\uc7ac\uace0 \uc790\ub3d9 \ub3d9\uae30\ud654.<\/p>\n<\/li>\n<li data-start=\"4236\" data-end=\"4273\">\n<p data-start=\"4238\" data-end=\"4273\"><strong data-start=\"4238\" data-end=\"4244\">AI<\/strong>\uac00 \uad6c\ub9e4 \uc774\ub825\uc744 \ubd84\uc11d\ud574 \uac1c\uc778\ud654\ub41c \uc0c1\ud488 \ucd94\ucc9c \uc81c\uacf5.<\/p>\n<\/li>\n<li data-start=\"4274\" data-end=\"4320\">\n<p data-start=\"4276\" data-end=\"4320\"><strong data-start=\"4276\" data-end=\"4282\">\ucc57\ubd07<\/strong>\uc774 \uc6f9\u00b7\ud398\uc774\uc2a4\ubd81\u00b7Zalo \ub4f1 \ub2e4\uc591\ud55c \ucc44\ub110\uc5d0\uc11c 24\uc2dc\uac04 \uace0\uac1d \uc751\ub300.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4322\" data-end=\"4331\"><strong data-start=\"4322\" data-end=\"4329\">\uc131\uacfc:<\/strong><\/p>\n<ul data-start=\"4332\" data-end=\"4395\">\n<li data-start=\"4332\" data-end=\"4373\">\n<p data-start=\"4334\" data-end=\"4373\">\uace0\uac1d \uc751\ub300 \ube44\uc6a9 <strong data-start=\"4343\" data-end=\"4353\">50% \uc808\uac10<\/strong>, \uc7ac\uad6c\ub9e4\uc728 <strong data-start=\"4360\" data-end=\"4370\">25% \ud5a5\uc0c1<\/strong>.<\/p>\n<\/li>\n<li data-start=\"4374\" data-end=\"4395\">\n<p data-start=\"4376\" data-end=\"4395\">\uc7ac\uace0 \ubd88\uc77c\uce58 \ubc0f \uc624\ubc30\uc1a1 \uc624\ub958 \uac10\uc18c.<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"4402\" data-end=\"4436\"><strong data-start=\"4406\" data-end=\"4436\">6.3. \uc81c\uc870\uc5c5 \u2013 \uc608\uc9c0 \uc815\ube44 \ubc0f \uacf5\uae09\ub9dd \ucd5c\uc801\ud654<\/strong><\/h3>\n<p data-start=\"4438\" data-end=\"4486\"><strong data-start=\"4438\" data-end=\"4445\">\ubb38\uc81c:<\/strong><\/p>\n<p data-start=\"4438\" data-end=\"4486\">\uc608\uc0c1\uce58 \ubabb\ud55c \uc124\ube44 \uace0\uc7a5\uc774 \uc0dd\uc0b0 \ucc28\uc9c8\uacfc \uc720\uc9c0\ubcf4\uc218 \ube44\uc6a9 \uc99d\uac00\ub97c \ucd08\ub798.<\/p>\n<p data-start=\"4488\" data-end=\"4498\"><strong data-start=\"4488\" data-end=\"4496\">\ud574\uacb0\ucc45:<\/strong><\/p>\n<ul data-start=\"4499\" data-end=\"4618\">\n<li data-start=\"4499\" data-end=\"4530\">\n<p data-start=\"4501\" data-end=\"4530\"><strong data-start=\"4501\" data-end=\"4511\">IoT \uc13c\uc11c<\/strong>\ub85c \uc2e4\uc2dc\uac04 \uc124\ube44 \uc0c1\ud0dc \ubaa8\ub2c8\ud130\ub9c1.<\/p>\n<\/li>\n<li data-start=\"4531\" data-end=\"4571\">\n<p data-start=\"4533\" data-end=\"4571\"><strong data-start=\"4533\" data-end=\"4539\">AI<\/strong>\uac00 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uace0\uc7a5 \uac00\ub2a5\uc131\uc744 \uc608\uce21 (\uc608\uc9c0\uc815\ube44).