{"id":42395,"date":"2026-02-14T05:30:04","date_gmt":"2026-02-14T05:30:04","guid":{"rendered":"https:\/\/www.globalresearch.co.kr\/insight\/prompt-engineering-and-agent-programming-tools-market-mordor\/"},"modified":"2026-10-02T08:12:02","modified_gmt":"2026-10-01T23:12:02","slug":"prompt-engineering-and-agent-programming-tools-market-mordor","status":"publish","type":"post","link":"https:\/\/www.globalresearch.co.kr\/insight\/prompt-engineering-and-agent-programming-tools-market-mordor\/","title":{"rendered":"\uc138\uacc4\uc758 \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ubc0f \uc5d0\uc774\uc804\ud2b8 \ud504\ub85c\uadf8\ub798\ubc0d \ub3c4\uad6c \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc810\uc720\uc728 \ubd84\uc11d &#8211; \uc131\uc7a5 \ub3d9\ud5a5 \ubc0f \uc804\ub9dd (2025-2030)"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2026\/02\/prompt-engineering-and-agent-programming-tools-market-1755494960084-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\/prompt-engineering-and-agent-programming-tools-market-size-image-1753701549219.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 \uc0dd\uc131\ud615 AI \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc758 \uae30\uc5c5 \ud1b5\ud569 \uac00\uc18d\ud654<\/li>\n<li class=\"toc-level-3\">4.2.2 \uc624\ud508\uc18c\uc2a4 LLM \uc0dd\ud0dc\uacc4 \ud655\uc7a5<\/li>\n<li class=\"toc-level-3\">4.2.3 \ud504\ub86c\ud504\ud2b8 \uc548\uc804 \ubc0f \uaddc\uc815 \uc900\uc218 \uac10\uc0ac \uc218\uc694 \uc99d\uac00<\/li>\n<li class=\"toc-level-3\">4.2.4 \uc790\ub3d9\ud654\ub41c \ud14c\uc2a4\ud2b8 \uc0dd\uc131\uc744 \uc704\ud55c \ud569\uc131 \ub370\uc774\ud130 \uc5d0\uc774\uc804\ud2b8\uc758 \ucd9c\ud604<\/li>\n<li class=\"toc-level-3\">4.2.5 \ub85c\uceec \uc5d0\uc774\uc804\ud2b8 \uc2e4\ud589\uc744 \uac00\ub2a5\ud558\uac8c \ud558\ub294 \ud558\ub4dc\uc6e8\uc5b4 \uc218\uc900 \ucd5c\uc801\ud654<\/li>\n<li class=\"toc-level-3\">4.2.6 \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uacc4\uce35\uc758 DevSecOps \ud1b5\ud569<\/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 \uc804\ubb38 \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc778\uc7ac \ubd80\uc871<\/li>\n<li class=\"toc-level-3\">4.3.2 \ub192\uc740 \ucd9c\ub825 \uac00\ubcc0\uc131\uc73c\ub85c \uc778\ud55c \ubc18\ubcf5\uc131 \uc800\ud558<\/li>\n<li class=\"toc-level-3\">4.3.3 \ud1a0\ud070 \uac00\uaca9 \ubcc0\ub3d9\uc131\uc73c\ub85c \uc778\ud55c \uc608\uc0b0 \ubd88\ud655\uc2e4\uc131<\/li>\n<li class=\"toc-level-3\">4.3.4 \uc0ac\uace0 \uc5f0\uc1c4 \ud504\ub86c\ud504\ud2b8\uc5d0 \ub300\ud55c IP \ubaa8\ud638\uc131<\/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 \ud3ec\ud130\uc758 5\uac00\uc9c0 \uacbd\uc7c1 \uc694\uc778 \ubd84\uc11d\n<ul>\n<li class=\"toc-level-3\">4.7.1 \uc2e0\uaddc \uc9c4\uc785\uc790\uc758 \uc704\ud611<\/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 \uacf5\uae09\uc790\uc758 \uad50\uc12d\ub825<\/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<\/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 \uae30\ub2a5 \uc720\ud615\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.1.1 \ud504\ub86c\ud504\ud2b8 \ucd5c\uc801\ud654 \ud50c\ub7ab\ud3fc<\/li>\n<li class=\"toc-level-3\">5.1.2 \uc5d0\uc774\uc804\ud2b8 \ud504\ub808\uc784\uc6cc\ud06c \ubc0f SDK<\/li>\n<li class=\"toc-level-3\">5.1.3 \ud504\ub86c\ud504\ud2b8 \ud14c\uc2a4\ud2b8 \ubc0f \uac80\uc99d \ub3c4\uad6c<\/li>\n<li class=\"toc-level-3\">5.1.4 \ud504\ub86c\ud504\ud2b8 \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4 \/ \uc800\uc7a5\uc18c<\/li>\n<li class=\"toc-level-3\">5.1.5 \uc5d0\uc774\uc804\ud2b8 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ud50c\ub7ab\ud3fc<\/li>\n<li class=\"toc-level-3\">5.1.6 \uae30\ud0c0 \uae30\ub2a5 \uc720\ud615<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.2 \ubc30\ud3ec \ubaa8\ub378\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.2.1 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18<\/li>\n<li class=\"toc-level-3\">5.2.2 \uc628\ud504\ub808\ubbf8\uc2a4<\/li>\n<li class=\"toc-level-3\">5.2.3 \ud558\uc774\ube0c\ub9ac\ub4dc<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.3 \ucd5c\uc885 \uc0ac\uc6a9\uc790\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.3.1 \ub300\uae30\uc5c5<\/li>\n<li class=\"toc-level-3\">5.3.2 \uc911\uc18c\uae30\uc5c5 (SMEs)<\/li>\n<li class=\"toc-level-3\">5.3.3 \uac1c\uc778 \uac1c\ubc1c\uc790 \/ \ud06c\ub9ac\uc5d0\uc774\ud130<\/li>\n<li class=\"toc-level-3\">5.3.4 \ud559\uc220 \ubc0f \uc5f0\uad6c \uae30\uad00<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.4 \uc0b0\uc5c5 \ubd84\uc57c\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.4.1 \uc815\ubcf4 \uae30\uc220 \ubc0f \ud1b5\uc2e0<\/li>\n<li class=\"toc-level-3\">5.4.2 \uc740\ud589, \uae08\uc735 \uc11c\ube44\uc2a4 \ubc0f \ubcf4\ud5d8 (BFSI)<\/li>\n<li class=\"toc-level-3\">5.4.3 \uc758\ub8cc \ubc0f \uc0dd\uba85 \uacfc\ud559<\/li>\n<li class=\"toc-level-3\">5.4.4 \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798<\/li>\n<li class=\"toc-level-3\">5.4.5 \ubbf8\ub514\uc5b4 \ubc0f \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8<\/li>\n<li class=\"toc-level-3\">5.4.6 \uc81c\uc870<\/li>\n<li class=\"toc-level-3\">5.4.7 \uae30\ud0c0 \uc0b0\uc5c5 \ubd84\uc57c<\/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<\/li>\n<li class=\"toc-level-3\">5.5.2 \ub0a8\ubbf8<\/li>\n<li class=\"toc-level-3\">5.5.3 \uc720\ub7fd<\/li>\n<li class=\"toc-level-3\">5.5.4 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 (APAC)<\/li>\n<li class=\"toc-level-3\">5.5.5 \uc911\ub3d9<\/li>\n<li class=\"toc-level-3\">5.5.6 \uc544\ud504\ub9ac\uce74<\/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, 2024<\/li>\n<li class=\"toc-level-2\">6.2 \uc804\ub7b5\uc801 \uc6c0\uc9c1\uc784, 2023-2025<\/li>\n<li class=\"toc-level-2\">6.3 \uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d, 2024<\/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, L.L.C.