{"id":47014,"date":"2026-02-19T13:53:25","date_gmt":"2026-02-19T13:53:25","guid":{"rendered":"https:\/\/www.globalresearch.co.kr\/insight\/semantic-layer-and-knowledge-graph-for-agentic-ai-market-mordor\/"},"modified":"2026-09-25T15:22:55","modified_gmt":"2026-09-25T06:22:55","slug":"semantic-layer-and-knowledge-graph-for-agentic-ai-market-mordor","status":"publish","type":"post","link":"https:\/\/www.globalresearch.co.kr\/insight\/semantic-layer-and-knowledge-graph-for-agentic-ai-market-mordor\/","title":{"rendered":"\uc138\uacc4\uc758 \uc5d0\uc774\uc804\ud2b8 AI\uc6a9 \uc2dc\ub9e8\ud2f1 \ub808\uc774\uc5b4 \ubc0f \uc9c0\uc2dd \uadf8\ub798\ud504 \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc810\uc720\uc728 \ubd84\uc11d \u2013 \uc131\uc7a5 \ub3d9\ud5a5 \ubc0f \uc804\ub9dd (2025\ub144 ~ 2030\ub144)"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2026\/02\/semantic-layer-and-knowledge-graph-for-agentic-ai-market-1753112197221-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\/semantic-layer-and-knowledge-graph-for-agentic-ai-market-size-image-1753766986895.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 LLM \uae30\ubc18 \uc790\uc728 \uc5d0\uc774\uc804\ud2b8\uc758 \ube60\ub978 \ucc44\ud0dd<\/li>\n<li class=\"toc-level-3\">4.2.2 \uc124\uba85 \uac00\ub2a5\ud55c AI \ubc0f \uac70\ubc84\ub10c\uc2a4 \ud504\ub808\uc784\uc6cc\ud06c\uc758 \ud544\uc694\uc131<\/li>\n<li class=\"toc-level-3\">4.2.3 \uc758\ubbf8\ub860\uc801 \ud1b5\ud569\uc774 \ud544\uc694\ud55c \ub2e4\uc911 \ubaa8\ub2ec \ub370\uc774\ud130\uc758 \ud3ed\ubc1c\uc801 \uc99d\uac00<\/li>\n<li class=\"toc-level-3\">4.2.4 \uc9c4\uc785 \uc7a5\ubcbd\uc744 \ub0ae\ucd94\ub294 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uadf8\ub798\ud504 \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/li>\n<li class=\"toc-level-3\">4.2.5 \uc9c0\uc2dd \uadf8\ub798\ud504\ub97c \ud544\uc694\ub85c \ud558\ub294 \uc2e0\uacbd-\uae30\ud638 AI\uc758 \ucd9c\ud604<\/li>\n<li class=\"toc-level-3\">4.2.6 &#8220;\uc11c\ube44\uc2a4\ud615&#8221; \uc758\ubbf8 \uacc4\uce35\uc744 \ub0b4\uc7a5\ud558\ub294 \ub0b4\ubd80 \uac1c\ubc1c\uc790 \ud50c\ub7ab\ud3fc<\/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 \ub370\uc774\ud130 \uc0ac\uc77c\ub85c \ubc0f \ud1b5\ud569 \ubcf5\uc7a1\uc131<\/li>\n<li class=\"toc-level-3\">4.3.2 \uc628\ud1a8\ub85c\uc9c0\/\uc9c0\uc2dd \uacf5\ud559 \uc778\uc7ac\uc758 \ubd80\uc871 \ubc0f \ube44\uc6a9<\/li>\n<li class=\"toc-level-3\">4.3.3 \ud45c\uc900 \ubca4\uce58\ub9c8\ud06c \ubc0f ROI \uc9c0\ud45c \ubd80\uc871<\/li>\n<li class=\"toc-level-3\">4.3.4 \uc5d0\uc774\uc804\ud2b8 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uc744 \uc704\ud55c \uc2e4\uc2dc\uac04 \uc9c0\uc5f0 \uc2dc\uac04 \uc81c\uc57d<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.4 \uacf5\uae09\ub9dd \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 \uacbd\uc7c1 \uac15\ub3c4<\/li>\n<li class=\"toc-level-3\">4.7.2 \uc2e0\uaddc \uc9c4\uc785\uc790\uc758 \uc704\ud611<\/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 \uad6c\ub9e4\uc790\uc758 \uad50\uc12d\ub825<\/li>\n<li class=\"toc-level-3\">4.7.5 \ub300\uccb4\uc7ac\uc758 \uc704\ud611<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.8 \uac70\uc2dc \uacbd\uc81c \uc694\uc778 \ud3c9\uac00<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-4\">5. \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc131\uc7a5 \uc608\uce21 (\uac00\uce58)<\/p>\n<ul>\n<li class=\"toc-level-2\">5.1 \uad6c\uc131\uc694\uc18c\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.1.1 \ud50c\ub7ab\ud3fc<\/li>\n<li class=\"toc-level-3\">5.1.2 \uc11c\ube44\uc2a4<\/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 \uc628\ud504\ub808\ubbf8\uc2a4<\/li>\n<li class=\"toc-level-3\">5.2.2 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.3 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.3.1 \uc790\uc728 \uc5d0\uc774\uc804\ud2b8 \ubc0f \ub85c\ubd07 \uacf5\ud559<\/li>\n<li class=\"toc-level-3\">5.3.2 \ub514\uc9c0\ud138 \ud2b8\uc708 \ubc0f \uc2dc\ubbac\ub808\uc774\uc158<\/li>\n<li class=\"toc-level-3\">5.3.3 \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uc790\ub3d9\ud654 \ubc0f \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158<\/li>\n<li class=\"toc-level-3\">5.3.4 \uc758\uc0ac\uacb0\uc815 \uc778\ud154\ub9ac\uc804\uc2a4 \uc2dc\uc2a4\ud15c<\/li>\n<li class=\"toc-level-3\">5.3.5 \uac1c\uc778\ud654\ub41c \ube44\uc11c<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.4 \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.4.1 BFSI<\/li>\n<li class=\"toc-level-3\">5.4.2 \ud5ec\uc2a4\ucf00\uc5b4<\/li>\n<li class=\"toc-level-3\">5.4.3 \uc81c\uc870 \ubc0f \uc778\ub354\uc2a4\ud2b8\ub9ac 4.0<\/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 \uc815\ubd80 \ubc0f \uad6d\ubc29<\/li>\n<li class=\"toc-level-3\">5.4.6 \ud1b5\uc2e0 \ubc0f \ubbf8\ub514\uc5b4<\/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-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<li class=\"toc-level-3\">5.5.2 \ub0a8\ubbf8<\/li>\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<li class=\"toc-level-3\">5.5.3 \uc720\ub7fd<\/li>\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 \ub7ec\uc2dc\uc544<\/li>\n<li class=\"toc-level-4\">5.5.3.5 \uc720\ub7fd \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<li class=\"toc-level-3\">5.5.4 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591<\/li>\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<li class=\"toc-level-3\">5.5.5 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74<\/li>\n<li class=\"toc-level-4\">5.5.5.1 \uc911\ub3d9<\/li>\n<li class=\"toc-level-5\">5.5.5.1.1 \uc0ac\uc6b0\ub514\uc544\ub77c\ube44\uc544<\/li>\n<li class=\"toc-level-5\">5.5.5.1.2 UAE<\/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 \uc911\ub3d9 \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<li class=\"toc-level-4\">5.5.5.2 \uc544\ud504\ub9ac\uce74<\/li>\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 \uc544\ud504\ub9ac\uce74 \uae30\ud0c0 \uc9c0\uc5ed<\/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 \uc218\uc900 \uac1c\uc694, \uc2dc\uc7a5 \uc218\uc900 \uac1c\uc694, \ud575\uc2ec \ubd80\ubb38, \uc0ac\uc6a9 \uac00\ub2a5\ud55c \uc7ac\ubb34 \uc815\ubcf4, \uc804\ub7b5 \uc815\ubcf4, \uc8fc\uc694 \uae30\uc5c5\uc758 \uc2dc\uc7a5 \uc21c\uc704\/\uc810\uc720\uc728, \uc81c\ud488 \ubc0f \uc11c\ube44\uc2a4, \ucd5c\uadfc \uac1c\ubc1c \ud3ec\ud568)\n<ul>\n<li class=\"toc-level-3\">6.4.1 Neo4j<\/li>\n<li class=\"toc-level-3\">6.4.2 Stardog<\/li>\n<li class=\"toc-level-3\">6.4.3 