<\/p>\n<\/li>\n<li data-start=\"4572\" data-end=\"4618\">\n<p data-start=\"4574\" data-end=\"4618\"><strong data-start=\"4574\" data-end=\"4581\">RPA<\/strong>\uac00 \uc790\ub3d9\uc73c\ub85c \uc815\ube44 \ud2f0\ucf13 \uc0dd\uc131 \ubc0f <strong data-start=\"4599\" data-end=\"4606\">ERP<\/strong> \uc2dc\uc2a4\ud15c \uc5c5\ub370\uc774\ud2b8.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4620\" data-end=\"4629\"><strong data-start=\"4620\" data-end=\"4627\">\uc131\uacfc:<\/strong><\/p>\n<ul data-start=\"4630\" data-end=\"4691\">\n<li data-start=\"4630\" data-end=\"4674\">\n<p data-start=\"4632\" data-end=\"4674\">\uc124\ube44 \uac00\ub3d9\ub960 <strong data-start=\"4639\" data-end=\"4649\">99% \ub2ec\uc131<\/strong>, \ube44\uacc4\ud68d\uc801 \ub2e4\uc6b4\ud0c0\uc784 <strong data-start=\"4661\" data-end=\"4671\">30% \uac10\uc18c<\/strong>.<\/p>\n<\/li>\n<li data-start=\"4675\" data-end=\"4691\">\n<p data-start=\"4677\" data-end=\"4691\">\uacf5\uae09\ub9dd \uc608\uce21 \uc815\ud655\ub3c4 \ud5a5\uc0c1.<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"4698\" data-end=\"4739\"><strong data-start=\"4702\" data-end=\"4739\">6.4. \ubb3c\ub958 \u2013 \ub2e4\ucc44\ub110 \ubc30\uc1a1 \ucd94\uc801 \ubc0f \uace0\uac1d \uc694\uccad \uc790\ub3d9 \ucc98\ub9ac<\/strong><\/h3>\n<p data-start=\"4741\" data-end=\"4784\"><strong data-start=\"4741\" data-end=\"4748\">\ubb38\uc81c:<\/strong><\/p>\n<p data-start=\"4741\" data-end=\"4784\">\uace0\uac1d\uc758 \ubc30\uc1a1 \ubb38\uc758\ub97c \uc218\ub3d9\uc73c\ub85c \ucc98\ub9ac\ud558\ub290\ub77c \uc751\ub2f5 \uc9c0\uc5f0 \ubc1c\uc0dd.<\/p>\n<p data-start=\"4786\" data-end=\"4796\"><strong data-start=\"4786\" data-end=\"4794\">\ud574\uacb0\ucc45:<\/strong><\/p>\n<ul data-start=\"4797\" data-end=\"4930\">\n<li data-start=\"4797\" data-end=\"4840\">\n<p data-start=\"4799\" data-end=\"4840\"><strong data-start=\"4799\" data-end=\"4816\">\ucc57\ubd07 + AI Agent<\/strong>\uac00 \uc6b4\uc1a1\uc7a5 \ubc88\ud638\ub85c \ubc30\uc1a1 \uc0c1\ud0dc \uc790\ub3d9 \uc548\ub0b4.<\/p>\n<\/li>\n<li data-start=\"4841\" data-end=\"4889\">\n<p data-start=\"4843\" data-end=\"4889\"><strong data-start=\"4843\" data-end=\"4850\">RPA<\/strong>\uac00 <strong data-start=\"4852\" data-end=\"4863\">TMS\/WMS<\/strong>\uc5d0\uc11c \uc2e4\uc2dc\uac04 \uc6b4\uc1a1 \ub370\uc774\ud130\ub97c \uac00\uc838\uc640 \uc5c5\ub370\uc774\ud2b8.<\/p>\n<\/li>\n<li data-start=\"4890\" data-end=\"4930\">\n<p data-start=\"4892\" data-end=\"4930\"><strong data-start=\"4892\" data-end=\"4899\">NLP<\/strong>\uac00 \uace0\uac1d \uba54\uc2dc\uc9c0\ub97c \ubd84\uc11d\ud574 \uc694\uccad\uc744 \uc790\ub3d9 \ubd84\ub958 \ubc0f \uc804\ub2ec.