{"id":50399,"date":"2026-02-22T06:27:12","date_gmt":"2026-02-22T06:27:12","guid":{"rendered":"https:\/\/www.globalresearch.co.kr\/insight\/no-code-ai-platform-market-mordor\/"},"modified":"2026-09-25T21:10:12","modified_gmt":"2026-09-25T12:10:12","slug":"no-code-ai-platform-market-mordor","status":"publish","type":"post","link":"https:\/\/www.globalresearch.co.kr\/insight\/no-code-ai-platform-market-mordor\/","title":{"rendered":"\uc138\uacc4\uc758 \ub178\ucf54\ub4dc AI \ud50c\ub7ab\ud3fc \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc810\uc720\uc728 \ubd84\uc11d &#8211; \uc131\uc7a5 \ub3d9\ud5a5 \ubc0f \uc804\ub9dd (2026-2031)"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2026\/02\/no-code-ai-platform-market-1751050518967-major-players.webp\" alt=\"Chart\" class=\"aligncenter size-full\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2026\/02\/no-code-ai-platform-market-size-image-1771000352553.webp\" alt=\"Chart\" class=\"aligncenter size-full\" \/><\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-0\">1. \uc11c\ub860<\/p>\n<ul>\n<li class=\"toc-level-2\">1.1 \uc5f0\uad6c \uac00\uc815 \ubc0f \uc2dc\uc7a5 \uc815\uc758<\/li>\n<li class=\"toc-level-2\">1.2 \uc5f0\uad6c \ubc94\uc704<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-1\">2. \uc5f0\uad6c \ubc29\ubc95\ub860<\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-2\">3. \uc694\uc57d<\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-3\">4. \uc2dc\uc7a5 \ud658\uacbd<\/p>\n<ul>\n<li class=\"toc-level-2\">4.1 \uc2dc\uc7a5 \uac1c\uc694<\/li>\n<li class=\"toc-level-2\">4.2 \uc2dc\uc7a5 \ub3d9\uc778\n<ul>\n<li class=\"toc-level-3\">4.2.1 BFSI \ubd80\ubb38\uc5d0\uc11c \uc2dc\ubbfc \uac1c\ubc1c\uc790 \uc774\ub2c8\uc154\ud2f0\ube0c \ucc44\ud0dd \uc99d\uac00 (\ubd81\ubbf8 \ubc0f \uc720\ub7fd)<\/li>\n<li class=\"toc-level-3\">4.2.2 \uc0dd\uc131\ud615 AI \uc560\ub4dc\uc628\uc744 \ud1b5\ud55c \ud50c\ub7ab\ud3fc \uace0\ucc29\ub3c4 \uc99d\ub300 (\uae00\ub85c\ubc8c)<\/li>\n<li class=\"toc-level-3\">4.2.3 \uc218\uc9c1\ud654\ub41c \ub178\ucf54\ub4dc AI\uc5d0 \ub300\ud55c \uc218\uc694 \uae09\uc99d (\ud5ec\uc2a4\ucf00\uc5b4, \uc0b0\uc5c5)<\/li>\n<li class=\"toc-level-3\">4.2.4 IoT \ud50c\ub9bf\uc744 \uc704\ud55c \uc5e3\uc9c0 \ucd5c\uc801\ud654 \ub178\ucf54\ub4dc ML (\uc544\uc2dc\uc544 \ubc0f \uc624\uc138\uc544\ub2c8\uc544)<\/li>\n<li class=\"toc-level-3\">4.2.5 \ud50c\ub7ab\ud3fc \ub0b4 AI \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4 \ud655\uc7a5 (\uc720\ub7fd)<\/li>\n<li class=\"toc-level-3\">4.2.6 \ubc94\uc6a9\uc5d0\uc11c \ucd08\ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\ub85c \ubca4\ucc98 \uc790\uae08 \uc774\ub3d9 (\uae00\ub85c\ubc8c)<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.3 \uc2dc\uc7a5 \uc81c\uc57d\n<ul>\n<li class=\"toc-level-3\">4.3.1 \uc81c\ud55c\uc801\uc778 \ub9de\ucda4\ud615 \ubaa8\ub378 \uac70\ubc84\ub10c\uc2a4 \ud504\ub808\uc784\uc6cc\ud06c<\/li>\n<li class=\"toc-level-3\">4.3.2 \uaddc\uc81c \ubd80\ubb38\uc5d0\uc11c \uc9c0\uc18d\uc801\uc778 &#8220;\uc100\ub3c4\uc6b0 IT&#8221; \ubcf4\uc548 \ubb38\uc81c<\/li>\n<li class=\"toc-level-3\">4.3.3 \ub3c5\uc810 AutoML \ud30c\uc774\ud504\ub77c\uc778\uc73c\ub85c \uc778\ud55c \ubca4\ub354 \uc885\uc18d<\/li>\n<li class=\"toc-level-3\">4.3.4 \uad6d\uacbd \uac04 \ubc30\ud3ec\ub97c \uc704\ud55c \ub370\uc774\ud130 \uc0c1\uc8fc \ubb38\uc81c<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.4 \uac00\uce58 \uc0ac\uc2ac \ubd84\uc11d<\/li>\n<li class=\"toc-level-2\">4.5 \uaddc\uc81c \uc804\ub9dd<\/li>\n<li class=\"toc-level-2\">4.6 \uae30\uc220 \uc804\ub9dd<\/li>\n<li class=\"toc-level-2\">4.7 \ud3ec\ud130\uc758 5\uac00\uc9c0 \uacbd\uc7c1 \uc694\uc778 \ubd84\uc11d\n<ul>\n<li class=\"toc-level-3\">4.7.1 \uacf5\uae09\uc5c5\uccb4\uc758 \uad50\uc12d\ub825<\/li>\n<li class=\"toc-level-3\">4.7.2 \uad6c\ub9e4\uc790\uc758 \uad50\uc12d\ub825<\/li>\n<li class=\"toc-level-3\">4.7.3 \uc2e0\uaddc \uc9c4\uc785\uc790\uc758 \uc704\ud611<\/li>\n<li class=\"toc-level-3\">4.7.4 \ub300\uccb4\uc7ac\uc758 \uc704\ud611<\/li>\n<li class=\"toc-level-3\">4.7.5 \uacbd\uc7c1 \uac15\ub3c4<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.8 \uac70\uc2dc \uacbd\uc81c \uc694\uc778 \ud3c9\uac00<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-4\">5. \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc131\uc7a5 \uc608\uce21 (\uac00\uce58)<\/p>\n<ul>\n<li class=\"toc-level-2\">5.1 \uad6c\uc131 \uc694\uc18c\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.1.1 \ud50c\ub7ab\ud3fc (\uc194\ub8e8\uc158 \uc2a4\uc704\ud2b8)<\/li>\n<li class=\"toc-level-3\">5.1.2 \uc11c\ube44\uc2a4 (\uad6c\ud604, \uad50\uc721, \uc9c0\uc6d0)<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.2 \uae30\uc220\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.2.1 \uc790\uc5f0\uc5b4 \ucc98\ub9ac<\/li>\n<li class=\"toc-level-3\">5.2.2 \ucef4\ud4e8\ud130 \ube44\uc804<\/li>\n<li class=\"toc-level-3\">5.2.3 \uc608\uce21 \ubc0f \ucc98\ubc29 \ubd84\uc11d<\/li>\n<li class=\"toc-level-3\">5.2.4 \ub2e4\uc911 \ubaa8\ub4dc \/ \uc0dd\uc131\ud615 AI<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.3 \ub370\uc774\ud130 \uc591\uc2dd\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.3.1 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130<\/li>\n<li class=\"toc-level-3\">5.3.2 \uc774\ubbf8\uc9c0\/\ube44\ub514\uc624 \ub370\uc774\ud130<\/li>\n<li class=\"toc-level-3\">5.3.3 \ud45c \ubc0f \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.4 \ubc30\ud3ec \ubaa8\ub4dc\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.4.1 \ud074\ub77c\uc6b0\ub4dc<\/li>\n<li class=\"toc-level-3\">5.4.2 \uc628\ud504\ub808\ubbf8\uc2a4 \/ \ud504\ub77c\uc774\ube57 \ud074\ub77c\uc6b0\ub4dc<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.5 \uae30\uc5c5 \uaddc\ubaa8\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.5.1 \ub300\uae30\uc5c5<\/li>\n<li class=\"toc-level-3\">5.5.2 \uc911\uc18c\uae30\uc5c5 (SMEs)<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.6 \uc0b0\uc5c5 \uc218\uc9c1\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.6.1 BFSI<\/li>\n<li class=\"toc-level-3\">5.6.2 IT \ubc0f \ud1b5\uc2e0<\/li>\n<li class=\"toc-level-3\">5.6.3 \uc758\ub8cc \ubc0f \uc0dd\uba85 \uacfc\ud559<\/li>\n<li class=\"toc-level-3\">5.6.4 \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798<\/li>\n<li class=\"toc-level-3\">5.6.5 \uc5d0\ub108\uc9c0 \ubc0f \uc720\ud2f8\ub9ac\ud2f0<\/li>\n<li class=\"toc-level-3\">5.6.6 \uc815\ubd80 \ubc0f \uacf5\uacf5 \ubd80\ubb38<\/li>\n<li class=\"toc-level-3\">5.6.7 \uc81c\uc870 \ubc0f \uc0b0\uc5c5<\/li>\n<li class=\"toc-level-3\">5.6.8 \uae30\ud0c0 (\uad50\uc721, \ubbf8\ub514\uc5b4 \ub4f1)<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.7 \uc9c0\uc5ed\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.7.1 \ubd81\ubbf8\n<ul>\n<li class=\"toc-level-4\">5.7.1.1 \ubbf8\uad6d<\/li>\n<li class=\"toc-level-4\">5.7.1.2 \uce90\ub098\ub2e4<\/li>\n<li class=\"toc-level-4\">5.7.1.3 \uba55\uc2dc\ucf54<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.7.2 \uc720\ub7fd\n<ul>\n<li class=\"toc-level-4\">5.7.2.1 \ub3c5\uc77c<\/li>\n<li class=\"toc-level-4\">5.7.2.2 \uc601\uad6d<\/li>\n<li class=\"toc-level-4\">5.7.2.3 \ud504\ub791\uc2a4<\/li>\n<li class=\"toc-level-4\">5.7.2.4 \uc774\ud0c8\ub9ac\uc544<\/li>\n<li class=\"toc-level-4\">5.7.2.5 \uc720\ub7fd \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.7.3 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591\n<ul>\n<li class=\"toc-level-4\">5.7.3.1 \uc911\uad6d<\/li>\n<li class=\"toc-level-4\">5.7.3.2 \uc77c\ubcf8<\/li>\n<li class=\"toc-level-4\">5.7.3.3 \ub300\ud55c\ubbfc\uad6d<\/li>\n<li class=\"toc-level-4\">5.7.3.4 \ub300\ub9cc<\/li>\n<li class=\"toc-level-4\">5.7.3.5 \uc778\ub3c4<\/li>\n<li class=\"toc-level-4\">5.7.3.6 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.7.4 \ub0a8\ubbf8\n<ul>\n<li class=\"toc-level-4\">5.7.4.1 \ube0c\ub77c\uc9c8<\/li>\n<li class=\"toc-level-4\">5.7.4.2 \uc544\ub974\ud5e8\ud2f0\ub098<\/li>\n<li class=\"toc-level-4\">5.7.4.3 \ub0a8\ubbf8 \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.7.5 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74\n<ul>\n<li class=\"toc-level-4\">5.7.5.1 \uc911\ub3d9\n<ul>\n<li class=\"toc-level-5\">5.7.5.1.1 \uc0ac\uc6b0\ub514\uc544\ub77c\ube44\uc544<\/li>\n<li class=\"toc-level-5\">5.7.5.1.2 \uc544\ub78d\uc5d0\ubbf8\ub9ac\ud2b8<\/li>\n<li class=\"toc-level-5\">5.7.5.1.3 \ud280\ub974\ud0a4\uc608<\/li>\n<li class=\"toc-level-5\">5.7.5.1.4 \uc911\ub3d9 \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-4\">5.7.5.2 \uc544\ud504\ub9ac\uce74\n<ul>\n<li class=\"toc-level-5\">5.7.5.2.1 \ub0a8\uc544\ud504\ub9ac\uce74 \uacf5\ud654\uad6d<\/li>\n<li class=\"toc-level-5\">5.7.5.2.2 \uc544\ud504\ub9ac\uce74 \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-5\">6. \uacbd\uc7c1 \ud658\uacbd<\/p>\n<ul>\n<li class=\"toc-level-2\">6.1 \uc2dc\uc7a5 \uc9d1\uc911\ub3c4<\/li>\n<li class=\"toc-level-2\">6.2 \uc804\ub7b5\uc801 \uc6c0\uc9c1\uc784<\/li>\n<li class=\"toc-level-2\">6.3 \uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d<\/li>\n<li class=\"toc-level-2\">6.4 \uae30\uc5c5 \ud504\ub85c\ud544 {(\uae00\ub85c\ubc8c \uac1c\uc694, \uc2dc\uc7a5 \uac1c\uc694, \ud575\uc2ec \ubd80\ubb38, \uc7ac\ubb34 \uc815\ubcf4(\uac00\ub2a5\ud55c \uacbd\uc6b0), \uc804\ub7b5 \uc815\ubcf4, \uc8fc\uc694 \uae30\uc5c5\uc758 \uc2dc\uc7a5 \uc21c\uc704\/\uc810\uc720\uc728, \uc81c\ud488 \ubc0f \uc11c\ube44\uc2a4, \ucd5c\uadfc \uac1c\ubc1c \uc0ac\ud56d \ud3ec\ud568)}\n<ul>\n<li class=\"toc-level-3\">6.4.1 DataRobot Inc.<\/li>\n<li class=\"toc-level-3\">6.4.2 Dataiku SAS<\/li>\n<li class=\"toc-level-3\">6.4.3 H2O.ai Inc.<\/li>\n<li class=\"toc-level-3\">6.4.4 RapidMiner Inc.<\/li>\n<li class=\"toc-level-3\">6.4.5 BigML Inc.<\/li>\n<li class=\"toc-level-3\">6.4.6 Alteryx Inc.<\/li>\n<li class=\"toc-level-3\">6.4.7 Peltarion AB<\/li>\n<li class=\"toc-level-3\">6.4.8 Akkio Inc.<\/li>\n<li class=\"toc-level-3\">6.4.9 Levity AI GmbH<\/li>\n<li class=\"toc-level-3\">6.4.10 Clarifai Inc.<\/li>\n<li class=\"toc-level-3\">6.4.11 Cogniflow Inc.<\/li>\n<li class=\"toc-level-3\">6.4.12 Obviously AI Inc.<\/li>\n<li class=\"toc-level-3\">6.4.13 MonkeyLearn Inc.<\/li>\n<li class=\"toc-level-3\">6.4.14 Runway AI Inc.<\/li>\n<li class=\"toc-level-3\">6.4.15 Edge Impulse Inc.<\/li>\n<li class=\"toc-level-3\">6.4.16 Pecan AI Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.17 Anodot Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.18 dotData Inc.<\/li>\n<li class=\"toc-level-3\">6.4.19 Noogata Technologies Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.20 Abacus.AI Inc.<\/li>\n<li class=\"toc-level-3\">6.4.21 Falkonry Inc.<\/li>\n<li class=\"toc-level-3\">6.4.22 Obviously AI Inc.<\/li>\n<li class=\"toc-level-3\">6.4.23 Akkio Inc.