{"id":23261,"date":"2025-08-07T06:12:54","date_gmt":"2025-08-07T06:12:54","guid":{"rendered":"https:\/\/www.globalresearch.co.kr\/insight\/?p=23261"},"modified":"2026-09-13T03:36:35","modified_gmt":"2026-09-12T18:36:35","slug":"ai-agents-market-mam-2","status":"publish","type":"post","link":"https:\/\/www.globalresearch.co.kr\/insight\/ai-agents-market-mam-2\/","title":{"rendered":"\uc138\uacc4\uc758 AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5 (~2030\ub144) : \uc0dd\uc0b0\uc131 \ubc0f \uac1c\uc778 \ube44\uc11c, \uc601\uc5c5, \ub9c8\ucf00\ud305, \ucf54\ub4dc \uc0dd\uc131"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-23262\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-145210.png\" alt=\"\" width=\"951\" height=\"830\" srcset=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-145210.png 951w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-145210-300x262.png 300w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-145210-768x670.png 768w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-145210-230x201.png 230w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-145210-350x305.png 350w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-145210-480x419.png 480w\" sizes=\"(max-width: 951px) 100vw, 951px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>AI \uc5d0\uc774\uc804\ud2b8\ub294 \uc785\ub825 \ub370\uc774\ud130\uc5d0 \ub530\ub77c \uc791\uc5c5\uc744 \uc218\ud589\ud558\uac70\ub098 \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud504\ub85c\uadf8\ub7a8\uc785\ub2c8\ub2e4. \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uae30\uacc4 \ud559\uc2b5, \ucef4\ud4e8\ud130 \ube44\uc804 \ub4f1\uc758 \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec, \uc774\ub7ec\ud55c \uc5d0\uc774\uc804\ud2b8\ub294 \uc815\uc758\ub41c \ud658\uacbd\uc5d0\uc11c \uc791\ub3d9\ud558\uba70, \uc0ac\uc6a9\uc790\uc640 \uc2dc\uc2a4\ud15c\uacfc \uc0c1\ud638 \uc791\uc6a9\ud558\uc5ec \ud2b9\uc815 \ubaa9\ud45c\ub97c \ub2ec\uc131\ud569\ub2c8\ub2e4. AI \uc5d0\uc774\uc804\ud2b8\ub294 \uc644\uc804 \uc790\uc728 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ub54c\ub54c\ub85c \uc548\ub0b4\uac00 \ud544\uc694\ud55c \ubc18\uc790\uc728 \uc2dc\uc2a4\ud15c\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud558\uba70, \uace0\uac1d \uc11c\ube44\uc2a4, \ubc31\uc5d4\ub4dc \uc790\ub3d9\ud654 \ubc0f \uc758\uc0ac \uacb0\uc815 \uc9c0\uc6d0\uc5d0 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h3>AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5\uc758 \ub9e4\ub825\uc801\uc778 \uae30\ud68c<\/h3>\n<h4><b>\ubd81\ubbf8<\/b><\/h4>\n<p>\ubd81\ubbf8\uc758 AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5\uc740 \ud6a8\uc728\uc131 \ubc0f \uace0\uac1d \ucc38\uc5ec \uac1c\uc120\uc744 \uc704\ud55c \uc774\ub7ec\ud55c \uae30\uc220\uc758 \ucc44\ud0dd\uc5d0 \ud798\uc785\uc5b4 \uc8fc\ubaa9\ud560 \ub9cc\ud55c \uc131\uc7a5\uc744 \ubcf4\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uacc4 \ud559\uc2b5 \ubc0f \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \ubc1c\uc804\uc73c\ub85c AI \uc5d0\uc774\uc804\ud2b8\uc758 \uc815\uad50\ud568\uc774 \ud5a5\uc0c1\ub418\uc5b4 \ub354\uc6b1 \uac1c\uc778\ud654\ub418\uace0 \uc9c0\ub2a5\uc801\uc778 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \uc2dc\uc7a5\uc740 \uae30\uc874 \uae30\uc5c5\uacfc \uc2e0\uc0dd \uae30\uc5c5 \ubaa8\ub450 \uc9c0\uc18d\uc801\uc778 \ud601\uc2e0\uc744 \ucd94\uc9c4\ud558\uba74\uc11c \uacbd\uc7c1\uc774 \uce58\uc5f4\ud55c \uc0c1\ud0dc\uc785\ub2c8\ub2e4.<\/p>\n<p>\ubd81\ubbf8\uc5d0\uc11c\ub294 \uc5ec\ub7ec \uc0b0\uc5c5\uc5d0\uc11c \uace0\uac1d \uc11c\ube44\uc2a4\uc5d0 AI \uc5d0\uc774\uc804\ud2b8\ub97c \ucc44\ud0dd\ud558\ub294 \uacbd\uc6b0\uac00 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \uace0\uac1d \ubb38\uc758 \ucc98\ub9ac, \uc2e4\uc2dc\uac04 \uc9c0\uc6d0, \uc77c\uc0c1\uc801\uc778 \uc0c1\ud638 \uc791\uc6a9 \uad00\ub9ac\ub97c \uc704\ud574 AI \uc5d0\uc774\uc804\ud2b8\ub97c \uc810\uc810 \ub354 \ub9ce\uc774 \ud65c\uc6a9\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ub192\uc774\ub294 \ub3d9\uc2dc\uc5d0 \uc778\uac04 \uc11c\ube44\uc2a4 \ub2f4\ub2f9\uc790\uc758 \ubd80\ub2f4\uc744 \uc904\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud30c\ud2b8\ub108\uc2ed, \ud611\uc5c5 \ubc0f \uc81c\ud488 \ucd9c\uc2dc\ub294 \ud5a5\ud6c4 5\ub144 \ub3d9\uc548 \uc2dc\uc7a5 \ucc38\uc5ec\uc790\ub4e4\uc5d0\uac8c \uc720\ub9ac\ud55c \uae30\ud68c\ub97c \uc81c\uacf5\ud560 \uac83\uc785\ub2c8\ub2e4. \uc601\uc5c5, \ub9c8\ucf00\ud305, \uace0\uac1d \uc9c0\uc6d0 \ubc0f \uc11c\ube44\uc2a4, \ucf54\ub529 \ubc0f \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc5d0 \uac78\uce5c \uc5d0\uc774\uc804\ud2b8 \uc5ed\ud560\uc774 \uc8fc\ubaa9\uc744 \ubc1b\uc744 \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \ud2b8\ub80c\ub4dc\ub294 \uc77c\uc0c1\uc801\uc778 \uc791\uc5c5\uc744 \uc790\ub3d9\ud654\ud558\uace0 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \ucd5c\uc801\ud654\ud558\uae30 \uc704\ud574 AI \uc5d0\uc774\uc804\ud2b8\uc758 \uc0ac\uc6a9\uc774 \uc99d\uac00\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \ub370\uc774\ud130 \uc785\ub825 \ubc0f \uc77c\uc815 \uad00\ub9ac\uc640 \uac19\uc740 \uc791\uc5c5\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud574 \uc774\ub7ec\ud55c \uc5d0\uc774\uc804\ud2b8\ub97c \uc810\uc810 \ub354 \ub9ce\uc774 \ubc30\ud3ec\ud558\uc5ec \uc9c1\uc6d0\ub4e4\uc774 \ub354 \ub192\uc740 \uac00\uce58\uc758 \ud65c\ub3d9\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>NLP\uac00 \uc810\uc810 \uc815\uad50\ud574\uc9d0\uc5d0 \ub530\ub77c AI \uc5d0\uc774\uc804\ud2b8\ub294 \uc774\uc81c \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \ub354 \uc815\ud655\ud558\uace0 \ubb38\ub9e5\uc5d0 \ub9de\uac8c \uc774\ud574\ud558\uace0 \uc751\ub2f5\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ucd94\uc138\ub85c \uc778\ud574 AI \uc5d0\uc774\uc804\ud2b8\uac00 \ubcf5\uc7a1\ud55c \ubb38\uc758\ub97c \ucc98\ub9ac\ud558\uace0 \uc778\uac04\uacfc \uac19\uc740 \ub300\ud654\ub97c \uc720\uc9c0\ud560 \uc218 \uc788\ub294 \ubcf4\ub2e4 \ud6a8\uacfc\uc801\uc778 \uace0\uac1d \uc11c\ube44\uc2a4 \uc194\ub8e8\uc158\uc774 \uac00\ub2a5\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>AI\uac00 AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5<\/h3>\n<h4><b>\ud5a5\uc0c1\ub41c \ucee4\ubba4\ub2c8\ucf00\uc774\uc158 \ubc0f \uc0c1\ud638 \uc791\uc6a9<\/b><\/h4>\n<p>\uc0dd\uc131 AI\ub294 AI \uc5d0\uc774\uc804\ud2b8\uac00 \ubcf4\ub2e4 \uc790\uc5f0\uc2a4\ub7fd\uace0 \uc778\uac04\uacfc \uac19\uc740 \ub300\ud654\ub97c \ud560 \uc218 \uc788\uac8c \ud558\uc5ec \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uc758 \ud488\uc9c8\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n<h4><b>\uac1c\uc778\ud654\ub41c \uacbd\ud5d8<\/b><\/h4>\n<p>AI \uc5d0\uc774\uc804\ud2b8\ub294 \uc0dd\uc131\ud615 AI\ub97c \uc0ac\uc6a9\ud558\uc5ec \uace0\ub3c4\ub85c \ub9de\ucda4\ud654\ub41c \uacbd\ud5d8\uc744 \uc81c\uacf5\ud558\uc5ec \uc0ac\uc6a9\uc790 \ub9cc\uc871\ub3c4\uc640 \ucc38\uc5ec\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4.<\/p>\n<h4><b>\uc790\ub3d9\ud654\ub41c \ucf58\ud150\uce20 \uc0dd\uc131<\/b><\/h4>\n<p>\uc0dd\uc131\ud615 AI\ub97c \ud1b5\ud574 AI \uc5d0\uc774\uc804\ud2b8\ub294 \ub2e4\uc591\ud558\uace0 \uace0\ud488\uc9c8\uc758 \ucf58\ud150\uce20\ub97c \uc790\uc728\uc801\uc73c\ub85c \uc81c\uc791\ud560 \uc218 \uc788\uc5b4 \ucf58\ud150\uce20 \uc81c\uc791 \ud504\ub85c\uc138\uc2a4\uac00 \uac04\uc18c\ud654\ub429\ub2c8\ub2e4.<\/p>\n<h4><b>\ucc3d\uc758 \ubc0f \ub514\uc790\uc778 \uc9c0\uc6d0<\/b><\/h4>\n<p>\uc0dd\uc131 AI\ub294 AI \uc5d0\uc774\uc804\ud2b8\uc758 \ucc3d\uc758\uc801\uc778 \uc791\uc5c5\uacfc \ub514\uc790\uc778 \ud504\ub85c\ud1a0\ud0c0\uc774\ud551\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc81c\ud488 \uac1c\ubc1c\uc744 \uac00\uc18d\ud654\ud569\ub2c8\ub2e4.