{"id":24384,"date":"2026-08-28T10:57:06","date_gmt":"2026-08-28T03:57:06","guid":{"rendered":"https:\/\/hblabgroup.com\/?p=24384"},"modified":"2026-08-28T10:57:06","modified_gmt":"2026-08-28T03:57:06","slug":"vietnam-ai-outsourcing-partner-kr","status":"publish","type":"post","link":"https:\/\/hblabgroup.com\/ko\/vietnam-ai-outsourcing-partner-kr\/","title":{"rendered":"\ubca0\ud2b8\ub0a8 AI \uc544\uc6c3\uc18c\uc2f1 \ud30c\ud2b8\ub108 \uc120\ud0dd \uae30\uc900: PoC\ubd80\ud130 \uc6b4\uc601\uae4c\uc9c0 \ud655\uc778\ud560 4\uac00\uc9c0"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\ud55c\uad6d \uae30\uc5c5\uc774 \ubca0\ud2b8\ub0a8\uc5d0\uc11c AI \uc544\uc6c3\uc18c\uc2f1 \ud30c\ud2b8\ub108\ub97c \ucc3e\uc744 \ub54c \ud575\uc2ec \uc9c8\ubb38\uc740 \u201c\uc5b4\ub290 \uc5c5\uccb4\uac00 Top 10\uc5d0 \ub4e4\uc5b4\uac00\ub294\uac00\u201d\uac00 \uc544\ub2d9\ub2c8\ub2e4. use case\ub97c \uc544\uc774\ub514\uc5b4\uc5d0\uc11c PoC, \ud30c\uc77c\ub7ff\uc744 \uac70\uccd0 \uc2e4\uc81c \uc6b4\uc601(production) \uc2dc\uc2a4\ud15c\uae4c\uc9c0 \ub04c\uace0 \uac08 \uc218 \uc788\ub294\uac00\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uadf8 \uc2e4\ud589 \uc5ed\ub7c9\uc740 \ub124 \uac00\uc9c0 \uc9c0\uc810\uc5d0\uc11c \ub4dc\ub7ec\ub0a9\ub2c8\ub2e4. \ubb38\uc81c\uc640 \ub370\uc774\ud130\ub97c \uc774\ud574\ud558\ub294\uac00, PoC\uc5d0\uc11c \uc6b4\uc601\uae4c\uc9c0 \uc774\uc5b4\uac00\ub294\uac00, \uae30\uc874 \uc2dc\uc2a4\ud15c\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294\uac00, \uc6b4\uc601 \uacfc\uc815\uc5d0\uc11c \uac70\ubc84\ub10c\uc2a4\ub97c \uc720\uc9c0\ud558\ub294\uac00\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc774 \uae00\uc740 \uc774 \ub124 \uac00\uc9c0 \uae30\uc900\uc73c\ub85c \ubca0\ud2b8\ub0a8 AI \uc544\uc6c3\uc18c\uc2f1 \ud30c\ud2b8\ub108\ub97c \ud3c9\uac00\ud558\ub294 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc81c\uc2dc\ud569\ub2c8\ub2e4. \ub3d9\uc2dc\uc5d0 \uc544\uc6c3\uc18c\uc2f1 \uacb0\uc815\uc744 \ud55c\uad6d\uc758 AI \uc778\ub825 \uc0c1\ud669\uacfc \uc138 \uac00\uc9c0 \ud300 \uad6c\uc131 \ubaa8\ub378(\uc778\ud558\uc6b0\uc2a4, \uc544\uc6c3\uc18c\uc2f1, \ud558\uc774\ube0c\ub9ac\ub4dc) \uc548\uc5d0\uc11c \ud568\uaed8 \uc0b4\ud3b4\ubd05\ub2c8\ub2e4.<\/span><\/p>\n<h2><b>AI \uc544\uc6c3\uc18c\uc2f1\uc740 \uc77c\ubc18 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc678\uc8fc\uc640 \ubb34\uc5c7\uc774 \ub2e4\ub978\uac00<\/b><\/h2>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-full wp-image-24385\" src=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/08\/\ubca0\ud2b8\ub0a8-AI-\uc544\uc6c3\uc18c\uc2f1_.png\" alt=\"\ubca0\ud2b8\ub0a8-AI-\uc544\uc6c3\uc18c\uc2f1\" width=\"1366\" height=\"768\" title=\"\" srcset=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/08\/\ubca0\ud2b8\ub0a8-AI-\uc544\uc6c3\uc18c\uc2f1_.png 1366w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/08\/\ubca0\ud2b8\ub0a8-AI-\uc544\uc6c3\uc18c\uc2f1_-1024x576.png 1024w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/08\/\ubca0\ud2b8\ub0a8-AI-\uc544\uc6c3\uc18c\uc2f1_-768x432.png 768w\" sizes=\"(max-width: 1366px) 100vw, 1366px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">\uc77c\ubc18 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \uc678\uc8fc\ub294 \uae30\ub2a5 \uc694\uad6c\uc0ac\ud56d, \ubc94\uc704, \uc778\uc218 \uae30\uc900\uc774 \ube44\uad50\uc801 \uba85\ud655\ud55c \uc0c1\ud0dc\uc5d0\uc11c \uc2dc\uc791\ud569\ub2c8\ub2e4. \ud30c\ud2b8\ub108\ub294 \uadf8 \uc694\uad6c\uc0ac\ud56d\uc744 \ud14c\uc2a4\ud2b8 \uac00\ub2a5\ud558\uace0 \uc778\ub3c4 \uac00\ub2a5\ud55c \uc2dc\uc2a4\ud15c\uc73c\ub85c \ubc14\uafc9\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI \uc544\uc6c3\uc18c\uc2f1\uc740 \ud504\ub85c\uc81d\ud2b8 \ucd08\uae30\uc5d0 \ud55c \uacb9\uc758 \uc791\uc5c5\uc744 \ub354\ud569\ub2c8\ub2e4. \ubb38\uc81c\ub97c \uc815\uc758\ud558\uace0, \ub370\uc774\ud130\ub97c \ud3c9\uac00\ud558\uace0, \ucd9c\ub825 \ud488\uc9c8\uc744 \uc7ac\ub294 \uae30\uc900\uc744 \uc124\uacc4\ud558\uace0, \uc0ac\ub78c\uc774 \uc2b9\uc778\ud574\uc57c \ud558\ub294 \ubc94\uc704\ub97c \uc815\ud558\ub294 \uc77c\uc785\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>AI \uc678\uc8fc\ub294 \ubb38\uc81c \uc815\uc758\uc640 \ub370\uc774\ud130 \uc124\uacc4\uc5d0\uc11c \uc2dc\uc791\ud55c\ub2e4<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">AI \uc2dc\uc2a4\ud15c\uc758 \uacb0\uacfc\ub294 \ud655\ub960\uc801\uc785\ub2c8\ub2e4. \ucd9c\ub825 \ud488\uc9c8\uc740 \ub370\uc774\ud130, \uc785\ub825 \ucee8\ud14d\uc2a4\ud2b8, \ubaa8\ub378, \uc124\uc815, \uadf8\ub9ac\uace0 \uc2dc\uc2a4\ud15c\uc774 \uc2e4\uc81c \ud504\ub85c\uc138\uc2a4\uc5d0 \ud1b5\ud569\ub418\ub294 \ubc29\uc2dd\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uadf8\ub798\uc11c \ud30c\ud2b8\ub108\ub294 \uc124\uacc4 \ub2e8\uacc4\ubd80\ud130 \uae30\uc5c5\uacfc \ud568\uaed8 use case, \uc0ac\uc6a9 \ub370\uc774\ud130, KPI, \ud5c8\uc6a9 \uc784\uacc4\uac12, \uc608\uc678 \uc0c1\ud669 \ucc98\ub9ac \ubc29\uc2dd\uc744 \uba85\ud655\ud788 \uc815\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc608\ub97c \ub4e4\uc5b4 \uc0ac\ub0b4 \ucc57\ubd07 \ud558\ub098\uc5d0\ub3c4 \ub2f5\ubcc0 \uc815\ud655\ub3c4 \ud3c9\uac00 \uae30\uc900, \uc811\uadfc \uac00\ub2a5\ud55c \ubb38\uc11c \ubc94\uc704, \ub2f4\ub2f9\uc790\uc5d0\uac8c \ub118\uaca8\uc57c \ud558\ub294 \uc0c1\ud669, \uc0c1\ud638\uc791\uc6a9 \uc774\ub825\uc744 \uae30\ub85d\ud558\ub294 \ubc29\uc2dd\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774 \uae30\uc900\ub4e4\uc774 PoC\ub97c \ud3c9\uac00\ud558\uace0 \ub2e4\uc74c \ubc30\ud3ec \ubc94\uc704\ub97c \uc815\ud558\ub294 \uadfc\uac70\uac00 \ub429\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ud55c\uad6d\uc758 \ud55c AI \uc678\uc8fc \uc5c5\uccb4 \ubd84\uc11d\uc5d0 \ub530\ub974\uba74 AI \ud504\ub85c\uc81d\ud2b8\uc758 60%\uac00 PoC\uc5d0\uc11c \uba48\ucd94\uba70, \uc2e4\ud328\uc758 \ub300\ubd80\ubd84\uc740 \uae30\uc220\uc774 \uc544\ub2c8\ub77c \uae30\ud68d, \ub370\uc774\ud130, \uc18c\ud1b5\uc758 \ubb38\uc81c\uc5d0\uc11c \ube44\ub86f\ub429\ub2c8\ub2e4. AI \uc678\uc8fc\uc5d0\uc11c \uc88b\uc740 \ud30c\ud2b8\ub108\ub97c \uac00\ub974\ub294 \uac83\uc740 \uae30\uc220 \ubaa9\ub85d\uc774 \uc544\ub2c8\ub77c \ub370\uc774\ud130\uc640 \ubb38\uc81c \uc815\uc758\ub97c \ub2e4\ub8e8\ub294 \uc5ed\ub7c9\uc785\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>\uc0dd\uc131\ud615 AI\uc5d0\uc11c \uc5d0\uc774\uc804\ud2f1 AI\uae4c\uc9c0, \uc678\uc8fc \ubc94\uc704\ub3c4 \ub113\uc5b4\uc9c4\ub2e4<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\uc0dd\uc131\ud615 AI(Generative AI)\ub294 \ud504\ub86c\ud504\ud2b8\uc640 \ucee8\ud14d\uc2a4\ud2b8\ub97c \ubc14\ud0d5\uc73c\ub85c \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0 \uc815\ubcf4\ub97c \uc885\ud569\ud558\uba70 \uc758\uc0ac\uacb0\uc815\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc5d0\uc774\uc804\ud2f1 AI(Agentic AI)\ub294 \ubc94\uc704\ub97c \uc2e4\ud589\uae4c\uc9c0 \ub113\ud799\ub2c8\ub2e4. AI \uc5d0\uc774\uc804\ud2b8\ub294 \ub370\uc774\ud130\uc5d0 \uc811\uadfc\ud558\uace0, API\ub97c \ud638\ucd9c\ud558\uace0, \uc5ec\ub7ec \ub2e8\uacc4\ub97c \uc870\uc728\ud558\uba70, \uae30\uc5c5 \uc2dc\uc2a4\ud15c \uc548\uc5d0\uc11c \ud589\ub3d9\uc744 \ud2b8\ub9ac\uac70\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ubc94\uc704\uac00 \uc5d0\uc774\uc804\ud2f1 AI\ub85c \uc62e\uaca8\uac00\uba74 \ud30c\ud2b8\ub108\uc5d0\uac8c \uc2dc\uc2a4\ud15c \ud1b5\ud569, \uc811\uadfc \uad8c\ud55c \uad00\ub9ac, \ub85c\uae45, \ubaa8\ub2c8\ud130\ub9c1, \uadf8\ub9ac\uace0 AI\uc640 \uc0ac\ub78c \uc0ac\uc774\uc758 \uc778\uacc4 \uc9c0\uc810 \uc124\uacc4 \uc5ed\ub7c9\uc774 \ucd94\uac00\ub85c \ud544\uc694\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uae30\uc5c5\uc740 \ud30c\ud2b8\ub108\ub97c \ud3c9\uac00\ud558\uae30 \uc804\uc5d0 use case\uc758 \uc790\ub3d9\ud654 \uc218\uc900\uc744 \uba3c\uc800 \uc815\ud574\uc57c \ud569\ub2c8\ub2e4. \ubb38\uc11c \uc9c8\uc758\uc751\ub2f5 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\uc5d0 \ud544\uc694\ud55c \uc5ed\ub7c9\uacfc ERP, CRM, \uc6b4\uc601 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 \uc9c1\uc811 \uc791\uc6a9\ud558\ub294 \uc5d0\uc774\uc804\ud2b8\uc5d0 \ud544\uc694\ud55c \uc5ed\ub7c9\uc740 \ud06c\uac8c \ub2e4\ub974\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/span><\/p>\n<h2><b>\ud55c\uad6d \uae30\uc5c5\uc774 \uc9c0\uae08 \ubca0\ud2b8\ub0a8\uc744 \uc8fc\ubaa9\ud558\ub294 \uc774\uc720<\/b><\/h2>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-24386\" src=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/08\/\ubca0\ud2b8\ub0a8-AI-\uc544\uc6c3\uc18c\uc2f1-2.png\" alt=\"\ubca0\ud2b8\ub0a8-AI-\uc544\uc6c3\uc18c\uc2f1\" width=\"1366\" height=\"768\" title=\"\" srcset=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/08\/\ubca0\ud2b8\ub0a8-AI-\uc544\uc6c3\uc18c\uc2f1-2.png 1366w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/08\/\ubca0\ud2b8\ub0a8-AI-\uc544\uc6c3\uc18c\uc2f1-2-1024x576.png 1024w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/08\/\ubca0\ud2b8\ub0a8-AI-\uc544\uc6c3\uc18c\uc2f1-2-768x432.png 768w\" sizes=\"(max-width: 1366px) 100vw, 1366px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">\ud55c\uad6d \uc2dc\uc7a5\uc740 AI \uc6b4\uc601\uc5d0 \ud544\uc694\ud55c \uc5ec\ub7ec \uc9c1\ubb34\uc5d0\uc11c \uc778\ub825 \uc555\ubc15\uc744 \ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1, AI \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1, MLOps, \uac80\uc99d, \uc6b4\uc601\uae4c\uc9c0 \ubaa8\ub450 \ud574\ub2f9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>\ud55c\uad6d\uc758 AI \uc778\ub825 \ubd80\uc871\uc774 \ud504\ub85c\uc81d\ud2b8 \uc18d\ub3c4\ub97c \uc88c\uc6b0\ud55c\ub2e4<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\uac10\uc0ac\uc6d0\uc740 2026\ub144\uae4c\uc9c0 \uc774\uc5b4\uc9c0\ub294 \uae30\uac04\uc5d0 AI \uc804\ubb38 \uc778\ub825\uc758 \ud070 \ubd80\uc871\uc744 \uacbd\uace0\ud55c \ubc14 \uc788\uc2b5\ub2c8\ub2e4. \ucc44\uc6a9 \uc218\uc694\uc640 \uac00\uc6a9 \uc778\ub825 \uc0ac\uc774\uc758 \uaca9\ucc28\ub294 \ud300 \uad6c\uc131 \uae30\uac04\uc744 \ub298\ub9ac\uba70, \ud2b9\ud788 \uc2e4\uc81c \ubc30\ud3ec \uacbd\ud5d8\uc774 \uc788\ub294 \uc778\ub825\uc744 \uad6c\ud560 \ub54c \ub354 \uc2ec\ud574\uc9d1\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc5ec\ub7ec \uae30\uc5c5\uc774 \ube44\uc2b7\ud55c \uae30\uc220\uad70\uc744 \ub450\uace0 \uacbd\uc7c1\ud558\uba74\uc11c, \uacbd\ud5d8 \uc788\ub294 \uc778\ub825\uc744 \ucc44\uc6a9\ud558\uace0 \uc720\uc9c0\ud558\ub294 \ube44\uc6a9\ub3c4 \ud568\uaed8 \uc624\ub985\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">PoC\ub97c \uc900\ube44\ud558\uac70\ub098 \uc774\ubbf8 \uac80\uc99d\ud55c AI \uc2dc\uc2a4\ud15c\uc744 \ud655\uc7a5\ud558\ub824\ub294 \uae30\uc5c5\uc5d0\uac8c \ucc44\uc6a9\uc5d0 \uc4f0\ub294 \uc2dc\uac04\uc740 \uace7\ubc14\ub85c time-to-market\uc744 \ub298\ub9ac\ub294 \uc694\uc778\uc774 \ub429\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>\uc218\uc694\ub294 \ubaa8\ub378 \uac1c\ubc1c\uc5d0\uc11c \uac80\uc99d\u00b7\uc6b4\uc601\u00b7\uc11c\ube44\uc2a4 \uc801\uc6a9\uc73c\ub85c \uc774\ub3d9\ud55c\ub2e4<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\uc18c\ud504\ud2b8\uc6e8\uc5b4\uc815\ucc45\uc5f0\uad6c\uc18c(SPRi)\ub294 AI \uc778\ub825 \uad6c\uc870\uc758 \ub610 \ub2e4\ub978 \ubb38\uc81c\ub97c \uc9c0\uc801\ud569\ub2c8\ub2e4. AI \uc778\ub825 \ubd80\uc871\uc740 \ub2e8\uc21c\ud55c \ucd1d\ub7c9 \ubd80\uc871\uc774 \uc544\ub2c8\ub77c \uac00\uce58\uc0ac\uc2ac \ub2e8\uacc4\ubcc4 \ubbf8\uc2a4\ub9e4\uce58\uc774\uba70, \uc218\uc694\uac00 \ubaa8\ub378 \uac1c\ubc1c\uc5d0\uc11c \uac80\uc99d, \uc6b4\uc601(MLOps), \uc11c\ube44\uc2a4 \uc801\uc6a9\uc73c\ub85c \ube60\ub974\uac8c \uc774\ub3d9\ud558\uace0 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc774 \uc774\ub3d9\uc774 \ud30c\ud2b8\ub108 \uc120\ud0dd \uae30\uc900\uc744 \ubc14\uafc9\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uae30\uc5c5\uc5d0 \ud544\uc694\ud55c \uac83\uc740 \ubaa8\ub378\uc744 \ub370\uc774\ud130, API, \uc5c5\ubb34 \uc2dc\uc2a4\ud15c, \ubaa8\ub2c8\ud130\ub9c1, \uc6b4\uc601 \ud504\ub85c\uc138\uc2a4\uc640 \uc5f0\uacb0\ud560 \uc218 \uc788\ub294 \ud300\uc785\ub2c8\ub2e4. \ubaa8\ub378\uc744 \ub9cc\ub4dc\ub294 \uc5ed\ub7c9\ub3c4 \uc5ec\uc804\ud788 \uc911\uc694\ud558\uc9c0\ub9cc, production engineering\uacfc \uc2dc\uc2a4\ud15c \ud1b5\ud569\uc774 \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \ucc28\uc9c0\ud558\ub294 \ube44\uc911\uc774 \uc810\uc810 \ucee4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>\ubca0\ud2b8\ub0a8\uc740 \uc2e4\ud589 \uc778\ub825\uc744 \ud655\uc7a5\ud560 \uc218 \uc788\ub294 \uacf5\uae09 \uae30\ubc18\uc744 \uac16\uace0 \uc788\ub2e4<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\ubca0\ud2b8\ub0a8\uc740 \ub9e4\ub144 \uc57d 5\ub9cc 7\ucc9c \uba85\uc758 IT \uc878\uc5c5\uc0dd\uc744 \ubc30\ucd9c\ud558\uba70, \uc18c\ud504\ud2b8\uc6e8\uc5b4, \ub370\uc774\ud130, AI \uc5d4\uc9c0\ub2c8\uc5b4 \uc778\ub825\uc744 \uacc4\uc18d \ud655\ub300\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc774 \uc778\ub825 \uae30\ubc18\uc740 \uae30\uc5c5\uc774 \ub2e8\uacc4\ubcc4\ub85c \ud300\uc744 \uad6c\uc131\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. PoC\ub294 \uc18c\uaddc\ubaa8 \ud300\uc73c\ub85c \uc2dc\uc791\ud558\uace0, \ud504\ub85c\uc81d\ud2b8\uac00 \ud30c\uc77c\ub7ff\uacfc \uc6b4\uc601 \ub2e8\uacc4\ub85c \ub118\uc5b4\uac00\uba74 \ub370\uc774\ud130 \uc5d4\uc9c0\ub2c8\uc5b4, AI \uc5d4\uc9c0\ub2c8\uc5b4, QA, \ud074\ub77c\uc6b0\ub4dc, MLOps \uc778\ub825\uc744 \ucd94\uac00\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc218\ud559\u00b7\uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uae30\ucd08\uac00 \ud0c4\ud0c4\ud55c <\/span><a href=\"https:\/\/hblabgroup.com\/ko\/vietnam-ai-engineering-kr\/\"><span style=\"font-weight: 400;\">\ubca0\ud2b8\ub0a8 AI \uc5d4\uc9c0\ub2c8\uc5b4\uc758 \uc5ed\ub7c9\uacfc \uc778\uc7ac \ud480<\/span><\/a><span style=\"font-weight: 400;\">\uc774 \uc774\ub7ec\ud55c \ub2e8\uacc4\ubcc4 \ud655\uc7a5\uc744 \ub4b7\ubc1b\uce68\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ud55c\uad6d \uae30\uc5c5\uc5d0\uac8c \ubca0\ud2b8\ub0a8 \uc2dc\uc7a5\uc758 \uac00\uce58\ub294 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc778\ub825 \uacf5\uae09\uacfc \uad6d\uc81c \uae30\uc5c5 \uc2dc\uc2a4\ud15c\uc5d0 \ub300\ud55c \ub51c\ub9ac\ubc84\ub9ac \uacbd\ud5d8\uc744 \ud568\uaed8 \ud655\ubcf4\ud560 \uc218 \uc788\ub2e4\ub294 \ub370 \uc788\uc2b5\ub2c8\ub2e4. \uc778\uc7ac \uaddc\ubaa8\uc640 \ube44\uc6a9 \uad6c\uc870, \uacc4\uc57d \ud615\ud0dc\ub97c \ud568\uaed8 \uac80\ud1a0\ud558\ub824\uba74 <\/span><a href=\"https:\/\/hblabgroup.com\/ko\/%EB%B2%A0%ED%8A%B8%EB%82%A8-ai-%EA%B0%9C%EB%B0%9C%EC%9E%90-%EC%9D%B8%EC%9E%AC-%EC%8B%9C%EC%9E%A5-%EB%B9%84%EC%9A%A9-%ED%8C%8C%ED%8A%B8%EB%84%88%EC%8B%AD-%EC%A0%84%EB%9E%B5\/\"><span style=\"font-weight: 400;\">\ubca0\ud2b8\ub0a8 AI \uac1c\ubc1c\uc790 \uc778\uc7ac \uc2dc\uc7a5\uacfc \ud30c\ud2b8\ub108\uc2ed \uc804\ub7b5<\/span><\/a><span style=\"font-weight: 400;\">\ub97c \ucc38\uace0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><b>\uc65c \ub9ce\uc740 AI \ud504\ub85c\uc81d\ud2b8\uac00 PoC\uc5d0\uc11c \uba48\ucd94\ub294\uac00<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">PoC\ub294 use case\uac00 \uc2e4\ud5d8 \ubc94\uc704 \uc548\uc5d0\uc11c \uc791\ub3d9\ud55c\ub2e4\ub294 \uac83\uc744 \uc99d\uba85\ud569\ub2c8\ub2e4. \uc6b4\uc601\uc740 \uc5ec\uae30\uc5d0 \uc2e4\uc81c \ub370\uc774\ud130, \uc2e4\uc81c \uc0ac\uc6a9\uc790, \uc2e4\uc81c \uc2dc\uc2a4\ud15c, \uc2e4\uc81c \uc6b4\uc601 \uc870\uac74\uc744 \ub354 \uc694\uad6c\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ub450 \ub2e8\uacc4 \uc0ac\uc774\uc758 \uac04\uadf9\uc740 \uc544\ud0a4\ud14d\ucc98, \ub370\uc774\ud130, \ucc45\uc784 \uc18c\uc7ac, \uc6b4\uc601 \uae30\uc900\uc744 \ub4a4\ub2a6\uac8c \ub2e4\ub8f0 \ub54c \uc0dd\uae41\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>PoC\uac00 \uc791\ub3d9\ud574\ub3c4 \uc6b4\uc601\uc5d0\ub294 \ub2e4\ub978 \uc870\uac74\uc774 \ud544\uc694\ud558\ub2e4<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">PoC\ub294 \ubcc4\ub3c4\ub85c \uc815\uc81c\ud55c \ub370\uc774\ud130\uc14b\uacfc \uc18c\uc218 \uc0ac\uc6a9\uc790 \uadf8\ub8f9 \uc704\uc5d0\uc11c \ub3cc\uc544\uac08 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \uc6b4\uc601\uc73c\ub85c \ub118\uc5b4\uac00\uba74 \uc2dc\uc2a4\ud15c\uc740 \uacc4\uc18d \ubcc0\ud558\ub294 \ub370\uc774\ud130 \uc18c\uc2a4\uc640 \uc5f0\uacb0\ub418\uace0, \uc5ec\ub7ec \uc811\uadfc \uad8c\ud55c\uc744 \ucc98\ub9ac\ud558\uba70, \uc694\uccad\ub7c9\uc774 \ub298\uc5b4\ub3c4 \ud488\uc9c8\uc744 \uc720\uc9c0\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ud504\ub85c\uc81d\ud2b8\ub294 \ub204\uac00 \ub370\uc774\ud130\ub97c \uc18c\uc720\ud558\uace0, \ub204\uac00 \ubaa8\ub378 \ubcc0\uacbd\uc744 \uc2b9\uc778\ud558\uba70, \ub204\uac00 \uc624\ub958\ub97c \ucc98\ub9ac\ud558\uace0, \uc5b4\ub5a4 KPI\uac00 \uc2dc\uc2a4\ud15c \ud655\uc7a5 \uc5ec\ubd80\ub97c \uacb0\uc815\ud558\ub294\uc9c0\ub3c4 \uba85\ud655\ud788 \uc815\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">HBLAB Whitepaper\ub294 \ubd84\uc0b0\ub41c \uc2dc\uc2a4\ud15c(fragmented systems), \ubd88\uba85\ud655\ud55c \uc18c\uc720\uad8c(unclear ownership), \uadf8\ub9ac\uace0 \ub370\uc774\ud130\u00b7\uc778\ud504\ub77c\u00b7\uac70\ubc84\ub10c\uc2a4 \uc815\ub82c\uc758 \ubcf5\uc7a1\uc131\uc744 PoC\uc5d0\uc11c \uc6b4\uc601\uae4c\uc9c0\uc758 \uac04\uadf9\uc744 \ub298\ub9ac\ub294 \uc8fc\uc694 \uc6d0\uc778\uc73c\ub85c \uc9c0\ubaa9\ud569\ub2c8\ub2e4(HBLAB Whitepaper, Enterprise AI Roadmap, \u201cFrom Strategy to Execution\u201d).<\/span><\/p>\n<h3><b>PoC\ub294 \ub2e4\uc74c \uc758\uc0ac\uacb0\uc815\uc744 \uc704\ud55c \uadfc\uac70\ub97c \ub9cc\ub4e4\uc5b4\uc57c \ud55c\ub2e4<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\ud6a8\uacfc\uc801\uc778 PoC\uc5d0\ub294 \uba85\ud655\ud55c \ubc94\uc704, \uae30\uac04, \uc0b0\ucd9c\ubb3c\uc774 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">HBLAB Whitepaper\uc758 \ud504\ub808\uc784\uc6cc\ud06c\ub294 \uc57d 6~8\uc8fc \uc548\uc5d0 \ub124 \uac00\uc9c0 \uc791\uc5c5\uc73c\ub85c \uad6c\uc131\ub41c PoC\ub97c \uc81c\uc548\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ubb38\uc81c\uc640 \uc131\uacf5 \uae30\uc900 \uc815\uc758<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud575\uc2ec \uae30\ub2a5 \uac1c\ubc1c \ubc0f \uac80\uc99d<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31 \uc218\uc9d1<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uacb0\uacfc\ub97c \uc6b4\uc601 \ub85c\ub4dc\ub9f5(production roadmap)\uc73c\ub85c \uc885\ud569<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">PoC\uc758 \uacb0\uacfc\ub294 \uc138 \uac00\uc9c0 \uc9c8\ubb38\uc5d0 \ub2f5\ud574\uc57c \ud569\ub2c8\ub2e4. \uae30\uc220\uc801\uc73c\ub85c \uc2e4\ud604 \uac00\ub2a5\ud55c\uac00, \ube44\uc988\ub2c8\uc2a4 \uac00\uce58\ub97c \ub9cc\ub4dc\ub294\uac00, \uc870\uc9c1\uc774 \uc774 \uc194\ub8e8\uc158\uc744 \uc2e4\uc81c \ud658\uacbd\uc5d0 \ub123\uc744 \uc900\ube44\uac00 \ub418\uc5b4 \uc788\ub294\uac00\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI \uc544\uc6c3\uc18c\uc2f1 \ud30c\ud2b8\ub108\ub294 \uac01 \ub2e8\uacc4\uc5d0\uc11c \uc774 \uadfc\uac70\ub97c \uc5b4\ub5bb\uac8c \ub9cc\ub4e4\uc5b4\ub0b4\ub294\uc9c0 \ubcf4\uc5ec\uc904 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2><b>\ubca0\ud2b8\ub0a8 AI \uc544\uc6c3\uc18c\uc2f1 \ud30c\ud2b8\ub108\ub97c \uace0\ub974\ub294 \ub124 \uac00\uc9c0 \uae30\uc900<\/b><\/h2>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-24387\" src=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/08\/\ubca0\ud2b8\ub0a8-AI-\uc544\uc6c3\uc18c\uc2f1_1.png\" alt=\"\ubca0\ud2b8\ub0a8-AI-\uc544\uc6c3\uc18c\uc2f1\" width=\"1366\" height=\"768\" title=\"\" srcset=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/08\/\ubca0\ud2b8\ub0a8-AI-\uc544\uc6c3\uc18c\uc2f1_1.png 1366w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/08\/\ubca0\ud2b8\ub0a8-AI-\uc544\uc6c3\uc18c\uc2f1_1-1024x576.png 1024w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/08\/\ubca0\ud2b8\ub0a8-AI-\uc544\uc6c3\uc18c\uc2f1_1-768x432.png 768w\" sizes=\"(max-width: 1366px) 100vw, 1366px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">\ud3c9\uac00 \uae30\uc900\uc740 use case\uc5d0\uc11c \uc6b4\uc601\uae4c\uc9c0 \uc774\uc5b4\uc9c0\ub294 \uc5ec\uc815\uc744 \ub530\ub77c\uac00\uc57c \ud569\ub2c8\ub2e4. \uc544\ub798 \ub124 \uac00\uc9c0 \uae30\uc900\uc740 \ud30c\ud2b8\ub108\uc758 \uc2e4\ud589 \uc5ed\ub7c9\uc744 \uc810\uac80\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>1. \ub3c4\uba54\uc778 \uc774\ud574\uc640 \ubb38\uc81c \uc815\uc758 \uc5ed\ub7c9<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\ud30c\ud2b8\ub108\ub294 \uc194\ub8e8\uc158\uc744 \uc124\uacc4\ud558\uae30 \uc804\uc5d0 \uc5c5\ubb34 \ud504\ub85c\uc138\uc2a4\ub97c \uc774\ud574\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ub370\uc774\ud130, KPI, \uc0ac\uc6a9\uc790, \uc6b4\uc601 \ubcd1\ubaa9, \uc0b0\uc5c5 \uc81c\uc57d\uc5d0 \uad00\ud55c \uc9c8\ubb38\uc740 AI\uac00 \uac00\uce58\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub294 \ubc94\uc704\ub97c \uaddc\uc815\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc608\ub97c \ub4e4\uc5b4 \uc740\ud589\uc758 \ubb38\uc11c \ucc98\ub9ac use case\ub294 \ucd94\ucd9c(extraction) \uc815\ud655\ub3c4\ubfd0 \uc544\ub2c8\ub77c \ub370\uc774\ud130 \uc811\uadfc \uad8c\ud55c, \uc2b9\uc778 \ud504\ub85c\uc138\uc2a4, \uac10\uc0ac \ucd94\uc801 \uc694\uac74\uae4c\uc9c0 \ud568\uaed8 \ubd10\uc57c \ud569\ub2c8\ub2e4. \uc2e4\ud5d8\uc5d0\uc11c \ub192\uc740 \uc815\ud655\ub3c4\ub97c \ub0b8 \ubaa8\ub378\ub3c4 \uc6b4\uc601\uc5d0 \ub4e4\uc5b4\uac00\uba74 \uc774 \uc870\uac74\ub4e4\uc744 \ucda9\uc871\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">HBLAB Whitepaper\ub294 business understanding\uacfc \ub370\uc774\ud130, KPI, \uc6b4\uc601 \uc81c\uc57d(operational constraints)\uc744 \ubd84\uc11d\ud558\ub294 \ub2a5\ub825\uc744 AI \ud30c\ud2b8\ub108 \ud3c9\uac00 \uae30\uc900\uc5d0 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>2. PoC\uc5d0\uc11c \uc6b4\uc601\uae4c\uc9c0 \uc774\uc5b4\uc9c0\ub294 \uc2e4\ud589 \uc5ed\ub7c9<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\ud30c\ud2b8\ub108\ub294 