{"id":57004,"date":"2026-02-25T15:45:11","date_gmt":"2026-02-25T15:45:11","guid":{"rendered":"https:\/\/www.globalresearch.co.kr\/insight\/multi-agent-system-platform-market-mordor\/"},"modified":"2026-09-11T19:38:43","modified_gmt":"2026-09-11T10:38:43","slug":"multi-agent-system-platform-market-mordor","status":"publish","type":"post","link":"https:\/\/www.globalresearch.co.kr\/insight\/multi-agent-system-platform-market-mordor\/","title":{"rendered":"\uc138\uacc4\uc758 \ub2e4\uc911 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c (MAS) \ud50c\ub7ab\ud3fc \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc810\uc720\uc728 \ubd84\uc11d &#8211; \uc131\uc7a5 \ub3d9\ud5a5 \ubc0f \uc804\ub9dd (2025 &#8211; 2030)"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2026\/02\/multi-agent-system-platform-market-1753273068741-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\/multi-agent-system-platform-market-size-image-1753428595036.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 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c MAS \ubc30\ud3ec \uae09\uc99d<\/li>\n<li class=\"toc-level-3\">4.2.2 LLM \uae30\ubc18 \uc5d0\uc774\uc804\ud2b8\uc640 \uc804\ud1b5\uc801\uc778 RL \ud504\ub808\uc784\uc6cc\ud06c\uc758 \uc735\ud569<\/li>\n<li class=\"toc-level-3\">4.2.3 \ub2e4\uc911 \ub85c\ubd07 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uc744 \uc704\ud55c \ucc3d\uace0 \uc790\ub3d9\ud654 \uc218\uc694<\/li>\n<li class=\"toc-level-3\">4.2.4 \uc628\ub514\ubc14\uc774\uc2a4 \uc5d0\uc774\uc804\ud2b8\ub97c \uac00\ub2a5\ud558\uac8c \ud558\ub294 \uc5e3\uc9c0 AI \ube44\uc6a9 \ud558\ub77d<\/li>\n<li class=\"toc-level-3\">4.2.5 &#8216;\uc5d0\uc774\uc804\ud2b8\ud615&#8217; \ub85c\uc6b0\ucf54\ub4dc \uac1c\ubc1c \ub3c4\uad6c\uc758 \ubd80\uc0c1<\/li>\n<li class=\"toc-level-3\">4.2.6 \ubca4\ucc98 \uc9c0\uc6d0 \uc624\ud508\uc18c\uc2a4 MAS \uc0dd\ud0dc\uacc4<\/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 MAS \uc900\ube44 \uc778\ub825 \ubc0f \ud45c\uc900 \ubd80\uc871<\/li>\n<li class=\"toc-level-3\">4.3.2 \uc0ac\uc774\ubc84 \ubcf4\uc548 \ubc0f \uc5d0\uc774\uc804\ud2b8 \uc218\uc900 \uacf5\uaca9 \ud45c\uba74<\/li>\n<li class=\"toc-level-3\">4.3.3 GPU\/AI \ucd94\ub860 \uacf5\uae09\ub9dd \ubcc0\ub3d9\uc131<\/li>\n<li class=\"toc-level-3\">4.3.4 ESG \ud22c\uc790\uc790\ub85c\ubd80\ud130\uc758 \uc5d0\ub108\uc9c0 \ud6a8\uc728\uc131 \uc555\ub825<\/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 \ud658\uacbd<\/li>\n<li class=\"toc-level-2\">4.6 \uae30\uc220 \uc804\ub9dd<\/li>\n<li class=\"toc-level-2\">4.7 \uac70\uc2dc \uacbd\uc81c \uc694\uc778\uc758 \uc601\ud5a5<\/li>\n<li class=\"toc-level-2\">4.8 \ud3ec\ud130\uc758 5\uac00\uc9c0 \uacbd\uc7c1 \uc694\uc778 \ubd84\uc11d\n<ul>\n<li class=\"toc-level-3\">4.8.1 \uc2e0\uaddc \uc9c4\uc785\uc790\uc758 \uc704\ud611<\/li>\n<li class=\"toc-level-3\">4.8.2 \uacf5\uae09\uc790\uc758 \uad50\uc12d\ub825<\/li>\n<li class=\"toc-level-3\">4.8.3 \uad6c\ub9e4\uc790\uc758 \uad50\uc12d\ub825<\/li>\n<li class=\"toc-level-3\">4.8.4 \ub300\uccb4\uc7ac\uc758 \uc704\ud611<\/li>\n<li class=\"toc-level-3\">4.8.5 \uacbd\uc7c1 \uac15\ub3c4<\/li>\n<\/ul>\n<\/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, USD)<\/p>\n<ul>\n<li class=\"toc-level-2\">5.1 \ud50c\ub7ab\ud3fc \uc720\ud615\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.1.1 \uc5d0\uc774\uc804\ud2b8 \uac1c\ubc1c \ud504\ub808\uc784\uc6cc\ud06c<\/li>\n<li class=\"toc-level-3\">5.1.2 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ud50c\ub7ab\ud3fc<\/li>\n<li class=\"toc-level-3\">5.1.3 \uc2dc\ubbac\ub808\uc774\uc158 \ubc0f \ub514\uc9c0\ud138 \ud2b8\uc708 \uc2a4\uc704\ud2b8<\/li>\n<li class=\"toc-level-3\">5.1.4 \uc790\uc728 \uc5d0\uc774\uc804\ud2b8 SaaS<\/li>\n<li class=\"toc-level-3\">5.1.5 \uae30\ud0c0<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.2 \ubc30\ud3ec \ubaa8\ub4dc\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.2.1 \ud074\ub77c\uc6b0\ub4dc<\/li>\n<li class=\"toc-level-3\">5.2.2 \uc628\ud504\ub808\ubbf8\uc2a4 \/ \uc5e3\uc9c0<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.3 \ucd5c\uc885 \uc0ac\uc6a9 \uc0b0\uc5c5\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.3.1 \uc81c\uc870<\/li>\n<li class=\"toc-level-3\">5.3.2 \uacf5\uae09\ub9dd \ubc0f \ubb3c\ub958<\/li>\n<li class=\"toc-level-3\">5.3.3 \ud5ec\uc2a4\ucf00\uc5b4 \ubc0f \uc0dd\uba85 \uacfc\ud559<\/li>\n<li class=\"toc-level-3\">5.3.4 BFSI<\/li>\n<li class=\"toc-level-3\">5.3.5 \uc2a4\ub9c8\ud2b8 \ub3c4\uc2dc \ubc0f \uc778\ud504\ub77c<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.4.1 \uc6cc\ud06c\ud50c\ub85c\uc6b0 \ubc0f \ud504\ub85c\uc138\uc2a4 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158<\/li>\n<li class=\"toc-level-3\">5.4.2 \ub2e4\uc911 \ub85c\ubd07 \uc870\uc815<\/li>\n<li class=\"toc-level-3\">5.4.3 \uc758\uc0ac\uacb0\uc815 \uc9c0\uc6d0 \ubc0f \uacc4\ud68d<\/li>\n<li class=\"toc-level-3\">5.4.4 \uc2dc\ubbac\ub808\uc774\uc158 \ubc0f \ub514\uc9c0\ud138 \ud2b8\uc708 \ubaa8\ub378\ub9c1<\/li>\n<li class=\"toc-level-3\">5.4.5 \uc790\uc728 \uac70\ub798 \ubc0f Fin-Ops<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.5 \uc9c0\uc5ed\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.5.1 \ubd81\ubbf8\n<ul>\n<li class=\"toc-level-4\">5.5.1.1 \ubbf8\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.1.2 \uce90\ub098\ub2e4<\/li>\n<li class=\"toc-level-4\">5.5.1.3 \uba55\uc2dc\ucf54<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.5.2 \ub0a8\ubbf8\n<ul>\n<li class=\"toc-level-4\">5.5.2.1 \ube0c\ub77c\uc9c8<\/li>\n<li class=\"toc-level-4\">5.5.2.2 \uc544\ub974\ud5e8\ud2f0\ub098<\/li>\n<li class=\"toc-level-4\">5.5.2.3 \ub0a8\ubbf8 \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.5.3 \uc720\ub7fd\n<ul>\n<li class=\"toc-level-4\">5.5.3.1 \ub3c5\uc77c<\/li>\n<li class=\"toc-level-4\">5.5.3.2 \uc601\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.3.3 \ud504\ub791\uc2a4<\/li>\n<li class=\"toc-level-4\">5.5.3.4 \uc774\ud0c8\ub9ac\uc544<\/li>\n<li class=\"toc-level-4\">5.5.3.5 \uc2a4\ud398\uc778<\/li>\n<li class=\"toc-level-4\">5.5.3.6 \ub7ec\uc2dc\uc544<\/li>\n<li class=\"toc-level-4\">5.5.3.7 \uc720\ub7fd \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.5.4 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591\n<ul>\n<li class=\"toc-level-4\">5.5.4.1 \uc911\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.4.2 \uc77c\ubcf8<\/li>\n<li class=\"toc-level-4\">5.5.4.3 \uc778\ub3c4<\/li>\n<li class=\"toc-level-4\">5.5.4.4 \ub300\ud55c\ubbfc\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.4.5 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.5.5 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74\n<ul>\n<li class=\"toc-level-4\">5.5.5.1 \uc911\ub3d9\n<ul>\n<li class=\"toc-level-5\">5.5.5.1.1 \uc544\ub78d\uc5d0\ubbf8\ub9ac\ud2b8<\/li>\n<li class=\"toc-level-5\">5.5.5.1.2 \uc0ac\uc6b0\ub514\uc544\ub77c\ube44\uc544<\/li>\n<li class=\"toc-level-5\">5.5.5.1.3 \ud280\ub974\ud0a4\uc608<\/li>\n<li class=\"toc-level-5\">5.5.5.1.4 \uce74\ud0c0\ub974<\/li>\n<li class=\"toc-level-5\">5.5.5.1.5 \uc911\ub3d9 \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-4\">5.5.5.2 \uc544\ud504\ub9ac\uce74\n<ul>\n<li class=\"toc-level-5\">5.5.5.2.1 \ub0a8\uc544\ud504\ub9ac\uce74 \uacf5\ud654\uad6d<\/li>\n<li class=\"toc-level-5\">5.5.5.2.2 \ub098\uc774\uc9c0\ub9ac\uc544<\/li>\n<li class=\"toc-level-5\">5.5.5.2.3 \uc774\uc9d1\ud2b8<\/li>\n<li class=\"toc-level-5\">5.5.5.2.4 \uc544\ud504\ub9ac\uce74 \uae30\ud0c0 \uc9c0\uc5ed<\/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, \uc2dc\uc7a5 \uc21c\uc704\/\uc810\uc720\uc728, \uc81c\ud488 \ubc0f \uc11c\ube44\uc2a4, \ucd5c\uadfc \uac1c\ubc1c \ud3ec\ud568)\n<ul>\n<li class=\"toc-level-3\">6.4.1 OpenAI LLC<\/li>\n<li class=\"toc-level-3\">6.4.2 UiPath Inc.<\/li>\n<li class=\"toc-level-3\">6.4.3 GreyOrange Inc.<\/li>\n<li class=\"toc-level-3\">6.4.4 C3.ai Inc.<\/li>\n<li class=\"toc-level-3\">6.4.5 Fetch.ai Foundation Pte Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.6 Mindsmiths d.o.o.<\/li>\n<li class=\"toc-level-3\">6.4.7 CrewAI Inc.<\/li>\n<li class=\"toc-level-3\">6.4.8 Swarms AI Inc.<\/li>\n<li class=\"toc-level-3\">6.4.9 HASH.ai Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.10 Algovera DAO Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.11 Emergence AI Inc.<\/li>\n<li class=\"toc-level-3\">6.4.12 AgentVerse Technologies Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.13 Temporal Technologies Inc.<\/li>\n<li class=\"toc-level-3\">6.4.14 Instadeep Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.15 Locus Robotics Corp.<\/li>\n<li class=\"toc-level-3\">6.4.16 Blue Yonder Group Inc.<\/li>\n<li class=\"toc-level-3\">6.4.17 Manus AI<\/li>\n<li class=\"toc-level-3\">6.4.18 Onomatic LLC<\/li>\n<li class=\"toc-level-3\">6.4.19 Softeon Inc.<\/li>\n<li class=\"toc-level-3\">6.4.20 Symbotic Inc.<\/li>\n<li class=\"toc-level-3\">6.4.21 Camunda Services GmbH<\/li>\n<li class=\"toc-level-3\">6.4.22 Airt Inc.<\/li>\n<li class=\"toc-level-3\">6.4.23 Relevance AI Pty Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.24 Anthropic P.B.C.<\/li>\n<li class=\"toc-level-3\">6.4.25 Instadeep Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.26 Cognizant Technology Solutions Corp.<\/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>\uba40\ud2f0 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c(MAS) \ud50c\ub7ab\ud3fc \uc2dc\uc7a5 \uac1c\uc694: 2025-2030\ub144 \uc131\uc7a5 \ub3d9\ud5a5 \ubc0f \uc804\ub9dd<\/p>\n<p># 1. \uc2dc\uc7a5 \uac1c\uc694 \ubc0f \uc8fc\uc694 \uc218\uce58<\/p>\n<p>\uba40\ud2f0 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c(MAS) \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc740 2025\ub144\ubd80\ud130 2030\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 47.71%\uc758 \ub192\uc740 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud558\uba70 \uae09\uaca9\ud55c \ud655\uc7a5\uc774 \uc608\uc0c1\ub429\ub2c8\ub2e4. 2025\ub144 78.1\uc5b5 \ub2ec\ub7ec \uaddc\ubaa8\uc600\ub358 \uc2dc\uc7a5\uc740 2030\ub144\uc5d0\ub294 549.1\uc5b5 \ub2ec\ub7ec\uc5d0 \uc774\ub97c \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc774 \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\ub294 \uc2dc\uc7a5\uc73c\ub85c \ubd80\uc0c1\ud560 \uac83\uc774\uba70, \ubd81\ubbf8\ub294 \ud604\uc7ac \uac00\uc7a5 \ud070 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \uc720\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc2dc\uc7a5 \uc9d1\uc911\ub3c4\ub294 \ub0ae\uc740 \ud3b8\uc774\uba70, \uc8fc\uc694 \ud50c\ub808\uc774\uc5b4\ub85c\ub294 OpenAI LLC, UiPath Inc., GreyOrange Inc., C3.ai Inc., Fetch.ai Foundation Pte Ltd. \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p># 2. \uc2dc\uc7a5 \ubd84\uc11d \ubc0f \uc131\uc7a5 \ub3d9\ub825<\/p>\n<p>\uc774\ub7ec\ud55c \uc131\uc7a5\uc740 \uae30\uc5c5\ub4e4\uc774 \uc2e4\ud5d8\uc801\uc778 \ud30c\uc77c\ub7ff \ud504\ub85c\uc81d\ud2b8\ub97c \ub118\uc5b4 \uc0dd\uc0b0 \uaddc\ubaa8\uc758 \uc790\uc728 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uc73c\ub85c \uc804\ud658\ud558\uace0 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \ud2b9\ud788 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc774 \uac15\ud654 \ud559\uc2b5(RL) \ud30c\uc774\ud504\ub77c\uc778\uacfc \uc735\ud569\ub418\uc5b4 \uc778\uac04\uc758 \uac1c\uc785 \uc5c6\uc774 \uacc4\ud68d\ud558\uace0 \uc2e4\ud589\ud558\ub294 \ucd94\ub860 \uc5d0\uc774\uc804\ud2b8\ub97c \uc0dd\uc131\ud558\uba74\uc11c \uc218\uc694\uac00 \uc99d\ud3ed\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc81c\uc870 \uacf5\uc7a5, \ubb3c\ub958 \ud5c8\ube0c, \ub3c4\uc2dc \uc778\ud504\ub77c \ud504\ub85c\uadf8\ub7a8\uc5d0\uc11c \uba40\ud2f0 \uc5d0\uc774\uc804\ud2b8 \uc870\uc815\uc740 \uc774\uc81c \ubbf8\ub798\uc758 \ud22c\uc790\uac00 \uc544\ub2cc \ud575\uc2ec \uc790\ub3d9\ud654 \uacc4\uce35\uc73c\ub85c \uc778\uc2dd\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub294 \uc608\uc0b0\uc774 \uac1c\ubcc4 \ub85c\ubd07 \uc140\uc5d0\uc11c \uc644\uc804\ud55c \uc5d0\uc774\uc804\ud2b8 \uc0dd\ud0dc\uacc4\ub85c \uc774\ub3d9\ud558\uace0 \uc788\uc74c\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n<p>\ud55c\ud3b8, \ubca4\ucc98 \ud22c\uc790\uc640 \ud558\uc774\ud37c\uc2a4\ucf00\uc77c \ub370\uc774\ud130 \uc13c\ud130 \uc6a9\ub7c9 \uc99d\uac00\ub294 \ucd08\uae30 \ucef4\ud4e8\ud305 \uc7a5\ubcbd\uc744 \ud5c8\ubb3c\uace0 \uc788\uc9c0\ub9cc, \uc9c0\uc18d\uc801\uc778 GPU \ubd80\uc871 \ud604\uc0c1\uc740 \uc9c0\uc5f0 \uc2dc\uac04\uc5d0 \ubbfc\uac10\ud55c \uc6cc\ud06c\ub85c\ub4dc\uc5d0 \ub300\ud574 \ud558\uc774\ube0c\ub9ac\ub4dc \ud074\ub77c\uc6b0\ub4dc-\uc5e3\uc9c0 \ubc30\ud3ec\ub97c \uc720\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub85c\ubd07 \uc790\ub3d9\ud654 \uacf5\uae09\uc5c5\uccb4, \ud074\ub77c\uc6b0\ub4dc \ud558\uc774\ud37c\uc2a4\ucf00\uc77c\ub7ec, AI \ub124\uc774\ud2f0\ube0c \uc2a4\ud0c0\ud2b8\uc5c5\ub4e4\uc774 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \uc2a4\ud0dd\uc744 \uc120\uc810\ud558\uae30 \uc704\ud574 \uacbd\uc7c1\ud558\uba74\uc11c \uacbd\uc7c1 \uac15\ub3c4\uac00 \uc2ec\ud654\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub294 \ud1b5\ud569 \ubc0f \ud45c\uc900 \uc124\uc815 \ud611\ub825\uc744 \uc7a5\ub824\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p># 3. \uc8fc\uc694 \ubcf4\uace0\uc11c \uc694\uc57d (\uc138\uadf8\uba3c\ud2b8\ubcc4)<\/p>\n<p>*   \ud50c\ub7ab\ud3fc \uc720\ud615\ubcc4: \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ud50c\ub7ab\ud3fc\uc774 2024\ub144 \uc2dc\uc7a5 \uc810\uc720\uc728\uc758 41.2%\ub97c \ucc28\uc9c0\ud588\uc73c\uba70, \uc790\uc728 \uc5d0\uc774\uc804\ud2b8 SaaS\ub294 2030\ub144\uae4c\uc9c0 53.2%\uc758 CAGR\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<br \/>\n*   \ubc30\ud3ec \ubaa8\ub4dc\ubcc4: \ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec\uac00 2024\ub144 78.4%\uc758 \uc810\uc720\uc728\ub85c \uc9c0\ubc30\uc801\uc774\uc5c8\uc73c\uba70, \uc5e3\uc9c0 \uad6c\ud604\uc740 2030\ub144\uae4c\uc9c0 58.4%\uc758 CAGR\ub85c \ubc1c\uc804\ud560 \uac83\uc785\ub2c8\ub2e4.<br \/>\n*   \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5\ubcc4: \uc81c\uc870 \ubd80\ubb38\uc740 2024\ub144 \ub9e4\ucd9c\uc758 28.3%\ub97c \ucc28\uc9c0\ud588\uc73c\uba70, \uc2a4\ub9c8\ud2b8 \ub3c4\uc2dc \ubc0f \uc778\ud504\ub77c\ub294 \uac19\uc740 \uae30\uac04 \ub3d9\uc548 48.1%\uc758 CAGR\ub85c \ud655\uc7a5\ub420 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4.<br \/>\n*   \uc560\ud50c\ub9ac\ucf00\uc774\uc158\ubcc4: \ub2e4\uc911 \ub85c\ubd07 \uc870\uc815\uc774 2024\ub144 MAS \ud50c\ub7ab\ud3fc \uc2dc\uc7a5 \uaddc\ubaa8\uc758 33.4%\ub97c \ucc28\uc9c0\ud588\uc73c\uba70, \uc758\uc0ac\uacb0\uc815 \uc9c0\uc6d0 \ubc0f \uacc4\ud68d\uc740 2030\ub144\uae4c\uc9c0 48.8%\uc758 CAGR\ub85c \ube60\ub974\uac8c \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc9c0\uc5ed\ubcc4: \ubd81\ubbf8\uac00 2024\ub144 45.2%\uc758 \uc810\uc720\uc728\ub85c \uc2dc\uc7a5\uc744 \uc120\ub3c4\ud588\uc73c\uba70, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 2030\ub144\uae4c\uc9c0 47.9%\uc758 CAGR\ub85c \uac00\uc7a5 \ube60\ub978 \uc131\uc7a5\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n<p># 4. \uae00\ub85c\ubc8c \uba40\ud2f0 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c(MAS) \ud50c\ub7ab\ud3fc \uc2dc\uc7a5 \ub3d9\ud5a5 \ubc0f \uc131\uc7a5 \ub3d9\ub825<\/p>\n<p>*   \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c MAS \ubc30\ud3ec\uc758 \uae09\uc99d (+8.2% CAGR \uc601\ud5a5): \ud074\ub77c\uc6b0\ub4dc\uc758 \uc720\uc5f0\uc131\uacfc \uad00\ub9ac\ud615 \uc11c\ube44\uc2a4\ub294 \uc218\ucc9c \uac1c\uc758 \ub3d9\uc2dc \uc5d0\uc774\uc804\ud2b8 \ubc30\ud3ec \uc8fc\uae30\ub97c \ub2e8\ucd95\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. IBM, UiPath\uc640 \uac19\uc740 \uacf5\uae09\uc5c5\uccb4\ub4e4\uc740 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c\ub97c ID, \uaddc\uc815 \uc900\uc218, \uac10\uc0ac \ubcf4\ud638 \uae30\ub2a5\uacfc \ud568\uaed8 \uc81c\uacf5\ud558\uba70, \ucee8\ud14c\uc774\ub108\ud654\ub41c \uc5d0\uc774\uc804\ud2b8 \ub7f0\ud0c0\uc784\uc758 \uad11\ubc94\uc704\ud55c \uac00\uc6a9\uc131\uc740 \ud1b5\ud569 \uc624\ubc84\ud5e4\ub4dc\ub97c \uc904\uc5ec\uc90d\ub2c8\ub2e4. \uc774\ub294 \uc790\ubcf8 \uc9c0\ucd9c\uc744 \uc6b4\uc601 \ube44\uc6a9 \ubaa8\ub378\ub85c \uc804\ud658\ud558\ub824\ub294 \uc608\uc0b0 \ub2f4\ub2f9\uc790\ub4e4\uc5d0\uac8c \ub9e4\ub825\uc801\uc774\uba70, \uc608\uce21 CAGR\uc5d0 8.2%p\ub97c \ucd94\uac00\ud569\ub2c8\ub2e4.