<\/p>\n<h4><b>\uc2e4\uc2dc\uac04 \uc758\uc0ac \uacb0\uc815 \uc9c0\uc6d0<\/b><\/h4>\n<p>AI \uc5d0\uc774\uc804\ud2b8\ub294 \uc0dd\uc131 AI\ub97c \ud65c\uc6a9\ud558\uc5ec \ub3d9\uc801\uc778 \ud658\uacbd\uc5d0\uc11c \ubcf4\ub2e4 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc801\uc2dc\uc758 \uc758\uc0ac \uacb0\uc815 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<h4><b>\uc6cc\ud06c\ud50c\ub85c\uc6b0 \uc790\ub3d9\ud654<\/b><\/h4>\n<p>\uc0dd\uc131 AI\ub97c \ud1b5\ud574 AI \uc5d0\uc774\uc804\ud2b8\ub294 \ubc18\ubcf5\uc801\uc778 \uc791\uc5c5\uc744 \uc790\ub3d9\ud654\ud558\uc5ec \ud6a8\uc728\uc131\uc744 \uac1c\uc120\ud558\uace0 \uc778\uc801 \uc790\uc6d0\uc744 \ub354 \ub192\uc740 \uac00\uce58\uc758 \uc5c5\ubb34\uc5d0 \ud560\ub2f9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uae00\ub85c\ubc8c AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5 \uc5ed\ud559<\/h3>\n<h4><b>\ub3d9\uc778: \uc5d4\ud130\ud504\ub77c\uc774\uc988\uae09 \uc790\ub3d9\ud654 \ub3c4\uad6c\uc640 AI \uc5d0\uc774\uc804\ud2b8\uc758 \ud1b5\ud569 \uc99d\uac00<\/b><\/h4>\n<p>AI \uc5d0\uc774\uc804\ud2b8\uac00 \ub300\uaddc\ubaa8 \uc790\ub3d9\ud654 \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\ub294 \uac83\uc740 AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5\uc5d0\uc11c \uc911\uc694\ud55c \uc694\uc778\uc73c\ub85c \ubd80\uc0c1\ud558\uba70, \ub2e4\uc591\ud55c \uc6b4\uc601 \uc601\uc5ed\uc5d0\uc11c \uae30\uc5c5 \uae30\ub2a5\uc744 \ud06c\uac8c \uac1c\uc120\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI \uc5d0\uc774\uc804\ud2b8\ub97c \ud65c\uc6a9\ud558\uc5ec \uae30\uc5c5\uc740 \ub2e4\uc591\ud55c \ubcf5\uc7a1\ud55c \ud504\ub85c\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uace0 \uc218\uc791\uc5c5\uc758 \uac1c\uc785\uc744 \ucd5c\uc18c\ud654\ud558\uc5ec \uc778\uc801 \uc624\ub958\uc758 \uc704\ud5d8\uc744 \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc740\ud589 \uc11c\ube44\uc2a4\uc5d0\uc11c \uc790\ub3d9\ud654 \ud50c\ub7ab\ud3fc\uc5d0 \ud1b5\ud569\ub41c AI \uc5d0\uc774\uc804\ud2b8\ub294 \uc0ac\uae30 \uac10\uc9c0\ubd80\ud130 \uace0\uac1d \uc9c0\uc6d0 \ubc0f \uaddc\uc815 \uc900\uc218 \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc791\uc5c5\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc218\ud589\ud569\ub2c8\ub2e4. MnM\uc758 \ucd94\uc815\uc5d0 \ub530\ub974\uba74 AI \uae30\ubc18 \uc790\ub3d9\ud654\ub97c \ud1b5\ud574 \uc0dd\uc0b0\uc131\uc774 20~30% \ud5a5\uc0c1\ub420 \uc218 \uc788\uc73c\uba70, \uc774\ub7ec\ud55c \ubcc0\ud654\uc758 \ub300\ubd80\ubd84\uc740 AI \uc5d0\uc774\uc804\ud2b8\uac00 \ub2f4\ub2f9\ud560 \uac83\uc73c\ub85c \ubcf4\uc785\ub2c8\ub2e4. \uc774 \ubd84\uc57c\uc758 \uc120\ub450 \uae30\uc5c5\uc778 UiPath\uc640 Blue Prism\uc740 \uc790\ub3d9\ud654 \ud504\ub85c\uc81d\ud2b8\ub97c \ube44\uc988\ub2c8\uc2a4 \uacbd\uacc4\ub97c \ub118\uc5b4 \uc911\ub2e8 \uc5c6\uc774 \ud655\uc7a5\ud560 \uc218 \uc788\ub3c4\ub85d RPA \ub3c4\uad6c\uc5d0 AI \uae30\ub2a5\uc744 \ud1b5\ud569\ud558\uae30 \uc2dc\uc791\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc6c0\uc9c1\uc784\uc740 OPEX\ub97c \uc808\uac10\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c AI \uc5d0\uc774\uc804\ud2b8\uac00 \uc81c\uacf5\ud558\ub294 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc758\uc0ac \uacb0\uc815\ub3c4 \uac1c\uc120\ud560 \uac83\uc785\ub2c8\ub2e4. \uae30\uc5c5 AI\uc758 \ucc44\ud0dd\uc774 \uac00\uc18d\ud654\ub428\uc5d0 \ub530\ub77c AI \uc5d0\uc774\uc804\ud2b8\ub294 \ub514\uc9c0\ud138 \uc804\ud658 \uc804\ub7b5\uc758 \ud575\uc2ec \uad6c\uc131 \uc694\uc18c\uac00 \ub420 \uac83\uc73c\ub85c \uc608\uc0c1\ub418\uba70, \ubd80\uc11c \uc804\ubc18\uc5d0 \uac78\uccd0 \uac00\uce58\ub97c \ucc3d\ucd9c\ud558\ub294 \uc790\uc728\uc801\uc774\uace0 \uc801\uc751\ub825 \uc788\ub294 \uc5d0\uc774\uc804\ud2b8\ub85c \uc815\uc801\uc778 \uc2a4\ud06c\ub9bd\ud2b8\ub97c \ub300\uccb4\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h4><b>\uc81c\uc57d: \uace0\uae09 AI \uc5d0\uc774\uc804\ud2b8 \uc194\ub8e8\uc158\uc5d0 \ub300\ud55c \uc811\uadfc\uc744 \uc81c\ud55c\ud558\ub294 \ub192\uc740 \uad6c\ud604 \ube44\uc6a9<\/b><\/h4>\n<p>AI \uc5d0\uc774\uc804\ud2b8\ub294 \uc0c1\ub2f9\ud55c \uc7a0\uc7ac\ub825\uc744 \uac00\uc9c0\uace0 \uc788\uc9c0\ub9cc, \ub370\uc774\ud130 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \uaddc\uc815 \uc900\uc218 \uad00\ub828 \ubb38\uc81c\ub85c \uc778\ud574 \ub110\ub9ac \uc0ac\uc6a9\ub418\uc9c0 \ubabb\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI \uc5d0\uc774\uc804\ud2b8\ub294 \ud6a8\uacfc\uc801\uc73c\ub85c \uc791\ub3d9\ud558\uae30 \uc704\ud574 \uadfc\ubcf8\uc801\uc73c\ub85c \uc0c1\ub2f9\ud55c \uc591\uc758 \ub370\uc774\ud130\uc5d0 \uc811\uadfc\ud574\uc57c \ud558\uba70, \uadf8 \uc911 \uc77c\ubd80\ub294 \uac1c\uc778 \uc815\ubcf4 \ub610\ub294 \ubbfc\uac10\ud55c \uc815\ubcf4\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc815\ubcf4\uc758 \ud65c\uc6a9\uc740 GDPR(\uc720\ub7fd \uc5f0\ud569\uc758 \uc77c\ubc18 \ub370\uc774\ud130 \ubcf4\ud638 \uaddc\uc815)\uacfc \ubbf8\uad6d HIPAA(\uac74\uac15 \ubcf4\ud5d8 \uc774\ub3d9\uc131 \ubc0f \ucc45\uc784 \ubc95) \ub4f1 \ubc95\uaddc\uc5d0 \ub530\ub77c \uc5c4\uaca9\ud788 \uaddc\uc81c\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ubc95\uaddc\ub4e4\uc740 \ub370\uc774\ud130 \uc218\uc9d1, \uc800\uc7a5, \ucc98\ub9ac \ubc29\uc2dd\uc5d0 \uc870\uac74\uc744 \ubd80\uacfc\ud569\ub2c8\ub2e4. \uc5c5\uacc4 \ucd94\uc815\uc5d0 \ub530\ub974\uba74, \uc57d 60%\uc758 \uae30\uc5c5\uc774 AI \uc5d0\uc774\uc804\ud2b8 \ubc30\ud3ec\uc5d0 \ub300\ud574 \uc6b0\ub824\ub97c \ud45c\uba85\ud588\uc2b5\ub2c8\ub2e4. \ub9c9\ub300\ud55c \ubc8c\uae08\uc774\ub098 \ubc95\uc801 \ubb38\uc81c\uae4c\uc9c0 \uc774\uc5b4\uc9c8 \uc218 \uc788\ub294 \uaddc\uc815 \uc704\ubc18\uc758 \uc704\ud5d8\uc744 \uac10\uc218\ud558\uace0 \uc2f6\uc9c0 \uc54a\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc5ec\ub7ec \uad00\ud560 \uad6c\uc5ed\uc5d0\uc11c \uc0ac\uc5c5\uc744 \uc6b4\uc601\ud558\ub294 \uae00\ub85c\ubc8c \uae30\uc5c5\ub4e4\uc758 \uacbd\uc6b0, \ub2e4\uc591\ud55c \uc0c1\ubc18\ub41c \ubc95\ub960 \uc870\ud56d\uc73c\ub85c \uc778\ud574 AI \uc5d0\uc774\uc804\ud2b8 \ubc30\ud3ec \ud65c\ub3d9\uc744 \ud655\ub300\ud558\uae30\uac00 \uac70\uc758 \ubd88\uac00\ub2a5\ud558\uae30 \ub54c\ubb38\uc5d0 \uc774\ub7ec\ud55c \uc81c\uc57d\uc774 \ud2b9\ud788 \ud070 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc77c\ubd80 \uacf5\uae09\uc5c5\uccb4\ub4e4\uc740 AI \uc5d0\uc774\uc804\ud2b8 \uc544\ud0a4\ud14d\ucc98\uc5d0 \ud504\ub77c\uc774\ubc84\uc2dc \ubc14\uc774 \ub514\uc790\uc778(Privacy by Design) \uc6d0\uce59\uc744 \uc801\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\ub978 \uc5c5\uccb4\ub4e4\uc740 \ubbfc\uac10\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \uc758\uc874\ub3c4\ub97c \uc904\uc774\uae30 \uc704\ud574 \uc5f0\ud569 \ud559\uc2b5 \ubc0f \ud569\uc131 \ub370\uc774\ud130\uc5d0 \uc9d1\uc911\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h4><b>\uae30\ud68c: \ud2c8\uc0c8 \ube44\uc988\ub2c8\uc2a4 \uc5ed\ud560\uc5d0 \ub9de\ucda4\ud654\ub41c \uc218\uc9c1 AI \uc5d0\uc774\uc804\ud2b8\uc758 \ub4f1\uc7a5<\/b><\/h4>\n<p>AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5\uc5d0\uc11c \uad6c\uccb4\uc801\uc778 \uc131\uc7a5 \uae30\ud68c\ub294 \ud2c8\uc0c8 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc804\ubb38 \uac00\uc0c1 \ube44\uc11c\uc758 \ubd84\uc57c\uac00 \ud655\ub300\ub418\uace0 \uc788\ub294 \ub370\uc11c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc77c\ubc18 \uc5d0\uc774\uc804\ud2b8(\uc218\ud3c9 \uc5d0\uc774\uc804\ud2b8)\uc640 \ub2ec\ub9ac, \uc774\ub7ec\ud55c \ud2b9\uc218 \uc5d0\uc774\uc804\ud2b8\ub294 \ubc95\ub960, \uc758\ub8cc, \uae08\uc735 \ub4f1 \ud2b9\uc815 \uc0b0\uc5c5\uc758 \uace0\uc720\ud55c \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud558\uae30 \uc704\ud574 \ub9cc\ub4e4\uc5b4\uc84c\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ubc95\ub960 \ubd84\uc57c\uc5d0\uc11c\ub294 \ubb38\uc11c \uc791\uc131, \uc870\uc0ac \ubc0f \uaddc\uc815 \uc900\uc218 \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud574 AI \uc5d0\uc774\uc804\ud2b8\uac00 \ud6c8\ub828\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ubcc0\ud638\uc0ac\uc758 \uc5c5\ubb34\ub7c9\uc774 \ud06c\uac8c \uac10\uc18c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. MarketsandMarkets\ub294 \uc804\ubb38 AI \ub3c4\uad6c\uc5d0 \ub300\ud55c \uc218\uc694\uc5d0 \ud798\uc785\uc5b4 \uc0b0\uc5c5\ubcc4 AI \uc194\ub8e8\uc158 \uc2dc\uc7a5\uc774 \ud5a5\ud6c4 5\ub144\uac04 \uc5f0\ud3c9\uade0 35%\uc758 \uc131\uc7a5\ub960\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \ucd94\uc815\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc131\uc7a5\uc740 AI \uc5b4\uc2dc\uc2a4\ud134\ud2b8\uac00 \uac1c\ubcc4 \uc0ac\uc6a9\uc790\uc758 \uc120\ud638\ub3c4\uc640 \uae30\uc220\uc5d0 \ub9de\uac8c \ub9de\ucda4\ud654\ub418\ub294 \u2018\ucd08\uac1c\uc778\ud654\u2019 \ud2b8\ub80c\ub4dc\uc5d0 \uc758\ud574 \ub4b7\ubc1b\uce68\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc804\ubb38 \uc9c0\ub2a5\ud615 \uc5d0\uc774\uc804\ud2b8\ub97c \ub9cc\ub4e4\uace0 \uc81c\uacf5\ud560 \uc218 \uc788\ub294 \uacf5\uae09\uc5c5\uccb4\ub294 \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc774 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \uae30\ub2a5\uc5d0 \ud1b5\ud569\ub428\uc5d0 \ub530\ub77c \uacbd\uc7c1 \uc6b0\uc704\ub97c \ud655\ubcf4\ud560 \uac83\uc785\ub2c8\ub2e4. \ub610\ud55c, \uc218\uc9c1 AI \uc5d0\uc774\uc804\ud2b8\ub294 \uc9c4\uc785 \uc7a5\ubcbd\uc744 \ub192\uc774\uae30 \ub54c\ubb38\uc5d0 \ub3c5\uc810\uc801\uc778 \ub370\uc774\ud130 \uc138\ud2b8\uc640 \ub3c4\uba54\uc778 \uc804\ubb38 \uc9c0\uc2dd\uc744 \ubcf4\uc720\ud55c \uc5c5\uccb4\uc5d0 \uc720\ub9ac\ud569\ub2c8\ub2e4. \uadf8 \uacb0\uacfc, \ud2c8\uc0c8 \uc218\uc9c1 \uc2dc\uc7a5\uc5d0\uc11c \uc120\uc810\ud55c \uc5c5\uccb4\ub4e4\uc774 \uac15\ub825\ud55c \uacbd\uc7c1 \uc6b0\uc704\ub97c \uad6c\ucd95\ud560 \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4.