PoC, \ud30c\uc77c\ub7ff, \ud1b5\ud569, \uc6b4\uc601\uc73c\ub85c \uc774\uc5b4\uc9c0\ub294 \uc5f0\uc18d\uc801\uc778 \ubc30\ud3ec \uc5ed\ub7c9\uc744 \uac16\ucdb0\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc6b4\uc601\uc740 \ub300\uac1c ERP, CRM, \ucf54\uc5b4 \uc2dc\uc2a4\ud15c, \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4, \uc0ac\ub0b4 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc640\uc758 \uc5f0\uacb0\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4. \uadf8\ub798\uc11c \uc2dc\uc2a4\ud15c \ud1b5\ud569 \uacbd\ud5d8\uc740 AI\ub97c \uc2e4\uc81c \ud504\ub85c\uc138\uc2a4\uc5d0 \ub123\uc744 \uc218 \uc788\ub294\uc9c0\uc5d0 \uc9c1\uc811 \uc601\ud5a5\uc744 \uc90d\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uae30\uc5c5\uc740 \ud30c\ud2b8\ub108\uc5d0\uac8c \ubc30\ud3ec \uc544\ud0a4\ud14d\ucc98, \ubaa8\ub2c8\ud130\ub9c1 \ubc29\uc2dd, \ubc84\uc804 \uad00\ub9ac \ubc29\uc2dd, \ubaa8\ub378 \ud488\uc9c8\uc774 \ub5a8\uc5b4\uc84c\uc744 \ub54c\uc758 \ucc98\ub9ac \uc808\ucc28\ub97c \uba85\ud655\ud788 \uc124\uba85\ud558\ub3c4\ub85d \uc694\uad6c\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>3. \ub370\uc774\ud130 \ubcf4\uc548\u00b7\uc9c0\uc801\uc7ac\uc0b0\uad8c\u00b7\uac70\ubc84\ub10c\uc2a4<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">AI \ud30c\ud2b8\ub108\ub294 \uc18c\uc2a4 \ucf54\ub4dc, \uc5c5\ubb34 \ub370\uc774\ud130, \uc0ac\ub0b4 \ubb38\uc11c, \uc6b4\uc601 \uc2dc\uc2a4\ud15c\uc5d0 \uc811\uadfc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc811\uadfc \uad8c\ud55c\uacfc \uc18c\uc720\uad8c\uc740 \uacc4\uc57d \ub2e8\uacc4\uc5d0\uc11c\ubd80\ud130 \uc815\uc758\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ud655\uc778\ud574\uc57c \ud560 \ud56d\ubaa9\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ub370\uc774\ud130 \uc811\uadfc \ubc94\uc704<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc18c\uc2a4 \ucf54\ub4dc, \ubaa8\ub378, \ud504\ub85c\uc81d\ud2b8 \uc0b0\ucd9c\ubb3c\uc758 \uc18c\uc720\uad8c<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ub85c\uae45\uacfc \uac10\uc0ac \ucd94\uc801(audit trail)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ubaa8\ub378 \ubcc0\uacbd \uc808\ucc28<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc0ac\uace0 \ubc1c\uc0dd \uc2dc \ucc45\uc784 \uc18c\uc7ac<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ubb38\uc11c \uc778\uacc4\uc640 \uc9c0\uc2dd \uc774\uc804(knowledge transfer) \uacc4\ud68d<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\uac70\ubc84\ub10c\uc2a4 \uad6c\uc870\uac00 \uba85\ud655\ud560\uc218\ub85d \uc2dc\uc2a4\ud15c \ud655\uc7a5\uacfc \ud30c\ud2b8\ub108 \uad50\uccb4\ub97c \uad00\ub9ac\ud558\uae30 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. \uc704\ud5d8 \ubd84\ub958, \ucc45\uc784, \ub370\uc774\ud130 \uad00\ub9ac\uc5d0 \uad00\ud55c <\/span><a href=\"https:\/\/hblabgroup.com\/ko\/what-is-ai-governance\/\"><span style=\"font-weight: 400;\">AI \uac70\ubc84\ub10c\uc2a4\uc758 \uac1c\ub150\uacfc \uad6d\uc81c \ud45c\uc900<\/span><\/a><span style=\"font-weight: 400;\">\uc744 \ud568\uaed8 \uc0b4\ud3b4\ubcf4\uba74 \uacc4\uc57d \ub2e8\uacc4\uc5d0\uc11c \uc810\uac80\ud560 \ud56d\ubaa9\uc744 \ub354 \uad6c\uccb4\uc801\uc73c\ub85c \uc815\uc758\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>4. \uc5d0\uc774\uc804\ud2f1 AI \ub9ac\uc2a4\ud06c \uad00\ub9ac \uc5ed\ub7c9<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\uc5d0\uc774\uc804\ud2f1 AI\ub294 AI\ub97c \uc81c\uc548\uc744 \ub9cc\ub4dc\ub294 \uc5ed\ud560\uc5d0\uc11c \uc2dc\uc2a4\ud15c \uc548\uc5d0\uc11c \uc2e4\ud589\ud558\ub294 \uc5ed\ud560\ub85c \uc62e\uae41\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">HBLAB Whitepaper\ub294 \uc8fc\ubaa9\ud574\uc57c \ud560 \ub2e4\uc12f \uac00\uc9c0 \ub9ac\uc2a4\ud06c\ub97c \uc815\ub9ac\ud569\ub2c8\ub2e4. \uc5f0\uc1c4 \ucde8\uc57d\uc810(chained vulnerabilities), \uc5d0\uc774\uc804\ud2b8 \uac04 \uc791\uc5c5 \ud655\ub300(cross-agent task escalation), \uac00\uc9dc \uc2e0\uc6d0(synthetic identity), \ucd94\uc801 \ubd88\uac00\ub2a5\ud55c \ub370\uc774\ud130 \ub204\ucd9c(untraceable data leakage), \ub370\uc774\ud130 \uc190\uc0c1 \uc804\ud30c(data corruption propagation)\uc785\ub2c8\ub2e4(HBLAB Whitepaper, Agentic AI Risk Drivers).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc5d0\uc774\uc804\ud2f1 AI \ud30c\ud2b8\ub108\ub97c \ud3c9\uac00\ud560 \ub54c \uae30\uc5c5\uc740 \uc5d0\uc774\uc804\ud2b8 \uad8c\ud55c\uc744 \uc5b4\ub5bb\uac8c \uc81c\ud55c\ud558\uace0, \ud589\ub3d9\uc744 \uc5b4\ub5bb\uac8c \ub85c\uae45\ud558\uba70, \uc5d0\uc2a4\uceec\ub808\uc774\uc158 \uacbd\ub85c\ub97c \uc5b4\ub5bb\uac8c \uc815\uc758\ud558\uace0, \uc5ec\ub7ec \uc5d0\uc774\uc804\ud2b8 \uc0ac\uc774\uc758 \uc624\ub958 \uc804\ud30c\ub97c \uc5b4\ub5bb\uac8c \ucc98\ub9ac\ud558\ub294\uc9c0 \uc694\uad6c\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc774 \uc5ed\ub7c9\uc740 \uc5d0\uc774\uc804\ud2b8 \uc544\ud0a4\ud14d\ucc98\uc640 \ud568\uaed8 \ucc98\uc74c\ubd80\ud130 \uc124\uacc4\ub418\uc5b4\uc57c \ud558\ub294 \uc6b4\uc601 \uc5ed\ub7c9\uc785\ub2c8\ub2e4. \uc790\uc728 \uc2e4\ud589 \ud2b9\uc131\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 <\/span><a href=\"https:\/\/hblabgroup.com\/ko\/ai-agent-development-outsourcing-companies-kr\/\"><span style=\"font-weight: 400;\">\uc5d0\uc774\uc804\ud2f1 AI \uac1c\ubc1c \ud30c\ud2b8\ub108 \ud3c9\uac00 \uae30\uc900<\/span><\/a><span style=\"font-weight: 400;\">\uc740 \uc77c\ubc18\uc801\uc778 AI \ud300 \ud3c9\uac00\uc640 \uad6c\ubd84\ud574\uc11c \ubcfc \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><b>\uc778\ud558\uc6b0\uc2a4, \uc544\uc6c3\uc18c\uc2f1, \ud558\uc774\ube0c\ub9ac\ub4dc: 