<\/li>\n<li class=\"toc-level-3\">6.4.24 Lobe AI (\ub3c5\ub9bd \ube0c\ub79c\ub4dc)<\/li>\n<li class=\"toc-level-3\">6.4.25 Fairly AI<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-6\">7. \uc2dc\uc7a5 \uae30\ud68c \ubc0f \ubbf8\ub798 \uc804\ub9dd<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub178\ucf54\ub4dc AI \ud50c\ub7ab\ud3fc \uc2dc\uc7a5 \uac1c\uc694: \uc131\uc7a5 \ub3d9\ud5a5 \ubc0f \uc804\ub9dd (2026-2031)<\/p>\n<p>\ubcf8 \ubcf4\uace0\uc11c\ub294 &#8216;\ub178\ucf54\ub4dc AI \ud50c\ub7ab\ud3fc \uc2dc\uc7a5 \uaddc\ubaa8, \uc131\uc7a5, \uc810\uc720\uc728 \ubc0f \ub3d9\ud5a5 \ubcf4\uace0\uc11c 2031&#8217;\uc5d0 \ub300\ud55c \uc0c1\uc138\ud55c \uc2dc\uc7a5 \uac1c\uc694\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub178\ucf54\ub4dc AI \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc740 \uae30\uc5c5\uc758 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c \uc18d\ub3c4 \ud5a5\uc0c1 \uc694\uad6c, \uc2dc\ubbfc \uac1c\ubc1c\uc790 \ud504\ub85c\uadf8\ub7a8\uc758 \ud655\uc0b0, \uadf8\ub9ac\uace0 \uc0dd\uc131\ud615 AI \uc5d4\uc9c4\uc758 \uc9c0\uc18d\uc801\uc778 \ubc1c\uc804 \ub4f1\uc5d0 \ud798\uc785\uc5b4 2026\ub144\ubd80\ud130 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 20.19%\uc758 \ub192\uc740 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud558\uba70 \ud06c\uac8c \ud655\ub300\ub420 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4.<\/p>\n<p># 1. \uc2dc\uc7a5 \uac1c\uc694 \ubc0f \uc8fc\uc694 \ud1b5\uacc4<\/p>\n<p>Mordor Intelligence\uc758 \ubd84\uc11d\uc5d0 \ub530\ub974\uba74, \ub178\ucf54\ub4dc AI \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc740 2025\ub144 40\uc5b5 6\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0\uc11c 2026\ub144 48\uc5b5 8\ucc9c\ub9cc \ub2ec\ub7ec \uaddc\ubaa8\ub85c \uc131\uc7a5\ud588\uc73c\uba70, 2031\ub144\uc5d0\ub294 122\uc5b5 5\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0 \uc774\ub97c \uac83\uc73c\ub85c \uc608\uce21\ub429\ub2c8\ub2e4. \uc774\ub294 2026\ub144\ubd80\ud130 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR) 20.19%\uc5d0 \ud574\ub2f9\ud569\ub2c8\ub2e4. \uc9c0\uc5ed\ubcc4\ub85c\ub294 \ubd81\ubbf8\uac00 \uac00\uc7a5 \ud070 \uc2dc\uc7a5\uc744 \ud615\uc131\ud558\uace0 \uc788\uc73c\uba70, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\ub294 \uc2dc\uc7a5\uc73c\ub85c \ubd80\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc2dc\uc7a5 \uc9d1\uc911\ub3c4\ub294 \ub0ae\uc740 \ud3b8\uc774\uba70, \uc8fc\uc694 \uae30\uc5c5\uc73c\ub85c\ub294 DataRobot, Inc., Dataiku SAS, H2O.ai Inc., RapidMiner Inc., BigML Inc. \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p># 2. \uc2dc\uc7a5 \ubd84\uc11d<\/p>\n<p>2.1. \uc131\uc7a5 \ub3d9\uc778 (Drivers)<\/p>\n<p>*   BFSI \ubd80\ubb38\uc758 \uc2dc\ubbfc \uac1c\ubc1c\uc790 \uc774\ub2c8\uc154\ud2f0\ube0c \ucc44\ud0dd \uc99d\uac00: \uc8fc\uc694 \uc740\ud589\ub4e4\uc740 \ucf54\ub529 \uc5c6\uc774 \ube44\uc988\ub2c8\uc2a4 \uc0ac\uc6a9\uc790\uac00 \uaddc\uc815 \uc900\uc218 \ubc0f \uace0\uac1d \uacbd\ud5d8 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub294 \ub0b4\ubd80 \ud504\ub85c\uadf8\ub7a8\uc744 \ud655\ub300\ud558\uc5ec \uc218\ub3d9 \uac80\ud1a0 \ub178\ub825\uc744 \ucd5c\ub300 90%\uae4c\uc9c0 \uc808\uac10\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 IT \ubd80\uc11c\uc5d0\uc11c \ud604\uc5c5 \uad00\ub9ac\uc790\ub85c \uc608\uc0b0 \uc18c\uc720\uad8c\uc774 \uc774\ub3d9\ud558\uba74\uc11c \ud504\ub85c\uc81d\ud2b8 \ucc98\ub9ac\ub7c9\uc744 \uac00\uc18d\ud654\ud558\uace0 \ub178\ucf54\ub4dc AI \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc744 \ud655\ub300\ud558\ub294 \uc694\uc778\uc73c\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4. Union Fonci\u00e8re de France\ub294 \ub178\ucf54\ub4dc \uc601\uc5c5 \ucc38\uc5ec \uc5d4\uc9c4 \ub3c4\uc785 \ud6c4 \uc57d 30%\uc758 \ube44\uc6a9 \uc808\uac10\uc744 \uc2dc\uc5f0\ud588\uc73c\uba70, \uc774\ub294 \uaddc\uc81c \uae30\uad00\uc774 \ub85c\uc6b0\ucf54\ub4dc \ud234\ub9c1\uc744 \uc6b4\uc601 \ud0c4\ub825\uc131\uc744 \uc704\ud55c \uc720\ud6a8\ud55c \uacbd\ub85c\ub85c \uc778\uc2dd\ud558\uac8c \ud558\ub294 \ub370 \uae30\uc5ec\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc0dd\uc131\ud615 AI \uc560\ub4dc\uc628\uc744 \ud1b5\ud55c \ud50c\ub7ab\ud3fc \uace0\ucc29\ub3c4 \uc99d\ub300: \ubca4\ub354\ub4e4\uc740 \uba40\ud2f0\ubaa8\ub2ec \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubc0f \ube44\uc804 \ubaa8\ub378\uc744 \ub4dc\ub798\uadf8 \uc564 \ub4dc\ub86d \uc2a4\ud29c\ub514\uc624\uc5d0 \ud1b5\ud569\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc790\uc5f0\uc5b4 \ud504\ub86c\ud504\ud2b8\ub97c \ud1b5\ud574 \uc644\uc804\ud55c \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. 2025\ub144 \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ucf54\ud30c\uc77c\ub7ff \uc2a4\ud29c\ub514\uc624\uac00 23\ub9cc \uac1c \uc774\uc0c1\uc758 \uc870\uc9c1 \ud14c\ub10c\ud2b8\ub97c \ud655\ubcf4\ud55c \uac83\uc740 \uc0dd\uc131\ud615 \ud655\uc7a5 \uae30\ub2a5\uc774 \uace0\uac1d \uc720\uc9c0\uc728\uc744 \ub192\uc774\ub294 \ub370 \uae30\uc5ec\ud588\uc74c\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc18c\ub9e4\uc5c5\uccb4\ub294 \ub9c8\ucf00\ud305 \ubb38\uad6c \ubc0f \uc774\ubbf8\uc9c0 \uc0dd\uc131\uc5d0, \uc81c\uc870\uc5c5\uccb4\ub294 \uc2e0\uc18d\ud55c \ub514\uc790\uc778 \ubc18\ubcf5\uc5d0 \uc774\ub7ec\ud55c \uc560\ub4dc\uc628\uc744 \ud65c\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc218\uc9c1\ud654\ub41c \ub178\ucf54\ub4dc AI\uc5d0 \ub300\ud55c \uc218\uc694 \uae09\uc99d: \ubcd1\uc6d0, \ubcf4\ud5d8\uc0ac, \uc0b0\uc5c5 \ud50c\ub79c\ud2b8 \ub4f1\uc740 \ud2b9\uc815 \uc0b0\uc5c5 \uaddc\uc81c \ubc0f \uc6a9\uc5b4\ub97c \ub0b4\uc7a5\ud55c \ub3c4\uba54\uc778\ubcc4 \ud15c\ud50c\ub9bf\uc744 \uc810\uc810 \ub354 \ub9ce\uc774 \ucc3e\uace0 \uc788\uc2b5\ub2c8\ub2e4. John Snow Labs\uac00 \uc784\uc0c1 \ub178\ud2b8 \uc790\ub3d9\ud654\ub97c \uc704\ud574 \ud2b9\ud654\ub41c \uc758\ub8cc \uc5b8\uc5b4 \ubaa8\ub378\uc744 \ucd9c\uc2dc\ud55c \uc0ac\ub840\ub294 \ubaa9\uc801\uc5d0 \ub9de\uac8c \uad6c\ucd95\ub41c \uc194\ub8e8\uc158\uc758 \ub9e4\ub825\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uad6c\ub9e4\uc790\ub4e4\uc740 \uc77c\ubc18\uc801\uc778 \ud234\ud0b7\ubcf4\ub2e4 \uc9e7\uc740 \ubc30\ud3ec \uc2dc\uac04\uacfc \uc778\uc99d\ub41c \uaddc\uc815 \uc900\uc218 \uc544\ud2f0\ud329\ud2b8\ub97c \uc120\ud638\ud558\uba70, \uc774\ub294 \ud3c9\uade0 \ud310\ub9e4 \uac00\uaca9(ASP)\uc744 \ub192\uc774\uace0 \ud2c8\uc0c8 \ubca4\ub354\ub4e4\uc5d0\uac8c \uc0c8\ub85c\uc6b4 \uae30\ud68c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<br \/>\n*   IoT \ud50c\ub9bf\uc744 \uc704\ud55c \uc5e3\uc9c0 \ucd5c\uc801\ud654 \ub178\ucf54\ub4dc ML: \uc81c\uc870 \ubc0f \uc720\ud2f8\ub9ac\ud2f0 \ubd84\uc57c\uc758 \uc9c0\uc5f0 \uc2dc\uac04\uc5d0 \ubbfc\uac10\ud55c \uc0ac\uc6a9 \uc0ac\ub840\ub294 \uc5e3\uc9c0 \uc9c0\uc6d0 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 \ub300\ud55c \uad00\uc2ec\uc744 \ub192\uc600\uc2b5\ub2c8\ub2e4. Edge Impulse\ub294 \uc790\uc0ac\uc758 \ud0c0\uc774\ub2c8 ML \uc11c\ube44\uc2a4\uc5d0\uc11c 11\ub9cc 8\ucc9c \uac1c \uc774\uc0c1\uc758 \ud504\ub85c\uc81d\ud2b8\ub97c \uae30\ub85d\ud558\uba70 \ud074\ub77c\uc6b0\ub4dc \uc5f0\uacb0 \uc5c6\uc774 \uc2e4\ud589\ub418\ub294 \uc800\uc804\ub825 \ucd94\ub860 \ud30c\uc774\ud504\ub77c\uc778\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \uc785\uc99d\ud588\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \ub178\ucf54\ub4dc \ub300\uc2dc\ubcf4\ub4dc\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \uc790\uc0b0 \ubaa8\ub2c8\ud130\ub9c1 \uc13c\uc11c\uc5d0 \uc555\ucd95 \ubc0f \ubc30\ud3ec\ud558\uc5ec \uc2e4\uc2dc\uac04 \uc774\uc0c1 \uc9d5\ud6c4 \uacbd\uace0\ub97c \uac00\ub2a5\ud558\uac8c \ud558\uace0 \ub370\uc774\ud130 \uc8fc\uad8c \uaddc\uce59\uc744 \ucda9\uc871\uc2dc\ud0b5\ub2c8\ub2e4.<br \/>\n*   \ud50c\ub7ab\ud3fc \ub0b4 AI \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4 \ud655\uc7a5: (\uc6d0\ubb38\uc5d0\uc11c \uc0c1\uc138 \uc124\uba85\uc740 \uc5c6\uc73c\ub098, \ub4a4\uc758 \uacbd\uc7c1 \ud658\uacbd\uc5d0\uc11c \uc5b8\uae09\ub418\ubbc0\ub85c \uac04\ub7b5\ud788 \ud3ec\ud568) \ud50c\ub7ab\ud3fc \ub0b4\uc5d0\uc11c \uc0ac\uc804 \uad6c\ucd95\ub41c \ubaa8\ub378\uacfc \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\ub294 AI \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4\uc758 \ud655\uc7a5\uc740 \ub370\uc774\ud130 \uacfc\ud559 \uc778\ub825\uc774 \ubd80\uc871\ud55c \uae30\uc5c5\ub4e4\uc774 AI \ud504\ub85c\uc81d\ud2b8\ub97c \uc2e0\uc18d\ud558\uac8c \uc2dc\uc791\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ucd08\ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\ub85c\uc758 \ubca4\ucc98 \uc790\uae08 \uc774\ub3d9: (\uc6d0\ubb38\uc5d0\uc11c \uc0c1\uc138 \uc124\uba85 \uc5c6\uc74c)<\/p>\n<p>2.2. \uc131\uc7a5 \uc81c\uc57d \uc694\uc778 (Restraints)<\/p>\n<p>*   \uc81c\ud55c\uc801\uc778 \ub9de\ucda4\ud615 \ubaa8\ub378 \uac70\ubc84\ub10c\uc2a4 \ud504\ub808\uc784\uc6cc\ud06c: \uc2dc\ubbfc \uac1c\ubc1c\uc790\uc758 \uae09\uaca9\ud55c \uc99d\uac00\ub294 \ucd94\uc801\uc131 \ubc0f \ud3b8\ud5a5 \uc81c\uc5b4\uc5d0 \uc0ac\uac01\uc9c0\ub300\ub97c \ub9cc\ub4e4\uc5c8\uc2b5\ub2c8\ub2e4. FAICP \ud504\ub808\uc784\uc6cc\ud06c\ub294 \uae30\uc5c5\ub4e4\uc774 \ub178\ucf54\ub4dc \uc790\uc0b0\uc5d0 \ub9de\ucdb0\uc9c4 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uccb4\ud06c\ud3ec\uc778\ud2b8\ub97c \ub0b4\uc7a5\ud558\ub3c4\ub85d \ucd09\uad6c\ud588\uc9c0\ub9cc, \ucc44\ud0dd\uc740 \uace0\ub974\uc9c0 \ubabb\ud588\uc2b5\ub2c8\ub2e4. \uc720\ub7fd\uc758 AI \ubc95\uc548\uc740 \uace0\uc704\ud5d8 \uc2dc\uc2a4\ud15c\uc5d0 \ub300\ud55c \uc5c4\uaca9\ud55c \ubb38\uc11c\ud654\ub97c \uc758\ubb34\ud654\ud558\uc5ec \uaddc\uc815 \uc900\uc218 \ube44\uc6a9\uc744 \uc99d\uac00\uc2dc\ud0a4\uace0 \ub178\ucf54\ub4dc AI \ud50c\ub7ab\ud3fc \uc2dc\uc7a5 \ub0b4 \uc77c\ubd80 \uad6c\ub9e4 \uacb0\uc815\uc744 \ub2a6\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uaddc\uc81c \ubd80\ubb38\uc5d0\uc11c \uc9c0\uc18d\uc801\uc778 &#8216;\uc100\ub3c4\uc6b0 IT&#8217; \ubcf4\uc548 \ubb38\uc81c: \uc9c1\uc6d0\ub4e4\uc774 \uacf5\uc2dd\uc801\uc778 \uc870\ub2ec \uc808\ucc28\ub97c \uc6b0\ud68c\ud558\uc5ec \uc678\ubd80 AI \ub3c4\uad6c\ub97c \uc2dc\ub3c4\ud558\ub294 \uacbd\uc6b0\uac00 \uc788\uc5b4 \uc704\ud611 \ud45c\uba74\uc774 \ub113\uc5b4\uc9d1\ub2c8\ub2e4. \ud559\uc220 \uc5f0\uad6c\ub294 \uc100\ub3c4\uc6b0 AI \uc0ac\uace0\uac00 \ub370\uc774\ud130 \ub178\ucd9c \uc704\ud5d8\uacfc \uc5f0\uacb0\ub420 \uc218 \uc788\uc74c\uc744 \uc9c0\uc801\ud558\uba70, \ud2b9\ud788 \ubbfc\uac10\ud55c \uae08\uc735 \ub610\ub294 \uac74\uac15 \uae30\ub85d\uc774 \uad00\ub828\ub41c \uacbd\uc6b0 \ub354\uc6b1 \uadf8\ub807\uc2b5\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \uae08\uc735 \uae30\uad00\ub4e4\uc740 \ud50c\ub7ab\ud3fc\uc774 \uc138\ubd84\ud654\ub41c \uc815\ucc45 \uc2dc\ud589 \ubc0f \uac10\uc0ac \ub85c\uadf8\ub97c \uc81c\uacf5\ud560 \ub54c\uae4c\uc9c0 \ubc30\ud3ec\ub97c \uc9c0\uc5f0\uc2dc\ud0a4\uba70 \uc2e0\uc6d0 \ubc0f \uc811\uadfc \ud1b5\uc81c\ub97c \uac15\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ub3c5\uc810 AutoML \ud30c\uc774\ud504\ub77c\uc778\uc5d0 \ub530\ub978 \ubca4\ub354 \uc885\uc18d: (\uc6d0\ubb38\uc5d0\uc11c \uc0c1\uc138 \uc124\uba85 \uc5c6\uc74c)<br \/>\n*   \uad6d\uacbd \uac04 \ubc30\ud3ec\ub97c \uc704\ud55c \ub370\uc774\ud130 \uc0c1\uc8fc \ubb38\uc81c: (\uc6d0\ubb38\uc5d0\uc11c \uc0c1\uc138 \uc124\uba85 \uc5c6\uc74c)<\/p>\n<p># 3. \uc138\uadf8\uba3c\ud2b8\ubcc4 \ubd84\uc11d<\/p>\n<p>*   \uad6c\uc131 \uc694\uc18c (Component): 2025\ub144 \ud50c\ub7ab\ud3fc \ubc0f \uc194\ub8e8\uc158\uc774 67.20%\uc758 \ub9e4\ucd9c\uc744 \ucc28\uc9c0\ud588\uc9c0\ub9cc, \uc11c\ube44\uc2a4 \ubd80\ubb38\uc740 2026\ub144\ubd80\ud130 