<\/p>\n<h4><b>\uacfc\uc81c: AI \uc5d0\uc774\uc804\ud2b8\uc758 \uc0c1\ud669 \uc774\ud574 \ub2a5\ub825 \ud5a5\uc0c1<\/b><\/h4>\n<p>AI \uc5d0\uc774\uc804\ud2b8\ub294 \uad6c\uc870\ud654\ub41c \ub370\uc774\ud130\uc640 \uac04\ub2e8\ud55c \uc9c8\ubb38\uc744 \ucc98\ub9ac\ud558\ub294 \ub370 \ud0c1\uc6d4\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ubcf5\uc7a1\ud55c \uc785\ub825\uc774\ub098 \ub300\ud654\ub97c \uc774\ud574\ud558\ub294 \ub370\ub294 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc2b5\ub2c8\ub2e4. \uc774 \uacfc\uc81c\ub294 \ud48d\uc790, \uad00\uc6a9\uad6c, \ubb38\ud654\uc801 \uc5b8\uae09\uc744 \uc778\uc2dd\ud558\uace0 \uc5ec\ub7ec \ucc28\ub840\uc5d0 \uac78\uce5c \ub300\ud654\ub97c \uad00\ub9ac\ud560 \ub54c \ud2b9\ud788 \ub450\ub4dc\ub7ec\uc9d1\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \uc5d0\uc774\uc804\ud2b8\uc758 \ub9e5\ub77d \uc774\ud574\uac00 \ubd80\uc871\ud574 \uc9c8\ubb38\uc5d0 \ub9de\uc9c0 \uc54a\uac70\ub098 \uae30\ub300\uc5d0 \ubd80\uc751\ud558\uc9c0 \uc54a\ub294 \uc751\ub2f5\uc774 \uc81c\uacf5\ub418\uc5b4 \uc0ac\uc6a9\uc790 \ub9cc\uc871\ub3c4\uac00 \uc800\ud558\ub429\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574\uc11c\ub294 \ub9e5\ub77d \uae30\uc5b5 \ub2a5\ub825\uc758 \uc9c0\uc18d\uc801\uc778 \uac1c\uc120, \ubaa8\ub378 \ubbf8\uc138 \uc870\uc815, \uc790\uc5f0\uc5b4 \uc774\ud574(NLU)\uc5d0 \ub300\ud55c \uc774\ud574\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\ud604\uc7ac \uc5ec\ub7ec \uc5c5\uccb4\ub294 \ubaa8\ub378 \ud06c\uae30\ub97c \ub298\ub9ac\uc9c0 \uc54a\uc73c\uba74\uc11c \ub300\ud654 \ub9e5\ub77d\uc744 \uc720\uc9c0\ud558\ub294 \uacbd\ub7c9 \uba54\ubaa8\ub9ac \uc544\ud0a4\ud14d\ucc98\ub97c \uc2e4\ud5d8 \uc911\uc785\ub2c8\ub2e4. \ub2e4\ub978 \uc5c5\uccb4\ub4e4\uc740 \uc778\uac04 \ud53c\ub4dc\ubc31\uc744 \ud65c\uc6a9\ud55c \uac15\ud654 \ud559\uc2b5(RLHF)\uc744 \ud1b5\ud574 \ub2e4\uc911 \ud68c\ud654 \uc0c1\ud638\uc791\uc6a9\uc758 \ubbf8\ubb18\ud568\uacfc \ud488\uc9c8\uc744 \uac1c\uc120\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc9c4\uc804\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \uc778\uac04\uacfc \uc720\uc0ac\ud55c \uc774\ud574\uc640 \uae30\uacc4 \uc0dd\uc131 \uc751\ub2f5 \uac04\uc758 \uaca9\ucc28\ub294 \uc5ec\uc804\ud788 \ud06c\uba70, \uc774\ub7ec\ud55c \ubaa8\ub378\uc774 \uc77c\uad00\ub41c \ub9e5\ub77d\uc801 \uc815\ud655\uc131\uc744 \uc785\uc99d\ud560 \ub54c\uae4c\uc9c0 \ubcf5\uc7a1\ud55c \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0\uc11c\uc758 \uae30\uc5c5 \uc801\uc6a9\uc740 \uc81c\ud55c\uc801\uc77c \uac83\uc785\ub2c8\ub2e4. \uc774 \uaca9\ucc28\ub97c \ud574\uc18c\ud558\ub294 \uac83\uc774 \ucc28\uc138\ub300 AI \uc5d0\uc774\uc804\ud2b8 \uac1c\ubc1c\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \uae30\uc220\uc801 \uacfc\uc81c\uac00 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h3>\uae00\ub85c\ubc8c AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5 \uc0dd\ud0dc\uacc4 \ubd84\uc11d<\/h3>\n<p>AI \uc5d0\uc774\uc804\ud2b8 \uc0dd\ud0dc\uacc4\ub294 \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \ud3ec\uad04\ud558\uba70, \uc5ec\ub7ec \uc0b0\uc5c5\uc5d0 \uac78\uccd0 \uae4a\uc774 \ud1b5\ud569\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\uc0b0\uc131 \ubc0f \uc601\uc5c5 \ubd84\uc57c\uc5d0\uc11c Grammarly \ubc0f HubSpot\uacfc \uac19\uc740 AI \ub3c4\uad6c\ub294 \ucc3d\uc758\uc131, \uc6cc\ud06c\ud50c\ub85c\uc6b0 \ubc0f \ub9ac\ub4dc \uc0dd\uc131\uc744 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4. \ub9c8\ucf00\ud305\uc740 Surfer \ubc0f Albert\uc640 \uac19\uc740 \ub3c4\uad6c\ub97c \ud1b5\ud574 SEO, \ucea0\ud398\uc778 \uad00\ub9ac \ubc0f \uac1c\uc778\ud654\ub41c \uacbd\ud5d8\uc744 \uc704\ud574 AI\ub97c \ud65c\uc6a9\ud569\ub2c8\ub2e4. \uace0\uac1d \uc9c0\uc6d0\uc740 Ada\uc640 \uac19\uc740 \ucc57\ubd07\uacfc Observe-AI\uc758 \uac10\uc815 \ubd84\uc11d\uc744 \ud65c\uc6a9\ud569\ub2c8\ub2e4. \ubc95\uc801 \ubd84\uc57c\ub294 Harvey\uc640 \uac19\uc740 \uc5f0\uad6c AI\uc640 LexCheck\uc640 \uac19\uc740 \uc900\uc218 AI\uc5d0\uc11c \ud61c\ud0dd\uc744 \ubc1b\uc2b5\ub2c8\ub2e4. \uc81c\ud488 \uad00\ub9ac\ub294 \uc790\ub3d9\ud654 \ubc0f \uc790\uc6d0 \ubc30\ubd84\uc744 \uc704\ud574 AI\ub97c \ud65c\uc6a9\ud558\uba70, \ucf54\ub529 \ub3c4\uad6c\ub294 \ub514\ubc84\uae45\uacfc CI\/CD\ub97c \ud1b5\ud574 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc744 \uac15\ud654\ud569\ub2c8\ub2e4. \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uc608\uce21\uc774 \uc8fc\ub97c \uc774\ub8e8\uba70, \uae08\uc735 \ubd84\uc57c\uc5d0\uc11c\ub294 AI \uae30\ubc18 \uc0ac\uae30 \ud0d0\uc9c0\uac00 \ubcf4\uc644 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n<h4><b>\uc81c\uacf5 \uc11c\ube44\uc2a4\ubcc4\ub85c \ubcf4\uba74, \uc218\uc9c1 AI \uc5d0\uc774\uc804\ud2b8\ub294 2025\ub144\ubd80\ud130 2030\ub144\uae4c\uc9c0 \uac00\uc7a5 \ube60\ub978 \uc131\uc7a5\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/b><\/h4>\n<p>\uc81c\uacf5 \uc11c\ube44\uc2a4\ubcc4\ub85c \ubcf4\uba74, \uc218\uc9c1 AI \uc5d0\uc774\uc804\ud2b8\ub294 \ud2b9\uc815 \ubd80\ubb38\uc758 \uace0\uc720\ud55c \uc694\uad6c \uc0ac\ud56d, \ud504\ub85c\uc138\uc2a4 \ubc0f \uaddc\uc81c \ud504\ub808\uc784\uc6cc\ud06c\ub97c \ucda9\uc871\ud558\uae30 \uc704\ud574 \uc124\uacc4\ub41c \uc804\ubb38\uc801\uc778 \ub514\uc790\uc778 \ub355\ubd84\uc5d0 \uc608\uce21 \uae30\uac04 \ub3d9\uc548 \ube60\ub978 \uc131\uc7a5\uc774 \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc218\ud3c9\uc801 AI \uc5d0\uc774\uc804\ud2b8\ub294 \uc8fc\ub85c \uc5ec\ub7ec \ubd84\uc57c\uc758 \uc774\uba54\uc77c \uc694\uc57d \ubc0f \uc77c\uc815 \uad00\ub9ac\uc640 \uac19\uc740 \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \ubc18\uba74, \uc218\uc9c1\uc801 AI \uc5d0\uc774\uc804\ud2b8\ub294 \ud2b9\uc815 \uc0b0\uc5c5\uc758 \ud2b9\uc815 \ub370\uc774\ud130 \ubc0f \uc6a9\uc5b4\ub85c \uc791\ub3d9\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \uc815\ud655\uc131, \uad00\ub828\uc131 \ubc0f \uc2e4\ud589 \uac00\ub2a5\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc758\ub8cc \uc0b0\uc5c5\uc5d0\uc11c \uc784\uc0c1 \uc815\ubcf4\uc5d0 \ub300\ud55c \uc9c0\uc2dd\uc744 \uac16\ucd98 AI \uc5d0\uc774\uc804\ud2b8\ub294 HIPAA \uaddc\uc815\uc744 \uc900\uc218\ud558\uba74\uc11c \ud658\uc790 \ubd84\ub958, \uc9c4\ub2e8 \ubc0f \ubb38\uc11c\ud654\ub97c \uc9c0\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\uba74, \uc77c\ubc18\uc801\uc778 \uc218\ud3c9 AI \uc5d0\uc774\uc804\ud2b8\ub294 \uc758\ub8cc \uc6a9\uc5b4\ub098 \ubcf5\uc7a1\ud55c \uaddc\uc81c\ub97c \uad00\ub9ac\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \ub3c4\uba54\uc778 \uc9c0\uc2dd, \uc815\ud655\uc131 \ubc0f \uaddc\uc815 \uc900\uc218\uac00 \uc911\uc694\ud55c \uae08\uc735, \ubc95\ub960 \ubc0f \uc81c\uc870 \ubd84\uc57c\ub3c4 \ub9c8\ucc2c\uac00\uc9c0\uc785\ub2c8\ub2e4. \ub610\ud55c \uc218\uc9c1 AI \uc5d0\uc774\uc804\ud2b8\ub294 \uad11\ubc94\uc704\ud55c \uc218\uc815 \uc5c6\uc774\ub3c4 \ud604\uc7ac\uc758 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc2dc\uc2a4\ud15c\uc5d0 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub420 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 \ub354 \ube60\ub978 \uac00\uce58 \uc2e4\ud604\uc744 \uc57d\uc18d\ud569\ub2c8\ub2e4. \ub3c5\uc810 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uc811\uadfc\uc131\uc774 \ub192\uc544\uc9c0\uace0 \ub9de\ucda4\ud615 AI \ubaa8\ub378\uc744 \uacf5\ub3d9\uc73c\ub85c \uac1c\ubc1c\ud558\uae30 \uc704\ud55c \uc0b0\uc5c5 \uac04 \ud611\ub825\uc774 \ub4f1\uc7a5\ud558\uba74\uc11c \uc774\ub7ec\ud55c \uc5d0\uc774\uc804\ud2b8\uc758 \uc218\uc694\ub294 \ub354\uc6b1 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h4><b>\uc5d0\uc774\uc804\ud2b8 \uc5ed\ud560\uc5d0 \ub530\ub77c, \ucf54\ub529 \ubc0f \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \uc5d0\uc774\uc804\ud2b8 \ubd80\ubb38\uc740 \uc608\uce21 \uae30\uac04 \ub3d9\uc548 \uc0c1\ub2f9\ud55c CAGR\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/b><\/h4>\n<p>\ucf54\ub529 \ubc0f \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \uc5d0\uc774\uc804\ud2b8\ub294 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\ub97c \ub2e8\uc21c\ud654\ud558\uace0, \uc0dd\uc0b0\uc131\uc744 \ub192\uc774\uba70, \uc2dc\uc7a5 \ucd9c\uc2dc \uc2dc\uac04\uc744 \ub2e8\ucd95\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 \ucc44\ud0dd\uc774 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c AI \uae30\ubc18 \uc5d0\uc774\uc804\ud2b8\ub294 \ucf54\ub4dc\ub97c \uc790\ub3d9\uc73c\ub85c \uc0dd\uc131\ud558\uace0, \ubb38\uc81c\ub97c \ub514\ubc84\uadf8\ud558\uba70, \uac1c\uc120 \uc0ac\ud56d\uc744 \uc81c\uc548\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \uac1c\ubc1c\uc790\ub294 \ub354 \ubcf5\uc7a1\ud558\uace0 \ucc3d\uc758\uc801\uc778 \uc791\uc5c5\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, GitHub Copilot\uc740 AI\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc785\ub825\ud55c \ucf54\ub4dc\uc758 \uc139\uc158\ubcc4 \ucf54\ub4dc\uc640 \uc804\uccb4 \ucf54\ub4dc \uc904\uc744 \ucd94\ucc9c\ud558\uc5ec \ud504\ub85c\uadf8\ub798\ubc0d \uc18d\ub3c4\ub97c \ud06c\uac8c \ub192\uc785\ub2c8\ub2e4. \ub9c8\ucc2c\uac00\uc9c0\ub85c DeepCode\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uc989\uac01\uc801\uc778 \ucf54\ub4dc \uac80\uc0ac\ub97c \uc81c\uacf5\ud558\uace0 \uc81c\uc548\uc744 \ud568\uc73c\ub85c\uc368 \ucf54\ub4dc\uc5d0 \ubc84\uadf8\uac00 \ubc1c\uc0dd\ud560 \uac00\ub2a5\uc131\uc744 \uc904\uc774\uace0 \ucf54\ub4dc \ud488\uc9c8\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc774 \uc9e7\uc740 \uc8fc\uae30\ub85c \ube60\ub974\uac8c \uc9c4\ud589\ub418\ub294 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c \uc774\ub7ec\ud55c \uc5d0\uc774\uc804\ud2b8\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \ub192\uc544\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucf54\ub529 \uc5d0\uc774\uc804\ud2b8\ub294 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\uc758 \uc18d\ub3c4\ub97c \ub192\uc77c \ubfd0 \uc544\ub2c8\ub77c \ucd08\ubcf4\uc790\uc5d0\uac8c \ucf54\ub529\uc744 \ub354 \uc27d\uac8c \ub9cc\ub4e4\uc5b4 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud504\ub85c\uadf8\ub7a8 \uc81c\uc791\uc5d0 \ub354 \ub9ce\uc740 \uc0ac\ub78c\ub4e4\uc774 \ucc38\uc5ec\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \uc55e\uc73c\ub85c \ucf54\ub529 \uc5d0\uc774\uc804\ud2b8\uac00 DevOps \ud30c\uc774\ud504\ub77c\uc778\uacfc \ub85c\uc6b0\ucf54\ub4dc\/\ub178\ucf54\ub4dc \ud50c\ub7ab\ud3fc\uc5d0 \ud1b5\ud569\ub418\uba74 \uadf8 \uc720\uc6a9\uc131\uc774 \ub354\uc6b1 \ud655\ub300\ub420 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc9c4\ud654\ub294 \uc560\uc790\uc77c \uac1c\ubc1c \ud658\uacbd\uacfc \uc5ec\ub7ec \ubd80\uc11c\uc758 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud300\uc5d0\uc11c AI \uc5d0\uc774\uc804\ud2b8\ub97c \ud544\uc218\uc801\uc778 \uc694\uc18c\ub85c \ub9cc\ub4e4 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h3>\uc9c0\uc5ed\ubcc4\ub85c\ub294 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc774 \uc608\uce21 \uae30\uac04 \ub3d9\uc548 \uac00\uc7a5 \ube60\ub978 \uc131\uc7a5\ub960\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/h3>\n<p>\uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5\uc740 \uae30\uc220 \ubc1c\uc804, \ub514\uc9c0\ud138 \uc804\ud658 \uc774\ub2c8\uc154\ud2f0\ube0c, \ubbfc\uac04 \ubc0f \uacf5\uacf5 \ubd80\ubb38\uc758 R&amp;D \uc9c0\ucd9c \uc99d\uac00\ub85c \uc778\ud574 \ube60\ub974\uac8c \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc911\uad6d, \uc77c\ubcf8, \ud55c\uad6d\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c AI \uc5d0\uc774\uc804\ud2b8 \ucc44\ud0dd\uc744 \uc120\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4, \uc911\uad6d\uc758 Ping An Insurance\ub294 \uace0\uac1d \uc11c\ube44\uc2a4\uc5d0 AI \uc5d0\uc774\uc804\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubb38\uc758\uc758 60% \uc774\uc0c1\uc744 \ucc98\ub9ac\ud558\uc5ec \uc751\ub2f5 \uc2dc\uac04\uacfc \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \uac1c\uc120\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc77c\ubcf8\uc5d0\uc11c\ub294 Mitsubishi UFJ Financial Group (MUFG)\uc774 AI \uc5d0\uc774\uc804\ud2b8\ub97c \ud1b5\ud574 \ub300\ucd9c \uc2b9\uc778 \ubc0f \uc0ac\uae30 \uac10\uc9c0\ub97c \uac04\uc18c\ud654\ud558\uc5ec \uc740\ud589 \uc5c5\ubb34\uc758 \ud6a8\uc728\uc131\uacfc \ubcf4\uc548\uc744 \uac15\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud55c\uad6d\uc740 \uad50\ud1b5 \uad00\ub9ac \ubc0f \ubc94\uc8c4 \uc608\ubc29\uc744 \uc704\ud55c \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0 \ud504\ub85c\uc81d\ud2b8\uc5d0 AI \uc5d0\uc774\uc804\ud2b8\ub97c \ud65c\uc6a9\ud558\uc5ec AI\ub97c \ub3c4\uc2dc \uc778\ud504\ub77c\uc5d0 \ud1b5\ud569\ud558\ub824\ub294 \ub178\ub825\uc744 \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc2f1\uac00\ud3ec\ub974 \uc815\ubd80\ub294 \uc9c4\ub2e8 \ubc0f \ud658\uc790 \uad00\ub9ac\ub97c \uc704\ud55c \uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c\uc758 AI \uc5d0\uc774\uc804\ud2b8 \uad6c\ud604\uc744 \ube44\ub86f\ud55c AI \uc0ac\uc6a9\uc744 \uc7a5\ub824\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5\uc758 \ucd5c\uadfc \ub3d9\ud5a5<\/h3>\n<ul>\n<li>2025\ub144 4\uc6d4, Google\uc740 VS Code \ubc0f IntelliJ Gemini Code Assist\uc5d0 \ucc44\ud305\uc6a9 \ucf54\ub4dc \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uae30\ub2a5\uc744 \ub3c4\uc785\ud588\uc2b5\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 IDE\uc758 Gemini Code Assist \ucc44\ud305 \uc778\ud130\ud398\uc774\uc2a4\uc5d0\uc11c \ubb38\ub9e5\uc5d0 \ub9de\ub294 \ucf54\ub4dc \uc81c\uc548\uacfc \ud1b5\ucc30\ub825\uc744 \uc9c1\uc811 \ubc1b\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud558\uae30 \uc704\ud574 \ucd94\uac00 \uad6c\uc131\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc73c\ubbc0\ub85c \ud1b5\ud569 \ud504\ub85c\uc138\uc2a4\uac00 \uac04\uc18c\ud654\ub429\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uc774 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec \ucf54\ub529 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uace0 \uc6cc\ud06c\ud50c\ub85c\ub97c \uac04\uc18c\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<ul>\n<li>20245\ub144 2\uc6d4, Salesforce\ub294 Google\uacfc\uc758 \ud30c\ud2b8\ub108\uc2ed\uc744 \ud655\ub300\ud558\uc5ec \uae30\uc5c5\uc5d0 AI \uae30\ubc18 \uc5d0\uc774\uc804\ud2b8 \uad6c\ucd95\uc5d0 \ub300\ud55c \ub354 \ub9ce\uc740 \uc120\ud0dd\uad8c\uacfc \uc720\uc5f0\uc131\uc744 \uc81c\uacf5\ud558\uae30\ub85c \ud588\uc2b5\ub2c8\ub2e4. Salesforce\uc758 Agentforce\ub294 Google\uc758 Gemini \ubaa8\ub378\uacfc \ud1b5\ud569\ub418\uc5b4 \uc5d0\uc774\uc804\ud2b8\uac00 Gemini\uc758 \ub2e4\uc911 \ubaa8\ub4dc \uae30\ub2a5\uacfc Vertex AI\ub97c \ud1b5\ud574 Google \uac80\uc0c9\uc5d0\uc11c \uc5bb\uc740 \uc2e4\uc2dc\uac04 \ud1b5\ucc30\ub825\uc744 \ud65c\uc6a9\ud558\uc5ec \uc774\ubbf8\uc9c0, \uc624\ub514\uc624 \ubc0f \ube44\ub514\uc624\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4. \uc774 \ud611\ub825\uc740 \uc2e4\uc2dc\uac04 \uc74c\uc131 \ubc88\uc5ed, \uc9c0\ub2a5\ud615 \uc5d0\uc774\uc804\ud2b8 \ud578\ub4dc\uc624\ud504, AI \uae30\ubc18 \ub300\ud654 \ud1b5\ucc30\ub825\uc744 \ud1b5\ud574 AI \uae30\ubc18 \uace0\uac1d \uc11c\ube44\uc2a4\ub97c \uac15\ud654\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<ul>\n<li>2025\ub144 1\uc6d4, NVIDIA\ub294 \uae30\uc5c5\uc774 \ub2e4\ub2e8\uacc4 \uc791\uc5c5 \uc2e4\ud589\uc774 \uac00\ub2a5\ud55c \uc5d0\uc774\uc804\ud2b8\ud615 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub294 \uc0c8\ub85c\uc6b4 AI Blueprints\ub97c \ucd9c\uc2dc\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ucd08\uc810\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ube44\ub514\uc624 \ubc0f PDF \ud615\uc2dd \ub4f1\uc758 \ub370\uc774\ud130\ub97c \uc774\ud574\ud558\uace0 \ubd84\uc11d\ud560 \uc218 \uc788\ub294 \ub9de\ucda4\ud615 AI \u201c\uc9c0\uc2dd \ub85c\ubd07\u201d\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. CrewAI, Daily, LangChain, LlamaIndex, Weights &amp; Biases\uc640 \uac19\uc740 \uc8fc\uc694 \ud30c\ud2b8\ub108\ub4e4\uc740 NVIDIA\uc640 \ud611\ub825\ud558\uc5ec NVIDIA AI Enterprise \ud50c\ub7ab\ud3fc \ub0b4\uc5d0\uc11c \uc790\uc0ac \ub3c4\uad6c\ub97c \ub354\uc6b1 \uc870\uc728\ud558\uace0, \uc5ec\ub7ec \uae30\uc5c5\uc5d0\uc11c \uc5d0\uc774\uc804\ud2b8 AI\uc758 \uac1c\ubc1c\uc744 \uc9c0\uc6d0\ud588\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<ul>\n<li>2025\ub144 1\uc6d4, OpenAI\ub294 \ubbf8\uad6d \uc815\ubd80 \uae30\uad00\uc744 \ub300\uc0c1\uc73c\ub85c ChatGPT Gov\ub97c \ucd9c\uc2dc\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ud2b9\uc218 \ubc84\uc804 ChatGPT\ub294 Microsoft Azure Government\ub97c \ud1b5\ud574 GPT-4 \ubaa8\ub378\uc5d0 \uc548\uc804\ud558\uace0 \uaddc\uc815\uc744 \uc900\uc218\ud558\ub294 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ubc84\uc804\uc740 \uaddc\uc81c\uac00 \uc5c4\uaca9\ud55c \ud658\uacbd\uc5d0\uc11c \ubb38\uc11c \uc694\uc57d, \ub370\uc774\ud130 \ubd84\uc11d, \uace0\uac1d \uc0c1\ud638 \uc791\uc6a9\uacfc \uac19\uc740 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \uc801\ud569\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>\uc8fc\uc694 \uc2dc\uc7a5 \ucc38\uc5ec\uc790<\/h3>\n<p><b><strong>\ucd5c\uace0\uc758 AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5 \uae30\uc5c5 \ubaa9\ub85d<\/strong><\/b><\/p>\n<p>AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5\uc740 \uad11\ubc94\uc704\ud55c \uc9c0\uc5ed\uc801 \uc785\uc9c0\ub97c \ud655\ubcf4\ud55c \uba87\uba87 \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc774 \uc9c0\ubc30\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5\uc758 \uc8fc\uc694 \uae30\uc5c5\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<p>Google (US)<br \/>\nAmelia (US)<br \/>\nIBM (US)<br \/>\nOpenAI (US)<br \/>\nAWS (US)<br \/>\nNVIDIA (US)<br \/>\nMicrosoft (US)<br \/>\nLivePerson (US)<br \/>\nLeena AI (US)<br \/>\nCognigy (Germany)<br \/>\nInfinitus (US)<br \/>\nStability AI (UK)<br \/>\nRasa (US)<br \/>\nAisera (US)<br \/>\nCUJO AI (US)<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-23263\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-150611.png\" alt=\"\" width=\"945\" height=\"733\" srcset=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-150611.png 945w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-150611-300x233.png 300w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-150611-768x596.png 768w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-150611-230x178.png 230w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-150611-350x271.png 350w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-150611-480x372.png 