2026~2030\ub144 \ud300 \ubaa8\ub378 \uc120\ud0dd<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\ud30c\ud2b8\ub108 \uc120\ud0dd\uc740 \uae30\uc5c5\uc774 \uc55e\uc73c\ub85c \uba87 \ub144\uac04 AI \uc5ed\ub7c9\uc744 \uc5b4\ub5bb\uac8c \ubcf4\uc720\ud560\uc9c0\uc640 \uc5f0\uacb0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ub300\ud45c\uc801\uc778 \uc138 \uac00\uc9c0 \ubaa8\ub378\uc740 \uc778\ud558\uc6b0\uc2a4(in-house), \uc544\uc6c3\uc18c\uc2f1(outsourcing), \ud558\uc774\ube0c\ub9ac\ub4dc(hybrid)\uc785\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>\uc778\ud558\uc6b0\uc2a4 AI \ud300<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\uc778\ud558\uc6b0\uc2a4 \ubaa8\ub378\uc740 \uc804\ub7b5, \ub370\uc774\ud130, \uc544\ud0a4\ud14d\ucc98, \uae30\uc220 \uc9c0\uc2dd\uc744 \uae30\uc5c5 \uc548\uc5d0 \ub461\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI \uc218\uc694\uac00 \uc548\uc815\uc801\uc774\uace0, \uc7a5\uae30 \uc608\uc0b0\uc774 \ud655\ubcf4\ub418\uc5b4 \uc788\uc73c\uba70, \ub370\uc774\ud130\ubd80\ud130 AI \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1, MLOps, \uac70\ubc84\ub10c\uc2a4\uae4c\uc9c0 \uc5ec\ub7ec \uc5ed\ud560\uc744 \ucda9\ubd84\ud788 \ucc44\uc6a9\ud560 \uc218 \uc788\ub294 \uc870\uc9c1\uc5d0 \ub9de\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uace0\uc815 \ube44\uc6a9\uc740 \ucc44\uc6a9, \uc778\ub825 \uc720\uc9c0, \uc778\ud504\ub77c, \uadf8\ub9ac\uace0 \uae30\uc220 \ubcc0\ud654 \uc18d\ub3c4\uc5d0 \ub9de\ucd98 \uc5ed\ub7c9 \uc7ac\uad50\uc721\uc5d0 \ub4e4\uc5b4\uac11\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>AI \uc544\uc6c3\uc18c\uc2f1<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\uc544\uc6c3\uc18c\uc2f1\uc740 \uc774\ubbf8 \uae30\uc220\uacfc \ubc30\ud3ec \uacbd\ud5d8\uc744 \uac16\ucd98 \ud300\uc5d0 \uc811\uadfc\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">PoC, \ud30c\uc77c\ub7ff, \ub610\ub294 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc5ed\ub7c9\uc744 \ube60\ub974\uac8c \ub298\ub824\uc57c \ud558\ub294 \ub2e8\uacc4\uc5d0 \ub9de\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\uc740 \ud504\ub85c\uc81d\ud2b8 \ubc94\uc704\uc640 \uc9c4\ud589\uc5d0 \ub530\ub77c \ud300 \uaddc\ubaa8\ub97c \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uae30\uc5c5\uc740 \ubaa9\ud45c\ub97c \uc815\uc758\ud558\uace0, \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uba70, \ud30c\ud2b8\ub108 \uc0b0\ucd9c\ubb3c\uc758 \ud488\uc9c8\uc744 \ud3c9\uac00\ud560 \uc218 \uc788\ub294 \ub0b4\ubd80 \uc5ed\ud560\uc740 \uacc4\uc18d \uc720\uc9c0\ud574\uc57c \ud569\ub2c8\ub2e4. \ud504\ub85c\uc81d\ud2b8 \uae30\ubc18, \uc804\ub2f4\ud300, ODC \ub4f1 <\/span><a href=\"https:\/\/hblabgroup.com\/ko\/ai-outsourcing-model-kr\/\"><span style=\"font-weight: 400;\">AI \uc544\uc6c3\uc18c\uc2f1 \ud300 \ubaa8\ub378\uc758 \uc720\ud615\uacfc \uaddc\ubaa8<\/span><\/a><span style=\"font-weight: 400;\">\ub294 \ud504\ub85c\uc81d\ud2b8 \uc131\uaca9\uc5d0 \ub530\ub77c \uc120\ud0dd\uc774 \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>\ud558\uc774\ube0c\ub9ac\ub4dc AI \ubaa8\ub378<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\ud558\uc774\ube0c\ub9ac\ub4dc\ub294 \uc804\ub7b5, \ub370\uc774\ud130, \uc544\ud0a4\ud14d\ucc98, \uac70\ubc84\ub10c\uc2a4\ub97c \uad00\ub9ac\ud558\ub294 \ucf54\uc5b4 AI \ud300\uc744 \ud074\ub77c\uc774\uc5b8\ud2b8 \ucabd\uc5d0 \ub450\uace0, \ud30c\ud2b8\ub108\uac00 \ub2e8\uacc4\ubcc4\ub85c \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc5ed\ub7c9\uacfc \uc804\ubb38 \uae30\uc220\uc744 \ubcf4\uac15\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">PoC\ub294 \ud30c\ud2b8\ub108 \ub9ac\uc18c\uc2a4\ub97c \ub9ce\uc774 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2dc\uc2a4\ud15c\uc774 \uc6b4\uc601\uc5d0 \ub4e4\uc5b4\uac00\uba74 \uc9c0\uc2dd \uc774\uc804\uc744 \ud1b5\ud574 \ub0b4\ubd80 \ucf54\uc5b4 \ud300\uc758 \uc18c\uc720 \ubc94\uc704\ub97c \uc810\ucc28 \ub298\ub9bd\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">HBLAB Whitepaper\ub294 \ud558\uc774\ube0c\ub9ac\ub4dc\ub97c \ubc30\ud3ec \uc18d\ub3c4\uc640 \uc7a5\uae30 \ud1b5\uc81c\ub825\uc744 \ud568\uaed8 \ud655\ubcf4\ud574\uc57c \ud558\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud55c \ubaa8\ub378\ub85c \ubd05\ub2c8\ub2e4. \uc870\uc9c1 \ubaa8\ub378\ub85c\uc11c\uc758 \ud558\uc774\ube0c\ub9ac\ub4dc AI \ubaa8\ub378\uc774 2026~2030\ub144\uc5d0 \uc9c0\ubc30\uc801 \ucd94\uc138\uac00 \ub418\ub294 \ubc30\uacbd\uc740 \ubcc4\ub3c4\ub85c \uc790\uc138\ud788 \ub2e4\ub8f9\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uadf8\ub798\uc11c \ud300\uc744 \uc124\uacc4\ud560 \ub54c\uc758 \uc2e4\uc9c8\uc801 \uc9c8\ubb38\uc740 \uc774\uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\uc5b4\ub5a4 \uc5ed\ub7c9\uc744 \ucf54\uc5b4 \ud300\uc5d0 \uc624\ub798 \ub450\uc5b4\uc57c \ud558\uace0, \uc5b4\ub5a4 \uc5ed\ub7c9\uc744 \ud30c\ud2b8\ub108\uc5d0\uac8c\uc11c \uc720\uc5f0\ud558\uac8c \ubcf4\uac15\ud560 \uac83\uc778\uac00?