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 29.74%\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uace0\uac1d\ub4e4\uc740 \ubaa8\ub378 \ucd5c\uc801\ud654, \ube44\uc6a9 \uac70\ubc84\ub10c\uc2a4, \uc870\uc9c1 \ubcc0\ud654\ub97c \uc704\ud55c \uc804\ubb38\uc801\uc778 \uc9c0\uc6d0\uc744 \ucc3e\uace0 \uc788\uc73c\uba70, FinOps \uc2a4\ud0c0\uc77c\uc758 \ucc38\uc5ec\ub294 \uc2e4\ud5d8 \ub2e8\uacc4\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \uacfc\ub3c4\ud55c \ucef4\ud4e8\ud305 \ube44\uc6a9 \ubb38\uc81c\ub97c \ud574\uacb0\ud569\ub2c8\ub2e4. \ucee8\uc124\ud305 \uc11c\ube44\uc2a4\ub294 \ucd08\uae30 \uc124\uc815 \ub2e8\uacc4\ub97c \ub118\uc5b4 \uc9c0\uc18d\uc801\uc778 \uac80\uc99d \ubc0f \uc0b0\uc5c5\ubcc4 \uaddc\uc815 \uc900\uc218\ub97c \ud3ec\ud568\ud558\ub294 \uad00\ub9ac\ud615 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uc11c\ube44\uc2a4\ub85c \ud655\uc7a5\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uae30\uc220 (Technology): 2025\ub144 \uc608\uce21 \ubc0f \ucc98\ubc29\ud615 \ubd84\uc11d\uc774 50.35%\uc758 \uc810\uc720\uc728\uc744 \uae30\ub85d\ud588\uc9c0\ub9cc, \uba40\ud2f0\ubaa8\ub2ec \uc0dd\uc131\ud615 AI\ub294 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 44.26%\ub85c \uae09\uc99d\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. Google\uc758 Gemini \ud504\ub808\uc784\uc6cc\ud06c\uc640 \uac19\uc774 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \uc624\ub514\uc624 \uc785\ub825\uc744 \uc735\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc740 \ube44\uae30\uc220 \ube4c\ub354\uc5d0\uac8c \ub354 \ub113\uc740 \ud234\ud0b7\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc774 AI \uae30\ubc18 \ucf58\ud150\uce20 \uc0dd\uc0b0\uc744 \ub9c8\ucf00\ud305 \ubc0f \ub514\uc790\uc778 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 \ud1b5\ud569\ud568\uc5d0 \ub530\ub77c \uc0dd\uc131\ud615 \uae30\ub2a5\uc5d0 \ub300\ud55c \ub178\ucf54\ub4dc AI \ud50c\ub7ab\ud3fc \uc2dc\uc7a5 \uaddc\ubaa8\ub294 \uae09\uaca9\ud788 \ud655\ub300\ub420 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<br \/>\n*   \ub370\uc774\ud130 \uc591\uc2dd (Data Modality): 2025\ub144 \ud14d\uc2a4\ud2b8\uac00 34.60%\uc758 \uc810\uc720\uc728\uc744 \uc720\uc9c0\ud588\uc9c0\ub9cc, \ucef4\ud4e8\ud130 \ube44\uc804 \uc6cc\ud06c\ub85c\ub4dc\ub294 2026\ub144\ubd80\ud130 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 36.48%\ub85c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc18c\ub9e4\uc5c5\uccb4\ub294 \uc2dc\uac01 AI\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc120\ubc18 \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc790\ub3d9\ud654\ud558\uace0, \ubcd1\uc6d0\uc740 \uc774\ubbf8\uc9c0 \ubd84\ub958 \ub3c4\uad6c\ub97c \uc2dc\ud5d8\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub178\ucf54\ub4dc \uc2a4\ud29c\ub514\uc624\ub294 \uc0ac\uc804 \ud6c8\ub828\ub41c \uac1d\uccb4 \uac10\uc9c0 \ube14\ub85d\uc744 \ubc88\ub4e4\ub85c \uc81c\uacf5\ud558\uc5ec \ub3c4\uba54\uc778 \uc804\ubb38\uac00\uac00 \uc18c\ub7c9\uc758 \ub808\uc774\ube14\ub9c1\ub41c \ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \uac1c\uc120\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<br \/>\n*   \ubc30\ud3ec \ubaa8\ub4dc (Deployment Mode): 2025\ub144 \ub178\ucf54\ub4dc AI \ud50c\ub7ab\ud3fc \uc2dc\uc7a5 \uaddc\ubaa8\uc758 56.25%\ub97c \uc628\ud504\ub808\ubbf8\uc2a4 \ubc0f \ud504\ub77c\uc774\ube57 \ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec\uac00 \ucc28\uc9c0\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uac15\ud654\ub41c \uaddc\uc81c \uac10\ub3c5\uacfc \ub370\uc774\ud130 \uc8fc\uad8c\uc5d0 \ub300\ud55c \uc6b0\uc120\uc21c\uc704 \ub54c\ubb38\uc785\ub2c8\ub2e4. HPE\ub294 GPU \ud074\ub7ec\uc2a4\ud130\uc758 \ub2f9\uc77c \ubc30\ud3ec\ub97c \uc57d\uc18d\ud558\ub294 \ud134\ud0a4 \ud504\ub77c\uc774\ube57 \ud074\ub77c\uc6b0\ub4dc \uc2a4\ud0dd\uc744 \ub3c4\uc785\ud558\uc5ec \ub370\uc774\ud130 \uc8fc\uad8c \uc81c\uc5b4\ub97c \ucd94\uad6c\ud558\ub294 \uc740\ud589 \ubc0f \ubcd1\uc6d0\uc5d0 \uc5b4\ud544\ud588\uc2b5\ub2c8\ub2e4. \ud37c\ube14\ub9ad \ud074\ub77c\uc6b0\ub4dc SaaS\ub294 \ub354 \uc791\uc740 \uae30\ubc18\uc5d0\uc11c \uc5f0\ud3c9\uade0 32.85%\ub85c \uc131\uc7a5\ud588\uc73c\uba70, \uac04\uc18c\ud654\ub41c \uad6c\ub3c5 \ubaa8\ub378\uc758 \ub3c4\uc6c0\uc744 \ubc1b\uc558\uc2b5\ub2c8\ub2e4. Red Hat OpenShift AI\ub294 \ubbfc\uac10\ud55c \ub370\uc774\ud130\ub97c \ub85c\uceec\uc5d0 \uc720\uc9c0\ud558\uba74\uc11c \ud53c\ud06c \uc2dc \ucd94\ub860 \uc791\uc5c5\uc744 \ud37c\ube14\ub9ad \ud074\ub77c\uc6b0\ub4dc\ub85c \ubd84\uc0b0\uc2dc\ud0a4\ub294 \ud558\uc774\ube0c\ub9ac\ub4dc \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uc744 \uc120\ubcf4\uc600\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uae30\uc5c5 \uaddc\ubaa8 (Enterprise Size): 2025\ub144 \ub300\uae30\uc5c5\uc774 63.10%\uc758 \ub9e4\ucd9c\uc744 \ucc28\uc9c0\ud588\uc9c0\ub9cc, \uc911\uc18c\uae30\uc5c5(SMEs)\uc740 \ud15c\ud50c\ub9bf \ub77c\uc774\ube0c\ub7ec\ub9ac \ubc0f \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uac00\uaca9 \ucc45\uc815\uc5d0 \ud798\uc785\uc5b4 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 38.62%\ub85c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. Appt.dev\ub294 2025\ub144\uae4c\uc9c0 \ub178\ucf54\ub4dc \ud234\ub9c1\uc774 \uc0c8\ub85c\uc6b4 \ube44\uc988\ub2c8\uc2a4 \uc571\uc758 70%\ub97c \uad6c\ub3d9\ud560 \uac83\uc774\uba70, \ub300\ubd80\ubd84\uc758 \ubc30\ud3ec\ub294 \uc911\uc18c\uae30\uc5c5\uc5d0\uc11c \uc774\ub8e8\uc5b4\uc9c8 \uac83\uc774\ub77c\uace0 \uc608\uce21\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc0b0\uc5c5 \uc218\uc9c1 (Industry