<br \/>\n*   LLM \uae30\ubc18 \uc5d0\uc774\uc804\ud2b8\uc640 \uc804\ud1b5\uc801\uc778 \uac15\ud654 \ud559\uc2b5 \ud504\ub808\uc784\uc6cc\ud06c\uc758 \uc735\ud569 (+9.1% CAGR \uc601\ud5a5): \ucd94\ub860 LLM\uacfc \ubcf4\uc0c1 \uae30\ubc18 \ud559\uc2b5\uc790\ub97c \uacb0\ud569\ud55c \ud558\uc774\ube0c\ub9ac\ub4dc \uc544\ud0a4\ud14d\ucc98\ub294 \uc5d0\uc774\uc804\ud2b8\uac00 \uc790\uc5f0\uc5b4 \uc9c0\uce68\uc744 \ud574\uc11d\ud558\uace0 \ud53c\ub4dc\ubc31 \ub8e8\ud504\ub97c \ud1b5\ud574 \ud589\ub3d9\uc744 \ucd5c\uc801\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uc5ec, \ubaa9\ud45c \uc9c0\ud5a5\uc801 \uc791\uc5c5\uc5d0\uc11c \uc624\ub79c \uc131\ub2a5 \uaca9\ucc28\ub97c \ud574\uc18c\ud569\ub2c8\ub2e4. \uae30\uc5c5 \ud30c\uc77c\ub7ff\uc740 \uba40\ud2f0 \uc5d0\uc774\uc804\ud2b8 LLM \uc9d1\ub2e8\uc774 \ucf54\ub4dc \uc0dd\uc131, \ubcf4\uace0\uc11c \uc791\uc131, \uc774\uc0c1 \uc9d5\ud6c4 \ubd84\ub958\uc5d0\uc11c \ub2e8\uc77c \ub300\uaddc\ubaa8 \ubaa8\ub378\ubcf4\ub2e4 \uc6b0\uc218\ud55c \uc131\ub2a5\uc744 \ubcf4\uc784\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. OpenAI\uc640 \uc18c\ud504\ud2b8\ubc45\ud06c\uc758 \ud569\uc791 \ud22c\uc790\ub294 \uc774\ub7ec\ud55c \uc0c1\uc5c5\ud654 \uacbd\ub85c\ub97c \ubcf4\uc5ec\uc8fc\uba70, \uc5d0\uc774\uc804\ud2b8 \ud50c\ub7ab\ud3fc\uc758 \uc2dc\uc7a5 \ud55c\uacc4\ub97c \ub192\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ucc3d\uace0 \uc790\ub3d9\ud654\ub97c \uc704\ud55c \ub2e4\uc911 \ub85c\ubd07 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \uc218\uc694 (+6.4% CAGR \uc601\ud5a5): \uc9c0\uc18d\uc801\uc778 \ub178\ub3d9\ub825 \ubd80\uc871\uacfc \uc804\uc790\uc0c1\uac70\ub798 \uc8fc\ubb38 \ubcc0\ub3d9\uc131\uc740 \ubb3c\ub958 \uc13c\ud130 \uc790\ub3d9\ud654\ub97c \uac00\uc18d\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5d0\uc774\uc804\ud2b8 \uc2a4\ucf00\uc904\ub7ec\ub294 \uc790\uc728 \uc774\ub3d9 \ub85c\ubd07, \ucee8\ubca0\uc774\uc5b4, \uc778\uac04 \uc791\uc5c5\uc790 \uac04\uc5d0 \ud53d\uc564\ud50c\ub808\uc774\uc2a4 \uc791\uc5c5\uc744 \ud560\ub2f9\ud558\uc5ec \uaddc\uce59 \uae30\ubc18 \uc2dc\ud000\uc11c \ub300\ube44 \ub450 \uc790\ub9bf\uc218 \ucc98\ub9ac\ub7c9 \ud5a5\uc0c1\uc744 \uac00\uc838\uc635\ub2c8\ub2e4.<br \/>\n*   \uc5e3\uc9c0 AI \ube44\uc6a9 \ud558\ub77d\uc73c\ub85c \uc778\ud55c \uc628\ub514\ubc14\uc774\uc2a4 \uc5d0\uc774\uc804\ud2b8 \ud65c\uc131\ud654 (+5.8% CAGR \uc601\ud5a5): \ud2b9\uc218 \ucd94\ub860 \uac00\uc18d\uae30\uc640 \ud6a8\uc728\uc801\uc778 \uc18c\ud615 \ubaa8\ub378 \ub355\ubd84\uc5d0 \uacf5\uc7a5, \uc720\ud2f8\ub9ac\ud2f0, \ucc28\ub7c9\uc5d0\uc11c \uba40\ud2f0 \uc5d0\uc774\uc804\ud2b8 \ucd94\ub860\uc744 \ub85c\uceec\uc5d0\uc11c \uc800\ub834\ud558\uac8c \uc2e4\ud589\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc5e3\uc9c0 \ubc30\ud3ec\ub294 \ubbfc\uac10\ud55c \uc6d0\uaca9 \uce21\uc815 \ub370\uc774\ud130\ub97c \ud604\uc7a5\uc5d0 \uc720\uc9c0\ud558\uace0, \uc8fc\uad8c \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud558\uba70, \ubc31\ud640 \ub9c1\ud06c\uac00 \ubd88\uc548\uc815\ud560 \ub54c \uac00\ub3d9 \uc2dc\uac04\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<br \/>\n*   \uc5d0\uc774\uc804\ud2b8 \uae30\ubc18 \ub85c\uc6b0\ucf54\ub4dc \uac1c\ubc1c \ub3c4\uad6c\uc758 \ubd80\uc0c1 (+3.7% CAGR \uc601\ud5a5): \ub85c\uc6b0\ucf54\ub4dc \ub3c4\uad6c\ub294 \ube44\uc804\ubb38\uac00\ub3c4 \uc5d0\uc774\uc804\ud2b8 \uae30\ubc18 \uc194\ub8e8\uc158\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uac8c \ud558\uc5ec, \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\ub97c \ubbfc\uc8fc\ud654\ud558\uace0 \uc2dc\uc7a5 \uc811\uadfc\uc131\uc744 \ud655\ub300\ud569\ub2c8\ub2e4.<br \/>\n*   \ubca4\ucc98 \uc9c0\uc6d0 \uc624\ud508\uc18c\uc2a4 MAS \uc0dd\ud0dc\uacc4 (+2.9% CAGR \uc601\ud5a5): \ubca4\ucc98 \uce90\ud53c\ud0c8\uc758 \uc9c0\uc6d0\uc744 \ubc1b\ub294 \uc624\ud508\uc18c\uc2a4 MAS \uc0dd\ud0dc\uacc4\ub294 \ud601\uc2e0\uc744 \ucd09\uc9c4\ud558\uace0 \uc0c8\ub85c\uc6b4 \uc194\ub8e8\uc158\uc758 \uac1c\ubc1c \ubc0f \ucc44\ud0dd\uc744 \uac00\uc18d\ud654\ud569\ub2c8\ub2e4.<\/p>\n<p># 5. \uc2dc\uc7a5 \uc81c\uc57d \uc694\uc778<\/p>\n<p>*   MAS \uc900\ube44 \uc778\ub825 \ubc0f \ud45c\uc900 \ubd80\uc871 (-4.3% CAGR \uc601\ud5a5): \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uacfc \uace0\uae09 AI\uc5d0 \ub2a5\uc219\ud55c \uc5d4\uc9c0\ub2c8\uc5b4 \ubd80\uc871\uc740 \ubc30\ud3ec \ube44\uc6a9\uc744 \ub192\uc774\uace0 \ud504\ub85c\uc81d\ud2b8 \uae30\uac04\uc744 \uc5f0\uc7a5\ud569\ub2c8\ub2e4. \ubcf4\ud3b8\uc801\uc778 \ud1b5\uc2e0 \ud504\ub85c\ud1a0\ucf5c\uc758 \ubd80\uc7ac\ub294 \ub2e4\uc911 \uacf5\uae09\uc5c5\uccb4 \ud1b5\ud569\uc744 \ubcf5\uc7a1\ud558\uac8c \ub9cc\ub4e4\uc5b4 \uacf5\uae09\uc5c5\uccb4 \uc885\uc18d \uc704\ud5d8\uc744 \uc99d\uac00\uc2dc\ud0b5\ub2c8\ub2e4.<br \/>\n*   \uc0ac\uc774\ubc84 \ubcf4\uc548 \ubc0f \uc5d0\uc774\uc804\ud2b8 \uc218\uc900 \uacf5\uaca9 \ud45c\uba74 (-3.8% CAGR \uc601\ud5a5): \ubaa8\ub4e0 \uc790\uc728 \uc5d0\uc774\uc804\ud2b8\ub294 API \ud638\ucd9c\uc744 \uc2dc\uc791\ud558\uace0 \uba54\uc2dc\uc9c0\ub97c \uad50\ud658\ud558\uc5ec \uc704\ud611 \ud658\uacbd\uc744 \ub113\ud799\ub2c8\ub2e4. \ud504\ub86c\ud504\ud2b8 \uc8fc\uc785\ubd80\ud130 \uc545\uc131 \uc5d0\uc774\uc804\ud2b8 \uacf5\ubaa8\uc5d0 \uc774\ub974\ub294 \uc0c8\ub85c\uc6b4 \uacf5\uaca9 \ubca1\ud130\ub294 \uc2e4\uc2dc\uac04 \ud589\ub3d9 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uc554\ud638\ud654\ub41c \uc5d0\uc774\uc804\ud2b8 \uac04 \ucc44\ub110\uc744 \uc694\uad6c\ud558\uba70, \uaddc\uc81c \uc0b0\uc5c5\uc758 \ud504\ub85c\uc81d\ud2b8 \uc2b9\uc778\uc744 \uc9c0\uc5f0\uc2dc\ud0b5\ub2c8\ub2e4.