<\/b><\/p>\n<h2><b>HBLAB\uc774 AI\ub97c PoC\uc5d0\uc11c \uc6b4\uc601\uc73c\ub85c \uc62e\uae30\ub294 \ubc29\uc2dd<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">HBLAB\uc740 \uad6d\uc81c \uace0\uac1d\uc744 \ub300\uc0c1\uc73c\ub85c \ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uacfc \uc2dc\uc2a4\ud15c \ud1b5\ud569 \uc704\uc5d0 AI \ub51c\ub9ac\ubc84\ub9ac \ubaa8\ub378\uc744 \uad6c\ucd95\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc774 \uc5ed\ub7c9\uc740 \uae30\uc5c5 \uc6b4\uc601, SDLC, \uace0\uac1d \uc11c\ube44\uc2a4, \ub370\uc774\ud130 \ucc98\ub9ac\uc640 \uad00\ub828\ub41c use case\uc5d0\uc11c \uc0dd\uc131\ud615 AI, RAG, \uc5d0\uc774\uc804\ud2f1 AI\uc5d0 \uc801\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>IT \uc544\uc6c3\uc18c\uc2f1 \uacbd\ud5d8\uacfc AI \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc744 \uc5f0\uacb0\ud55c\ub2e4<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">AI \uc6b4\uc601 \ud504\ub85c\uc81d\ud2b8\ub294 \uc5ec\ub7ec \uae30\uc220 \uacc4\uce35\uc774 \ud568\uaed8 \uc791\ub3d9\ud574\uc57c \ud569\ub2c8\ub2e4. \ub370\uc774\ud130, \ubaa8\ub378, API, \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uae30\uc5c5 \uc2dc\uc2a4\ud15c, \ubcf4\uc548, \ubaa8\ub2c8\ud130\ub9c1\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">HBLAB\uc740 AI \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc744 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uacfc \uc2dc\uc2a4\ud15c \ud1b5\ud569 \uacbd\ud5d8\uacfc \uacb0\ud569\ud574 \uc774 \uacc4\uce35\ub4e4\uc744 \ud558\ub098\uc758 \ub51c\ub9ac\ubc84\ub9ac \ud750\ub984 \uc548\uc5d0\uc11c \ucc98\ub9ac\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc774 \uc811\uadfc\uc740 \uace0\uac1d\uc774 \uc2e4\uc81c\ub85c \uc6b4\uc601 \uc911\uc778 \uc2dc\uc2a4\ud15c\uacfc \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 AI\ub97c \ub123\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud558\uba70, KPI\uc640 \ucc45\uc784 \ubc94\uc704\ub294 \ub2e8\uacc4\ubcc4\ub85c \uc815\uc758\ub429\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>\ud074\ub77c\uc774\uc5b8\ud2b8 \ucf54\uc5b4 \ud300\uacfc HBLAB\uc758 \uc5ed\ud560\uc744 \uad6c\ubd84\ud55c\ub2e4<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\ud558\uc774\ube0c\ub9ac\ub4dc \ubaa8\ub378\uc5d0\uc11c \ud074\ub77c\uc774\uc5b8\ud2b8 \ud300\uc740 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c, \ub370\uc774\ud130 \uc18c\uc720\uad8c, \uac70\ubc84\ub10c\uc2a4, \uc8fc\uc694 \uc758\uc0ac\uacb0\uc815\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">HBLAB \ud300\uc740 \ud504\ub85c\uc81d\ud2b8 \ubc94\uc704\uc5d0 \ub9de\ub294 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ubd80\ubd84\uc744 \uc124\uacc4, \uac1c\ubc1c, \ud1b5\ud569, \ud655\uc7a5, \uc6b4\uc601\uae4c\uc9c0 \ub2f4\ub2f9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc5ed\ud560\uc744 \ucc98\uc74c\ubd80\ud130 \uad6c\ubd84\ud558\uba74 \uace0\uac1d\uc740 \ud1b5\uc81c\uad8c\uc744 \uc720\uc9c0\ud558\uba74\uc11c AI \ub85c\ub4dc\ub9f5 \ub2e8\uacc4\uc5d0 \ub530\ub77c \uae30\uc220 \ub9ac\uc18c\uc2a4\ub97c \uc720\uc5f0\ud558\uac8c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubb34\ub8cc AI \uc218\uc694 \ucee8\uc124\ud305\uc5d0\uc11c \ub9de\ucda4\ud615 \ud30c\uc77c\ub7ff\uc744 \uac70\uccd0 \uc804\ub2f4\ud300\uc73c\ub85c \uc804\ud658\ud558\ub294 <\/span><a href=\"https:\/\/hblabgroup.com\/ko\/%EB%B2%A0%ED%8A%B8%EB%82%A8-ai-%EB%8F%84%EC%9E%85-%ED%98%84%ED%99%A9\/\"><span style=\"font-weight: 400;\">\ud55c\uad6d \uae30\uc5c5\uc758 \ubca0\ud2b8\ub0a8 AI \uc9c4\uc785 3\ub2e8\uacc4<\/span><\/a><span style=\"font-weight: 400;\">\uac00 \uc774\ub7ec\ud55c \ud611\uc5c5 \uad6c\uc870\ub97c \ub2e8\uacc4\ubcc4\ub85c \uad6c\uccb4\ud654\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>HBLAB\uc758 AI \uc81c\ud488\uc740 \uc2e4\uc81c \uc5c5\ubb34 \uc801\uc6a9\uc744 \uc911\uc2ec\uc73c\ub85c \uc124\uacc4\ub41c\ub2e4<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">M-Workspace\ub294 \ud504\ub85c\uc81d\ud2b8 \ub0b4 \uac01 \uc5ed\ud560\uc5d0 \uc5f0\uacb0\ub41c AI \uc5d0\uc774\uc804\ud2b8\ub85c \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uc870\uc728\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M-RAG\ub294 \ubb38\uc11c \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc9c8\uc758\ub97c \uc9c0\uc6d0\ud558\uace0 reasoning\uc774 \ud544\uc694\ud55c \uc9c8\ubb38\uc744 \ucc98\ub9ac\ud558\uba70, \ucd9c\ucc98 \ubb38\uc11c\uc5d0 \ud3ec\ud568\ub41c \uc815\ubcf4\ub9cc \uc81c\uacf5\ud574 \ud5c8\uc704 \uc815\ubcf4 \uc704\ud5d8\uc744 \uc904\uc785\ub2c8\ub2e4. M-OCR\ub294 \ud074\ub77c\uc6b0\ub4dc, \uc5e3\uc9c0, \ubaa8\ubc14\uc77c \ub4f1 \uc5ec\ub7ec \ud658\uacbd\uc5d0\uc11c \ud14d\uc2a4\ud2b8 \uc778\uc2dd\uacfc \ub370\uc774\ud130 \ucd94\ucd9c\uc744 \ucc98\ub9ac\ud569\ub2c8\ub2e4. M-Avatar\ub294 \uc774\ubbf8\uc9c0\uc640 \uc74c\uc131\uc744 \ud65c\uc6a9\ud55c \uc2e4\uc2dc\uac04 \ub300\ud654\ud615 use case\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc774 \uc81c\ud488\ub4e4\uc740 \ub370\uc774\ud130 \uc785\ub825, \uc9c0\uc2dd \uac80\uc0c9(knowledge retrieval), \uc6cc\ud06c\ud50c\ub85c\uc6b0, \uc0c1\ud638\uc791\uc6a9 \uacc4\uce35\uae4c\uc9c0 \uc774\uc5b4\uc9c0\ub294 \uc5ed\ub7c9 \ubc94\uc704\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4(HBLAB Whitepaper, SDLC section).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201c\ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\uc5d0 \ubd80\ud569\ud558\uc9c0 \uc54a\uc73c\uba74 \ubc30\ud3ec\ud558\uc9c0 \uc54a\ub294\ub2e4\u201d\ub294 HBLAB\uc758 \uc6d0\uce59\uc740 PoC\uc5d0\uc11c 60%\uac00 \uba48\ucd94\ub294 \ubb38\uc81c\uc640 \uc9c1\uc811 \ub9de\ub2ff\uc544 \uc788\uc2b5\ub2c8\ub2e4. \ube44\uc988\ub2c8\uc2a4 \uac00\uce58\ub97c \uae30\uc220\ubcf4\ub2e4 \uc55e\uc5d0 \ub450\ub294 \ud30c\ud2b8\ub108\ub294 \ud55c\uad6d \uae30\uc5c5\uc774 \uac00\uc7a5 \uc6b0\ub824\ud558\ub294 \ub9ac\uc2a4\ud06c\ub97c \uc904\uc774\ub294 \ud30c\ud2b8\ub108\uc774\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><a href=\"https:\/\/hblabgroup.com\/ko\/ai-solutions\/\"><b>HBLAB\uc758 AI \uc194\ub8e8\uc158\uc744 \ud655\uc778\ud558\uc138\uc694!