480w\" sizes=\"(max-width: 945px) 100vw, 945px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h4><b>\ubaa9\ucc28<\/b><\/h4>\n<p><b>\ub3c5\uc810\uc801\uc740 MarketsandMarkets\uc5d0\ub9cc \uace0\uc720\ud55c \ucf58\ud150\uce20\/\ub370\uc774\ud130\ub97c \uc758\ubbf8\ud558\uba70, \uacbd\uc7c1\uc0ac\uc5d0\uc11c\ub294 \uc81c\uacf5\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/b><\/p>\n<p><b>\uc81c\ubaa9<\/b><\/p>\n<p><b>\ud398\uc774\uc9c0 \ubc88\ud638<\/b><\/p>\n<p><b>\uc18c\uac1c<\/b><\/p>\n<p><b>43<\/b><\/p>\n<p><b>\uc5f0\uad6c \ubc29\ubc95\ub860<\/b><\/p>\n<p><b>50<\/b><\/p>\n<p><b>\uc694\uc57d<\/b><\/p>\n<p><b>62<\/b><\/p>\n<p><b>\ud504\ub9ac\ubbf8\uc5c4 \ud1b5\ucc30\ub825<\/b><\/p>\n<p><b>69<\/b><\/p>\n<p><b>\uc2dc\uc7a5 \uac1c\uc694 \ubc0f \uc0b0\uc5c5 \ub3d9\ud5a5<\/b><\/p>\n<p><b><i>AI \uc5d0\uc774\uc804\ud2b8 \ucc44\ud0dd \ubc0f \ubbf8\ub798 \uc131\uc7a5 \uae30\ud68c\ub97c \ud615\uc131\ud558\ub294 \uc694\uc778\uc744 \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/i><\/b><\/p>\n<p><b>72<\/b><\/p>\n<ul>\n<li><b>5.1 \uc18c\uac1c<\/b><\/li>\n<li><b>5.2 \uc2dc\uc7a5 \uc5ed\ud559 \uc694\uc778 &#8211; AI \uc5d0\uc774\uc804\ud2b8\uc758 \uc774\ud574 \ubc0f \uc0c1\ud638 \uc791\uc6a9 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uae30\uc220\uc758 \ubc1c\uc804 &#8211; \uace0\uac1d \ub300\uc751 \uc5c5\ubb34 \uc804\ubc18\uc5d0 \uac78\uce5c \ucd08\uac1c\uc778\ud654\ub41c \ub514\uc9c0\ud138 \uacbd\ud5d8\uc5d0 \ub300\ud55c \uc218\uc694 &#8211; \uae30\uc5c5 \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4 \uc790\ub3d9\ud654 \uc804\ubc18\uc5d0 \uac78\uce5c AI \uc5d0\uc774\uc804\ud2b8\uc758 \uc6b4\uc601\uc801 \uac00\uce58 \uc81c\uc57d \uc694\uc778 &#8211; \uc2dc\uc7a5 \ucc44\ud0dd\uc744 \uc81c\ud55c\ud558\ub294 \ub370\uc774\ud130 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \ubcf4\uc548 \ubb38\uc81c &#8211; \uace0\uae09 AI \uc5d0\uc774\uc804\ud2b8 \uc194\ub8e8\uc158\uc5d0 \ub300\ud55c \uc811\uadfc\uc744 \uc81c\ud55c\ud558\ub294 \ub192\uc740 \uad6c\ud604 \ube44\uc6a9 \uae30\ud68c- \ud2c8\uc0c8 \uc0ac\uc6a9 \uc0ac\ub840\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uc804\ubb38 \uc0b0\uc5c5 \ubd80\ubb38\uc744 \uc704\ud55c \ub9de\ucda4\ud615 AI \uc194\ub8e8\uc158 &#8211; AI \uae30\ubc18 SaaS \ud50c\ub7ab\ud3fc\uc758 \ud655\uc7a5\uc740 \uc811\uadfc\uc131\uc744 \ud655\ub300\ud558\uace0 \uc911\uc18c\uae30\uc5c5\uc758 \ucc44\ud0dd\uc744 \ucd09\uc9c4\ud560 \uac83\uc785\ub2c8\ub2e4. &#8211; AI \uc5d0\uc774\uc804\ud2b8\uc758 \ub2e4\uad6d\uc5b4 \uae30\ub2a5\uc740 \uae00\ub85c\ubc8c \uc2dc\uc7a5 \uce68\ud22c \ubc0f \ucc44\ud0dd\uc744 \uc99d\uac00\uc2dc\ud0ac \uac83\uc785\ub2c8\ub2e4. \uacfc\uc81c &#8211; AI \uc5d0\uc774\uc804\ud2b8\uc758 \ubb38\ub9e5 \uc774\ud574 \ubb38\uc81c \ud574\uacb0 &#8211; \ubbfc\uac10\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc2e0\ub8b0\uc640 \uaddc\uc815 \uc900\uc218\ub97c \uc704\ud611\ud558\ub294 AI \uc5d0\uc774\uc804\ud2b8\uc758 \uc724\ub9ac \ubc0f \ud3b8\uacac \ubb38\uc81c &#8211; AI \uc5d0\uc774\uc804\ud2b8\uc758 \uc131\ub2a5\uacfc \uc2e0\ub8b0\uc131\uc5d0 \ub3c4\uc804\ud558\ub294 \uc218\uc694\uac00 \ub192\uc740 \ud658\uacbd\uc5d0\uc11c\uc758 \ud655\uc7a5\uc131 \ubb38\uc81c<\/b><\/li>\n<li><b>5.3 AI \uc5d0\uc774\uc804\ud2b8\uc758 \uc9c4\ud654<\/b><\/li>\n<li><b>5.4 AI \uc5d0\uc774\uc804\ud2b8 \ub300 \uc5d0\uc774\uc804\ud2b8\ud615 AI<\/b><\/li>\n<li><b>5.5 \uacf5\uae09\ub9dd \ubd84\uc11d<\/b><\/li>\n<li><b>5.6 \uc0dd\ud0dc\uacc4 \ubd84\uc11d \uc0dd\uc0b0\uc131 \ubc0f \uac1c\uc778 \ube44\uc11c \ud310\ub9e4 \ub9c8\ucf00\ud305 \uace0\uac1d \uc11c\ube44\uc2a4 \ubc0f \uc9c0\uc6d0 \ubc95\uc801 \uc81c\ud488 \uad00\ub9ac \ucf54\ub529\/\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \uc778\uc801 \uc790\uc6d0 \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \uc7ac\ubb34 \ubc0f \ud68c\uacc4<\/b><\/li>\n<li><b>5.7 \ud22c\uc790 \ud658\uacbd \ubc0f \uc790\uae08 \uc870\ub2ec \uc2dc\ub098\ub9ac\uc624<\/b><\/li>\n<li><b>5.8 2025\ub144 \ubbf8\uad6d \uad00\uc138 \uc601\ud5a5 \u2013 AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5 \uc18c\uac1c \uc8fc\uc694 \uad00\uc138\uc728 \uac00\uaca9 \uc601\ud5a5 \ubd84\uc11d \u2013 \uc804\ub7b5\uc801 \ubcc0\ud654 \ubc0f \uc0c8\ub85c\uc6b4 \ud2b8\ub80c\ub4dc \uad6d\uac00\/\uc9c0\uc5ed\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5 \u2013 \ubbf8\uad6d \u2013 \uc911\uad6d \u2013 \uc720\ub7fd \u2013 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 (\uc911\uad6d \uc81c\uc678) \ucd5c\uc885 \uc0ac\uc6a9 \uc0b0\uc5c5\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5 \u2013 BFSI \u2013 \ud1b5\uc2e0 \u2013 \uc815\ubd80 \ubc0f \uacf5\uacf5 \ubd80\ubb38 \u2013 \uc758\ub8cc \ubc0f \uc0dd\uba85 \uacfc\ud559 \u2013 \uc81c\uc870 \u2013 \ubbf8\ub514\uc5b4 \ubc0f \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8 \u2013 \uc18c\ub9e4 \ubc0f \uc804\uc790 \uc0c1\uac70\ub798 \u2013 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubc0f \uae30\uc220 \uc81c\uacf5\uc5c5\uccb4<\/b><\/li>\n<li><b>5.9 \uc0ac\ub840 \uc5f0\uad6c \ubd84\uc11d BFSI- Bajaj Finance\ub294 \ub2e4\uc591\ud55c \uc0ac\uc5c5 \ubd80\ubb38\uc758 \ud310\ub9e4\ub97c \ucd09\uc9c4\ud558\uae30 \uc704\ud574 2,000\uac1c \uc774\uc0c1\uc758 \ucc57\ubd07\uc744 \ud65c\uc6a9\ud588\uc2b5\ub2c8\ub2e4- MRHFL\uc740 Leena AI \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \ud604\uc7a5 \uc9c1\uc6d0\ub4e4\uc758 \uacbd\ud5d8 \uaca9\ucc28\ub97c \ud574\uc18c\ud588\uc2b5\ub2c8\ub2e4- Cardi: BNP Paribas Cardif\uc758 \uace0\uac1d \uacbd\ud5d8 \ud5a5\uc0c1 \uc758\ub8cc \ubc0f \uc0dd\uba85 \uacfc\ud559 &#8211; Cencora\ub294 Infinitus\ub97c \ud1b5\ud574 \ud658\uc790 \uc811\uadfc\uc744 \uac00\uc18d\ud654\ud588\uc2b5\ub2c8\ub2e4. &#8211; Aveanna Healthcare\ub294 Amelia IT\/ITES\ub97c \ud1b5\ud574 \uc9c1\uc6d0 \uacbd\ud5d8\uc744 \uac1c\uc120\ud588\uc2b5\ub2c8\ub2e4. &#8211; Amelia\ub294 CGI\uac00 \uace0\uac1d \uc11c\ube44\uc2a4 \uc911\ub2e8\uc744 30% \uac10\uc18c\uc2dc\ud0a4\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. \ud1b5\uc2e0 &#8211; Telefonica\ub294 Amelia\uc758 AI \uc5d0\uc774\uc804\ud2b8\ub97c \ud65c\uc6a9\ud558\uc5ec \ud734\ub300\ud3f0 \ud2b8\ub798\ud53d\uc744 100% \ucc98\ub9ac\ud588\uc2b5\ub2c8\ub2e4. \ubc95\ub960 &#8211; Beam: AI \uc790\ub3d9\ud654\ub97c \ud1b5\ud55c \ud658\uc790 \uc9c0\uc6d0 \uac15\ud654 <\/b><\/li>\n<li><b>5.10 \uae30\uc220 \ubd84\uc11d \ud575\uc2ec \uae30\uc220- \ucd5c\uc801\ud654 \uc54c\uace0\ub9ac\uc998- \ud655\ub960\uc801 \uc54c\uace0\ub9ac\uc998- \uacc4\ud68d \ubc0f \uac80\uc0c9 \uc54c\uace0\ub9ac\uc998- TensorFlow- PyTorch- Apache Kafka- \uc13c\uc11c\/\uc9c0\uac01\uae30- LLM \ub77c\uc6b0\ud305- AI \uc5d0\uc774\uc804\ud2b8 \uba54\ubaa8\ub9ac \ubcf4\uc644 \uae30\uc220- API \ubc0f \ub9c8\uc774\ud06c\ub85c \uc11c\ube44\uc2a4- \uc5e3\uc9c0 \ucef4\ud4e8\ud305- \uc9c0\ub9ac \uacf5\uac04 \ubd84\uc11d- \uc591\uc790\ud654 \ubc0f \ubaa8\ub378 \ucd5c\uc801\ud654 \uad00\ub828 \uae30\uc220- \ub2e4\uc911 \ubaa8\ub4dc AI- \ucc45\uc784\uac10 \uc788\ub294 AI- \ube14\ub85d \uccb4\uc778- 5G \ubc0f \uace0\uae09 \uc5f0\uacb0<\/b><\/li>\n<li><b>5.11 \uaddc\uc81c \ud658\uacbd \uaddc\uc81c \uae30\uad00, \uc815\ubd80 \uae30\uad00 \ubc0f \uae30\ud0c0 \uc870\uc9c1 \uaddc\uc815: AI \uc5d0\uc774\uc804\ud2b8 &#8211; \ubd81\ubbf8 &#8211; \uc720\ub7fd &#8211; \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 &#8211; \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74 &#8211; \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74<\/b><\/li>\n<li><b>5.12 \ud2b9\ud5c8 \ubd84\uc11d \ubc29\ubc95\ub860 \ubb38\uc11c \uc720\ud615\ubcc4 \ud2b9\ud5c8 \ucd9c\uc6d0 \ud601\uc2e0 \ubc0f \ud2b9\ud5c8 \ucd9c\uc6d0<\/b><\/li>\n<li><b>5.13 \uac00\uaca9 \ubd84\uc11d \uc8fc\uc694 \uc5c5\uccb4\ubcc4 \ud3c9\uade0 \ud310\ub9e4 \uac00\uaca9 \ucd94\uc138, \uc5d0\uc774\uc804\ud2b8 \uc720\ud615\ubcc4 \uc11c\ube44\uc2a4\ubcc4 \uac00\uaca9 \ubd84\uc11d<\/b><\/li>\n<li><b>5.14 \uc8fc\uc694 \ucee8\ud37c\ub7f0\uc2a4 \ubc0f \ud589\uc0ac (2025\u20132026)<\/b><\/li>\n<li><b>5.15 \ud3ec\ud130\uc758 5\ub300 \uacbd\uc7c1 \uc694\uc778 \ubd84\uc11d \uc2e0\uaddc \uc9c4\uc785 \uc704\ud611 \ub300\uccb4\ud488 \uc704\ud611 \uacf5\uae09\uc5c5\uccb4\uc758 \ud611\uc0c1\ub825 \uad6c\ub9e4\uc790\uc758 \ud611\uc0c1\ub825 \uacbd\uc7c1 \uac15\ub3c4<\/b><\/li>\n<li><b>5.16 \uc8fc\uc694 \uc774\ud574\uad00\uacc4\uc790 \ubc0f \uad6c\ub9e4 \uae30\uc900 \uad6c\ub9e4 \uacfc\uc815\uc5d0\uc11c\uc758 \uc8fc\uc694 \uc774\ud574\uad00\uacc4\uc790 \uad6c\ub9e4 \uae30\uc900<\/b><\/li>\n<li><b>5.17 \uace0\uac1d \ube44\uc988\ub2c8\uc2a4\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \ud2b8\ub80c\ub4dc\/\ud30c\uad34\uc801 \ubcc0\ud654 \uace0\uac1d \ube44\uc988\ub2c8\uc2a4\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \ud2b8\ub80c\ub4dc\/\ud30c\uad34\uc801 \ubcc0\ud654<\/b><\/li>\n<\/ul>\n<p><b>AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5, \uc81c\uacf5 \uc81c\ud488\ubcc4<\/b><\/p>\n<p><b><i>\uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f 2030\ub144\uae4c\uc9c0\uc758 \uc804\ub9dd \u2013 \uac00\uce58(\uc2ed\uc5b5 \ub2ec\ub7ec)<\/i><\/b><\/p>\n<p><b>143<\/b><\/p>\n<ul>\n<li><b>6.1 \uc18c\uac1c \uc81c\uacf5 \uc81c\ud488: AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n<li><b>6.2 \uc218\uc9c1 AI \uc5d0\uc774\uc804\ud2b8 \uc218\uc9c1 AI \uc5d0\uc774\uc804\ud2b8 \uc0b0\uc5c5 \uc804\ubc18\uc5d0 \uac78\uccd0 \ub3c4\uba54\uc778 \uc804\ubb38 \uc9c0\uc2dd\uc744 \ud1b5\ud569<\/b><\/li>\n<li><b>6.3 \uc218\ud3c9 AI \uc5d0\uc774\uc804\ud2b8 \uc218\ud3c9 AI \uc5d0\uc774\uc804\ud2b8, \uad50\ucc28 \uae30\ub2a5 \uc790\ub3d9\ud654 \ubc0f \ud1b5\ucc30\ub825 \uc9c0\uc6d0<\/b><\/li>\n<\/ul>\n<p><b>\uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c\ubcc4 AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5<\/b><\/p>\n<p><b><i>2030\ub144\uae4c\uc9c0\uc758 \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc804\ub9dd \u2013 \uac00\uce58(\uc2ed\uc5b5 \ub2ec\ub7ec)<\/i><\/b><\/p>\n<p><b>149<\/b><\/p>\n<ul>\n<li><b>7.1 \uc18c\uac1c \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c: AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n<li><b>7.2 \ub2e8\uc77c \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c \ub2e8\uc77c \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c\uc740 \ube44\uc6a9 \ud6a8\uc728\uc801\uc774\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc790\ub3d9\ud654\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/b><\/li>\n<li><b>7.3 \ub2e4\uc911 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c \ub2e4\uc911 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c\uc740 \ud611\uc5c5 \ubc0f \ubcf5\uc7a1\ud55c \uc791\uc5c5 \uad00\ub9ac\ub97c \ucd09\uc9c4\ud569\ub2c8\ub2e4.<\/b><\/li>\n<\/ul>\n<p><b>AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5, \uc81c\ud488 \uc720\ud615\ubcc4<\/b><\/p>\n<p><b><i>\uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f 2030\ub144\uae4c\uc9c0\uc758 \uc804\ub9dd \u2013 \uac00\uce58(\uc2ed\uc5b5 \ub2ec\ub7ec)<\/i><\/b><\/p>\n<p><b>155<\/b><\/p>\n<ul>\n<li><b>8.1 \uc18c\uac1c \uc81c\ud488 \uc720\ud615: AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n<li><b>8.2 \uc989\uc2dc \ubc30\ud3ec \uac00\ub2a5\ud55c \uc5d0\uc774\uc804\ud2b8 \uc989\uc2dc \ubc30\ud3ec \uac00\ub2a5\ud55c \uc5d0\uc774\uc804\ud2b8, \uc2e0\uc18d\ud55c \uad6c\ud604 \ubc0f ROI \uc81c\uacf5<\/b><\/li>\n<li><b>8.3 \uc790\uccb4 \uad6c\ucd95 \uc5d0\uc774\uc804\ud2b8 \uc790\uccb4 \uad6c\ucd95 \uc5d0\uc774\uc804\ud2b8 \ub9de\ucda4\ud615 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc194\ub8e8\uc158 \uc9c0\uc6d0<\/b><\/li>\n<\/ul>\n<p><b>\uc5d0\uc774\uc804\ud2b8 \uc5ed\ud560\ubcc4 AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5<\/b><\/p>\n<p><b><i>2030\ub144\uae4c\uc9c0\uc758 \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc804\ub9dd \u2013 \uac00\uce58(\uc2ed\uc5b5 \ub2ec\ub7ec)<\/i><\/b><\/p>\n<p><b>161<\/b><\/p>\n<ul>\n<li><b>9.1 \uc18c\uac1c \uc5d0\uc774\uc804\ud2b8 \uc5ed\ud560: AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n<li><b>9.2 \uc0dd\uc0b0\uc131 \ubc0f \uac1c\uc778 \ube44\uc11c \uc0dd\uc0b0\uc131 \ubc0f \uac1c\uc778 \ube44\uc11c \uc77c\uc0c1\uc801\uc778 \uc5c5\ubb34\uc758 \ud6a8\uc728\ud654 \uac1c\uc778 \ud6a8\uc728\uc131 \ud5a5\uc0c1 \ucc3d\uc758\ub825 \ube44\uc11c \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uc790\ub3d9\ud654 \ud68c\uc758 \ube44\uc11c<\/b><\/li>\n<li><b>9.3 \uc601\uc5c5 \uc5d0\uc774\uc804\ud2b8 \ub9ac\ub4dc \uc0dd\uc131 \ubc0f \uace0\uac1d \ucc38\uc5ec \ucd09\uc9c4 \uc7a0\uc7ac \uace0\uac1d \ubc1c\uad74 \ub9ac\ub4dc \uc0dd\uc131 \uc601\uc5c5 \uc790\ub3d9\ud654 \uace0\uac1d \uad00\uacc4 \uad00\ub9ac<\/b><\/li>\n<li><b>9.4 \ub9c8\ucf00\ud305 AI \uc5d0\uc774\uc804\ud2b8 \uac1c\uc778\ud654\ub41c \ucea0\ud398\uc778 \ubc0f ROI \ucd94\uc801 \uc9c0\uc6d0 \ucf58\ud150\uce20 \uc81c\uc791 \ubc0f SEO \ucea0\ud398\uc778 \uad00\ub9ac \ub9c8\ucf00\ud305 \uac1c\uc778\ud654<\/b><\/li>\n<li><b>9.5 \ubc95\ub960 AI \uc5d0\uc774\uc804\ud2b8 \ubc95\ub960 \uc5f0\uad6c \ubc0f \uaddc\uc815 \uc900\uc218 \uc5c5\ubb34 \uc790\ub3d9\ud654 \ubc95\ub960 \uc5f0\uad6c \ubb38\uc11c \uac80\ud1a0 \ubc0f \uad00\ub9ac \ubc95\ub960 \uaddc\uc815 \uc900\uc218<\/b><\/li>\n<li><b>9.6 \uc6b4\uc601 \ubc0f \uacf5\uae09\ub9dd \uad00\ub9ac \uc5d0\uc774\uc804\ud2b8 \ubc30\uce58\ub97c \ud1b5\ud55c \ubb3c\ub958, \uc7ac\uace0, \uacc4\ud68d \ucd5c\uc801\ud654 \uc218\uc694 \uc608\uce21 \uc7ac\uace0 \ucd5c\uc801\ud654 \ubb3c\ub958 \ubc0f \uacbd\ub85c \uacc4\ud68d \uc0dd\uc0b0 \uacc4\ud68d \ubc0f \uc77c\uc815 \uad00\ub9ac \uae30\ud0c0<\/b><\/li>\n<li><b>9.7 \ubcf4\uc548 \ubc0f \uc704\ud5d8 \uad00\ub9ac \uc704\ud5d8 \ud0d0\uc9c0 \ubc0f \uc704\ud611 \uc644\ud654 \uac15\ud654<\/b><\/li>\n<li><b>9.8 \uace0\uac1d \uc11c\ube44\uc2a4 \ubc0f \uc9c0\uc6d0 \uc751\ub2f5 \uc2dc\uac04 \ubc0f \ub9cc\uc871\ub3c4 \uac1c\uc120 \uc140\ud504 \uc11c\ube44\uc2a4 \ucc57\ubd07 \uac10\uc815 \ubd84\uc11d<\/b><\/li>\n<li><b>9.9 \ucf54\ub529 \ubc0f \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ucf54\ub4dc \uc0dd\uc131, \ub514\ubc84\uae45 \ubc0f \ubc30\ud3ec\ub97c \uc9c0\uc6d0\ud558\ub294 AI \uc5d0\uc774\uc804\ud2b8 \ucf54\ub4dc \uc0dd\uc131 \ucf54\ub4dc \ub514\ubc84\uae45 \uc9c0\uc18d\uc801\uc778 \ud1b5\ud569\/\uc9c0\uc18d\uc801\uc778 \uc81c\uacf5(CI\/CD)<\/b><\/li>\n<li><b>9.10 \uc81c\ud488 \uad00\ub9ac \uc81c\ud488 \uad00\ub9ac\uc5d0 AI \uc5d0\uc774\uc804\ud2b8 \uc81c\ud488 \uacc4\ud68d \ubc0f \uc790\uc6d0 \ud560\ub2f9 \uc9c0\uc6d0 \uc2dc\uc7a5 \uc870\uc0ac \uc81c\ud488 \uac1c\ubc1c \ud504\ub85c\uc81d\ud2b8 \uc791\uc5c5 \uc790\ub3d9\ud654 \uc790\uc6d0 \ud560\ub2f9<\/b><\/li>\n<li><b>9.11 \ud68c\uacc4 \uac70\ub798 \uc790\ub3d9\ud654 \ubc0f \uc0ac\uae30 \uac80\uc0ac \uc694\uad6c\uc0ac\ud56d \uac70\ub798 \uc2e4\ud328 \uad00\ub9ac \uc0ac\uae30 \uad00\ub9ac<\/b><\/li>\n<li><b>9.12 \uc778\uc0ac \uad00\ub9ac HR \uc5d0\uc774\uc804\ud2b8\ub97c \ud65c\uc6a9\ud55c \ucc44\uc6a9 \ubc0f \uc9c1\uc6d0 \ucc38\uc5ec \ucd5c\uc801\ud654 \ucc44\uc6a9 \ubc0f \ucc44\uc6a9 \ud504\ub85c\uc138\uc2a4 \uc9c1\uc6d0 \ucc38\uc5ec<\/b><\/li>\n<li><b>9.13 \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \uc5d0\uc774\uc804\ud2b8 \uc608\uce21 \ubd84\uc11d \ubc0f \ub300\uc2dc\ubcf4\ub4dc \uc81c\uacf5\uc744 \ud1b5\ud55c \ube44\uc988\ub2c8\uc2a4 \ucc38\uc5ec \uac15\ud654 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ud1b5\ucc30\ub825 \uc0dd\uc131 \uc608\uce21 \ubd84\uc11d \ubc0f \uc608\uce21 \uc790\ub3d9\ud654\ub41c \ubcf4\uace0 \ubc0f \ub300\uc2dc\ubcf4\ub4dc \ub370\uc774\ud130 \uc815\ub9ac \ubc0f \uc900\ube44<\/b><\/li>\n<li><b>9.14 \uae30\ud0c0 \uc5d0\uc774\uc804\ud2b8 \uc5ed\ud560<\/b><\/li>\n<\/ul>\n<p><b>AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5, \ucd5c\uc885 \uc0ac\uc6a9\uc790\ubcc4<\/b><\/p>\n<p><b><i>\uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f 2030\ub144\uae4c\uc9c0\uc758 \uc804\ub9dd \u2013 \uac00\uce58(\uc2ed\uc5b5 \ub2ec\ub7ec)<\/i><\/b><\/p>\n<p><b>214<\/b><\/p>\n<ul>\n<li><b>10.1 \uc18c\uac1c \ucd5c\uc885 \uc0ac\uc6a9\uc790: AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n<li><b>10.2 \uae30\uc5c5 BFSI &#8211; BFSI \ubd80\ubb38\uc758 AI \uc5d0\uc774\uc804\ud2b8 \ud1b5\ud569\uc744 \ucd94\uc9c4\ud558\ub294 \uc790\ub3d9\ud654 \ubc0f 24\uc2dc\uac04 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5d0 \ub300\ud55c \uc694\uad6c \uc99d\uac00 &#8211; \uc740\ud589 &#8211; \uae08\uc735 \uc11c\ube44\uc2a4 &#8211; \ubcf4\ud5d8 \ud1b5\uc2e0 &#8211; \uc6d0\ud65c\ud55c \ud1b5\uc2e0\uc744 \uc704\ud55c \ud1b5\uc2e0 \ubd84\uc57c\uc758 AI \uc5d0\uc774\uc804\ud2b8 \uc815\ubd80 \ubc0f \uacf5\uacf5 \ubd80\ubb38- AI \uc5f0\uad6c\uc5d0 \ud22c\uc790\ud558\uace0 \ud559\uacc4 \ubc0f \ubbfc\uac04 \ubd80\ubb38\uacfc\uc758 \ud611\ub825\uc744 \ucd09\uc9c4\ud558\uae30 \uc704\ud574 \ud601\uc2e0 \ud5c8\ube0c\ub97c \uad6c\ucd95\ud558\ub294 \uc815\ubd80 \uc758\ub8cc \ubc0f \uc0dd\uba85 \uacfc\ud559 &#8211; \uc758\ub8cc \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4\ub294 AI \uc5d0\uc774\uc804\ud2b8\ub97c \ud65c\uc6a9\ud558\uc5ec \ud589\uc815 \uc5c5\ubb34\ub97c \uac04\uc18c\ud654\ud558\uc5ec \uc758\ub8cc \uc804\ubb38\uac00\uac00 \ud658\uc790 \uce58\ub8cc\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0 \uc81c\uc870 &#8211; AI\ub294 \uc81c\uc870 \uacf5\uc815\uc744 \ud601\uc2e0\ud558\uace0 \uc9c4\ud654\ud558\ub294 \uc2dc\uc7a5 \ud658\uacbd\uc5d0\uc11c \uacbd\uc7c1\ub825\uc744 \uac15\ud654\ud569\ub2c8\ub2e4. \ubbf8\ub514\uc5b4 \ubc0f \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8 &#8211; \ubbf8\ub514\uc5b4 \ubc0f \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8 \uae30\uc5c5\uc740 \uacbd\uc7c1\ub825\uc744 \uc720\uc9c0\ud558\uace0 \uc9c4\ud654\ud558\ub294 \uc18c\ube44\uc790\uc758 \uc694\uad6c\ub97c \ucda9\uc871\ud558\uae30 \uc704\ud574 AI \uc5d0\uc774\uc804\ud2b8\ub97c \uc810\uc810 \ub354 \ub9ce\uc774 \ud65c\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.