<br \/>\n*   GPU\/AI \ucd94\ub860 \uacf5\uae09\ub9dd \ubcc0\ub3d9\uc131 (-2.9% CAGR \uc601\ud5a5): \uace0\uc131\ub2a5 \ucef4\ud4e8\ud305\uc5d0 \ud544\uc218\uc801\uc778 GPU \ubc0f AI \ucd94\ub860 \uce69\uc758 \uacf5\uae09\ub9dd \ubd88\uc548\uc815\uc131\uc740 \uc2dc\uc7a5 \ud655\uc7a5\uc744 \uc800\ud574\ud558\ub294 \uc694\uc778\uc785\ub2c8\ub2e4.<br \/>\n*   ESG \ud22c\uc790\uc790\ub4e4\uc758 \uc5d0\ub108\uc9c0 \ud6a8\uc728 \uc555\ub825 (-2.1% CAGR \uc601\ud5a5): MAS \ud50c\ub7ab\ud3fc\uc758 \uc5d0\ub108\uc9c0 \uc18c\ube44\uc5d0 \ub300\ud55c \ud658\uacbd, \uc0ac\ud68c, \uc9c0\ubc30\uad6c\uc870(ESG) \ud22c\uc790\uc790\ub4e4\uc758 \uc555\ub825\uc740 \ud2b9\ud788 \uc720\ub7fd\uacfc \ubd81\ubbf8\uc5d0\uc11c \uc7a5\uae30\uc801\uc778 \uc81c\uc57d \uc694\uc778\uc73c\ub85c \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p># 6. \uc138\uadf8\uba3c\ud2b8 \ubd84\uc11d \uc0c1\uc138<\/p>\n<p> 6.1. \ud50c\ub7ab\ud3fc \uc720\ud615: \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ud50c\ub7ab\ud3fc\uc774 \uae30\uc5c5 \uaddc\ubaa8\ub97c \ub4b7\ubc1b\uce68<\/p>\n<p>\uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ud50c\ub7ab\ud3fc\uc740 2024\ub144 \ub9e4\ucd9c\uc758 41.2%\ub97c \ucc28\uc9c0\ud558\uba70, \uc774\uae30\uc885 \uc5d0\uc774\uc804\ud2b8 \ud480 \uc804\ubc18\uc5d0 \uac78\uccd0 \uc791\uc5c5 \uc2a4\ucf00\uc904\ub9c1, \ub370\uc774\ud130 \ub77c\uc6b0\ud305, \uc131\ub2a5 \uc9c0\ud45c \ub85c\uae45\uc744 \ub2f4\ub2f9\ud558\ub294 \uba85\ub839 \ud5c8\ube0c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc2dc\uac01\uc801 \uc6cc\ud06c\ud50c\ub85c\uc6b0 \ube4c\ub354\ub97c \ud1b5\ud574 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d\uac00\ub3c4 \ucf54\ub529 \uc5c6\uc774 \uc0c1\ud638 \uc791\uc6a9\uc744 \ubaa8\ub378\ub9c1\ud560 \uc218 \uc788\uc5b4 \uac1c\ub150 \uc99d\uba85 \uc8fc\uae30\uac00 \ub2e8\ucd95\ub429\ub2c8\ub2e4. \uae30\uc5c5\uc774 \ud30c\uc77c\ub7ff\uc5d0\uc11c \uc804\uccb4 \uc2dc\uc2a4\ud15c \ubc30\ud3ec\ub85c \ub098\uc544\uac08\uc218\ub85d \ub2e8\uc77c \uad00\ub9ac \ucc3d(single-pane-of-glass)\uacfc \uacf5\uae09\uc5c5\uccb4 \uc778\uc99d \ubcf4\uc548 \ubaa8\ub4c8\uc744 \uc6b0\uc120\uc2dc\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc790\uc728 \uc5d0\uc774\uc804\ud2b8 SaaS\ub294 \ud604\uc7ac \uaddc\ubaa8\ub294 \uc791\uc9c0\ub9cc, \uc778\ud504\ub77c \ubcf5\uc7a1\uc131\uc744 \uc228\uae30\ub294 \ud134\ud0a4 \ubc88\ub4e4\uc744 \uc120\ud638\ud558\ub294 \ube44\uc988\ub2c8\uc2a4 \ub77c\uc778 \uad00\ub9ac\uc790\ub4e4 \ub355\ubd84\uc5d0 53.2%\uc758 CAGR\ub85c \uc131\uc7a5\ud560 \uc608\uc815\uc785\ub2c8\ub2e4. \uad6c\ub3c5 \ubaa8\ub378\uc740 \uc790\ubcf8 \uc9c0\ucd9c\uc744 \uc608\uce21 \uac00\ub2a5\ud55c \uc6b4\uc601 \ube44\uc6a9\uc73c\ub85c \uc804\ud658\ud558\ub824\ub294 \uc7ac\ubb34 \ubd80\uc11c\uc5d0\ub3c4 \ub9e4\ub825\uc801\uc785\ub2c8\ub2e4. MAS \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc740 \uae30\uc5c5\uc758 \ub514\uc9c0\ud138 \ud2b8\uc708 \ucc44\ud0dd\uacfc \ud568\uaed8 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c\uc758 \uc131\uc7a5\uc774 \uc608\uc0c1\ub418\uba70, \ud50c\ub7ab\ud3fc \uacf5\uae09\uc5c5\uccb4\ub4e4\uc740 \uae30\uc220 \uaca9\ucc28 \ud574\uc18c\ub97c \uc704\ud574 \ucf54\ub4dc \uc0dd\uc131 \uc2a4\ud0c0\ud2b8\uc5c5 \ubc0f \ub85c\uc6b0\ucf54\ub4dc \uc5b4\uc148\ube14\ub7ec\ub97c \uc778\uc218\ud560 \uac83\uc73c\ub85c \ubcf4\uc785\ub2c8\ub2e4. \uacbd\uc7c1 \ucc28\ubcc4\ud654\ub294 \uc77c\ubc18\uc801\uc778 \uc2a4\ucf00\uc904\ub9c1 \ub85c\uc9c1\ubcf4\ub2e4\ub294 \uc81c\uc870, \ud5ec\uc2a4\ucf00\uc5b4, \uae08\uc735\uacfc \uac19\uc740 \ub3c4\uba54\uc778\ubcc4 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc5d0 \uc810\uc810 \ub354 \uc758\uc874\ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p> 6.2. \ubc30\ud3ec \ubaa8\ub4dc: \ud074\ub77c\uc6b0\ub4dc\uc758 \uc9c0\ubc30\ub825\uacfc \uc5e3\uc9c0\uc758 \ubaa8\uba58\ud140<\/p>\n<p>\ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec\ub294 \uc11c\ubc84\ub9ac\uc2a4 GPU \ud074\ub7ec\uc2a4\ud130\uc640 \uc0ac\uc804 \ud1b5\ud569\ub41c ID \uc11c\ube44\uc2a4\uc5d0 \ud798\uc785\uc5b4 2024\ub144 78.4%\uc758 \uc810\uc720\uc728\uc744 \uae30\ub85d\ud588\uc2b5\ub2c8\ub2e4. \ubd84\uae30\ubcc4 \uc608\uc0b0\uc744 \ucc45\uc815\ud558\ub294 \uae30\uc5c5\ub4e4\uc740 \uc885\ub7c9\uc81c(pay-as-you-go) \ube44\uc6a9 \ubaa8\ub378\uc744 \uc120\ud638\ud558\uba70, \uac1c\ubc1c \uc6b4\uc601(DevOps) \ud300\uc740 \uc790\ub3d9 \ud655\uc7a5 \uadf8\ub8f9\uc744 \ud65c\uc6a9\ud558\uc5ec \uacc4\uc808\ubcc4 \ud2b8\ub798\ud53d \uae09\uc99d \uc2dc\uc5d0\ub3c4 \uc11c\ube44\uc2a4 \uc218\uc900 \ud611\uc57d(SLA)\uc744 \uc900\uc218\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774\uc81c \uae30\uc5c5\ub4e4\uc740 \ubc00\ub9ac\ucd08 \ub2e8\uc704\uc758 \uc9c0\uc5f0 \uc2dc\uac04 \ubaa9\ud45c\ub97c \ucda9\uc871\ud558\uace0 \ub300\uc5ed\ud3ed \ube44\uc6a9\uc744 \uc904\uc774\uae30 \uc704\ud574 \uacf5\uc7a5 \ud604\uc7a5\uc774\ub098 \ud1b5\uc2e0 \ud0c0\uc6cc\uc5d0 \ub9c8\uc774\ud06c\ub85c \ud074\ub7ec\uc2a4\ud130\ub97c \uc2dc\ubc94 \uc6b4\uc601\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc5e3\uc9c0 \ub178\ub4dc\ub294 \uc694\uc57d \ub370\uc774\ud130\ub9cc \ud074\ub77c\uc6b0\ub4dc\ub85c \ub3d9\uae30\ud654\ud558\uc5ec \uc1a1\uc2e0 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uace0 \uac1c\uc778 \uc815\ubcf4\ub97c \ubcf4\ud638\ud569\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c MAS \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc740 \uac70\ubc84\ub10c\uc2a4\uc640 \uace0\uc131\ub2a5 \ucef4\ud4e8\ud305\uc740 \uc911\uc559\uc5d0 \uc704\uce58\ud558\uace0, \ucd94\ub860 \ubc0f \uc81c\uc5b4 \ub85c\uc9c1\uc740 \uc5e3\uc9c0\uc5d0\uc11c \uc2e4\ud589\ub418\ub294 \uacc4\uce35\ud654\ub41c \uc544\ud0a4\ud14d\ucc98\ub97c \ubaa9\uaca9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5e3\uc9c0 \ucc44\ud0dd\uc740 \uc0b0\uc5c5\uc6a9 \ucd94\ub860 ASIC\uc774 \uc804\ub825 \ud6a8\uc728\uc744 \ub192\uc774\uace0 \uc815\ubd80\uac00 \ub370\uc774\ud130 \uc0c1\uc8fc \ubc95\uaddc\ub97c \uac15\ud654\ud568\uc5d0 \ub530\ub77c 58.4%\uc758 CAGR\ub85c \uae09\uc99d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \ud1b5\ud569\ub41c \ud074\ub77c\uc6b0\ub4dc-\uc5e3\uc9c0 \ucf58\uc194\uc744 \uc81c\uacf5\ud558\ub294 \uacf5\uae09\uc5c5\uccb4\ub294 \uc0ac\uc77c\ub85c\ud654\ub41c \uc2a4\ud0dd\uc744 \uc81c\uacf5\ud558\ub294 \uacbd\uc7c1\uc5c5\uccb4\ub97c \ub2a5\uac00\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p> 6.3. \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5: \uc81c\uc870 \ubd80\ubb38\uc774 \uc5ec\uc804\ud788 \ub192\uc740 \uc9c0\ucd9c \ube44\uc911\uc744 \ucc28\uc9c0<\/p>\n<p>\uc81c\uc870\uc5c5\uc740 \uc0dd\uc0b0 \uc2a4\ucf00\uc904\ub9c1,\ud488\uc9c8 \uad00\ub9ac, \uc608\uce21 \uc720\uc9c0\ubcf4\uc218, \ub85c\ubd07 \uc81c\uc5b4, \uc7ac\uace0 \uad00\ub9ac \ubc0f \uacf5\uae09\ub9dd \ucd5c\uc801\ud654\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c MAS \ud50c\ub7ab\ud3fc\uc744 \ud65c\uc6a9\ud558\uc5ec \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc2a4\ub9c8\ud2b8 \ud329\ud1a0\ub9ac\uc758 \ud655\uc0b0\uacfc \ud568\uaed8 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uc790\uc728 \uc758\uc0ac\uacb0\uc815\uc758 \ud544\uc694\uc131\uc774 \uc99d\uac00\ud558\uba74\uc11c \uc81c\uc870\uc5c5\uc5d0\uc11c\uc758 MAS \ud50c\ub7ab\ud3fc \ub3c4\uc785\uc740 \ub354\uc6b1 \uac00\uc18d\ud654\ub420 \uc804\ub9dd\uc785\ub2c8\ub2e4.<\/p>\n<p>6.4. \uc9c0\uc5ed\ubcc4 \ubd84\uc11d: \ubd81\ubbf8\uac00 MAS \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc744 \uc120\ub3c4<\/p>\n<p>\ubd81\ubbf8 \uc9c0\uc5ed\uc740 \uae30\uc220 \ud601\uc2e0\uc5d0 \ub300\ud55c \ub192\uc740 \ud22c\uc790\uc640 \uc778\uacf5\uc9c0\ub2a5 \ubc0f \uc790\ub3d9\ud654 \uae30\uc220\uc758 \uc870\uae30 \ucc44\ud0dd\uc73c\ub85c \uc778\ud574 MAS \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc5d0\uc11c \uac00\uc7a5 \ud070 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc9c0\uc5ed\uc758 \uae30\uc5c5\ub4e4\uc740 \ubcf5\uc7a1\ud55c \uc2dc\uc2a4\ud15c \uad00\ub9ac, \uacf5\uae09\ub9dd \ucd5c\uc801\ud654, \uace0\uac1d \uc11c\ube44\uc2a4 \uc790\ub3d9\ud654 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c MAS \ud50c\ub7ab\ud3fc\uc744 \uc801\uadf9\uc801\uc73c\ub85c \ub3c4\uc785\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc720\ub7fd\uc740 \uc5c4\uaca9\ud55c \ub370\uc774\ud130 \uaddc\uc81c\uc640 \ud568\uaed8 \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0 \ubc0f \uc0b0\uc5c5 \uc790\ub3d9\ud654 \ud504\ub85c\uc81d\ud2b8\uc5d0 \ub300\ud55c \uc815\ubd80 \uc9c0\uc6d0\uc774 \uc99d\uac00\ud558\uba74\uc11c MAS \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc5d0\uc11c \uc0c1\ub2f9\ud55c \uc131\uc7a5\uc744 \ubcf4\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 \uc911\uad6d, \uc778\ub3c4, \uc77c\ubcf8\uacfc \uac19\uc740 \uad6d\uac00\uc5d0\uc11c \uc81c\uc870\uc5c5 \ubc0f \ud1b5\uc2e0 \ubd80\ubb38\uc758 \uae09\uc18d\ud55c \ubc1c\uc804\uacfc \ub514\uc9c0\ud138 \uc804\ud658 \uc774\ub2c8\uc154\ud2f0\ube0c\uc5d0 \ud798\uc785\uc5b4 \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\ub294 \uc2dc\uc7a5\uc73c\ub85c \ubd80\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc9c0\uc5ed\uc758 \uae30\uc5c5\ub4e4\uc740 \uc0dd\uc0b0\uc131 \ud5a5\uc0c1\uacfc \ube44\uc6a9 \uc808\uac10\uc744 \uc704\ud574 MAS \ud50c\ub7ab\ud3fc \ub3c4\uc785\uc744 \ud655\ub300\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>7. \uacbd\uc7c1 \ud658\uacbd<\/p>\n<p>MAS \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc740 \uc5ec\ub7ec \uae00\ub85c\ubc8c \uae30\uc5c5\uacfc \uc9c0\uc5ed \uc804\ubb38 \uae30\uc5c5\ub4e4\uc774 \uacbd\uc7c1\ud558\ub294 \ubd84\uc0b0\ub41c \ud658\uacbd\uc744 \ud2b9\uc9d5\uc73c\ub85c \ud569\ub2c8\ub2e4. \uc8fc\uc694 \uc2dc\uc7a5 \ucc38\uc5ec\uc790\ub4e4\uc740 \uc81c\ud488 \ud601\uc2e0, \uc804\ub7b5\uc801 \ud30c\ud2b8\ub108\uc2ed, \uc778\uc218\ud569\ubcd1(M&#038;A)\uc744 \ud1b5\ud574 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ud655\ub300\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub4e4\uc740 \ud074\ub77c\uc6b0\ub4dc-\uc5e3\uc9c0 \ud1b5\ud569 \uc194\ub8e8\uc158, AI \uae30\ubc18 \ubd84\uc11d \uae30\ub2a5, \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uac1c\ubc1c \ub3c4\uad6c \ub4f1\uc744 \uc81c\uacf5\ud558\uc5ec \uacbd\uc7c1 \uc6b0\uc704\ub97c \ud655\ubcf4\ud558\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uc2dc\uc7a5 \ucc38\uc5ec\uc790:<br \/>\n* IBM Corporation<br \/>\n* Google LLC<br \/>\n* Microsoft Corporation<br \/>\n* Amazon Web Services (AWS)<br \/>\n* Siemens AG<br \/>\n* Bosch.IO GmbH<br \/>\n* Hitachi, Ltd.<br \/>\n* SAP SE<br \/>\n* Oracle Corporation<br \/>\n* Cisco Systems, Inc.<br \/>\n* Intel Corporation<br \/>\n* NVIDIA Corporation<br \/>\n* ABB Ltd.<br \/>\n* General Electric (GE)<br \/>\n* Honeywell International Inc.