<\/b><\/a><\/p>\n<h2><b>\ub9c8\ubb34\ub9ac<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\uae30\uc5c5\uc774 \ubca0\ud2b8\ub0a8 AI \uc544\uc6c3\uc18c\uc2f1 \ud30c\ud2b8\ub108\ub97c \uac00\uc7a5 \ud6a8\uacfc\uc801\uc73c\ub85c \ud3c9\uac00\ud558\ub294 \ubc29\ubc95\uc740 \uad6c\uccb4\uc801\uc778 use case\uc5d0\uc11c \uc2dc\uc791\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ud30c\ud2b8\ub108\uc5d0\uac8c \ub2e4\uc74c\uc744 \uba85\ud655\ud788 \uc81c\uc2dc\ud558\ub3c4\ub85d \uc694\uad6c\ud558\uc2ed\uc2dc\uc624.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc5b4\ub5a4 \ub370\uc774\ud130\ub97c \uc900\ube44\ud574\uc57c \ud558\ub294\uac00<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc5b4\ub5a4 KPI\uac00 PoC \uc131\uacf5\uc744 \uacb0\uc815\ud558\ub294\uac00<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc6b4\uc601\uc73c\ub85c \ub118\uc5b4\uac08 \ub54c \uc5b4\ub5a4 \uc2dc\uc2a4\ud15c\uacfc \ud1b5\ud569\ud574\uc57c \ud558\ub294\uac00<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ub370\uc774\ud130, \ubaa8\ub378, \uc6b4\uc601 \uc758\uc0ac\uacb0\uc815\uc744 \ub204\uac00 \uc18c\uc720\ud558\ub294\uac00<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud504\ub85c\uc81d\ud2b8\uac00 \ud655\uc7a5\ub420 \ub54c \ud300\uacfc \uc9c0\uc2dd\uc774 \uc5b4\ub5bb\uac8c \uc774\uc804\ub418\ub294\uac00<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\uc774 \ub2e4\uc12f \uac00\uc9c0 \uc9c8\ubb38\uc740 \ub370\ubaa8 \uc5ed\ub7c9\uacfc \uc2e4\uc81c \ub51c\ub9ac\ubc84\ub9ac \uc5ed\ub7c9\uc744 \uad6c\ubd84\ud574 \uc90d\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">HBLAB\uc758 Whitepaper <\/span><b>\uc9c0\uc18d \uac00\ub2a5\ud55c AI \uc804\ud658(Sustainable AI Transformation) <\/b><span style=\"font-weight: 400;\">\uc740 \uc900\ube44\ub3c4(Readiness), Use Case, PoC\/\ud30c\uc77c\ub7ff, \ud655\uc7a5 \ubc0f \ud1b5\ud569(Scale &amp; Integration)\uc5d0 \uc774\ub974\ub294 AI \ub85c\ub4dc\ub9f5\uacfc \ud568\uaed8, \uc138 \uac00\uc9c0 AI \ud300 \ubaa8\ub378\uacfc \ud30c\ud2b8\ub108 \ud3c9\uac00 \uae30\uc900\uc744 \uc790\uc138\ud788 \ub2e4\ub8f9\ub2c8\ub2e4.<\/span><\/p>\n<h2><b>\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38 (FAQ)<\/b><\/h2>\n<h3><b>\ubca0\ud2b8\ub0a8 AI \uc544\uc6c3\uc18c\uc2f1 \ud30c\ud2b8\ub108\ub97c \uace0\ub97c \ub54c \uac00\uc7a5 \uba3c\uc800 \ud655\uc778\ud574\uc57c \ud560 \uac83\uc740 \ubb34\uc5c7\uc778\uac00\uc694?<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\uad6c\uccb4\uc801\uc778 use case\uc640 \ub370\uc774\ud130 \uc900\ube44 \uc0c1\ud0dc\uc785\ub2c8\ub2e4. \ud30c\ud2b8\ub108\uac00 \ubb38\uc81c \uc815\uc758, \uc0ac\uc6a9 \ub370\uc774\ud130, KPI, \uc608\uc678 \ucc98\ub9ac \ubc29\uc2dd\uc744 \ud568\uaed8 \uc124\uacc4\ud560 \uc218 \uc788\ub294\uc9c0\uac00 \uc774\ud6c4 PoC \ud3c9\uac00\uc640 \uc6b4\uc601 \uc804\ud658\uc758 \uae30\uc900\uc774 \ub429\ub2c8\ub2e4. \uae30\uc220 \ubaa9\ub85d\ubcf4\ub2e4 \ub370\uc774\ud130\uc640 \ubb38\uc81c \uc815\uc758\ub97c \ub2e4\ub8e8\ub294 \uc5ed\ub7c9\uc744 \uba3c\uc800 \ud655\uc778\ud558\ub294 \ud3b8\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>AI \ud504\ub85c\uc81d\ud2b8\ub294 \uc65c PoC\uc5d0\uc11c \uc790\uc8fc \uba48\ucd94\ub098\uc694?<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\uc2e4\ud328\uc758 \ub300\ubd80\ubd84\uc740 \uae30\uc220\uc774 \uc544\ub2c8\ub77c \uae30\ud68d, \ub370\uc774\ud130, \uc18c\ud1b5\uc758 \uaca9\ucc28\uc5d0\uc11c \ube44\ub86f\ub429\ub2c8\ub2e4. \uc544\ud0a4\ud14d\ucc98, \ub370\uc774\ud130 \uc18c\uc720\uad8c, \ucc45\uc784 \uc18c\uc7ac, \uc6b4\uc601 \uae30\uc900\uc744 \ub4a4\ub2a6\uac8c \ub2e4\ub8e8\uba74 PoC\uac00 \uc791\ub3d9\ud574\ub3c4 \uc2e4\uc81c \uc6b4\uc601\uc73c\ub85c \ub118\uc5b4\uac00\uc9c0 \ubabb\ud569\ub2c8\ub2e4. \uac01 \ub2e8\uacc4\uc5d0\uc11c \uadfc\uac70\ub97c \ub9cc\ub4e4\uace0 6~8\uc8fc \uc548\uc5d0 \uc6b4\uc601 \ub85c\ub4dc\ub9f5\uae4c\uc9c0 \uc885\ud569\ud558\ub294 PoC \uc124\uacc4\uac00 \uc774 \uac04\uadf9\uc744 \uc904\uc785\ub2c8\ub2e4.<\/span><\/p>\n<h3><b>\uc778\ud558\uc6b0\uc2a4, AI \uc544\uc6c3\uc18c\uc2f1, \ud558\uc774\ube0c\ub9ac\ub4dc \uc911 \ubb34\uc5c7\uc744 \uc120\ud0dd\ud574\uc57c \ud558\ub098\uc694?<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\ud504\ub85c\uc81d\ud2b8 \uc131\uaca9, AI \uc131\uc219\ub3c4, \uc608\uc0b0 \uad6c\uc870, \uc7a5\uae30 \uc804\ub7b5\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4. \ucf54\uc5b4 \ud300\uc5d0 \uc624\ub798 \ub450\uc5b4\uc57c \ud560 \uc5ed\ub7c9(\uc804\ub7b5, \ub370\uc774\ud130, \uac70\ubc84\ub10c\uc2a4)\uacfc \ud30c\ud2b8\ub108\uc5d0\uac8c\uc11c \uc720\uc5f0\ud558\uac8c \ubcf4\uac15\ud560 \uc5ed\ub7c9(\uc5d4\uc9c0\ub2c8\uc5b4\ub9c1, \ud655\uc7a5)\uc744 \uad6c\ubd84\ud558\ub294 \uac83\uc774 \ucd9c\ubc1c\uc810\uc785\ub2c8\ub2e4. 2026~2030\ub144\uc5d0\ub294 \ud1b5\uc81c\uad8c\uc740 \ub0b4\ubd80\uc5d0 \ub450\uace0 \uc2e4\ud589\uacfc \ud655\uc7a5\uc740 \ud30c\ud2b8\ub108\uac00 \ub9e1\ub294 \ud558\uc774\ube0c\ub9ac\ub4dc AI \ubaa8\ub378\uc774 \uc801\ud569\ud55c \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud55c\uad6d \uae30\uc5c5\uc774 \ubca0\ud2b8\ub0a8\uc5d0\uc11c AI \uc544\uc6c3\uc18c\uc2f1 \ud30c\ud2b8\ub108\ub97c \ucc3e\uc744 \ub54c \ud575\uc2ec \uc9c8\ubb38\uc740 \u201c\uc5b4\ub290 \uc5c5\uccb4\uac00 Top 10\uc5d0 \ub4e4\uc5b4\uac00\ub294\uac00\u201d\uac00 \uc544\ub2d9\ub2c8\ub2e4. use case\ub97c \uc544\uc774\ub514\uc5b4\uc5d0\uc11c PoC, [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":24388,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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