<\/li>\n<li class=\"toc-level-3\">6.4.2 Anthropic PBC<\/li>\n<li class=\"toc-level-3\">6.4.3 Microsoft Corporation<\/li>\n<li class=\"toc-level-3\">6.4.4 Google LLC<\/li>\n<li class=\"toc-level-3\">6.4.5 LangChain Inc.<\/li>\n<li class=\"toc-level-3\">6.4.6 Replit, Inc.<\/li>\n<li class=\"toc-level-3\">6.4.7 Hugging Face, Inc.<\/li>\n<li class=\"toc-level-3\">6.4.8 Cohere Inc.<\/li>\n<li class=\"toc-level-3\">6.4.9 IBM Corporation<\/li>\n<li class=\"toc-level-3\">6.4.10 Amazon.com, Inc.<\/li>\n<li class=\"toc-level-3\">6.4.11 Meta Platforms, Inc.<\/li>\n<li class=\"toc-level-3\">6.4.12 NVIDIA Corporation<\/li>\n<li class=\"toc-level-3\">6.4.13 Adept AI Labs, Inc.<\/li>\n<li class=\"toc-level-3\">6.4.14 Mistral AI SAS<\/li>\n<li class=\"toc-level-3\">6.4.15 Stability AI Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.16 LlamaIndex, Inc.<\/li>\n<li class=\"toc-level-3\">6.4.17 Aleph Alpha GmbH<\/li>\n<li class=\"toc-level-3\">6.4.18 Salesforce, Inc.<\/li>\n<li class=\"toc-level-3\">6.4.19 Databricks, Inc.<\/li>\n<li class=\"toc-level-3\">6.4.20 Oracle Corporation<\/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>\ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ubc0f \uc5d0\uc774\uc804\ud2b8 \ud504\ub85c\uadf8\ub798\ubc0d \ub3c4\uad6c \uc2dc\uc7a5 \uac1c\uc694 \ubcf4\uace0\uc11c \uc694\uc57d<\/p>\n<p>\ubcf8 \ubcf4\uace0\uc11c\ub294 \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ubc0f \uc5d0\uc774\uc804\ud2b8 \ud504\ub85c\uadf8\ub798\ubc0d \ub3c4\uad6c \uc2dc\uc7a5\uc758 \uaddc\ubaa8, \uc810\uc720\uc728, \uc131\uc7a5 \ub3d9\ud5a5 \ubc0f 2030\ub144\uae4c\uc9c0\uc758 \uc608\uce21\uc744 \uc0c1\uc138\ud788 \ubd84\uc11d\ud569\ub2c8\ub2e4. \uc774 \uc2dc\uc7a5\uc740 \uae30\ub2a5 \uc720\ud615(\ud504\ub86c\ud504\ud2b8 \ucd5c\uc801\ud654 \ud50c\ub7ab\ud3fc, \uc5d0\uc774\uc804\ud2b8 \ud504\ub808\uc784\uc6cc\ud06c \ubc0f SDK, \ud504\ub86c\ud504\ud2b8 \ud14c\uc2a4\ud2b8 \ubc0f \uac80\uc99d \ub3c4\uad6c \ub4f1), \ubc30\ud3ec \ubaa8\ub378(\ud074\ub77c\uc6b0\ub4dc \uae30\ubc18, \uc628\ud504\ub808\ubbf8\uc2a4, \ud558\uc774\ube0c\ub9ac\ub4dc), \ucd5c\uc885 \uc0ac\uc6a9\uc790(\ub300\uae30\uc5c5, \uc911\uc18c\uae30\uc5c5, \uac1c\uc778 \uac1c\ubc1c\uc790\/\ucc3d\uc791\uc790, \ud559\uc220 \ubc0f \uc5f0\uad6c \uae30\uad00 \ub4f1)\ubcc4\ub85c \uc138\ubd84\ud654\ub418\uc5b4 \uc788\uc73c\uba70, \uc2dc\uc7a5 \uc608\uce21\uc740 \uac00\uce58(USD) \uae30\uc900\uc73c\ub85c \uc81c\uacf5\ub429\ub2c8\ub2e4.<\/p>\n<p># 1. \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc131\uc7a5 \uc804\ub9dd<\/p>\n<p>\ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ubc0f \uc5d0\uc774\uc804\ud2b8 \ud504\ub85c\uadf8\ub798\ubc0d \ub3c4\uad6c \uc2dc\uc7a5\uc740 2025\ub144 69\uc5b5 5\ucc9c\ub9cc \ub2ec\ub7ec \uaddc\ubaa8\uc5d0\uc11c 2030\ub144\uc5d0\ub294 408\uc5b5 7\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0 \uc774\ub97c \uac83\uc73c\ub85c \uc608\uc0c1\ub418\uba70, \uc608\uce21 \uae30\uac04(2025-2030\ub144) \ub3d9\uc548 \uc5f0\ud3c9\uade0 42.52%\uc758 \uacac\uace0\ud55c \uc131\uc7a5\ub960\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc131\uc7a5\uc740 \uae30\uc5c5\ub4e4\uc774 \ubaa8\ub180\ub9ac\uc2dd \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c AI \ub124\uc774\ud2f0\ube0c \uc544\ud0a4\ud14d\ucc98\ub85c \uc804\ud658\ud558\uba74\uc11c \ud504\ub86c\ud504\ud2b8 \ucd5c\uc801\ud654 \ubc0f \ub2e4\uc911 \uc5d0\uc774\uc804\ud2b8 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uc774 \ud1a0\ud070 \uc18c\ube44\ub97c \ucd5c\ub300 40%\uae4c\uc9c0 \uc808\uac10\ud558\uace0 \ucd9c\ub825 \ud488\uc9c8\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \uae30\uc5ec\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \ubca4\ucc98 \uce90\ud53c\ud0c8 \uc720\uc785 \uc99d\uac00, \uacf5\uae09\uc5c5\uccb4 \uac04 \uc5d0\uc774\uc804\ud2b8 \ud504\ub85c\ud1a0\ucf5c \ud45c\uc900\ud654, \ubaa8\ub378 \ucee8\ud14d\uc2a4\ud2b8 \uc708\ub3c4\uc6b0\uc758 \uae09\uc18d\ud55c \uac1c\uc120 \ub610\ud55c \uc804\ubb38 \ub3c4\uad6c\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \uac15\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \ucc44\ud0dd\uc740 \uad00\ub9ac\ud615 AI \ud50c\ub7ab\ud3fc\uc774 \ubc18\ubcf5 \uc8fc\uae30\ub97c \ub2e8\ucd95\ud558\uace0 \uc989\uac01\uc801\uc778 \ud655\uc7a5\uc744 \uc81c\uacf5\ud558\ubbc0\ub85c \uc5ec\uc804\ud788 \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \ud55c\ud3b8, \uc778\uc7ac \ubd80\uc871\uacfc \uaddc\uc81c \uac15\ud654\ub294 \uac70\ubc84\ub10c\uc2a4, \ubc84\uc804 \uad00\ub9ac \ubc0f \uac10\uc0ac \ucd94\uc801 \uae30\ub2a5\uc744 \ud504\ub86c\ud504\ud2b8 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 \uc9c1\uc811 \ub0b4\uc7a5\ud558\ub294 \ud50c\ub7ab\ud3fc\uc73c\ub85c \uae30\uc5c5\ub4e4\uc744 \uc774\ub04c\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uacbd\uc7c1 \ud658\uacbd\uc740 \ud558\uc774\ud37c\uc2a4\ucf00\uc77c \ud074\ub77c\uc6b0\ub4dc \uc81c\uacf5\uc5c5\uccb4\uac00 \ud2c8\uc0c8 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \ud1b5\ud569\ud558\uace0 \uc804\ubb38 \uc2a4\ud0c0\ud2b8\uc5c5\uc774 \ucd5c\ucca8\ub2e8 \ucd5c\uc801\ud654 \uc54c\uace0\ub9ac\uc998\uc744 \uc0c1\uc6a9\ud654\ud558\uba74\uc11c \uc720\ub3d9\uc801\uc73c\ub85c \ubcc0\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p># 2. \uc8fc\uc694 \uc2dc\uc7a5 \ub3d9\uc778 \ubc0f \uc81c\uc57d \uc694\uc778<\/p>\n<p>2.1. \uc2dc\uc7a5 \ub3d9\uc778<\/p>\n<p>*   \uc0dd\uc131\ud615 AI \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc758 \uae30\uc5c5 \ud1b5\ud569 \uac00\uc18d\ud654: \uae30\uc5c5\ub4e4\uc740 \uc774\uc81c \uace0\ub9bd\ub41c \ucc57\ubd07\uc774 \uc544\ub2cc, \uc5d4\ub4dc\ud22c\uc5d4\ub4dc \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\ub97c \uad00\ub9ac\ud558\ub294 \uc790\uc728\uc801\uc778 \ub2e4\uc911 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c\uc744 \ubc30\ud3ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub3c4\uba54\uc778\ubcc4 \ud504\ub86c\ud504\ud2b8\ub294 \uae08\uc735 \uc11c\ube44\uc2a4 \uc5d0\uc774\uc804\ud2b8\uac00 \uc77c\ubc18 \ubaa8\ub378\uc5d0 \ube44\ud574 \uc0ac\uae30 \ud0d0\uc9c0 \uc815\ud655\ub3c4\ub97c 35% \ud5a5\uc0c1\uc2dc\ucf1c \uc870\uc0ac \ube44\uc6a9\uc744 \uc808\uac10\ud558\uace0 \uace0\uac1d \uc628\ubcf4\ub529\uc744 \uac00\uc18d\ud654\ud569\ub2c8\ub2e4. &#8216;\uc11c\ube44\uc2a4\ud615 \uc18c\ud504\ud2b8\uc6e8\uc5b4&#8217;\uc640 \uac19\uc740 \uc131\uacfc \uae30\ubc18 \uc0c1\uc5c5 \ubaa8\ub378\uc740 \uace0\uac1d\uc774 \uc5d0\uc774\uc804\ud2b8\uac00 \uc644\ub8cc\ud55c \uc791\uc5c5\uc5d0 \ub300\ud574 \ube44\uc6a9\uc744 \uc9c0\ubd88\ud558\uac8c \ud558\uc5ec \ub3c4\uad6c \uacf5\uae09\uc5c5\uccb4\uac00 \uc9c0\uc18d\uc801\uc778 \ud504\ub86c\ud504\ud2b8 \uac1c\uc120 \ub8e8\ud504\ub97c \ub0b4\uc7a5\ud558\ub3c4\ub85d \uc720\ub3c4\ud569\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc740 \uae30\uc874 DevOps \ud30c\uc774\ud504\ub77c\uc778\uacfc \ud1b5\ud569\ub418\uace0 \uc131\ub2a5 \ubc0f \ube44\uc6a9\uc774 \uc2e4\uc2dc\uac04\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ub418\ub294 \uc911\uc694\ud55c \uae30\uc5c5 \uc5ed\ub7c9\uc73c\ub85c \ubc1c\uc804\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc624\ud508\uc18c\uc2a4 LLM \uc0dd\ud0dc\uacc4\uc758 \ud655\uc7a5: \uae30\uc5c5\ub4e4\uc774 \ub3c5\uc810 \ubaa8\ub378\uacfc \ube60\ub974\uac8c \uc131\uc219\ud558\ub294 \uc624\ud508\uc18c\uc2a4 \ub300\uc548 \uc0ac\uc774\uc5d0\uc11c \uade0\ud615\uc744 \ub9de\ucd94\uba74\uc11c \ubaa8\ub378 \ubd88\uac00\uc9c0\ub860\uc801 \uc804\ub7b5\uc774 \ud655\uc0b0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. LangChain\uacfc \uac19\uc740 \ud504\ub808\uc784\uc6cc\ud06c\ub294 \uac1c\ubc1c\uc790\uac00 \ud504\ub86c\ud504\ud2b8 \ub85c\uc9c1\uc744 \ub2e4\uc2dc \uc791\uc131\ud558\uc9c0 \uc54a\uace0\ub3c4 \ubaa8\ub378\uc744 \uad50\uccb4\ud560 \uc218 \uc788\ub294 \ud50c\ub7ec\uadf8 \uc564 \ud50c\ub808\uc774 \ucd94\uc0c1\ud654 \uacc4\uce35\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \ube44\ud575\uc2ec \uc6cc\ud06c\ub85c\ub4dc\uc5d0 \uc624\ud508 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud560 \ub54c \ucd5c\ub300 60%\uc758 \uc778\ud504\ub77c \uc808\uac10 \ud6a8\uacfc\ub97c \ubcf4\uace0\ud558\uba70, \uc774\ub294 \ub2e4\uc591\ud55c \uc544\ud0a4\ud14d\ucc98\uc5d0 \ucd5c\uc801\ud654\ub41c \uc7ac\uc0ac\uc6a9 \uac00\ub2a5\ud55c \ud504\ub86c\ud504\ud2b8 \ud15c\ud50c\ub9bf\uc744 \ud050\ub808\uc774\uc158\ud558\ub294 \ud504\ub86c\ud504\ud2b8 \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4\uc5d0 \ub300\ud55c \ud22c\uc790\ub97c \ucd09\uc9c4\ud569\ub2c8\ub2e4.<br \/>\n*   \ud504\ub86c\ud504\ud2b8 \uc548\uc804 \ubc0f \uaddc\uc815 \uc900\uc218 \uac10\uc0ac \uc218\uc694 \uc99d\uac00: \uaddc\uc81c \ub2f9\uad6d\uc740 \uc774\uc81c AI \ucd9c\ub825\uc5d0 \ub300\ud55c \uac10\uc0ac \uac00\ub2a5\ud55c \ucd94\ub860 \uacbd\ub85c\ub97c \uc694\uad6c\ud558\uba70, \ud504\ub86c\ud504\ud2b8 \ud22c\uba85\uc131\uc744 \uaddc\uc815 \uc900\uc218 \ud544\uc218 \uc0ac\ud56d\uc73c\ub85c \ub9cc\ub4e4\uace0 \uc788\uc2b5\ub2c8\ub2e4. IBM\uc758 watsonx.governance\uc640 Guardium AI Security \ud1b5\ud569\uc740 \uc790\ub3d9\ud654\ub41c \uce68\ud22c \ud14c\uc2a4\ud2b8 \ubc0f \uc5d0\uc774\uc804\ud2b8 \uac80\uc0c9\uc744 \ud1b5\ud574 \uae30\uc5c5\uc774 \ud504\ub86c\ud504\ud2b8 \uacc4\ubcf4\ub97c \ucd94\uc801\ud558\uace0 \ub370\uc774\ud130 \ucc98\ub9ac \uc694\uad6c \uc0ac\ud56d \uc900\uc218\ub97c \uc785\uc99d\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \ud5ec\uc2a4\ucf00\uc5b4 \uc81c\uacf5\uc5c5\uccb4\ub294 \uc124\uba85 \uac00\ub2a5 \uae30\ub2a5\uc774 \ud65c\uc131\ud654\ub41c \ud504\ub86c\ud504\ud2b8\ub97c \ud1b5\ud574 \uc758\ub8cc \uacfc\uc2e4 \uc870\uc0ac\ub97c \uacac\ub38c\ub0b4\uba70, \uc5d0\uc774\uc804\ud2b8\uac00 \ud504\ub85c\ub355\uc158\uc5d0 \ubc30\ud3ec\ub418\uae30 \uc804\uc5d0 \ud3b8\ud5a5, \ub4dc\ub9ac\ud504\ud2b8 \ubc0f \ubb34\ub2e8 \ubaa8\ub378 \ub3d9\uc791\uc744 \ud50c\ub798\uadf8 \uc9c0\uc815\ud558\ub294 \uac80\uc99d \ub3c4\uad6c\uc5d0 \ub300\ud55c \ube44\uc625\ud55c \ud1a0\uc591\uc744 \ub9cc\ub4ed\ub2c8\ub2e4.