<\/p>\n<p>\uc774\ub4e4 \uae30\uc5c5\uc740 MAS \ud50c\ub7ab\ud3fc\uc758 \uae30\ub2a5\uc744 \ud655\uc7a5\ud558\uace0 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc758 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud558\uae30 \uc704\ud574 \uc5f0\uad6c \uac1c\ubc1c\uc5d0 \uc9c0\uc18d\uc801\uc73c\ub85c \ud22c\uc790\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc624\ud508 \uc18c\uc2a4 MAS \ud504\ub808\uc784\uc6cc\ud06c\uc640 \ucee4\ubba4\ub2c8\ud2f0\uc758 \uc131\uc7a5\ub3c4 \uc2dc\uc7a5 \uacbd\uc7c1\uc744 \uc2ec\ud654\uc2dc\ud0a4\ub294 \uc694\uc778 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4.<\/p>\n<p>8. \uacb0\ub860 \ubc0f \uc804\ub9dd<\/p>\n<p>MAS \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc740 \uc778\uacf5\uc9c0\ub2a5, \uc5e3\uc9c0 \ucef4\ud4e8\ud305, IoT \uae30\uc220\uc758 \ubc1c\uc804\uacfc \ud568\uaed8 \uc804\ub840 \uc5c6\ub294 \uc131\uc7a5\uc744 \uacbd\ud5d8\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf5\uc7a1\ud55c \uc2dc\uc2a4\ud15c\uc758 \uc790\uc728 \uad00\ub9ac, \uc2e4\uc2dc\uac04 \uc758\uc0ac\uacb0\uc815, \ubd84\uc0b0\ub41c \ud658\uacbd\uc5d0\uc11c\uc758 \ud6a8\uc728\uc801\uc778 \ud611\uc5c5\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uc99d\uac00\ud558\uba74\uc11c MAS \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \ud575\uc2ec\uc801\uc778 \uae30\uc220\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc5e3\uc9c0 \ucef4\ud4e8\ud305\uacfc\uc758 \ud1b5\ud569\uc740 \ub370\uc774\ud130 \ucc98\ub9ac\uc758 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uace0 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638\ub97c \uac15\ud654\ud558\uba70, \uc0c8\ub85c\uc6b4 \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378\uc744 \ucc3d\ucd9c\ud558\ub294 \ub370 \uae30\uc5ec\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ud5a5\ud6c4 MAS \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uc8fc\uc694 \ud2b8\ub80c\ub4dc\uc5d0 \uc758\ud574 \uc8fc\ub3c4\ub420 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<br \/>\n* \ud074\ub77c\uc6b0\ub4dc-\uc5e3\uc9c0 \ud1b5\ud569\uc758 \uc2ec\ud654: \uc911\uc559 \uc9d1\uc911\uc2dd \ud074\ub77c\uc6b0\ub4dc \uad00\ub9ac\uc640 \ubd84\uc0b0\ub41c \uc5e3\uc9c0 \ucd94\ub860 \ubc0f \uc81c\uc5b4 \uac04\uc758 \uc6d0\ud65c\ud55c \ud1b5\ud569\uc774 \ub354\uc6b1 \uc911\uc694\ud574\uc9c8 \uac83\uc785\ub2c8\ub2e4.<br \/>\n* AI \ubc0f \uba38\uc2e0\ub7ec\ub2dd\uacfc\uc758 \uc735\ud569: MAS \ud50c\ub7ab\ud3fc\uc740 \ub354\uc6b1 \uc815\uad50\ud55c AI \ubc0f \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud1b5\ud569\ud558\uc5ec \uc790\uc728\uc131\uacfc \uc801\uc751\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uac83\uc785\ub2c8\ub2e4.<br \/>\n* \uc0b0\uc5c5\ubcc4 \ub9de\ucda4\ud615 \uc194\ub8e8\uc158: \ud2b9\uc815 \uc0b0\uc5c5(\uc608: \uc81c\uc870, \ud5ec\uc2a4\ucf00\uc5b4, \uc6b4\uc1a1)\uc758 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ucd5c\uc801\ud654\ub41c MAS \uc194\ub8e8\uc158\uc774 \ub354\uc6b1 \ub2e4\uc591\ud558\uac8c \ucd9c\uc2dc\ub420 \uac83\uc785\ub2c8\ub2e4.<br \/>\n* \ubcf4\uc548 \ubc0f \uac70\ubc84\ub10c\uc2a4 \uac15\ud654: \ubd84\uc0b0\ub41c \uc2dc\uc2a4\ud15c\uc758 \ubcf5\uc7a1\uc131\uc774 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \ub370\uc774\ud130 \ubcf4\uc548, \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \uc2dc\uc2a4\ud15c \uac70\ubc84\ub10c\uc2a4\uc5d0 \ub300\ud55c \uc911\uc694\uc131\uc774 \ub354\uc6b1 \uac15\uc870\ub420 \uac83\uc785\ub2c8\ub2e4.<br \/>\n* \uc624\ud508 \uc18c\uc2a4 \uc0dd\ud0dc\uacc4\uc758 \uc131\uc7a5: \uc624\ud508 \uc18c\uc2a4 MAS \ud504\ub808\uc784\uc6cc\ud06c\uc640 \ucee4\ubba4\ub2c8\ud2f0\uc758 \ud65c\uc131\ud654\ub294 \uae30\uc220 \ud601\uc2e0\uc744 \uac00\uc18d\ud654\ud558\uace0 \uc2dc\uc7a5 \uc9c4\uc785 \uc7a5\ubcbd\uc744 \ub0ae\ucd9c \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>MAS \ud50c\ub7ab\ud3fc\uc740 \uae30\uc5c5\uc774 \ub514\uc9c0\ud138 \uc804\ud658\uc744 \uc131\uacf5\uc801\uc73c\ub85c \uc218\ud589\ud558\uace0 \ubbf8\ub798\uc758 \ubcf5\uc7a1\ud55c \ube44\uc988\ub2c8\uc2a4 \ud658\uacbd\uc5d0 \ub300\uc751\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778 \ub3c4\uad6c\uac00 \ub420 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc758 \uc9c0\uc18d\uc801\uc778 \ubc1c\uc804\uacfc \uad11\ubc94\uc704\ud55c \ucc44\ud0dd\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \ubcc0\ud654\ub97c \uac00\uc838\uc62c \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n<p>\ubcf8 \ubcf4\uace0\uc11c\ub294 \ub2e4\uc911 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c(MAS) \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \ubd84\uc11d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc5f0\uad6c\ub294 \uc2dc\uc7a5 \uc815\uc758, \ubc94\uc704, \ubc29\ubc95\ub860\uc744 \ud3ec\ud568\ud558\uba70, \uc2dc\uc7a5\uc758 \ud604\uc7ac \uc0c1\ud0dc\uc640 \ubbf8\ub798 \uc804\ub9dd\uc744 \uc2ec\uce35\uc801\uc73c\ub85c \ub2e4\ub8f9\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uc694\uc57d:<br \/>\nMAS \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc740 2025\ub144 78.1\uc5b5 \ub2ec\ub7ec \uaddc\ubaa8\uc5d0 \ub3c4\ub2ec\ud588\uc73c\uba70, \ud5a5\ud6c4 5\ub144\uac04 \uae09\uaca9\ud55c \uc131\uc7a5\uc774 \uc608\uc0c1\ub429\ub2c8\ub2e4. 