Vertical): \ud5ec\uc2a4\ucf00\uc5b4 \ubd80\ubb38\uc740 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 35.12%\ub85c \uac00\uc7a5 \ube60\ub978 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud558\uba70 \ucd08\uae30 BFSI \ub9ac\ub354\ub4e4\uc744 \ucd94\uc6d4\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \ubbf8\uad6d \ubcf4\uac74\ubcf5\uc9c0\ubd80\ub294 \uc784\uc0c1 \ubb38\uc11c\ud654 \ubc0f \uacf5\uc911 \ubcf4\uac74 \uc608\uce21\uc744 \uc704\ud55c AI \uc0ac\uc6a9\uc744 \uc7a5\ub824\ud558\ub294 \uc804\ub7b5\uc801 \uccad\uc0ac\uc9c4\uc744 \uc81c\uc2dc\ud588\uc2b5\ub2c8\ub2e4. \uc18c\ub9e4\uc5c5\uccb4\ub294 \ucd94\ucc9c \uc5d4\uc9c4 \ubc0f \uc0ac\uae30 \ud0d0\uc9c0 \ud30c\uc774\ud504\ub77c\uc778\uc744 \uc0ac\uc6a9\ud558\uace0, \uc81c\uc870\uc5c5\uccb4\ub294 \uc0dd\uc0b0 \ub77c\uc778\uc5d0 \uc2e4\uc2dc\uac04 \ud488\uc9c8 \uad00\ub9ac\ub97c \ub0b4\uc7a5\ud558\ub294 \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c \ub178\ucf54\ub4dc AI \ud50c\ub7ab\ud3fc\uc758 \ud65c\uc6a9\uc774 \ud655\ub300\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p># 4. \uc9c0\uc5ed\ubcc4 \ubd84\uc11d<\/p>\n<p>*   \ubd81\ubbf8: 2025\ub144 37.40%\uc758 \ub9e4\ucd9c \uc810\uc720\uc728\uc744 \uc720\uc9c0\ud558\uba70 \uac00\uc7a5 \ud070 \uc2dc\uc7a5\uc744 \ud615\uc131\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ud48d\ubd80\ud55c \ubca4\ub354 \uc0dd\ud0dc\uacc4\uc640 2,040\uc5b5 \ub2ec\ub7ec\uc5d0 \ub2ec\ud558\ub294 \uac15\ub825\ud55c \ubca4\ucc98 \uc790\uae08(\uc774 \uc911 \uc808\ubc18\uc774 AI \uc2a4\ud0c0\ud2b8\uc5c5\uc5d0 \ud22c\uc790)\uc5d0 \ud798\uc785\uc740 \uacb0\uacfc\uc785\ub2c8\ub2e4. \uae08\uc735 \uc11c\ube44\uc2a4 \ub9ac\ub354\ub4e4\uc740 \uc2dc\ubbfc \uac1c\ubc1c\uc790 \ud504\ub85c\uadf8\ub7a8\uc744 \ud65c\uc6a9\ud558\uc5ec \ucd9c\uc2dc \uc8fc\uae30\ub97c \ub2e8\ucd95\ud588\uc73c\uba70, \uacf5\uacf5 \ubd80\ubb38 \uae30\uad00\ub4e4\uc740 \uc2dc\ubbfc \ucc38\uc5ec\ub97c \uc704\ud55c \ub85c\uc6b0\ucf54\ub4dc \ud3ec\ud138\uc744 \uc2dc\ubc94 \uc6b4\uc601\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591: 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 31.46%\ub85c \uac00\uc7a5 \ube60\ub978 \uc131\uc7a5\uc774 \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc911\uad6d\uc740 AI \ud558\ub4dc\uc6e8\uc5b4 \ubcf4\uc870\uae08\uc744 \ub298\ub838\uace0, \uc778\ub3c4\uc758 IT \uc11c\ube44\uc2a4 \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc740 \uad6d\ub0b4\uc678 \uace0\uac1d\uc744 \uc704\ud55c \ub85c\uc6b0\ucf54\ub4dc \uac00\uc18d\uae30\ub97c \ud328\ud0a4\uc9d5\ud588\uc2b5\ub2c8\ub2e4. Kingdee International\uc740 \uc911\uad6d\uc5d0\uc11c 4\ub144 \uc5f0\uc18d \ub85c\uc6b0\ucf54\ub4dc \ud50c\ub7ab\ud3fc \ub9ac\ub354\uc2ed\uc744 \ubcf4\uace0\ud558\uba70 AI \ube44\uc11c\uc758 \uad11\ubc94\uc704\ud55c \uae30\uc5c5 \ucc44\ud0dd\uc744 \uac15\uc870\ud588\uc2b5\ub2c8\ub2e4. \uc815\ubd80 \uc778\uc13c\ud2f0\ube0c\uc640 \uc2a4\ub9c8\ud2b8\ud3f0 \ubcf4\uae09\ub960\uc740 \ud604\uc9c0 \uc911\uc18c\uae30\uc5c5\uc774 \ub808\uac70\uc2dc \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub2e8\uacc4\ub97c \uac74\ub108\ub6f8 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc654\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc720\ub7fd: \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \uc724\ub9ac\uc801 \uac10\ub3c5\uc744 \uac15\uc870\ud569\ub2c8\ub2e4. \ub2e4\uac00\uc624\ub294 AI \ubc95\uc548\uc740 \ud50c\ub7ab\ud3fc \ub85c\ub4dc\ub9f5\uc744 \uc124\uba85 \uac00\ub2a5\ud55c AI \ub300\uc2dc\ubcf4\ub4dc \ubc0f \uac10\uc0ac \ucd94\uc801 \uae30\ub2a5\uc73c\ub85c \uc720\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubca4\ub354\ub4e4\uc740 \uc9c0\uc5ed\ubcc4 \uaddc\uc815 \uc900\uc218 \ud329\uacfc \uad6d\uacbd \uac04 \ub370\uc774\ud130 \uc804\uc1a1\uc744 \ud53c\ud558\uae30 \uc704\ud55c \uc5f0\ud569 \ud559\uc2b5 \uc635\uc158\uc73c\ub85c \ub300\uc751\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubd81\uc720\ub7fd \uad6d\uac00\ub4e4\uc740 \ucd08\uae30 \ucc44\ud0dd\uc744 \uc8fc\ub3c4\ud588\uc73c\uba70, \ub0a8\uc720\ub7fd\uc740 \uacf5\uacf5 \ubd80\ubb38 \ub514\uc9c0\ud138 \uc11c\ube44\uc2a4 \uc5c5\uadf8\ub808\uc774\ub4dc\uc5d0 \uc911\uc810\uc744 \ub450\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p># 5. \uacbd\uc7c1 \ud658\uacbd \ubc0f \uc8fc\uc694 \uae30\uc5c5<\/p>\n<p>\ub178\ucf54\ub4dc AI \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc740 \uae30\uc5c5 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac70\ub300 \uae30\uc5c5\ub4e4\uc774 \uc81c\ud488\uad70\uc744 \ud655\uc7a5\ud558\uace0 \uc218\uc9c1\uc801 \uc2a4\ud0c0\ud2b8\uc5c5\ub4e4\uc774 \ud2c8\uc0c8 \uc2dc\uc7a5\uc744 \uac1c\ucc99\ud558\uba74\uc11c \uc801\ub2f9\ud788 \ud30c\ud3b8\ud654\ub41c \uc0c1\ud0dc\uc785\ub2c8\ub2e4. \uae30\uc874\uc758 \ub300\uae30\uc5c5\ub4e4\uc740 \uad11\ubc94\uc704\ud55c \uae30\uc5c5 \uc194\ub8e8\uc158 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\uc640 \uae30\uc874 \uace0\uac1d \uae30\ubc18\uc744 \ud65c\uc6a9\ud558\uc5ec \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ud655\ub300\ud558\uace0 \uc788\uc73c\uba70, \ub3d9\uc2dc\uc5d0 \uc218\uc9c1\uc801 \uc2a4\ud0c0\ud2b8\uc5c5\ub4e4\uc740 \ud2b9\uc815 \uc0b0\uc5c5 \ub610\ub294 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ud2b9\ud654\ub41c \ud601\uc2e0\uc801\uc778 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uba70 \ube60\ub974\uac8c \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uae30\uc5c5\ub4e4\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ubc94\uc8fc\ub85c \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>*   \uae30\uc5c5 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac70\ub300 \uae30\uc5c5: Microsoft (Azure Machine Learning), Google (Vertex AI), Amazon (SageMaker Canvas), IBM (Watson Studio) \ub4f1\uc740 \uae30\uc874 \ud074\ub77c\uc6b0\ub4dc \ubc0f AI \uc11c\ube44\uc2a4\uc5d0 \ub178\ucf54\ub4dc\/\ub85c\uc6b0\ucf54\ub4dc \uae30\ub2a5\uc744 \ud1b5\ud569\ud558\uc5ec \uae30\uc5c5 \uace0\uac1d\uc5d0\uac8c \uc5d4\ub4dc\ud22c\uc5d4\ub4dc \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub4e4\uc740 \uac15\ub825\ud55c \uc778\ud504\ub77c, \ub370\uc774\ud130 \ud1b5\ud569 \uae30\ub2a5, \uadf8\ub9ac\uace0 \uad11\ubc94\uc704\ud55c \ud30c\ud2b8\ub108 \uc0dd\ud0dc\uacc4\ub97c \uac15\uc810\uc73c\ub85c \ub0b4\uc138\uc6c1\ub2c8\ub2e4.