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4932\" data-end=\"4941\"><strong data-start=\"4932\" data-end=\"4939\">\uc131\uacfc:<\/strong><\/p>\n<ul data-start=\"4942\" data-end=\"5004\">\n<li data-start=\"4942\" data-end=\"4966\">\n<p data-start=\"4944\" data-end=\"4966\">\uace0\uac1d\uc13c\ud130 \uc5c5\ubb34\ub7c9 <strong data-start=\"4953\" data-end=\"4963\">80% \uac10\uc18c<\/strong>.<\/p>\n<\/li>\n<li data-start=\"4967\" data-end=\"5004\">\n<p data-start=\"4969\" data-end=\"5004\">\uc815\ud655\ud558\uace0 \uc2e0\uc18d\ud55c \uc751\ub2f5\uc73c\ub85c \uace0\uac1d \ub9cc\uc871\ub3c4 <strong data-start=\"4990\" data-end=\"5000\">90% \uc774\uc0c1<\/strong> \ub2ec\uc131.<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"5011\" data-end=\"5043\"><strong data-start=\"5015\" data-end=\"5043\">6.5. \uc77c\ubcf8 \uae30\uc5c5 \u2013 \uc6b4\uc601\ube44\uc6a9 30% \uc808\uac10<\/strong><\/h3>\n<div id=\"attachment_156851\" style=\"width: 810px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-156851\" class=\"wp-image-156851\" src=\"https:\/\/cdn.bap-software.net\/2025\/10\/21231818\/hyperautomation-7.webp\" alt=\"Case study s\u1eed d\u1ee5ng Hyperautomation th\u1ef1c t\u1ebf cho doanh nghi\u1ec7p. \" width=\"800\" height=\"640\" \/><p id=\"caption-attachment-156851\" class=\"wp-caption-text\">Case study s\u1eed d\u1ee5ng Hyperautomation th\u1ef1c t\u1ebf cho doanh nghi\u1ec7p. Ngu\u1ed3n: FPT Software<\/p><\/div>\n<p data-start=\"1040\" data-end=\"1119\"><strong data-start=\"1040\" data-end=\"1047\">\ubc30\uacbd:<\/strong><\/p>\n<p data-start=\"1040\" data-end=\"1119\">\uc77c\ubcf8\uc758 \ud55c \ub300\ud615 \uc804\uc790 \uc81c\uc870 \uae30\uc5c5\uc740 \uc7a5\ube44 \uc810\uac80\ubd80\ud130 \uc8fc\ubb38 \ucc98\ub9ac, \uc7ac\ubb34 \ubcf4\uace0\uae4c\uc9c0 \ub0b4\ubd80 \uc6b4\uc601 \ud504\ub85c\uc138\uc2a4\ub97c \ub514\uc9c0\ud138\ud654\ud558\uace0\uc790 \ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p data-start=\"1121\" data-end=\"1136\"><strong data-start=\"1121\" data-end=\"1134\">BAP\uc758 \uc194\ub8e8\uc158:<\/strong><\/p>\n<ul data-start=\"1137\" data-end=\"1296\">\n<li data-start=\"1137\" data-end=\"1189\">\n<p data-start=\"1139\" data-end=\"1189\"><strong data-start=\"1139\" data-end=\"1146\">RPA<\/strong>\ub97c \ud65c\uc6a9\ud558\uc5ec 80\uac1c \uc774\uc0c1\uc758 \uc815\uae30 \ubcf4\uace0\uc11c\ub97c \uc790\ub3d9\ud654\ud558\uace0 \ub0b4\ubd80 \ub370\uc774\ud130\ub97c \ub3d9\uae30\ud654.<\/p>\n<\/li>\n<li data-start=\"1190\" data-end=\"1250\">\n<p data-start=\"1192\" data-end=\"1250\"><strong data-start=\"1192\" data-end=\"1205\">AI Vision<\/strong>\uc73c\ub85c \uce74\uba54\ub77c \uc601\uc0c1\uc744 \ubd84\uc11d\ud574 \uc7a5\ube44 \uc624\ub958\ub97c \uac10\uc9c0\ud558\uace0 \uc790\ub3d9\uc73c\ub85c \uc720\uc9c0\ubcf4\uc218 \uc694\uccad \uc0dd\uc131.