<br \/>\n*   \uc790\ub3d9\ud654\ub41c \ud14c\uc2a4\ud2b8 \uc0dd\uc131\uc744 \uc704\ud55c \ud569\uc131 \ub370\uc774\ud130 \uc5d0\uc774\uc804\ud2b8\uc758 \ub4f1\uc7a5: \ud569\uc131 \ub370\uc774\ud130 \uc5d0\uc774\uc804\ud2b8\ub294 \uc2e4\uc81c \uc6b4\uc601\uc5d0\uc11c \ud3ec\ucc29\ud558\uae30\uc5d0\ub294 \ub108\ubb34 \ub4dc\ubb3c\uac70\ub098 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4e4\uac70\ub098 \uc704\ud5d8\ud55c \uc5e3\uc9c0 \ucf00\uc774\uc2a4 \uc2dc\ub098\ub9ac\uc624\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc81c\uc57d \ud68c\uc0ac\ub4e4\uc740 \uc774\ub7ec\ud55c \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec \ub2e4\uc591\ud55c \uc784\uc0c1 \uc2dc\ud5d8 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac1c\ubc1c\ud558\uace0 \ubaa8\ub378 \ud6c8\ub828\uc5d0 \ud544\uc694\ud55c \uc2dc\uac04\uc744 \ud06c\uac8c \ub2e8\ucd95\ud569\ub2c8\ub2e4. \uc81c\uc870 \ud68c\uc0ac\ub4e4\uc740 \uc7a5\ube44 \uace0\uc7a5 \uc774\ubca4\ud2b8\ub97c \uc2dc\ubbac\ub808\uc774\uc158\ud558\uc5ec \uc608\uce21 \uc720\uc9c0\ubcf4\uc218 \uc5d0\uc774\uc804\ud2b8\ub97c \uac15\ud654\ud558\uace0, \ud14c\uc2a4\ud2b8\ub418\uc9c0 \uc54a\uc740 \uc791\ub3d9 \uc870\uac74 \uc804\ubc18\uc5d0 \uac78\uccd0 \ubaa8\ub378 \uacac\uace0\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \ub2e4\uc911 \ub3c4\uba54\uc778 \ud569\uc131 \ub370\uc774\ud130 \uc791\uc5c5\uc758 \ubcf5\uc7a1\uc131\uc740 \ubd80\uc11c \uac04 \ud504\ub86c\ud504\ud2b8 \ud30c\uc774\ud504\ub77c\uc778\uc744 \uc870\ud654\uc2dc\ud0a4\ub294 \uc5d0\uc774\uc804\ud2b8 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ud50c\ub7ab\ud3fc\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \ucd09\uc9c4\ud569\ub2c8\ub2e4.<\/p>\n<p>2.2. \uc2dc\uc7a5 \uc81c\uc57d \uc694\uc778<\/p>\n<p>*   \uc804\ubb38 \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc778\uc7ac \ubd80\uc871: \ub300\ud559\ub4e4\uc740 \uc544\uc9c1 \uc5b8\uc5b4\ud559, \ub3c4\uba54\uc778 \uc804\ubb38 \uc9c0\uc2dd \ubc0f \ubaa8\ub378 \ucd5c\uc801\ud654\ub97c \uacb0\ud569\ud55c \ud45c\uc900\ud654\ub41c \ucee4\ub9ac\ud058\ub7fc\uc744 \uc81c\uacf5\ud558\uc9c0 \ubabb\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uae30\uc5c5\ub4e4\uc740 \ub300\uaddc\ubaa8 \ubc30\ud3ec\ub97c \uc9c0\uc5f0\uc2dc\ud0a4\uba74\uc11c 6~12\uac1c\uc6d4 \ub3d9\uc548 \uc7ac\uad50\uc721 \ud504\ub85c\uadf8\ub7a8\uc5d0 \ud22c\uc790\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc778\ub825 \ubd80\uc871\uc740 \ud504\ub86c\ud504\ud2b8\uac00 \ubcf5\uc7a1\ud55c \uaddc\uc815 \uc900\uc218 \uc5b4\ud718\ub97c \ubc18\uc601\ud574\uc57c \ud558\ub294 \uaddc\uc81c \uc0b0\uc5c5\uc5d0\uc11c \uac00\uc7a5 \ub450\ub4dc\ub7ec\uc9d1\ub2c8\ub2e4. \uc790\ub3d9\ud654\ub41c \ucd5c\uc801\ud654 \ubaa8\ub4c8\uc774 \uc77c\ubd80 \uc555\ub825\uc744 \uc644\ud654\ud558\uc9c0\ub9cc, \ub2e4\uc911 \uc5d0\uc774\uc804\ud2b8 \uc124\uacc4\uc5d0 \ud544\uc694\ud55c \uc778\uac04\uc758 \ucc3d\uc758\uc131\uc744 \uc644\uc804\ud788 \ub300\uccb4\ud560 \uc218\ub294 \uc5c6\uc73c\uba70, \ud2b9\ud788 \uc720\ub7fd\uacfc \ubd81\ubbf8 \uc804\ubc18\uc5d0 \uac78\uccd0 \ub2e8\uae30\uc801\uc778 \ud655\uc7a5\uc744 \uc81c\uc57d\ud569\ub2c8\ub2e4.<br \/>\n*   \ub192\uc740 \ucd9c\ub825 \uac00\ubcc0\uc131\uc73c\ub85c \uc778\ud55c \ubc18\ubcf5\uc131 \uc800\ud558: \ud655\ub960\uc801 LLM \ub3d9\uc791\uc740 \ub3d9\uc77c\ud55c \ud504\ub86c\ud504\ud2b8\uac00 \ub300\ucd9c \uc2ec\uc0ac \ub610\ub294 \ud488\uc9c8 \uad00\ub9ac \uac80\uc0ac\uc640 \uac19\uc740 \uc601\uc5ed\uc5d0\uc11c \ud504\ub85c\uc138\uc2a4 \uc77c\uad00\uc131\uc744 \uc800\ud574\ud558\ub294 \uc0c1\uc774\ud55c \uc751\ub2f5\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc74c\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uae08\uc735 \uae30\uad00\uc740 \uc704\ud5d8 \ud3c9\uac00 \uc5d0\uc774\uc804\ud2b8\uac00 \uc77c\uad00\uc131 \uc5c6\ub294 \uacb0\uacfc\ub97c \uc0dd\uc131\ud560 \uacbd\uc6b0 \uaddc\uc81c \uc704\ud5d8\uc5d0 \uc9c1\uba74\ud558\uba70, \uc81c\uc870\uc5c5\uccb4\ub294 \uc624\ud0d0 \uacb0\ud568 \uacbd\ubcf4\ub85c \uc778\ud574 \ube44\uc6a9 \ucd08\uacfc\ub97c \uacaa\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uae30\uc5c5\ub4e4\uc740 \ubaa8\ub378 \ubc84\uc804 \uac04\uc758 \ud3b8\ucc28\ub97c \ubca4\uce58\ub9c8\ud0b9\ud558\ub294 \uac80\uc99d \uc2a4\uc704\ud2b8\ub97c \uc694\uad6c\ud558\uc9c0\ub9cc, \uc774\ub294 \ubc30\ud3ec \uc8fc\uae30\uc5d0 \ube44\uc6a9\uacfc \uc9c0\uc5f0 \uc2dc\uac04\uc744 \ucd94\uac00\ud558\uace0 \ub300\uaddc\ubaa8 \ucd9c\uc2dc\uc758 \ub9e4\ub825\uc744 \uac10\uc18c\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n<p># 3. \uc138\uadf8\uba3c\ud2b8 \ubd84\uc11d<\/p>\n<p>3.1. \uae30\ub2a5 \uc720\ud615\ubcc4<\/p>\n<p>2024\ub144 \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ubc0f \uc5d0\uc774\uc804\ud2b8 \ud504\ub85c\uadf8\ub798\ubc0d \ub3c4\uad6c \uc2dc\uc7a5 \uc810\uc720\uc728\uc758 31.23%\ub97c \ucc28\uc9c0\ud55c \ud504\ub86c\ud504\ud2b8 \ucd5c\uc801\ud654 \ud50c\ub7ab\ud3fc\uc740 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\ub97c \uace0\uc131\ub2a5 \uc9c0\uce68\uc73c\ub85c \ud655\uc7a5\ud558\uc5ec \ubcc0\ud658\ud558\ub294 \ub2a5\ub825\uc73c\ub85c \uc778\ud574 \uc2dc\uc7a5\uc744 \uc8fc\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc774 \uc790\ub3d9\ud654\ub41c A\/B \ud14c\uc2a4\ud2b8, \uac00\ub4dc\ub808\uc77c \uc801\uc6a9 \ubc0f \ube44\uc6a9 \ubd84\uc11d\uc744 \ub2e8\uc77c \uc778\ud130\ud398\uc774\uc2a4 \ub0b4\uc5d0 \ub0b4\uc7a5\ud568\uc5d0 \ub530\ub77c \uc774 \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc740 \ube60\ub974\uac8c \ud655\uc7a5\ub420 \uac83\uc785\ub2c8\ub2e4. \ud504\ub86c\ud504\ud2b8 \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4 \ubc0f \ub9ac\ud3ec\uc9c0\ud1a0\ub9ac \uc194\ub8e8\uc158\uc740 \ucee4\ubba4\ub2c8\ud2f0\uc5d0\uc11c \uc0dd\uc131\ub41c \ud15c\ud50c\ub9bf\uc744 \uc218\uc775\ud654\ud558\uace0 \uac1c\ubc1c\uc790 \uc628\ubcf4\ub529 \uc18d\ub3c4\ub97c \ub192\uc5ec 2030\ub144\uae4c\uc9c0 44.55%\uc758 \uac00\uc7a5 \ub192\uc740 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc5d0\uc774\uc804\ud2b8 \ud504\ub808\uc784\uc6cc\ud06c SDK, \uac80\uc99d \ud234\ud0b7 \ubc0f \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \uc5d4\uc9c4\uc740 \ub2e4\uc911 \uc5d0\uc774\uc804\ud2b8 \uc0c1\ud0dc \uad00\ub9ac \ubc0f \uaddc\uc815 \uc900\uc218 \ubcf4\uace0\uc640 \uac19\uc740 \uace0\uae09 \uc694\uad6c \uc0ac\ud56d\uc744 \ud574\uacb0\ud558\uc5ec \uc2a4\ud0dd\uc744 \uc644\uc131\ud569\ub2c8\ub2e4.