<br \/>\n*   \uc804\ubb38 \ub178\ucf54\ub4dc\/\ub85c\uc6b0\ucf54\ub4dc AI \ud50c\ub7ab\ud3fc \ubca4\ub354: DataRobot, H2O.ai, KNIME, Alteryx \ub4f1\uc740 \uc790\ub3d9\ud654\ub41c \uba38\uc2e0\ub7ec\ub2dd(AutoML) \ubc0f \uc2dc\uac01\uc801 \uac1c\ubc1c \ud658\uacbd\uc5d0 \uc911\uc810\uc744 \ub454 \uc804\ubb38 \ud50c\ub7ab\ud3fc\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub4e4\uc740 \ub370\uc774\ud130 \uacfc\ud559\uc790\ubfd0\ub9cc \uc544\ub2c8\ub77c \ube44\uc988\ub2c8\uc2a4 \uc0ac\uc6a9\uc790\ub3c4 AI \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uace0 \ubc30\ud3ec\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\ub294 \ub370 \ud2b9\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc218\uc9c1\uc801\/\uc0b0\uc5c5\ubcc4 \uc2a4\ud0c0\ud2b8\uc5c5: \ud2b9\uc815 \uc0b0\uc5c5(\uc608: \uc758\ub8cc, \uae08\uc735, \uc81c\uc870) \ub610\ub294 \ud2b9\uc815 \uae30\ub2a5(\uc608: \ucef4\ud4e8\ud130 \ube44\uc804, \uc790\uc5f0\uc5b4 \ucc98\ub9ac)\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 \uc2a4\ud0c0\ud2b8\uc5c5\ub4e4\uc774 \ub4f1\uc7a5\ud558\uc5ec \ud574\ub2f9 \ubd84\uc57c\uc758 \uace0\uc720\ud55c \uc694\uad6c\uc0ac\ud56d\uc744 \ucda9\uc871\ud558\ub294 \ub9de\ucda4\ud615 \ub178\ucf54\ub4dc AI \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub4e4\uc740 \ud2b9\uc815 \ub3c4\uba54\uc778 \uc9c0\uc2dd\uacfc \ubbfc\ucca9\ud55c \uac1c\ubc1c\uc744 \ud1b5\ud574 \ud2c8\uc0c8 \uc2dc\uc7a5\uc744 \uacf5\ub7b5\ud569\ub2c8\ub2e4.<br \/>\n*   RPA(\ub85c\ubd07 \ud504\ub85c\uc138\uc2a4 \uc790\ub3d9\ud654) \ubca4\ub354: UiPath, Automation Anywhere \ub4f1\uc740 \uae30\uc874 RPA \ud50c\ub7ab\ud3fc\uc5d0 AI \uae30\ub2a5\uc744 \ud1b5\ud569\ud558\uc5ec \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4 \uc790\ub3d9\ud654\uc758 \ubc94\uc704\ub97c \ud655\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub4e4\uc740 \ube44\uc988\ub2c8\uc2a4 \uc0ac\uc6a9\uc790\uac00 AI \uae30\ubc18 \uc790\ub3d9\ud654\ub97c \uc27d\uac8c \uad6c\ud604\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.<\/p>\n<p>\uacbd\uc7c1\uc740 \uc8fc\ub85c \uc0ac\uc6a9 \ud3b8\uc758\uc131, \ubaa8\ub378 \uc131\ub2a5, \ud1b5\ud569 \uae30\ub2a5, \ud655\uc7a5\uc131, \uadf8\ub9ac\uace0 \ud2b9\uc815 \uc0b0\uc5c5 \ub610\ub294 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub300\ud55c \uc804\ubb38\uc131\uc744 \uc911\uc2ec\uc73c\ub85c \uc774\ub8e8\uc5b4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubca4\ub354\ub4e4\uc740 \ube44\uae30\uc220\uc801 \uc0ac\uc6a9\uc790\ub3c4 AI\uc758 \uc774\uc810\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c1\uad00\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4\uc640 \uc0ac\uc804 \uad6c\ucd95\ub41c \ud15c\ud50c\ub9bf\uc744 \uc81c\uacf5\ud558\ub294 \ub370 \uc8fc\ub825\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc11c\ube44\uc2a4\uc640 \uad6c\ub3c5 \ubaa8\ub378\uc774 \uc2dc\uc7a5\uc758 \uc8fc\uc694 \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub178\ucf54\ub4dc AI \ud50c\ub7ab\ud3fc \uc2dc\uc7a5 \ubcf4\uace0\uc11c \uc694\uc57d<\/p>\n<p>\ubcf8 \ubcf4\uace0\uc11c\ub294 \ub178\ucf54\ub4dc AI \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \ubd84\uc11d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub178\ucf54\ub4dc AI \ub3c4\uad6c\ub294 \ucf54\ub529 \uc804\ubb38 \uc9c0\uc2dd\uc774 \uc5c6\ub294 \uc0ac\uc6a9\uc790\ub3c4 \uc9c1\uad00\uc801\uc778 \ud50c\ub7ec\uadf8 \uc564 \ud50c\ub808\uc774 \ub610\ub294 \ub4dc\ub798\uadf8 \uc564 \ub4dc\ub86d \uc778\ud130\ud398\uc774\uc2a4\ub97c \ud1b5\ud574 \uc790\ub3d9\ud654\ub97c \uad6c\ud604\ud558\uace0 \ube44\uc988\ub2c8\uc2a4 \uacfc\uc81c\ub97c \ud574\uacb0\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \ubcf4\uace0\uc11c\ub294 \uc2dc\uc7a5\uc758 \ud604\uc7ac \ubc0f \ubbf8\ub798 \uc804\ub9dd, \uc8fc\uc694 \ub3d9\uc778 \ubc0f \uc81c\uc57d \uc694\uc778, \uc138\ubd84\ud654 \ubd84\uc11d, \uacbd\uc7c1 \ud658\uacbd \ubc0f \uc8fc\uc694 \uae30\ud68c\ub97c \ub2e4\ub8f9\ub2c8\ub2e4.<\/p>\n<p>\ub178\ucf54\ub4dc AI \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc740 2026\ub144 48\uc5b5 8\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0\uc11c 2031\ub144\uae4c\uc9c0 122\uc5b5 5\ucc9c\ub9cc \ub2ec\ub7ec\ub85c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uc2dc\uc7a5 \ub3d9\uc778\uc73c\ub85c\ub294 BFSI \ubd80\ubb38(\ubd81\ubbf8 \ubc0f \uc720\ub7fd)\uc758 \uc2dc\ubbfc \uac1c\ubc1c\uc790 \uc774\ub2c8\uc154\ud2f0\ube0c \ucc44\ud0dd \uc99d\uac00, \ud50c\ub7ab\ud3fc \uace0\ucc29\ub3c4\ub97c \ub192\uc774\ub294 \uc0dd\uc131\ud615 AI \uc560\ub4dc\uc628(\uae00\ub85c\ubc8c), \ud5ec\uc2a4\ucf00\uc5b4 \ubc0f \uc0b0\uc5c5 \ubd84\uc57c\uc758 \uc218\uc9c1\ud654\ub41c \ub178\ucf54\ub4dc AI \uc218\uc694 \uae09\uc99d, IoT \ud50c\ub9bf\uc744 \uc704\ud55c \uc5e3\uc9c0 \ucd5c\uc801\ud654 \ub178\ucf54\ub4dc ML(\uc544\uc2dc\uc544 \ubc0f \uc624\uc138\uc544\ub2c8\uc544), \ud50c\ub7ab\ud3fc \ub0b4 AI \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4 \ud655\uc7a5(\uc720\ub7fd), \uadf8\ub9ac\uace0 \uc77c\ubc18 \ubaa9\uc801\uc5d0\uc11c \ucd08\ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\ub85c \uc804\ud658\ub418\ub294 \ubca4\ucc98 \uc790\uae08 \uc870\ub2ec \ucd94\uc138(\uae00\ub85c\ubc8c) \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubc18\uba74, \uc2dc\uc7a5 \uc131\uc7a5\uc744 \uc800\ud574\ud558\ub294 \uc694\uc778\uc73c\ub85c\ub294 \uc81c\ud55c\uc801\uc778 \ub9de\ucda4\ud615 \ubaa8\ub378 \uac70\ubc84\ub10c\uc2a4 \ud504\ub808\uc784\uc6cc\ud06c, \uaddc\uc81c \ubd80\ubb38\uc5d0\uc11c\uc758 \uc9c0\uc18d\uc801\uc778 &#8216;\uc100\ub3c4\uc6b0 IT&#8217; \ubcf4\uc548 \ubb38\uc81c, \ub3c5\uc810 AutoML \ud30c\uc774\ud504\ub77c\uc778\uc73c\ub85c \uc778\ud55c \ubca4\ub354 \uc885\uc18d, \uadf8\ub9ac\uace0 \uad6d\uacbd \uac04 \ubc30\ud3ec\ub97c \uc704\ud55c \ub370\uc774\ud130 \uc0c1\uc8fc \ubb38\uc81c \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5\uc740 \uad6c\uc131 \uc694\uc18c(\ud50c\ub7ab\ud3fc, \uc11c\ube44\uc2a4), \uae30\uc220(\uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ucef4\ud4e8\ud130 \ube44\uc804, \uc608\uce21 \ubc0f \ucc98\ubc29 \ubd84\uc11d, \uba40\ud2f0\ubaa8\ub2ec\/\uc0dd\uc131\ud615 AI), \ub370\uc774\ud130 \uc591\uc2dd(\ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0\/\ube44\ub514\uc624, \ud14c\uc774\ube14 \ubc0f \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130), \ubc30\ud3ec \ubaa8\ub4dc(\ud074\ub77c\uc6b0\ub4dc, \uc628\ud504\ub808\ubbf8\uc2a4\/\ud504\ub77c\uc774\ube57 \ud074\ub77c\uc6b0\ub4dc), \uae30\uc5c5 \uaddc\ubaa8(\ub300\uae30\uc5c5, \uc911\uc18c\uae30\uc5c5), \uc0b0\uc5c5 \uc218\uc9c1(BFSI, IT \ubc0f \ud1b5\uc2e0, \ud5ec\uc2a4\ucf00\uc5b4 \ubc0f \uc0dd\uba85 \uacfc\ud559, \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798, \uc5d0\ub108\uc9c0 \ubc0f \uc720\ud2f8\ub9ac\ud2f0, \uc815\ubd80 \ubc0f \uacf5\uacf5 \ubd80\ubb38, \uc81c\uc870 \ubc0f \uc0b0\uc5c5 \ub4f1), \uadf8\ub9ac\uace0 \uc9c0\uc5ed(\ubd81\ubbf8, \uc720\ub7fd, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591, \ub0a8\ubbf8, \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74)\ubcc4\ub85c \uc138\ubd84\ud654\ub418\uc5b4 \ubd84\uc11d\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \ubcf4\uace0\uc11c \ub0b4\uc6a9\uc5d0 \ub530\ub974\uba74, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 \uc815\ubd80\uc758 \ub514\uc9c0\ud138 \uc804\ud658 \ud504\ub85c\uadf8\ub7a8\uacfc \ud074\ub77c\uc6b0\ub4dc \uc811\uadfc\uc131 \ud655\ub300\ub85c \uc778\ud574 2026\ub144\ubd80\ud130 2031\ub144\uae4c\uc9c0 31.46%\uc758 \uac00\uc7a5 \ube60\ub978 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR)\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uaddc\uc81c \ubd80\ubb38\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \uc8fc\uad8c \ubc0f \uaddc\uc815 \uc900\uc218\ub97c \uc6b0\uc120\uc2dc\ud558\uc5ec 2025\ub144 \ud504\ub77c\uc774\ube57 \ud074\ub77c\uc6b0\ub4dc \ubc0f \uc628\ud504\ub808\ubbf8\uc2a4 \ubaa8\ub378\uc774 56.25%\uc758 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud558\uba70 \uc9c0\ubc30\uc801\uc778 \ubc30\ud3ec \ubaa8\ub4dc\ub97c \ud615\uc131\ud588\uc2b5\ub2c8\ub2e4. \uc911\uc18c\uae30\uc5c5(SMEs)\uc740 \ud15c\ud50c\ub9bf \ub77c\uc774\ube0c\ub7ec\ub9ac\uac00 \uae30\uc220 \uc7a5\ubcbd\uc744 \ub0ae\ucd94\uba74\uc11c 2031\ub144\uae4c\uc9c0 \ud50c\ub7ab\ud3fc \uc9c0\ucd9c\uc774 38.62% CAGR\ub85c \uc99d\uac00\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \uae30\uc220 \ubd80\ubb38\uc5d0\uc11c\ub294 \uba40\ud2f0\ubaa8\ub2ec \uc0dd\uc131\ud615 AI \uae30\ub2a5\uc774 44.26% CAGR\ub85c \uac00\uc7a5 \ub192\uc740 \uc131\uc7a5\uc744 \uae30\ub85d\ud558\uba70, \uc0ac\uc6a9\uc790\uac00 \ub2e4\uc591\ud55c \ud615\uc2dd\uc758 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc0dd\uc131\ud558\ub294 \ubc29\uc2dd\uc744 \uc7ac\ud3b8\ud560 \uac83\uc73c\ub85c \uc608\uce21\ub429\ub2c8\ub2e4. \uadf8\ub7ec\ub098 EU AI \ubc95\uacfc \uac19\uc740 \uaddc\uc81c \ud558\uc5d0\uc11c \uaddc\uc815 \uc900\uc218 \uc704\ud5d8\uc744 \ub192\uc774\ub294 \uc81c\ud55c\uc801\uc778 \ubaa8\ub378 \uac70\ubc84\ub10c\uc2a4 \ud504\ub808\uc784\uc6cc\ud06c\ub294 \ub354 \uad11\ubc94\uc704\ud55c \ucc44\ud0dd\uc5d0 \uac00\uc7a5 \ud070 \uc81c\uc57d\uc73c\ub85c \ub0a8\uc544\uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacbd\uc7c1 \ud658\uacbd\uc740 \uc2dc\uc7a5 \uc9d1\uc911\ub3c4, \uc8fc\uc694 \uae30\uc5c5\uc758 \uc804\ub7b5\uc801 \uc6c0\uc9c1\uc784, \uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d \ubc0f DataRobot Inc., Dataiku SAS, H2O.ai Inc. \ub4f1 \uc8fc\uc694 20\uc5ec \uac1c \uae30\uc5c5\uc758 \uc0c1\uc138 \ud504\ub85c\ud544\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \ubcf4\uace0\uc11c\ub294 \ub610\ud55c \uc2dc\uc7a5 \uae30\ud68c\uc640 \ubbf8\ub798 \uc804\ub9dd, \ud2b9\ud788 \ud654\uc774\ud2b8 \uc2a4\ud398\uc774\uc2a4 \ubc0f \ubbf8\ucda9\uc871 \uc218\uc694 \ud3c9\uac00\ub97c \ud1b5\ud574 \uc2dc\uc7a5\uc758 \uc7a0\uc7ac\ub825\uc744 \uc870\uba85\ud569\ub2c8\ub2e4.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-50399","post","type-post","status-publish","format-standard","hentry","category-market-reports"],"_links":{"self":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts\/50399"}],"collection":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/comments?post=50399"}],"version-history":[{"count":0,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts\/50399\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/media?parent=50399"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/categories?post=50399"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/tags?post=50399"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}