2024\ub144\uc5d0\ub294 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ud50c\ub7ab\ud3fc\uc774 41.2%\uc758 \uc810\uc720\uc728\ub85c \uc2dc\uc7a5\uc744 \uc8fc\ub3c4\ud588\uc2b5\ub2c8\ub2e4. \ucd5c\uc885 \uc0ac\uc6a9 \uc0b0\uc5c5 \uc911 \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0 \ubc0f \uc778\ud504\ub77c \ubd80\ubb38\uc740 2030\ub144\uae4c\uc9c0 48.1%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR)\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \ubc30\ud3ec \ubaa8\ub4dc\uc5d0\uc11c\ub294 \uc5e3\uc9c0 \ubc30\ud3ec\uac00 58.4%\uc758 CAGR\ub85c \ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec\ubcf4\ub2e4 \ube60\ub978 \ud655\uc7a5\uc774 \uc608\uc0c1\ub418\uba70, \uc9c0\uc5ed\ubcc4\ub85c\ub294 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc774 47.9%\uc758 CAGR\ub85c \uac00\uc7a5 \ub192\uc740 \uc131\uc7a5\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uce21\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \ud658\uacbd:<br \/>\n\uc2dc\uc7a5\uc758 \uc8fc\uc694 \uc131\uc7a5 \ub3d9\ub825\uc73c\ub85c\ub294 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c MAS \ubc30\ud3ec\uc758 \uc99d\uac00, LLM(\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378) \uae30\ubc18 \uc5d0\uc774\uc804\ud2b8\uc640 \uc804\ud1b5\uc801\uc778 \uac15\ud654 \ud559\uc2b5(RL) \ud504\ub808\uc784\uc6cc\ud06c\uc758 \uc735\ud569, \ucc3d\uace0 \uc790\ub3d9\ud654\ub97c \uc704\ud55c \ub2e4\uc911 \ub85c\ubd07 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \uc218\uc694, \uc5e3\uc9c0 AI \ube44\uc6a9 \ud558\ub77d\uc73c\ub85c \uc778\ud55c \uc628\ub514\ubc14\uc774\uc2a4 \uc5d0\uc774\uc804\ud2b8 \ud65c\uc131\ud654, &#8216;\uc5d0\uc774\uc804\ud2b8\ud615&#8217; \ub85c\uc6b0\ucf54\ub4dc \uac1c\ubc1c \ub3c4\uad6c\uc758 \ubd80\uc0c1, \uadf8\ub9ac\uace0 \ubca4\ucc98 \ud22c\uc790\ub97c \ubc1b\uc740 \uc624\ud508\uc18c\uc2a4 MAS \uc0dd\ud0dc\uacc4\uc758 \ud655\uc7a5\uc774 \uaf3d\ud799\ub2c8\ub2e4.<\/p>\n<p>\ubc18\uba74, \uc2dc\uc7a5\uc758 \uc81c\uc57d \uc694\uc778\uc73c\ub85c\ub294 MAS \uc804\ubb38 \uc778\ub825 \ubc0f \ud45c\uc900\uc758 \ubd80\uc871, \uc0ac\uc774\ubc84 \ubcf4\uc548 \ubc0f \uc5d0\uc774\uc804\ud2b8 \uc218\uc900\uc758 \uacf5\uaca9 \ud45c\uba74 \uc99d\uac00, GPU\/AI \ucd94\ub860 \uacf5\uae09\ub9dd\uc758 \ubcc0\ub3d9\uc131, \uadf8\ub9ac\uace0 ESG \ud22c\uc790\uc790\ub4e4\uc758 \uc5d0\ub108\uc9c0 \ud6a8\uc728\uc131 \uc555\ub825\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ubcf4\uace0\uc11c\ub294 \ub610\ud55c \uac00\uce58 \uc0ac\uc2ac \ubd84\uc11d, \uaddc\uc81c \ud658\uacbd, \uae30\uc220 \uc804\ub9dd, \uac70\uc2dc \uacbd\uc81c \uc694\uc778\uc758 \uc601\ud5a5, \uadf8\ub9ac\uace0 \ud3ec\ud130\uc758 5\uac00\uc9c0 \uacbd\uc7c1 \uc694\uc778 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc2dc\uc7a5\uc758 \uc804\ubc18\uc801\uc778 \uad6c\uc870\ub97c \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc131\uc7a5 \uc608\uce21:<br \/>\n\uc2dc\uc7a5\uc740 \ud50c\ub7ab\ud3fc \uc720\ud615(\uc5d0\uc774\uc804\ud2b8 \uac1c\ubc1c \ud504\ub808\uc784\uc6cc\ud06c, \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ud50c\ub7ab\ud3fc, \uc2dc\ubbac\ub808\uc774\uc158 \ubc0f \ub514\uc9c0\ud138 \ud2b8\uc708 \uc2a4\uc704\ud2b8, \uc790\uc728 \uc5d0\uc774\uc804\ud2b8 SaaS \ub4f1), \ubc30\ud3ec \ubaa8\ub4dc(\ud074\ub77c\uc6b0\ub4dc, \uc628\ud504\ub808\ubbf8\uc2a4\/\uc5e3\uc9c0), \ucd5c\uc885 \uc0ac\uc6a9 \uc0b0\uc5c5(\uc81c\uc870, \uacf5\uae09\ub9dd \ubc0f \ubb3c\ub958, \ud5ec\uc2a4\ucf00\uc5b4 \ubc0f \uc0dd\uba85 \uacfc\ud559, BFSI, \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0 \ubc0f \uc778\ud504\ub77c \ub4f1), \uc560\ud50c\ub9ac\ucf00\uc774\uc158(\uc6cc\ud06c\ud50c\ub85c\uc6b0 \ubc0f \ud504\ub85c\uc138\uc2a4 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158, \ub2e4\uc911 \ub85c\ubd07 \uc870\uc815, \uc758\uc0ac \uacb0\uc815 \uc9c0\uc6d0 \ubc0f \uacc4\ud68d, \uc2dc\ubbac\ub808\uc774\uc158 \ubc0f \ub514\uc9c0\ud138 \ud2b8\uc708 \ubaa8\ub378\ub9c1, \uc790\uc728 \uac70\ub798 \ubc0f Fin-Ops \ub4f1), \uadf8\ub9ac\uace0 \uc9c0\uc5ed(\ubd81\ubbf8, \ub0a8\ubbf8, \uc720\ub7fd, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591, \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74\uc758 \uc8fc\uc694 \uad6d\uac00 \ud3ec\ud568)\ubcc4\ub85c \uc138\ubd84\ud654\ub418\uc5b4 \ubd84\uc11d\ub429\ub2c8\ub2e4.<\/p>\n<p>\uacbd\uc7c1 \ud658\uacbd:<br \/>\n\uacbd\uc7c1 \ud658\uacbd \ubd84\uc11d\uc740 \uc2dc\uc7a5 \uc9d1\uc911\ub3c4, \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc758 \uc804\ub7b5\uc801 \uc6c0\uc9c1\uc784, \uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. OpenAI, UiPath, C3.ai, Fetch.ai, Mindsmiths, CrewAI, Swarms AI, HASH.ai, Algovera DAO, Emergence AI, AgentVerse Technologies, Temporal Technologies, Instadeep, Locus Robotics, Blue Yonder Group, Manus AI, Onomatic, Softeon, Symbotic, Camunda Services, Airt, Relevance AI, Anthropic, Cognizant Technology Solutions \ub4f1 \uae00\ub85c\ubc8c \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc758 \ud504\ub85c\ud544\uc774 \uc0c1\uc138\ud788 \ub2e4\ub8e8\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uae30\ud68c \ubc0f \ubbf8\ub798 \uc804\ub9dd:<br \/>\n\ubcf4\uace0\uc11c\ub294 \ubbf8\ucda9\uc871 \uc218\uc694 \ud3c9\uac00\ub97c \ud1b5\ud574 \uc2dc\uc7a5\uc758 \uc7a0\uc7ac\uc801 \uae30\ud68c\uc640 \ubbf8\ub798 \ubc1c\uc804 \ubc29\ud5a5\uc744 \uc81c\uc2dc\ud558\uba70, \uc9c0\uc18d\uc801\uc778 \ud601\uc2e0\uacfc \uc131\uc7a5\uc744 \uc704\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\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-57004","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\/57004"}],"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=57004"}],"version-history":[{"count":0,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts\/57004\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/media?parent=57004"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/categories?post=57004"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/tags?post=57004"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}