<\/p>\n<p>3.2. \ubc30\ud3ec \ubaa8\ub378\ubcc4<\/p>\n<p>\ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc11c\ube44\uc2a4\ub294 \ud0c4\ub825\uc801\uc778 \ucef4\ud4e8\ud305, \ub0b4\uc7a5\ud615 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ubc0f \uc2e4\ud5d8 \uc8fc\uae30\ub97c \ub2e8\ucd95\ud558\ub294 \ubbf8\uc138 \uc870\uc815 API\ub97c \uae30\ubc18\uc73c\ub85c 2024\ub144 \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ubc0f \uc5d0\uc774\uc804\ud2b8 \ud504\ub85c\uadf8\ub798\ubc0d \ub3c4\uad6c \uc2dc\uc7a5 \uaddc\ubaa8\uc758 66.87%\ub97c \ucc28\uc9c0\ud588\uc2b5\ub2c8\ub2e4. \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub4e4\uc774 \uc628\ud504\ub808\ubbf8\uc2a4\uc5d0\uc11c \ud638\uc2a4\ud305\ud558\uae30\uc5d0\ub294 \ube44\uc2e4\uc6a9\uc801\uc778 \ub300\uaddc\ubaa8 \ucee8\ud14d\uc2a4\ud2b8 \ubaa8\ub378\uc5d0 \uc758\uc874\ud568\uc5d0 \ub530\ub77c \uc774 \ubd80\ubb38\uc740 2030\ub144\uae4c\uc9c0 43.65%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\uc744 \uc720\uc9c0\ud560 \uac83\uc785\ub2c8\ub2e4. \uc9c0\uc5f0 \uc2dc\uac04\uc5d0 \ubbfc\uac10\ud558\uace0 \ub370\uc774\ud130 \uc8fc\uad8c\uc774 \uc911\uc694\ud55c \uc6cc\ud06c\ub85c\ub4dc\ub294 \uc5ec\uc804\ud788 \ub85c\uceec \ubc30\ud3ec\ub97c \ud544\uc694\ub85c \ud558\uc9c0\ub9cc, \uae30\uc5c5\ub4e4\uc740 \ubbfc\uac10\ud55c \ud504\ub86c\ud504\ud2b8 \uc791\uc131\uc744 \uc628\ud504\ub808\ubbf8\uc2a4\uc5d0\uc11c \uc218\ud589\ud558\uace0 \ucef4\ud4e8\ud305 \uc9d1\uc57d\uc801\uc778 \ucd5c\uc801\ud654\ub294 \ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c \uc2e4\ud589\ud558\ub294 \ud558\uc774\ube0c\ub9ac\ub4dc \uc544\ud0a4\ud14d\ucc98\ub97c \uc810\uc810 \ub354 \ub9ce\uc774 \ucc44\ud0dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>3.3. \ucd5c\uc885 \uc0ac\uc6a9\uc790\ubcc4<\/p>\n<p>\ub300\uae30\uc5c5\uc740 \uc5ec\ub7ec \uc0ac\uc5c5\ubd80 \uc804\ubc18\uc5d0 \uac78\uccd0 AI \ud30c\uc774\ud504\ub77c\uc778\uc744 \ud45c\uc900\ud654\ud574\uc57c \ud558\ub294 \ud544\uc694\uc131\uc73c\ub85c \uc778\ud574 2024\ub144 \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ubc0f \uc5d0\uc774\uc804\ud2b8 \ud504\ub85c\uadf8\ub798\ubc0d \ub3c4\uad6c \uc2dc\uc7a5 \uaddc\ubaa8\uc758 48.70%\ub97c \ucc28\uc9c0\ud588\uc2b5\ub2c8\ub2e4. \uac70\ubc84\ub10c\uc2a4 \ub300\uc2dc\ubcf4\ub4dc, \ub2e8\uc77c \ub85c\uadf8\uc778 \ubc0f API \uc18d\ub3c4 \uc81c\ud55c \uc81c\uc5b4\ub294 \uc774 \uadf8\ub8f9\uc758 \uacb0\uc815\uc801\uc778 \uad6c\ub9e4 \uae30\uc900\uc785\ub2c8\ub2e4. \ubc18\ub300\ub85c, \uac1c\uc778 \uac1c\ubc1c\uc790 \ubc0f \ucc3d\uc791\uc790\ub294 \ub85c\uc6b0\ucf54\ub4dc \uc778\ud130\ud398\uc774\uc2a4\uc640 \ud504\ub86c\ud504\ud2b8 \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4 \ub0b4\uc758 \uc218\uc775\ud654 \uacbd\ub85c\uc5d0 \ud798\uc785\uc5b4 44.80%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \ud655\uc7a5\ub418\ub294 \ubd80\ubb38\uc744 \ud615\uc131\ud569\ub2c8\ub2e4. \uc911\uc18c\uae30\uc5c5\uc740 \ubaa8\ub378 \uc120\ud0dd, \ucee8\ud14d\uc2a4\ud2b8 \uc708\ub3c4\uc6b0 \uad00\ub9ac \ubc0f \uac00\ub4dc\ub808\uc77c \ud29c\ub2dd\uc744 \uc989\uc2dc \ucc98\ub9ac\ud558\ub294 \uad6c\ub3c5 \uae30\ubc18 \ucd5c\uc801\ud654 \uc2a4\uc704\ud2b8\ub97c \uc120\ud638\ud569\ub2c8\ub2e4.<\/p>\n<p>3.4. \uc0b0\uc5c5 \uc218\uc9c1\ubcc4<\/p>\n<p>\uc815\ubcf4 \uae30\uc220 \ubc0f \ud1b5\uc2e0 \uc0b0\uc5c5\uc740 \uae30\uc5c5\ub4e4\uc774 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \uc218\uba85 \uc8fc\uae30, \ub124\ud2b8\uc6cc\ud06c \uc9c4\ub2e8 \ubc0f \uace0\uac1d \uc11c\ube44\uc2a4 \uc804\ubc18\uc5d0 \uac78\uccd0 \uc5d0\uc774\uc804\ud2b8\ub97c \ub0b4\uc7a5\ud568\uc5d0 \ub530\ub77c 2024\ub144 \ub9e4\ucd9c\uc758 26.20%\ub97c \uae30\uc5ec\ud588\uc2b5\ub2c8\ub2e4. \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798 \uc2dc\uc7a5\uc740 \uc0c1\uc778\ub4e4\uc774 \ub300\ud654\ud615 \uc1fc\ud551 \ub3c4\uc6b0\ubbf8\uc640 \uac1c\uc778\ud654\ub41c \ub9c8\ucf00\ud305 \uc0dd\uc131\uae30\ub97c \ubc30\ud3ec\ud568\uc5d0 \ub530\ub77c 44.10%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud560 \uac83\uc785\ub2c8\ub2e4. BFSI \uae30\uad00\uc740 \uc124\uba85 \uac00\ub2a5\ud55c \uc704\ud5d8 \uc810\uc218\ub97c \uc801\uc6a9\ud558\ub294 \ud504\ub86c\ud504\ud2b8 \uc548\uc804 \ubaa8\ub4c8\uc5d0 \uc758\uc874\ud558\uba70, \ud5ec\uc2a4\ucf00\uc5b4 \uc81c\uacf5\uc5c5\uccb4\ub294 \uc9c4\ub2e8 \uc5d0\uc774\uc804\ud2b8\ub97c \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 \ub3c4\uba54\uc778\ubcc4 \uc5b4\ud718\ub97c \ud1b5\ud569\ud569\ub2c8\ub2e4.