<\/p>\n<\/li>\n<li data-start=\"1251\" data-end=\"1296\">\n<p data-start=\"1253\" data-end=\"1296\"><strong data-start=\"1253\" data-end=\"1265\">AI + OCR<\/strong>\uc744 \ud1b5\ud574 \ube44\uc6a9 \uc2b9\uc778 \ubc0f \ubb38\uc11c \uad00\ub9ac \ud504\ub85c\uc138\uc2a4\ub97c \uc790\ub3d9\ud654.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1298\" data-end=\"1310\"><strong data-start=\"1298\" data-end=\"1308\">\uc0ac\uc6a9 \uae30\uc220:<\/strong><\/p>\n<ul data-start=\"1311\" data-end=\"1395\">\n<li data-start=\"1311\" data-end=\"1330\">\n<p data-start=\"1313\" data-end=\"1330\"><strong data-start=\"1313\" data-end=\"1321\">RPA:<\/strong> UiPath<\/p>\n<\/li>\n<li data-start=\"1331\" data-end=\"1361\">\n<p data-start=\"1333\" data-end=\"1361\"><strong data-start=\"1333\" data-end=\"1340\">AI:<\/strong> OpenCV, TensorFlow<\/p>\n<\/li>\n<li data-start=\"1362\" data-end=\"1395\">\n<p data-start=\"1364\" data-end=\"1395\"><strong data-start=\"1364\" data-end=\"1372\">\uc2dc\uc2a4\ud15c:<\/strong> \ub0b4\ubd80 ERP + Cloud (AWS)<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1397\" data-end=\"1406\"><strong data-start=\"1397\" data-end=\"1404\">\uc131\uacfc:<\/strong><\/p>\n<ul data-start=\"1407\" data-end=\"1521\">\n<li data-start=\"1407\" data-end=\"1431\">\n<p data-start=\"1409\" data-end=\"1431\">\uccab\ud574 \uc6b4\uc601 \ube44\uc6a9 <strong data-start=\"1418\" data-end=\"1428\">30% \uc808\uac10<\/strong>.<\/p>\n<\/li>\n<li data-start=\"1432\" data-end=\"1481\">\n<p data-start=\"1434\" data-end=\"1481\">\uc218\ub3d9 \ubcf4\uace0 \ucc98\ub9ac \uc2dc\uac04 <strong data-start=\"1446\" data-end=\"1456\">70% \ub2e8\ucd95<\/strong>, \uc815\ud655\ub3c4 <strong data-start=\"1462\" data-end=\"1478\">87% \u2192 98% \ud5a5\uc0c1<\/strong>.<\/p>\n<\/li>\n<li data-start=\"1482\" data-end=\"1521\">\n<p data-start=\"1484\" data-end=\"1521\">\ud604\uc7ac \uc804 \uacf5\uc7a5\uc73c\ub85c Hyperautomation \uc801\uc6a9\uc744 \ud655\ub300 \uc911.<\/p>\n<\/li>\n<\/ul>\n<h2 data-start=\"2162\" data-end=\"2218\"><strong data-start=\"2170\" data-end=\"2218\">7. \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158 \uad6c\ud604 \ud30c\ud2b8\ub108\ub85c BAP Software\ub97c \uc120\ud0dd\ud574\uc57c \ud558\ub294 \uc774\uc720<\/strong><\/h2>\n<p data-start=\"2220\" data-end=\"2353\">\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158 \uc5ec\uc815\uc744 \uc2dc\uc791\ud560 \ub54c, \uc62c\ubc14\ub978 \uad6c\ud604 \ud30c\ud2b8\ub108 \uc120\uc815\uc740 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \uc2e4\ubb34 \uacbd\ud5d8\uacfc \ud3ed\ub113\uc740 \uae30\uc220 \uc5ed\ub7c9\uc744 \uac16\ucd98 <strong data-start=\"2286\" data-end=\"2302\">BAP Software<\/strong>\ub294 \uc9c0\ub2a5\ud615, \ud1b5\ud569\uc801\uc774\uba70 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc790\ub3d9\ud654 \uc194\ub8e8\uc158\uc744 \ucc3e\ub294 \uae30\uc5c5\uc5d0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"2355\" data-end=\"2382\"><strong data-start=\"2359\" data-end=\"2380\">7.1. \ub2e4\uc911 \ud50c\ub7ab\ud3fc \ud1b5\ud569 \uc5ed\ub7c9<\/strong><\/h3>\n<p data-start=\"2383\" data-end=\"2532\">BAP\ub294 \ub2e8\uc77c \ub3c4\uad6c \uc81c\uacf5\uc5d0 \uadf8\uce58\uc9c0 \uc54a\uace0 <strong data-start=\"2405\" data-end=\"2446\">RPA, AI\uc640 CRM\u00b7ERP\u00b7WMS\u00b7HRM \ub4f1 \ub0b4\ubd80 \uc2dc\uc2a4\ud15c\uc744 \uacb0\ud569<\/strong>\ud558\uc5ec \uc644\uc804\ud55c \uc790\ub3d9\ud654 \ud750\ub984\uc744 \uad6c\ucd95\ud569\ub2c8\ub2e4. BAP\uc758 \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158 \uc194\ub8e8\uc158\uc740 \uac01 \uae30\uc5c5\uc758 \uc5c5\ubb34 \ubc0f \ub370\uc774\ud130\uc5d0 \ub9de\ucdb0 \ucee4\uc2a4\ud130\ub9c8\uc774\uc988\ub418\uc5b4 \uc2e4\ud6a8\uc131 \uc788\ub294 \uc2e4\ud589\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"2534\" data-end=\"2563\"><strong data-start=\"2538\" data-end=\"2561\">7.2. \ub2e4\uad6d\uac00(\uae00\ub85c\ubc8c) \uad6c\ucd95 \uacbd\ud5d8<\/strong><\/h3>\n<p data-start=\"2564\" data-end=\"2694\">BAP\ub294 <strong data-start=\"2569\" data-end=\"2586\">\uc77c\ubcf8, \uc2f1\uac00\ud3ec\ub974, \ubca0\ud2b8\ub0a8<\/strong> \ub4f1\uc5d0\uc11c \ub300\uae30\uc5c5 \uc81c\uc870\uc0ac\ubd80\ud130 \uae30\uc220 \uc2a4\ud0c0\ud2b8\uc5c5\uae4c\uc9c0 \ub2e4\uc591\ud55c \uace0\uac1d\uacfc \ud611\uc5c5\ud574\uc654\uc2b5\ub2c8\ub2e4. \ubb38\ud654\u00b7\uc0b0\uc5c5\u00b7\ubc30\ud3ec \uaddc\ubaa8\uc758 \ud2b9\uc131\uc744 \uc774\ud574\ud558\uace0 \uc788\uc5b4 \ucd08\uae30\uc5d0 \uc801\ud569\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uc548\ud558\uba70 \uc2e4\uc81c \uad6c\ud604 \uc911 \ub9ac\uc2a4\ud06c\ub97c \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"2696\" data-end=\"2720\"><strong data-start=\"2700\" data-end=\"2718\">7.3. \ub2e4\ubd84\uc57c \uc5d4\uc9c0\ub2c8\uc5b4\ud300<\/strong><\/h3>\n<ul data-start=\"2721\" data-end=\"2874\">\n<li data-start=\"2721\" data-end=\"2773\">\n<p data-start=\"2723\" data-end=\"2773\"><strong data-start=\"2723\" data-end=\"2736\">RPA \uc5d4\uc9c0\ub2c8\uc5b4:<\/strong> UiPath, Automation Anywhere \uc778\uc99d \ubcf4\uc720.<\/p>\n<\/li>\n<li data-start=\"2774\" data-end=\"2825\">\n<p data-start=\"2776\" data-end=\"2825\"><strong data-start=\"2776\" data-end=\"2791\">AI\/ML \uc5d4\uc9c0\ub2c8\uc5b4:<\/strong> \ub370\uc774\ud130 \ucc98\ub9ac, OCR, NLP, AI Vision \uc804\ubb38.