- \uad11\uace0 &#8211; \uc74c\uc545 &#8211; \uc601\ud654 &#8211; \uac8c\uc784 &#8211; \uc800\ub110\ub9ac\uc998 \uc18c\ub9e4 \ubc0f \uc804\uc790 \uc0c1\uac70\ub798 &#8211; AI \uc5d0\uc774\uc804\ud2b8\uac00 \uac1c\uc778\ud654\ub97c \ucd09\uc9c4\ud558\uace0 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ud5a5\uc0c1\uc2dc\ucf1c \uc0b0\uc5c5\uc744 \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc220 \uc81c\uacf5\uc5c5\uccb4 &#8211; \uc5ed\ub3d9\uc801\uc778 \ud658\uacbd\uc5d0 \uc801\uc751\ud558\uace0 \ub370\uc774\ud130 \uae30\ubc18\uc758 \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub9de\ucda4\ud615 AI \uc5d0\uc774\uc804\ud2b8 \uc804\ubb38 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4 &#8211; \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ub192\uc784\uc73c\ub85c\uc368 \uc0b0\uc5c5\uc744 \uc7ac\ud3b8\ud558\uae30 \uc704\ud574 \uc804\ubb38 \uc11c\ube44\uc2a4\uc5d0 AI \uc5d0\uc774\uc804\ud2b8\ub97c \ud1b5\ud569 &#8211; \ucee8\uc124\ud305 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4 &#8211; \uc9c0\uc2dd \ud504\ub85c\uc138\uc2a4 \uc544\uc6c3\uc18c\uc2f1 (KPO)- \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4 \uc544\uc6c3\uc18c\uc2f1 (BPO)- \ucc44\uc6a9- \ubc95\ub960 \uc0ac\ubb34\uc18c- \uae30\ud0c0 \uae30\uc5c5<\/b><\/li>\n<li><b>10.3 \uc18c\ube44\uc790<\/b><\/li>\n<\/ul>\n<p><b>\uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5, \uc9c0\uc5ed\ubcc4<\/b><\/p>\n<p><b><i>\uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc804\ub9dd (2030\ub144\uae4c\uc9c0), \uad6d\uac00\ubcc4 \ubd84\uc11d \u2013 \uac00\uce58 (USD \uc5b5 \ub2ec\ub7ec)<\/i><\/b><\/p>\n<p><b>249<\/b><\/p>\n<ul>\n<li><b>11.1 \uc18c\uac1c<\/b><\/li>\n<li><b>11.2 \ubd81\ubbf8 \ubd81\ubbf8: AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5 \ub3d9\uc778 \ubd81\ubbf8: \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \ubbf8\uad6d &#8211; \uc120\ub3c4\uc801\uc778 \uae30\uc220 \uae30\uc5c5 \ubc0f \ud22c\uc790\uc758 \ucc44\ud0dd \ucd94\uc9c4 \uce90\ub098\ub2e4 &#8211; \uce90\ub098\ub2e4 \uc815\ubd80\uc758 AI \uc9c0\uc6d0 \uc815\ucc45 \ubc0f \ud601\uc2e0 \ud5c8\ube0c<\/b><\/li>\n<li><b>11.3 \uc720\ub7fd \uc720\ub7fd: AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5 \ub3d9\uc778 \uc720\ub7fd: \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \uc601\uad6d &#8211; \ucc45\uc784\uac10 \uc788\ub294 AI\uc5d0 \ub300\ud55c \ud22c\uc790 \ubc0f \uaddc\uc81c \ub9ac\ub354\uc2ed \ub3c5\uc77c &#8211; \uac15\ub825\ud55c \uc0b0\uc5c5 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubc0f \uc5f0\uad6c \ud074\ub7ec\uc2a4\ud130 \ud504\ub791\uc2a4 &#8211; AI \uc5d0\uc774\uc804\ud2b8 \uc0ac\uc6a9\uc744 \uac00\uc18d\ud654\ud558\ub294 \ubbfc\uad00 \ud30c\ud2b8\ub108\uc2ed \uc774\ud0c8\ub9ac\uc544 &#8211; \uc81c\uc870 \ubc0f \uc11c\ube44\uc2a4\uc5d0 AI \uc5d0\uc774\uc804\ud2b8\ub97c \ucc44\ud0dd\ud558\ub294 \uae30\uc5c5 \uc2a4\ud398\uc778 &#8211; \ub514\uc9c0\ud138 \uc815\ucc45\uc774 \uc9c0\uc6d0\ud558\ub294 \uc131\uc7a5\ud558\ub294 AI \uc0dd\ud0dc\uacc4 \ub124\ub35c\ub780\ub4dc &#8211; \uc724\ub9ac\uc801 AI \uc5d0\uc774\uc804\ud2b8 \ubc0f \ud601\uc2e0 \ud5c8\ube0c\uc5d0 \uc911\uc810 \ub098\uba38\uc9c0 \uc720\ub7fd<\/b><\/li>\n<li><b>11.4 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591: AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5 \ub3d9\uc778 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591: \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \uc911\uad6d &#8211; \uae30\uc5c5 \ubc0f \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0 \uc774\ub2c8\uc154\ud2f0\ube0c\uc5d0 AI\uc758 \uae09\uc18d\ud55c \ucc44\ud0dd \uc778\ub3c4 &#8211; AI \uc2a4\ud0c0\ud2b8\uc5c5 \uc0dd\ud0dc\uacc4 \uc721\uc131\uc744 \uc704\ud55c \uc815\ubd80\uc758 \ucd94\uc9c4 \uc77c\ubcf8 &#8211; \uc0b0\uc5c5 \uc804\ubc18\uc5d0 \uac78\uccd0 \uc790\ub3d9\ud654 \ubc0f \uc0dd\uc0b0\uc131\uc744 \ucd09\uc9c4\ud558\ub294 AI \uc5d0\uc774\uc804\ud2b8 \ud55c\uad6d &#8211; AI \ud601\uc2e0 \ubc0f \uc815\ubd80 \uc9c0\uc6d0 R&amp;D\ub85c AI \uc5d0\uc774\uc804\ud2b8 \ubc30\ud3ec \ud655\ub300 \ud638\uc8fc \ubc0f \ub274\uc9c8\ub79c\ub4dc- ANZ\uc5d0\uc11c AI \uc5d0\uc774\uc804\ud2b8\uc758 \uac1c\ubc1c \ubc0f \ubc30\ud3ec\ub97c \ud615\uc131\ud558\ub294 \uc724\ub9ac\uc801 AI \ubc0f \ub370\uc774\ud130 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638\uc5d0 \uc911\uc810 \uc2f1\uac00\ud3ec\ub974 &#8211; \uc2f1\uac00\ud3ec\ub974\uc758 \ub300\uae30\uc5c5\ub4e4\uc774 \ube44\uc988\ub2c8\uc2a4 \uc6b4\uc601\uc744 \uac1c\uc120\ud558\uae30 \uc704\ud574 AI \uc5d0\uc774\uc804\ud2b8\ub97c \uc810\uc810 \ub354 \ub9ce\uc774 \ucc44\ud0dd \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uae30\ud0c0 \uc9c0\uc5ed<\/b><\/li>\n<li><b>11.5 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74: AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5 \ub3d9\uc778 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74: \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \uc0ac\uc6b0\ub514\uc544\ub77c\ube44\uc544- 2030 \ube44\uc804 \ud558\uc758 \ud22c\uc790\uac00 AI \uc5d0\uc774\uc804\ud2b8\uc758 \uc131\uc7a5\uc744 \ucd09\uc9c4 \uc544\ub78d\uc5d0\ubbf8\ub9ac\ud2b8 &#8211; AI \uc804\ub7b5\uc774 \uc815\ubd80 \ubc0f \uae30\uc5c5\uc758 AI \ub3c4\uc785\uc744 \ucd09\uc9c4 \uce74\ud0c0\ub974 &#8211; \uce74\ud0c0\ub974\ub294 \uacbd\uc81c \ud604\ub300\ud654\ub97c \uc704\ud574 AI \uae30\uc220\uc5d0 \ub9c9\ub300\ud55c \ud22c\uc790\ub97c \ud558\uace0 \uc788\uc73c\uba70, \uc758\ub8cc, \uad50\uc721, \uae08\uc735 \ub4f1 \ubd80\ubb38\uc5d0 \uc9d1\uc911 \ud130\ud0a4 &#8211; \ud130\ud0a4\uc758 \uae09\uc131\uc7a5\ud558\ub294 \uae30\uc220 \ubd80\ubb38\uc774 AI \uc5d0\uc774\uc804\ud2b8 \ub3c4\uc785\uc758 \uc8fc\uc694 \ub3d9\ub825 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74 \uae30\ud0c0 \uc9c0\uc5ed &#8211; \uc544\ud504\ub9ac\uce74 \uad6d\uac00\ub4e4\uc774 \uc9c1\uba74\ud55c \uace0\uc720\ud55c \uc0ac\uc774\ubc84 \ubcf4\uc548 \uacfc\uc81c\uc5d0 \ub9de\ub294 \uc0c8\ub85c\uc6b4 AI \ubaa8\ub378 \ubc0f \uae30\uc220 \uac1c\ubc1c<\/b><\/li>\n<li><b>11.6 \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74 \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74: AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5 \ub3d9\uc778 \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74: \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \ube0c\ub77c\uc9c8 &#8211; \uc5ec\ub7ec \ubd80\ubb38\uc5d0 \uac78\uccd0 AI \uc5d0\uc774\uc804\ud2b8\uc5d0 \ub300\ud55c \uc9c0\uc5ed \ucd5c\ub300 \uc2dc\uc7a5 \uba55\uc2dc\ucf54 &#8211; \uc5ec\ub7ec \ubd80\ubb38\uc5d0 \uac78\uccd0 AI \uc5d0\uc774\uc804\ud2b8\uc5d0 \ub300\ud55c \uc9c0\uc5ed \ucd5c\ub300 \uc2dc\uc7a5 \uc544\ub974\ud5e8\ud2f0\ub098 &#8211; \uc2e0\ud765 AI \uc2a4\ud0c0\ud2b8\uc5c5 \ubc0f \uae30\uc5c5 \ud30c\uc77c\ub7ff \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74 \uae30\ud0c0 \uc9c0\uc5ed<\/b><\/li>\n<\/ul>\n<p><b>\uacbd\uc7c1 \ud658\uacbd<\/b><\/p>\n<p><b><i>\uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d (%) \ubc0f \uacbd\uc7c1 \uc704\uce58 \ub9e4\ud2b8\ub9ad\uc2a4<\/i><\/b><\/p>\n<p><b>357<\/b><\/p>\n<ul>\n<li><b>12.1 \uac1c\uc694<\/b><\/li>\n<li><b>12.2 \uc8fc\uc694 \ud50c\ub808\uc774\uc5b4 \uc804\ub7b5, 2022\u20132025<\/b><\/li>\n<li><b>12.3 \ub9e4\ucd9c \ubd84\uc11d, 2020~2024<\/b><\/li>\n<li><b>12.4 \uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d, 2024 AI \uc5d0\uc774\uc804\ud2b8\ub97c \uc81c\uacf5\ud558\ub294 \uc8fc\uc694 \uc5c5\uccb4\uc758 \uc2dc\uc7a5 \uc810\uc720\uc728 &#8211; \uc2dc\uc7a5 \uc21c\uc704 \ubd84\uc11d<\/b><\/li>\n<li><b>12.5 \uc81c\ud488 \ube44\uad50 \uc624\ud508 \uc18c\uc2a4 AI \uc5d0\uc774\uc804\ud2b8\ubcc4 \uc81c\ud488 \ube44\uad50 \ubd84\uc11d &#8211; Sweep AI (Sweep.dev) &#8211; Superagent (Superagent AI) &#8211; MetaGPT (Geekan) &#8211; AutoGen (Microsoft)- ChatDev (OpenBMB) \uc81c\ud488 \ube44\uad50 \ubd84\uc11d, \ud3d0\uc1c4\ud615 AI \uc5d0\uc774\uc804\ud2b8\ubcc4 &#8211; Blackbox AI (Blackbox) &#8211; Copilot X (GitHub) &#8211; Deepnote AI (Deepnote) &#8211; Phind Ask (Phind) &#8211; Gumloop Flow (Gumloop)<\/b><\/li>\n<li><b>12.6 \uae30\uc5c5 \uac00\uce58 \ud3c9\uac00 \ubc0f \uc7ac\ubb34 \uc9c0\ud45c<\/b><\/li>\n<li><b>12.7 \uae30\uc5c5 \ud3c9\uac00 \ub9e4\ud2b8\ub9ad\uc2a4: \uc8fc\uc694 \ud50c\ub808\uc774\uc5b4, 2024\ub144 \uc2a4\ud0c0 \uae30\uc5c5, \uc2e0\ud765 \ub9ac\ub354, \uc8fc\uc694 \ud50c\ub808\uc774\uc5b4, \ucc38\uac00 \uae30\uc5c5 \uae30\uc5c5 \ubc1c\uc790\uad6d: \uc8fc\uc694 \ud50c\ub808\uc774\uc5b4, 2024\ub144- \uae30\uc5c5 \ubc1c\uc790\uad6d- \uc9c0\uc5ed \ubc1c\uc790\uad6d- \uc81c\ud488 \uc720\ud615 \ubc1c\uc790\uad6d- \uc5d0\uc774\uc804\ud2b8 \uc5ed\ud560 \ubc1c\uc790\uad6d- \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c \ubc1c\uc790\uad6d- \ucd5c\uc885 \uc0ac\uc6a9\uc790 \ubc1c\uc790\uad6d<\/b><\/li>\n<li><b>12.8 \uae30\uc5c5 \ud3c9\uac00 \ub9e4\ud2b8\ub9ad\uc2a4: \uc2a4\ud0c0\ud2b8\uc5c5\/\uc911\uc18c\uae30\uc5c5, 2024 \uc9c4\ubcf4\uc801 \uae30\uc5c5, \ubc18\uc751\ud615 \uae30\uc5c5, \uc5ed\ub3d9\uc801 \uae30\uc5c5, \ucd9c\ubc1c \ub2e8\uacc4 \uae30\uc5c5 \uacbd\uc7c1 \ubca4\uce58\ub9c8\ud0b9: \uc2a4\ud0c0\ud2b8\uc5c5\/\uc911\uc18c\uae30\uc5c5, 2024- \uc8fc\uc694 \uc2a4\ud0c0\ud2b8\uc5c5\/\uc911\uc18c\uae30\uc5c5 \ubaa9\ub85d- \uc8fc\uc694 \uc2a4\ud0c0\ud2b8\uc5c5\/\uc911\uc18c\uae30\uc5c5\uc758 \uacbd\uc7c1 \ubca4\uce58\ub9c8\ud0b9<\/b><\/li>\n<li><b>12.9 \uacbd\uc7c1 \uc2dc\ub098\ub9ac\uc624 \uc81c\ud488 \ucd9c\uc2dc \ubc0f \uac1c\uc120 \uac70\ub798<\/b><\/li>\n<\/ul>\n<p><b>\ud68c\uc0ac \ud504\ub85c\ud544<\/b><\/p>\n<p><b><i>SWOT, \uc7ac\ubb34 \uc815\ubcf4 \ubc0f \ucd5c\uadfc \uac1c\ubc1c \uc0ac\ud56d\uc744 \ud3ec\ud568\ud55c \uc8fc\uc694 \uc5c5\uccb4\uc5d0 \ub300\ud55c \uc2ec\uce35 \ud504\ub85c\ud544<\/i><\/b><\/p>\n<p><b>392<\/b><\/p>\n<ul>\n<li><b>13.1 \uc18c\uac1c<\/b><\/li>\n<li><b>13.2 \uc8fc\uc694 \ud50c\ub808\uc774\uc5b4<\/b><\/li>\n<li>\n<div class=\"bullets\">\u00a0IBM<\/div>\n<div class=\"bulletsList\">&#8211; Business overview<\/div>\n<div class=\"bulletsList\">&#8211; Products\/Solutions\/Services offered<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bulletsList\">&#8211; MnM view<\/div>\n<div class=\"bullets\">\u00a0MICROSOFT<\/div>\n<div class=\"bulletsList\">&#8211; Business overview<\/div>\n<div class=\"bulletsList\">&#8211; Products\/Solutions\/Services offered<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bulletsList\">&#8211; MnM view<\/div>\n<div class=\"bullets\">\u00a0GOOGLE<\/div>\n<div class=\"bulletsList\">&#8211; Business overview<\/div>\n<div class=\"bulletsList\">&#8211; Products\/Solutions\/Services offered<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bulletsList\">&#8211; MnM view<\/div>\n<div class=\"bullets\">\u00a0AWS<\/div>\n<div class=\"bulletsList\">&#8211; Business overview<\/div>\n<div class=\"bulletsList\">&#8211; Products\/Solutions\/Services offered<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bulletsList\">&#8211; MnM view<\/div>\n<div class=\"bullets\">\u00a0NVIDIA<\/div>\n<div class=\"bulletsList\">&#8211; Business overview<\/div>\n<div class=\"bulletsList\">&#8211; Products\/Solutions\/Services offered<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bulletsList\">&#8211; MnM view<\/div>\n<div class=\"bullets\">\u00a0ORACLE<\/div>\n<div class=\"bulletsList\">&#8211; Business overview<\/div>\n<div class=\"bulletsList\">&#8211; Products\/Solutions\/Services offered<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bullets\">\u00a0SALESFORCE<\/div>\n<div class=\"bulletsList\">&#8211; Business overview<\/div>\n<div class=\"bulletsList\">&#8211; Products\/Solutions\/Services offered<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bullets\">\u00a0OPENAI<\/div>\n<div class=\"bulletsList\">&#8211; Business overview<\/div>\n<div class=\"bulletsList\">&#8211; Products\/Solutions\/Services offered<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bullets\">\u00a0LIVEPERSON<\/div>\n<div class=\"bulletsList\">&#8211; Business overview<\/div>\n<div class=\"bulletsList\">&#8211; Products\/Solutions\/Services offered<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bulletsList\">&#8211; Tempus ai<\/div>\n<div class=\"bulletsList\">&#8211; kore.ai<\/div>\n<div class=\"bulletsList\">&#8211; leewayhertz<\/div>\n<div class=\"bulletsList\">&#8211; cs disco<\/div>\n<div class=\"bulletsList\">&#8211; aerogility<\/div>\n<div class=\"bulletsList\">&#8211; gupshup<\/div>\n<div class=\"bulletsList\">&#8211; hirevue<\/div>\n<div class=\"bulletsList\">&#8211; helpshift<\/div>\n<div class=\"bulletsList\">&#8211; fluid ai<\/div>\n<div class=\"bulletsList\">&#8211; amelia<\/div>\n<div class=\"bulletsList\">&#8211; irisity<\/div>\n<div class=\"bulletsList\">&#8211; cogito<\/div>\n<div class=\"bulletsList\">&#8211; smartaction<\/div>\n<\/li>\n<li>\n<div class=\"bulletsHead\">13.3 STARTUP\/SME PROFILES<\/div>\n<div class=\"bullets\">\u00a0TOVIE AI<\/div>\n<div class=\"bulletsList\">&#8211; Business overview<\/div>\n<div class=\"bulletsList\">&#8211; Products\/Solutions\/Services offered<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bullets\">\u00a0COGNOSYS<\/div>\n<div class=\"bullets\">\u00a0AISERA<\/div>\n<div class=\"bullets\">\u00a0MARKOVATE<\/div>\n<div class=\"bullets\">\u00a0RASA<\/div>\n<div class=\"bullets\">\u00a0STABILITY AI<\/div>\n<div class=\"bullets\">\u00a0INFINITUS SYSTEMS<\/div>\n<div class=\"bullets\">\u00a0SIERRA<\/div>\n<div class=\"bullets\">\u00a0LEVEL AI<\/div>\n<div class=\"bulletsList\">&#8211; Sybill AI<\/div>\n<div class=\"bulletsList\">&#8211; truva<\/div>\n<div class=\"bulletsList\">&#8211; leena ai<\/div>\n<div class=\"bulletsList\">&#8211; tars<\/div>\n<div class=\"bulletsList\">&#8211; talkie.ai<\/div>\n<div class=\"bulletsList\">&#8211; heymilo ai<\/div>\n<div class=\"bulletsList\">&#8211; cujo ai<\/div>\n<div class=\"bulletsList\">&#8211; oneai<\/div>\n<div class=\"bulletsList\">&#8211; locale.ai<\/div>\n<div class=\"bulletsList\">&#8211; cognigy<\/div>\n<div class=\"bulletsList\">&#8211; newo.ai<\/div>\n<div class=\"bulletsList\">&#8211; beam AI<\/div>\n<div class=\"bulletsList\">&#8211; causalens<\/div>\n<div class=\"bulletsList\">&#8211; krisp<\/div>\n<div class=\"bulletsList\">&#8211; relevance ai<\/div>\n<div class=\"bulletsList\">&#8211; spell<\/div>\n<div class=\"bulletsList\">&#8211; bluej<\/div>\n<div class=\"bulletsList\">&#8211; luminance<\/div>\n<div class=\"bulletsList\">&#8211; lawgeex<\/div>\n<\/li>\n<\/ul>\n<p><b>\uad00\ub828 \uc2dc\uc7a5<\/b><\/p>\n<p><b>459<\/b><\/p>\n<ul>\n<li><b>14.1 \uc18c\uac1c<\/b><\/li>\n<li><b>14.2 \uc778\uacf5\uc9c0\ub2a5(AI) \uc2dc\uc7a5 \u2013 2030\ub144 \uae00\ub85c\ubc8c \uc804\ub9dd \uc2dc\uc7a5 \uc815\uc758 \uc2dc\uc7a5 \uac1c\uc694- \uc778\uacf5\uc9c0\ub2a5 \uc2dc\uc7a5, \uc81c\uacf5 \ubc29\uc2dd\ubcc4- \uc778\uacf5\uc9c0\ub2a5 \uc2dc\uc7a5, \ube44\uc988\ub2c8\uc2a4 \uae30\ub2a5\ubcc4- \uc778\uacf5\uc9c0\ub2a5 \uc2dc\uc7a5, \uae30\uc220\ubcc4- \uc778\uacf5\uc9c0\ub2a5 \uc2dc\uc7a5, \uc0b0\uc5c5\ubcc4- \uc778\uacf5\uc9c0\ub2a5 \uc2dc\uc7a5, \uc9c0\uc5ed\ubcc4<\/b><\/li>\n<li><b>14.3 \uc0dd\uc131\ud615 AI \uc2dc\uc7a5 \u2013 2030\ub144\uae4c\uc9c0\uc758 \uae00\ub85c\ubc8c \uc804\ub9dd \uc2dc\uc7a5 \uc815\uc758 \uc2dc\uc7a5 \uac1c\uc694- \uc0dd\uc131\ud615 AI \uc2dc\uc7a5, \uc81c\uacf5\ubcc4- \uc0dd\uc131\ud615 AI \uc2dc\uc7a5, \ub370\uc774\ud130 \ubaa8\ub2ec\ub9ac\ud2f0\ubcc4- \uc0dd\uc131\ud615 AI \uc2dc\uc7a5, \uc751\uc6a9 \ubd84\uc57c\ubcc4- \uc0dd\uc131\ud615 AI \uc2dc\uc7a5, \uc0b0\uc5c5\ubcc4- \uc0dd\uc131\ud615 AI \uc2dc\uc7a5, \uc9c0\uc5ed\ubcc4<\/b><\/li>\n<\/ul>\n<p><b>\ubd80\ub85d<\/b><\/p>\n<p><b>474<\/b><\/p>\n<ul>\n<li><b>15.1 \ud1a0\ub860 \uac00\uc774\ub4dc<\/b><\/li>\n<li><b>15.2 KNOWLEDGESTORE: MARKETSANDMARKETS\uc758 \uad6c\ub3c5 \ud3ec\ud138<\/b><\/li>\n<li><b>15.3 \ub9de\ucda4\ud654 \uc635\uc158<\/b><\/li>\n<li><b>15.4 \uad00\ub828 \ubcf4\uace0\uc11c<\/b><\/li>\n<li><b>15.5 \uc800\uc790 \uc815\ubcf4<\/b><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>AI \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc7a5 \uaddc\ubaa8\ub294 2024\ub144\uc5d0 52\uc5b5 5\ucc9c\ub9cc \ub2ec\ub7ec\ub85c \ud3c9\uac00\ub418\uc5c8\uc73c\uba70, 2025\ub144\uc5d0 78\uc5b5 4\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0\uc11c 2030\ub144\uc5d0\ub294 526\uc5b5 2\ucc9c\ub9cc \ub2ec\ub7ec\ub85c \uc5f0\ud3c9\uade0 46.3%\uc758 \uc131\uc7a5\ub960\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae09\uc18d\ud55c \uc131\uc7a5\uc740 AI \uc5d0\uc774\uc804\ud2b8 \uac1c\uc120\uc5d0 \uae30\ucd08 \ubaa8\ub378\uc758 \uc5ed\ud560\uc774 \ucee4\uc9c0\uace0 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uae30\ucd08 \ubaa8\ub378\uc758 \ud1b5\ud569\uc73c\ub85c \uc774\ub7ec\ud55c AI \uc5d0\uc774\uc804\ud2b8\ub294 \uae30\uc874\uc758 \uaddc\uce59 \uae30\ubc18 \ubd07\uc758 \ub2a5\ub825\uc744 \ud6e8\uc52c \ub6f0\uc5b4 \ub118\ub294 \ubcf5\uc7a1\ud558\uace0 \uc5ec\ub7ec \ub2e8\uacc4\ub85c \uad6c\uc131\ub41c \uc791\uc5c5\uc744 \uc790\uc728\uc801\uc73c\ub85c \uc218\ud589\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Cognosys \ubc0f Adept\uc640 \uac19\uc740 \uae30\uc5c5\ub4e4\uc740 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \uc778\ubcf4\uc774\uc2a4 \uc870\uc815\uc774\ub098 SOC \uacbd\ubcf4 \ubd84\ub958\uc640 \uac19\uc740 \ud504\ub85c\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uace0 \uc218\uc791\uc5c5\uc744 60% \uc774\uc0c1 \uc904\uc774\ub294 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ud604\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc790\uc728 \uc5d0\uc774\uc804\ud2b8\ub85c\uc758 \uc804\ud658\uc740 CRM, ERP \ubc0f \uac1c\ubc1c\uc790 \ub3c4\uad6c\uc5d0\uc11c \ucf54\ud30c\uc77c\ub7ff\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \ub354\uc6b1 \uac00\uc18d\ud654\ub418\uace0 \uc788\uc73c\uba70, Microsoft\uc640 \uac19\uc740 \ubca4\ub354\ub4e4\uc740 Dynamics 365 \ubc0f GitHub\uc5d0 \uc5d0\uc774\uc804\ud2b8\ub97c \ub0b4\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc2dc\uc7a5 \ud655\uc7a5\uc740 \uc5d0\uc774\uc804\ud2b8\uac00 \uc0c1\ud638 \uc791\uc6a9\uc744 \ub9de\ucda4\ud654\ud558\uace0, \uc751\ub2f5 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\uba70, \ubcf5\uc7a1\ud55c \uaddc\uc81c \ud504\ub85c\uc138\uc2a4\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uc758\ub8cc, \uc18c\ub9e4 \ubc0f \uae08\uc735\uacfc \uac19\uc740 \uc0b0\uc5c5\ubcc4 \ucc44\ud0dd\uc5d0 \uc758\ud574 \ub354\uc6b1 \uac00\uc18d\ud654\ub418\uace0 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