<\/p>\n<p># 4. \uc9c0\uc5ed \ubd84\uc11d<\/p>\n<p>\ubd81\ubbf8\ub294 2024\ub144 \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ubc0f \uc5d0\uc774\uc804\ud2b8 \ud504\ub85c\uadf8\ub798\ubc0d \ub3c4\uad6c \uc2dc\uc7a5 \uc810\uc720\uc728\uc758 40.40%\ub97c \ucc28\uc9c0\ud558\uba70 \uc2dc\uc7a5\uc744 \uc120\ub3c4\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc0c1\ubc18\uae30 \ub3d9\uc548 \uc0dd\uc131\ud615 AI \uc2a4\ud0c0\ud2b8\uc5c5\uc5d0 \ub300\ud55c \uc0c1\ub2f9\ud55c \ubca4\ucc98 \uc790\uae08 \uc9c0\uc6d0, \uc131\uc219\ud55c \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c, \uc798 \uc815\uc758\ub41c \uc9c0\uc801 \uc7ac\uc0b0\uad8c \ud504\ub808\uc784\uc6cc\ud06c \ubc0f \ud48d\ubd80\ud55c \uc778\uc7ac \ud480\uc5d0 \ud798\uc785\uc740 \uacb0\uacfc\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591\uc740 AI \uc790\uae09\uc790\uc871\uc5d0 \ub300\ud55c \uac15\ub825\ud55c \uc815\ubd80 \uc9c0\uc6d0\uc744 \ubc18\uc601\ud558\uc5ec 2030\ub144\uae4c\uc9c0 43.98%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc77c\ubcf8\uc758 \uad6d\uac00 AI \ub85c\ub4dc\ub9f5\uacfc \uc778\ub3c4\uc758 \uc0c8\ub85c \ucd9c\ubc94\ud55c IBM Agentic AI \ud601\uc2e0 \uc13c\ud130\ub294 \ud604\uc9c0 \uc5ed\ub7c9\uc744 \uac15\ud654\ud558\uace0 \uc218\uc785 \uc758\uc874\ub3c4\ub97c \uc904\uc774\uba70 \ub3c4\uad6c\uc758 \ud604\uc9c0\ud654\ub97c \ucd09\uc9c4\ud558\ub824\ub294 \ub178\ub825\uc744 \uac15\uc870\ud569\ub2c8\ub2e4. \uc911\uad6d\uc758 \uad6d\ub0b4 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \ud6c8\ub828\uc5d0 \ub300\ud55c \uc9d1\uc911\uacfc \uc2f1\uac00\ud3ec\ub974\uc758 \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0 \uc774\ub2c8\uc154\ud2f0\ube0c\ub294 \ud2b9\ud788 \ud604\uc9c0 \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\ub294 \uc5e3\uc9c0 \ucd5c\uc801\ud654 \uc5d0\uc774\uc804\ud2b8 \ud504\ub808\uc784\uc6cc\ud06c\uc5d0 \ub300\ud55c \uc2dc\uc7a5 \uae30\ubc18\uc744 \ub354\uc6b1 \ud655\ub300\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc720\ub7fd, \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74(EMEA)\ub294 \ub3c5\ud2b9\ud55c \uaddc\uc81c \ubc0f \uc778\ud504\ub77c \ud658\uacbd\uc5d0 \uc758\ud574 \ud615\uc131\ub418\ub294 \uc131\uc7a5 \ud68c\ub791\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. EU\uc758 AI \ubc95\uc740 \uac10\uc0ac \uac00\ub2a5\uc131\uc744 \uac15\uc870\ud558\uc5ec \uacc4\ubcf4 \ubc0f \ub3d9\uc758 \uba54\ud0c0\ub370\uc774\ud130\ub97c \uae30\ub85d\ud558\ub294 \uaddc\uc815 \uc900\uc218 \uc900\ube44 \ud504\ub86c\ud504\ud2b8 \ub9ac\ud3ec\uc9c0\ud1a0\ub9ac\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \uac00\uc18d\ud654\ud569\ub2c8\ub2e4. \uac78\ud504 \uacbd\uc81c\uad6d\ub4e4\uc740 \ud0c4\ud654\uc218\uc18c \uc678\uc5d0 \ub2e4\uac01\ud654\ub97c \uc704\ud574 AI\uc5d0 \uad6d\ubd80 \ud380\ub4dc\ub97c \ud22c\uc785\ud558\uc5ec \uc774\uc911 \uc5b8\uc5b4 \uc778\ud130\ud398\uc774\uc2a4 \ubc0f \uc815\ubd80 \uaddc\ubaa8\uc758 \uc2dc\ubbfc \uc11c\ube44\uc2a4 \uc5d0\uc774\uc804\ud2b8\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uacf5\uae09\uc5c5\uccb4\uc5d0\uac8c \uae30\ud68c\ub97c \ucc3d\ucd9c\ud569\ub2c8\ub2e4. \uc544\ud504\ub9ac\uce74 \uc2dc\uc7a5\uc740 \uc544\uc9c1 \ucd08\uae30 \ub2e8\uacc4\uc774\uc9c0\ub9cc, \ubaa8\ubc14\uc77c \uc6b0\uc120 \uc774\ub2c8\uc154\ud2f0\ube0c\uac00 \uc81c\ud55c\ub41c \ub300\uc5ed\ud3ed \ubc0f \uc7a5\uce58 \uc6a9\ub7c9\uc5d0\uc11c\ub3c4 \uc791\ub3d9\ud558\ub294 \uacbd\ub7c9 \uc5d0\uc774\uc804\ud2b8 \ud234\ud0b7\uc744 \ucd94\uad6c\ud568\uc5d0 \ub530\ub77c \ub3c4\uc57d \uc7a0\uc7ac\ub825\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<p># 5. \uacbd\uc7c1 \ud658\uacbd<\/p>\n<p>\uacbd\uc7c1\uc740 \uc801\ub2f9\ud558\uba70 \ud1b5\ud569\uc774 \uc720\ub3d9\uc801\uc73c\ub85c \uc774\ub8e8\uc5b4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. Microsoft, Google, IBM\uacfc \uac19\uc740 \ud558\uc774\ud37c\uc2a4\ucf00\uc77c \uc81c\uacf5\uc5c5\uccb4\ub294 \ud1b5\ud569 \ud074\ub77c\uc6b0\ub4dc \uc2a4\ud0dd\uc744 \ud65c\uc6a9\ud558\uc5ec \ud504\ub86c\ud504\ud2b8 \ucd5c\uc801\ud654 \uc5d4\uc9c4, \ubca1\ud130 \uc2a4\ud1a0\uc5b4 \ubc0f \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \uacc4\uce35\uc744 \ubc88\ub4e4\ub85c \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \ub300\uaddc\ubaa8 \uad6c\ub9e4\uc790\uc758 \uc870\ub2ec \uc8fc\uae30\ub97c \ub2e8\ucd95\ud569\ub2c8\ub2e4. \uc2a4\ud0c0\ud2b8\uc5c5\uc740 \ube44\uc6a9 \ubc0f \ud488\uc9c8 \uc9c0\ud45c\uc5d0 \ub530\ub77c \ud504\ub86c\ud504\ud2b8\ub97c \uc790\ub3d9\uc73c\ub85c \uc7ac\uc791\uc131\ud558\ub294 \ub3c5\uc810 \uc54c\uace0\ub9ac\uc998\uc744 \ud1b5\ud574 \ucc28\ubcc4\ud654\ud558\uac70\ub098 \ud5ec\uc2a4\ucf00\uc5b4 \uaddc\uc815 \uc900\uc218 \ub610\ub294 \ud1b5\uc2e0 \ubb38\uc81c \ud574\uacb0\uacfc \uac19\uc740 \ud2b9\uc815 \ub3c4\uba54\uc778\uc5d0 \ud2b9\ud654\ub429\ub2c8\ub2e4.<\/p>\n<p>\ud45c\uc900\ud654 \uc555\ub825\uc774 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. Agent2Agent \ubc0f Model Context Protocol\uacfc \uac19\uc740 \uac1c\ubc29\ud615 \ud504\ub85c\ud1a0\ucf5c\uc740 \uacf5\uae09\uc5c5\uccb4 \uac04 \uc5d0\uc774\uc804\ud2b8 \ud611\uc5c5\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub3c4\uad6c \uc81c\uc870\uc5c5\uccb4\uac00 \uc885\uc18d\uc131\ubcf4\ub2e4\ub294 \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc744 \uc6b0\uc120\uc2dc\ud558\ub3c4\ub85d \uac15\uc694\ud569\ub2c8\ub2e4. \uc0dd\uc131\ud615 AI \ubd84\uc57c\uc758 \ud2b9\ud5c8 \ucd9c\uc6d0\uc740 2014\ub144 733\uac1c\uc5d0\uc11c 2023\ub144 14,000\uac1c \uc774\uc0c1\uc73c\ub85c \uae09\uc99d\ud588\uc73c\uba70, Tencent, Baidu, IBM\uc774 \uac00\uc7a5 \ud65c\ubc1c\ud55c \ucd9c\uc6d0\uc790 \uc911 \ud558\ub098\ub85c \ubc29\uc5b4 \uac00\ub2a5\ud55c IP \ud3ec\uc9c0\uc158\uc744 \ud655\ubcf4\ud558\uae30 \uc704\ud55c \uc804\ub7b5\uc801 \uacbd\uc7c1\uc744 \uac15\uc870\ud569\ub2c8\ub2e4. \uc778\uc218 \ud65c\ub3d9\uc740 \ud65c\ubc1c\ud558\uba70, Microsoft\uac00 2025\ub144 AutoGen\uacfc Semantic Kernel\uc744 Azure AI Foundry Agent Service\uc5d0 \ud1b5\ud569\ud558\uc5ec \ubd84\uc0b0\ub41c \ud504\ub808\uc784\uc6cc\ud06c\ub97c \ud1b5\ud569 SDK\ub85c \uc9d1\uacc4\ud55c \uac83\uc740 \uc0dd\ud0dc\uacc4 \uc81c\uc5b4\uac00 \ud575\uc2ec \uac00\uce58 \ub3d9\uc778\uc784\uc744 \uc2dc\uc0ac\ud569\ub2c8\ub2e4.