<\/p>\n<\/li>\n<li data-start=\"2826\" data-end=\"2874\">\n<p data-start=\"2828\" data-end=\"2874\"><strong data-start=\"2828\" data-end=\"2844\">\ud1b5\ud569\/\ubc31\uc5d4\ub4dc \uc5d4\uc9c0\ub2c8\uc5b4:<\/strong> ERP, CRM, SCM API \uc5f0\ub3d9 \uacbd\ud5d8 \ub2e4\uc218.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2876\" data-end=\"2955\">BAP\uc758 \uac15\uc810\uc740 \uae30\uc220 \uc5ed\ub7c9\ubfd0 \uc544\ub2c8\ub77c <strong data-start=\"2896\" data-end=\"2911\">\uc5c5\ubb34(\ub3c4\uba54\uc778) \uc774\ud574\ub3c4<\/strong>\uae4c\uc9c0 \uac16\ucd98 \ud300\uc73c\ub85c, \uace0\uac1d\uc758 \ube44\uc988\ub2c8\uc2a4 \ubaa9\uc801\uc5d0 \ub9de\ucd98 \ucee8\uc124\ud305\u00b7\uc124\uacc4\u00b7\uad6c\ud604\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"2957\" data-end=\"2995\"><strong data-start=\"2961\" data-end=\"2993\">7.4. \ud45c\uc900\ud654\ub41c \uad6c\ud604 \ud504\ub85c\uc138\uc2a4 \ubc0f \ub192\uc740 \ubcf4\uc548 \uc218\uc900<\/strong><\/h3>\n<p data-start=\"2996\" data-end=\"3134\">BAP\ub294 <strong data-start=\"3001\" data-end=\"3018\">ISO\/IEC 27001<\/strong> \ub4f1 \ubcf4\uc548 \ud45c\uc900\uc744 \uc5c4\uaca9\ud788 \uc900\uc218\ud558\uc5ec \uace0\uac1d\uc758 \ub370\uc774\ud130\uc640 \uc2dc\uc2a4\ud15c\uc744 \ubcf4\ud638\ud569\ub2c8\ub2e4. \ub610\ud55c <strong data-start=\"3061\" data-end=\"3079\">Agile + DevOps<\/strong> \ubaa8\ub378\uc744 \uc801\uc6a9\ud558\uc5ec \uad6c\ud604 \uc18d\ub3c4\ub97c \ub192\uc774\uace0 \ubcc0\uacbd\uc5d0 \ube60\ub974\uac8c \ub300\uc751\ud558\uba70 \uc9c0\uc18d\uc801\uc778 \ud14c\uc2a4\ud2b8\uc640 \ucd5c\uc801\ud654\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<div id=\"attachment_156852\" style=\"width: 810px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-156852\" class=\"wp-image-156852\" src=\"https:\/\/cdn.bap-software.net\/2025\/10\/21231819\/hyperautomation-8.webp\" alt=\"Nh\u1eefng l\u00fd do BAP tr\u1edf th\u00e0nh \u0111\u1ed1i t\u00e1c tri\u1ec3n khai Hyperautomation.\" width=\"800\" height=\"640\" \/><p id=\"caption-attachment-156852\" class=\"wp-caption-text\">Nh\u1eefng l\u00fd do BAP tr\u1edf th\u00e0nh \u0111\u1ed1i t\u00e1c tri\u1ec3n khai Hyperautomation. Ngu\u1ed3n: CDN<\/p><\/div>\n<h2 data-start=\"1291\" data-end=\"1308\"><strong data-start=\"1299\" data-end=\"1308\">8. \uacb0\ub860<\/strong><\/h2>\n<p data-start=\"1310\" data-end=\"1403\">\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc740 \ub354 \uc774\uc0c1 \uba3c \ubbf8\ub798\uc758 \ud2b8\ub80c\ub4dc\uac00 \uc544\ub2c8\ub77c, \uae30\uc5c5\uc774 <strong data-start=\"1347\" data-end=\"1397\">\ub354 \ube60\ub974\uac8c \uc801\uc751\ud558\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \uc6b4\uc601\ud558\uba70 \uacbd\uc7c1\ub825\uc744 \uac15\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uc804\ub7b5\uc801 \ub808\ubc84<\/strong>\uc785\ub2c8\ub2e4.<\/p>\n<p data-start=\"1405\" data-end=\"1483\">\ub2e8\uc77c \ud504\ub85c\uc138\uc2a4 \uc790\ub3d9\ud654\uc5d0\uc11c \ub098\uc544\uac00 <strong data-start=\"1423\" data-end=\"1444\">\uc758\uc0ac\uacb0\uc815\uc774 \uac00\ub2a5\ud55c \uc9c0\ub2a5\ud615 \uc2dc\uc2a4\ud15c<\/strong>\uc744 \uad6c\ucd95\ud568\uc73c\ub85c\uc368, \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uac00\uce58\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4:<\/p>\n<ul data-start=\"1484\" data-end=\"1554\">\n<li data-start=\"1484\" data-end=\"1501\">\n<p data-start=\"1486\" data-end=\"1501\">\uc6b4\uc601 \ube44\uc6a9 \ubc0f \uc624\ub958 \uac10\uc18c<\/p>\n<\/li>\n<li data-start=\"1502\" data-end=\"1517\">\n<p data-start=\"1504\" data-end=\"1517\">\uc5c5\ubb34 \ucc98\ub9ac \uc18d\ub3c4 \ud5a5\uc0c1<\/p>\n<\/li>\n<li data-start=\"1518\" data-end=\"1533\">\n<p data-start=\"1520\" data-end=\"1533\">\uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc758 \uac1c\uc778\ud654<\/p>\n<\/li>\n<li data-start=\"1534\" data-end=\"1554\">\n<p data-start=\"1536\" data-end=\"1554\">\uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \ub300\ud55c \ub300\uc751\ub825 \uac15\ud654<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1556\" data-end=\"1572\"><strong data-start=\"1556\" data-end=\"1570\">\uc2dc\uc791\uc744 \uc704\ud55c \ub2e8\uacc4:<\/strong><\/p>\n<ul data-start=\"1573\" data-end=\"1673\">\n<li data-start=\"1573\" data-end=\"1595\">\n<p data-start=\"1576\" data-end=\"1595\">\ud604\uc7ac \uc6b4\uc601 \uc911\uc778 \ud504\ub85c\uc138\uc2a4\ub97c \ubd84\uc11d<\/p>\n<\/li>\n<li data-start=\"1596\" data-end=\"1631\">\n<p data-start=\"1599\" data-end=\"1631\">\uc6b0\uc120\uc21c\uc704\uac00 \ub192\uc740 \ud504\ub85c\uc138\uc2a4 \uba87 \uac00\uc9c0\ub97c \uc120\uc815\ud558\uc5ec \uc2dc\ubc94 \ub3c4\uc785<\/p>\n<\/li>\n<li data-start=\"1632\" data-end=\"1673\">\n<p data-start=\"1635\" data-end=\"1673\">\ucee8\uc124\ud305\ubd80\ud130 \uae30\uc220 \uad6c\ud604\uae4c\uc9c0 \ud1b5\ud569\uc801\uc73c\ub85c \uc9c0\uc6d0\ud560 \uc218 \uc788\ub294 \ud30c\ud2b8\ub108\ub97c \uc120\ud0dd<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1675\" data-end=\"1855\"><strong data-start=\"1675\" data-end=\"1691\">BAP Software<\/strong>\ub294 \uc548\uc804\ud558\uace0 \ube60\ub974\uba70 \ud6a8\uc728\uc801\uc778 \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158 \uad6c\ucd95\uc744 \uc9c0\uc6d0\ud558\ub294 \ucd5c\uc801\uc758 \ud30c\ud2b8\ub108\uc785\ub2c8\ub2e4. \uac15\ub825\ud55c \uae30\uc220\ub825\uacfc \ud48d\ubd80\ud55c \uc2e4\ubb34 \uacbd\ud5d8\uc744 \uae30\ubc18\uc73c\ub85c, \uadc0\uc0ac\uc758 \ube44\uc988\ub2c8\uc2a4\uc5d0 \ub9de\ub294 \ucd5c\uc801\uc758 \uc804\ub7b5\uc744 \uc81c\uc548\ud569\ub2c8\ub2e4. <em data-start=\"1798\" data-end=\"1853\"><a href=\"https:\/\/bap-software.net\/kr\/contact\/\">\uc9c0\uae08 \ubc14\ub85c BAP Software\uc5d0 \ubb38\uc758\ud558\uc5ec<\/a>, \uadc0\uc0ac\uc5d0 \ub9de\ub294 \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158 \uc804\ub7b5\uc744 \uc0c1\ub2f4\ubc1b\uc73c\uc138\uc694.<\/em><\/p>\n<p><\/p>","protected":false},"author":25,"featured_media":156851,"template":"","meta":{"_acf_changed":false},"tags":[],"blog-cat":[2058],"class_list":["post-156818","knowledge","type-knowledge","status-publish","has-post-thumbnail","hentry","blog-cat-technology"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.1 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158 \u2013 \ub514\uc9c0\ud138 \uc804\ud658\uc744 \uac00\uc18d\ud654\ud558\ub294 \uc804\ub7b5\uc801 \uc131\uc7a5 \ub3d9\ub825<\/title>\n<meta name=\"description\" content=\"(\u65e5\u672c\u8a9e) AI, RPA, \uadf8\ub9ac\uace0 \uba38\uc2e0\ub7ec\ub2dd\uc744 \uacb0\ud569\ud55c \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc73c\ub85c \ub514\uc9c0\ud138 \uc804\ud658\uc744 \uac00\uc18d\ud654\ud558\uc138\uc694. \ud504\ub85c\uc138\uc2a4\ub97c \ucd5c\uc801\ud654\ud558\uace0 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uba70 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uc2ed\uc2dc\uc624. BAP Software\uc758 \ud6a8\uacfc\uc801\uc778 \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158 \uad6c\ucd95 \uc0ac\ub840\ub97c \ud655\uc778\ud574\ubcf4\uc138\uc694\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/bap-software.net\/kr\/knowledge\/hyperautomation-digital-transformation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158 \u2013 \ub514\uc9c0\ud138 \uc804\ud658\uc744 \uac00\uc18d\ud654\ud558\ub294 \uc804\ub7b5\uc801 \uc131\uc7a5 \ub3d9\ub825\" \/>\n<meta property=\"og:description\" content=\"(\u65e5\u672c\u8a9e) AI, RPA, \uadf8\ub9ac\uace0 \uba38\uc2e0\ub7ec\ub2dd\uc744 \uacb0\ud569\ud55c \ud558\uc774\ud37c\uc624\ud1a0\uba54\uc774\uc158\uc73c\ub85c \ub514\uc9c0\ud138 \uc804\ud658\uc744 \uac00\uc18d\ud654\ud558\uc138\uc694. \ud504\ub85c\uc138\uc2a4\ub97c \ucd5c\uc801\ud654\ud558\uace0 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uba70 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uc2ed\uc2dc\uc624. 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