<\/p>\n<p>\ud2c8\uc0c8 \uc2dc\uc7a5 \uacf5\uae09\uc5c5\uccb4\ub294 Cohere\uc758 Command A \ubaa8\ub378(256K \ucee8\ud14d\uc2a4\ud2b8 \uc708\ub3c4\uc6b0), Prompt Layer\uc758 \ud1a0\ud070 \uc218\uc900 \ub85c\uae45\uc744 \ud1b5\ud55c \uad00\ucc30 \uac00\ub2a5\uc131, Emergence AI\uc758 \uc790\ub3d9 \ud504\ub85c\uadf8\ub798\ubc0d \uc5c6\uc774 \uc791\uc5c5\ubcc4 \uc5d0\uc774\uc804\ud2b8\ub97c \uc0dd\uc131\ud558\ub294 \uc790\ub3d9 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \uc2a4\uc704\ud2b8\uc640 \uac19\uc774 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ubcc4 \ubb38\uc81c\uc810\uc5d0 \uc9d1\uc911\ud558\uc5ec \uad00\ub828\uc131\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4. \uc624\ud508\uc18c\uc2a4 \ub77c\uc774\ube0c\ub7ec\ub9ac\uac00 \uac1c\ubc1c \uc7a5\ubcbd\uc744 \ub0ae\ucd94\uae30 \ub54c\ubb38\uc5d0 \uc2dc\uc7a5 \uc9c4\uc785 \uc7a5\ubcbd\uc740 \uc5ec\uc804\ud788 \uc801\ub2f9\ud558\uc9c0\ub9cc, \uae30\uc5c5\uc758 \uc2e0\ub8b0, \ub370\uc774\ud130 \uc0c1\uc8fc \ubcf4\uc99d \ubc0f \uc11c\ube44\uc2a4 \uc218\uc900 \ubcf4\uc7a5\uc740 \uae30\uc874 \uae30\uc5c5\uc5d0 \uc720\ub9ac\ud55c \ud574\uc790\ub97c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uc2dc\uc7a5 \ucc38\uc5ec\uc790: OpenAI, L.L.C., Anthropic PBC, Microsoft Corporation, Google LLC, LangChain Inc.<\/p>\n<p># 6. \ucd5c\uadfc \uc0b0\uc5c5 \ub3d9\ud5a5<\/p>\n<p>*   2025\ub144 7\uc6d4: IBM\uc740 \ubcb5\uac08\ub8e8\ub8e8\uc5d0 Agentic AI \ud601\uc2e0 \uc13c\ud130\ub97c \uac1c\uc124\ud558\uc5ec \uc9c0\uc5ed \uace0\uac1d \ubc0f \ud30c\ud2b8\ub108\uc640 \uc790\uc728 \uc5d0\uc774\uc804\ud2b8 \uc194\ub8e8\uc158\uc744 \uacf5\ub3d9 \uac1c\ubc1c\ud569\ub2c8\ub2e4.<br \/>\n*   2025\ub144 6\uc6d4: IBM\uc740 watsonx.governance\ub97c Guardium AI Security\uc640 \ud1b5\ud569\ud558\uc5ec \uc790\ub3d9\ud654\ub41c \uce68\ud22c \ud14c\uc2a4\ud2b8 \ubc0f \uc5d0\uc774\uc804\ud2b8 \uac80\uc0c9 \uae30\ub2a5\uc744 \ucd94\uac00\ud558\uc5ec \uaddc\uc815 \uc900\uc218\ub97c \uac04\uc18c\ud654\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   2025\ub144 6\uc6d4: Google\uc740 \ubaa8\ub378 \uc2e4\ud589 \uc804\uc5d0 \uc0ac\uc6a9\uc790 \ud504\ub86c\ud504\ud2b8\ub97c \ubd84\uc11d\ud558\uace0 \uac1c\uc120\ud558\ub294 \uc790\ub3d9\ud654\ub41c \ud504\ub86c\ud504\ud2b8 \uac1c\uc120 \uae30\uc220\uc5d0 \ub300\ud55c \ud2b9\ud5c8\ub97c \ud655\ubcf4\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   2025\ub144 5\uc6d4: Microsoft\ub294 AutoGen\uacfc Semantic Kernel\uc744 \uae30\uc5c5 \uc5d0\uc774\uc804\ud2b8 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uc744 \uc704\ud55c \ub2e8\uc77c SDK\ub85c \ud1b5\ud569\ud55c Azure AI Foundry Agent Service\ub97c \ucd9c\uc2dc\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   2025\ub144 3\uc6d4: Cohere\ub294 1,110\uc5b5 \uac1c\uc758 \ub9e4\uac1c\ubcc0\uc218\uc640 256K \ucee8\ud14d\uc2a4\ud2b8, \uace0\uae09 \ub3c4\uad6c \uc0ac\uc6a9 \uae30\uc220\uc744 \ud2b9\uc9d5\uc73c\ub85c \ud558\ub294 Command A \ubaa8\ub378\uc744 \ucd9c\uc2dc\ud558\uc5ec \uae30\uc5c5 \ub2e4\uc911 \uc5d0\uc774\uc804\ud2b8 \ubc30\ud3ec\uc5d0 \ucd5c\uc801\ud654\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   2024\ub144 12\uc6d4: Emergence AI\ub294 \uc791\uc5c5\ubcc4 \uc5d0\uc774\uc804\ud2b8\uc758 \uc2e4\uc2dc\uac04 \uc0dd\uc131 \ubc0f \uad00\ub9ac\ub97c \uac00\ub2a5\ud558\uac8c \ud558\ub294 Orchestrator \ud50c\ub7ab\ud3fc\uc744 \ucd9c\uc2dc\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774 \ubcf4\uace0\uc11c\ub294 \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ubc0f \uc5d0\uc774\uc804\ud2b8 \ud504\ub85c\uadf8\ub798\ubc0d \ub3c4\uad6c \uc2dc\uc7a5\uc774 AI \uae30\uc220\uc758 \ubc1c\uc804\uacfc \uae30\uc5c5\uc758 \uad11\ubc94\uc704\ud55c \ucc44\ud0dd\uc5d0 \ud798\uc785\uc5b4 \ud5a5\ud6c4 \uba87 \ub144\uac04 \ud3ed\ubc1c\uc801\uc778 \uc131\uc7a5\uc744 \uc9c0\uc18d\ud560 \uac83\uc784\uc744 \uc2dc\uc0ac\ud569\ub2c8\ub2e4.<\/p>\n<p>\ubcf8 \ubcf4\uace0\uc11c\ub294 \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ubc0f \uc5d0\uc774\uc804\ud2b8 \ud504\ub85c\uadf8\ub798\ubc0d \ub3c4\uad6c \uc2dc\uc7a5\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \ubd84\uc11d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc2dc\uc7a5\uc758 \uc8fc\uc694 \ub3d9\uc778, \uc81c\uc57d \uc694\uc778, \uc131\uc7a5 \uc608\uce21 \ubc0f \uacbd\uc7c1 \ud658\uacbd\uc744 \ub2e4\ub8e8\uba70, \uae30\ub2a5 \uc720\ud615, \ubc30\ud3ec \ubaa8\ub378, \ucd5c\uc885 \uc0ac\uc6a9\uc790, \uc0b0\uc5c5 \uc218\uc9c1 \ubc0f \uc9c0\uc5ed\ubcc4 \uc138\ubd84\ud654\ub97c \ud1b5\ud574 \uc2ec\uce35\uc801\uc778 \ud1b5\ucc30\ub825\uc744 \uc81c\uc2dc\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc131\uc7a5 \uc608\uce21\uc5d0 \ub530\ub974\uba74, \ud574\ub2f9 \uc2dc\uc7a5\uc740 2025\ub144 69\uc5b5 5\ucc9c\ub9cc \ub2ec\ub7ec \uaddc\ubaa8\uc5d0\uc11c 2030\ub144\uae4c\uc9c0 408\uc5b5 7\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0 \uc774\ub97c \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \uc774\ub294 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR)\uc774 \ub9e4\uc6b0 \ub192\uc74c\uc744 \uc2dc\uc0ac\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uc2dc\uc7a5 \ub3d9\uc778\uc73c\ub85c\ub294 \uc0dd\uc131\ud615 AI \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc758 \uae30\uc5c5 \ud1b5\ud569 \uac00\uc18d\ud654, \uc624\ud508\uc18c\uc2a4 LLM \uc0dd\ud0dc\uacc4\uc758 \ud655\uc7a5, \ud504\ub86c\ud504\ud2b8 \uc548\uc804 \ubc0f \uaddc\uc815 \uc900\uc218 \uac10\uc0ac\uc5d0 \ub300\ud55c \uc218\uc694 \uc99d\uac00, \uc790\ub3d9\ud654\ub41c \ud14c\uc2a4\ud2b8 \uc0dd\uc131\uc744 \uc704\ud55c \ud569\uc131 \ub370\uc774\ud130 \uc5d0\uc774\uc804\ud2b8\uc758 \ucd9c\ud604, \ub85c\uceec \uc5d0\uc774\uc804\ud2b8 \uc2e4\ud589\uc744 \uac00\ub2a5\ud558\uac8c \ud558\ub294 \ud558\ub4dc\uc6e8\uc5b4 \uc218\uc900 \ucd5c\uc801\ud654, \uadf8\ub9ac\uace0 DevSecOps\uc5d0 \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uacc4\uce35 \ud1b5\ud569 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubc18\uba74, \uc2dc\uc7a5\uc758 \uc81c\uc57d \uc694\uc778\uc73c\ub85c\ub294 \uc804\ubb38 \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc778\ub825 \ubd80\uc871, \ub192\uc740 \ucd9c\ub825 \uac00\ubcc0\uc131\uc73c\ub85c \uc778\ud55c \ubc18\ubcf5\uc131 \uc800\ud558, \ud1a0\ud070 \uac00\uaca9 \ubcc0\ub3d9\uc131\uc73c\ub85c \uc778\ud55c \uc608\uc0b0 \ubd88\ud655\uc2e4\uc131, \uadf8\ub9ac\uace0 \uc0ac\uace0\uc758 \uc0ac\uc2ac(chain-of-thought) \ud504\ub86c\ud504\ud2b8 \uad00\ub828 IP \ubaa8\ud638\uc131 \ub4f1\uc774 \uc9c0\uc801\ub429\ub2c8\ub2e4. \ud2b9\ud788, \uc219\ub828\ub41c \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4 \ubd80\uc871\uc740 \uc608\uce21 CAGR\uc744 4.2% \uac10\uc18c\uc2dc\ud0ac \uac83\uc73c\ub85c \ucd94\uc815\ub429\ub2c8\ub2e4.<\/p>\n<p>\uae30\ub2a5 \uc720\ud615\ubcc4\ub85c\ub294 \ud504\ub86c\ud504\ud2b8 \ucd5c\uc801\ud654 \ud50c\ub7ab\ud3fc\uc774 2024\ub144 \ub9e4\ucd9c\uc758 31.23%\ub97c \ucc28\uc9c0\ud558\uba70 \uc2dc\uc7a5\uc744 \uc120\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc678\uc5d0\ub3c4 \uc5d0\uc774\uc804\ud2b8 \ud504\ub808\uc784\uc6cc\ud06c \ubc0f SDK, \ud504\ub86c\ud504\ud2b8 \ud14c\uc2a4\ud2b8 \ubc0f \uac80\uc99d \ub3c4\uad6c, \ud504\ub86c\ud504\ud2b8 \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4\/\uc800\uc7a5\uc18c, \uc5d0\uc774\uc804\ud2b8 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ud50c\ub7ab\ud3fc \ub4f1\uc774 \uc911\uc694\ud55c \uc138\uadf8\uba3c\ud2b8\ub97c \uad6c\uc131\ud569\ub2c8\ub2e4.<\/p>\n<p>\ubc30\ud3ec \ubaa8\ub378\uc5d0\uc11c\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc194\ub8e8\uc158\uc774 2024\ub144 \uc2dc\uc7a5 \uc810\uc720\uc728 66.87%\ub97c \uae30\ub85d\ud558\uba70 \uc9c0\ubc30\uc801\uc774\uba70, 43.65%\uc758 CAGR\ub85c \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ud0c4\ub825\uc801\uc778 \ucef4\ud4e8\ud305, \uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378 \ubc0f \ud1b5\ud569 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc758 \uc774\uc810 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \ucd5c\uc885 \uc0ac\uc6a9\uc790\ub85c\ub294 \ub300\uae30\uc5c5, \uc911\uc18c\uae30\uc5c5(SMEs), \uac1c\ubcc4 \uac1c\ubc1c\uc790\/\ucc3d\uc791\uc790, \ud559\uc220 \ubc0f \uc5f0\uad6c \uae30\uad00\uc774 \uc788\uc73c\uba70, \uc0b0\uc5c5 \uc218\uc9c1\ubcc4\ub85c\ub294 \uc815\ubcf4 \uae30\uc220 \ubc0f \ud1b5\uc2e0, \uc740\ud589\/\uae08\uc735 \uc11c\ube44\uc2a4 \ubc0f \ubcf4\ud5d8(BFSI), \ud5ec\uc2a4\ucf00\uc5b4 \ubc0f \uc0dd\uba85 \uacfc\ud559, \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798, \ubbf8\ub514\uc5b4 \ubc0f \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8, \uc81c\uc870 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc9c0\uc5ed\ubcc4\ub85c\ub294 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591(APAC) \uc9c0\uc5ed\uc774 2025\ub144\ubd80\ud130 2030\ub144\uae4c\uc9c0 43.98%\uc758 \uac00\uc7a5 \ub192\uc740 CAGR\uc744 \ubcf4\uc774\uba70 \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc774\ub294 \uc815\ubd80\uc758 AI \uc774\ub2c8\uc154\ud2f0\ube0c\uc640 \uc0c8\ub85c\uc6b4 \ud601\uc2e0 \uc13c\ud130\uc758 \uc99d\uac00\uc5d0 \ud798\uc785\uc740 \ubc14\uac00 \ud07d\ub2c8\ub2e4.<\/p>\n<p>\uacbd\uc7c1 \ud658\uacbd \ubd84\uc11d\uc5d0\uc11c\ub294 OpenAI, Anthropic, Microsoft, Google, LangChain \ub4f1 \uc8fc\uc694 \uae00\ub85c\ubc8c \uae30\uc5c5\ub4e4\uc758 \uc2dc\uc7a5 \uc9d1\uc911\ub3c4, \uc804\ub7b5\uc801 \uc6c0\uc9c1\uc784, \uc2dc\uc7a5 \uc810\uc720\uc728 \ubc0f \ud68c\uc0ac \ud504\ub85c\ud544\uc744 \uc0c1\uc138\ud788 \ub2e4\ub8f9\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc774 \ub3c4\uad6c \uacf5\uae09\uc5c5\uccb4\ub97c \uc120\ud0dd\ud560 \ub54c \uace0\ub824\ud558\ub294 \ud575\uc2ec \uae30\uc900\uc740 \ud1b5\ud569 \uac70\ubc84\ub10c\uc2a4, \uac1c\ubc29\ud615 \ud504\ub85c\ud1a0\ucf5c\uacfc\uc758 \uc0c1\ud638 \uc6b4\uc6a9\uc131, \ud074\ub77c\uc6b0\ub4dc-\uc5e3\uc9c0 \uc720\uc5f0\uc131, \uadf8\ub9ac\uace0 \ucd9c\ub825 \ud488\uc9c8\uc744 \uc720\uc9c0\ud558\uba74\uc11c \ud1a0\ud070 \ube44\uc6a9\uc744 \uc808\uac10\ud55c \uc785\uc99d\ub41c \uc2e4\uc801 \ub4f1\uc785\ub2c8\ub2e4.<\/p>\n<p>\ubcf8 \ubcf4\uace0\uc11c\ub294 \ub610\ud55c \uc2dc\uc7a5 \uae30\ud68c\uc640 \ubbf8\ub798 \uc804\ub9dd, \ud2b9\ud788 \ubbf8\uac1c\ucc99 \uc601\uc5ed \ubc0f \ucda9\uc871\ub418\uc9c0 \uc54a\uc740 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \ud3c9\uac00\ub97c \uc81c\uacf5\ud558\uc5ec \uc2dc\uc7a5 \ucc38\uc5ec\uc790\ub4e4\uc774 \uc804\ub7b5\uc744 \uc218\ub9bd\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc815\ubcf4\ub97c \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-42395","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\/42395"}],"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=42395"}],"version-history":[{"count":0,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts\/42395\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/media?parent=42395"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/categories?post=42395"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/tags?post=42395"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}