Ontotext<\/li>\n<li class=\"toc-level-3\">6.4.4 Cambridge Semantics<\/li>\n<li class=\"toc-level-3\">6.4.5 TigerGraph<\/li>\n<li class=\"toc-level-3\">6.4.6 Oracle<\/li>\n<li class=\"toc-level-3\">6.4.7 Microsoft<\/li>\n<li class=\"toc-level-3\">6.4.8 IBM<\/li>\n<li class=\"toc-level-3\">6.4.9 Amazon Web Services (Amazon Neptune)<\/li>\n<li class=\"toc-level-3\">6.4.10 Google (Vertex AI \/ KG)<\/li>\n<li class=\"toc-level-3\">6.4.11 ArangoDB<\/li>\n<li class=\"toc-level-3\">6.4.12 TerminusDB<\/li>\n<li class=\"toc-level-3\">6.4.13 DataStax (AstraDB Graph)<\/li>\n<li class=\"toc-level-3\">6.4.14 Redis (RedisGraph)<\/li>\n<li class=\"toc-level-3\">6.4.15 SAP (HANA Graph)<\/li>\n<li class=\"toc-level-3\">6.4.16 MarkLogic<\/li>\n<li class=\"toc-level-3\">6.4.17 Franz Inc. (AllegroGraph)<\/li>\n<li class=\"toc-level-3\">6.4.18 Cycorp (Cyc)<\/li>\n<li class=\"toc-level-3\">6.4.19 Diffbot<\/li>\n<li class=\"toc-level-3\">6.4.20 Glean<\/li>\n<li class=\"toc-level-3\">6.4.21 RelationalAI<\/li>\n<li class=\"toc-level-3\">6.4.22 Kyndi<\/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>\uc5d0\uc774\uc804\ud2b8 AI\ub97c \uc704\ud55c \uc2dc\ub9e8\ud2f1 \ub808\uc774\uc5b4 \ubc0f \uc9c0\uc2dd \uadf8\ub798\ud504 \uc2dc\uc7a5 \uac1c\uc694 (2025-2030)<\/p>\n<p>\ubcf8 \ubcf4\uace0\uc11c\ub294 \uc5d0\uc774\uc804\ud2b8 AI\ub97c \uc704\ud55c \uc2dc\ub9e8\ud2f1 \ub808\uc774\uc5b4 \ubc0f \uc9c0\uc2dd \uadf8\ub798\ud504 \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. \uc2dc\uc7a5\uc740 \uad6c\uc131 \uc694\uc18c(\ud50c\ub7ab\ud3fc, \uc11c\ube44\uc2a4), \ubc30\ud3ec \ubaa8\ub4dc(\uc628\ud504\ub808\ubbf8\uc2a4, \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18), \uc560\ud50c\ub9ac\ucf00\uc774\uc158(\uc790\uc728 \uc5d0\uc774\uc804\ud2b8 \ubc0f \ub85c\ubd07 \uacf5\ud559, \ub514\uc9c0\ud138 \ud2b8\uc708 \ubc0f \uc2dc\ubbac\ub808\uc774\uc158 \ub4f1), \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5(BFSI, \ud5ec\uc2a4\ucf00\uc5b4 \ub4f1) \ubc0f \uc9c0\uc5ed\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>\uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc131\uc7a5\ub960<\/p>\n<p>\uc5d0\uc774\uc804\ud2b8 AI \uc2dc\uc7a5\uc5d0\uc11c \uc2dc\ub9e8\ud2f1 \ub808\uc774\uc5b4 \ubc0f \uc9c0\uc2dd \uadf8\ub798\ud504 \uc2dc\uc7a5\uc740 2025\ub144 17\uc5b5 3\ucc9c\ub9cc \ub2ec\ub7ec \uaddc\ubaa8\uc5d0\uc11c 2030\ub144\uc5d0\ub294 49\uc5b5 3\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0 \uc774\ub97c \uac83\uc73c\ub85c \uc804\ub9dd\ub418\uba70, \uc774\ub294 \uc5f0\ud3c9\uade0 23.30%\uc758 \ub192\uc740 \uc131\uc7a5\ub960\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc131\uc7a5\uc740 \uacf5\uacf5 \ubc0f \ubbfc\uac04 \ubd80\ubb38 \ubaa8\ub450\uc5d0\uc11c \uc790\ubcf8 \uc720\uc785\uc774 \uac00\uc18d\ud654\ub418\uace0 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc790\uc728 \uc5d0\uc774\uc804\ud2b8\uac00 \uad6c\uc870\ud654\ub418\uace0 \uae30\uacc4 \ud310\ub3c5 \uac00\ub2a5\ud55c \ucee8\ud14d\uc2a4\ud2b8\uc5d0 \uae30\ubc18\ud560 \ub54c \uce21\uc815 \uac00\ub2a5\ud55c \uc0dd\uc0b0\uc131 \ud5a5\uc0c1\uc744 \uc81c\uacf5\ud55c\ub2e4\ub294 \uc810\uc774 \uc2dc\uc7a5 \uc131\uc7a5\uc744 \uacac\uc778\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 2024\ub144 Anthropic, Google, xAI\uc5d0 \uac01\uac01 2\uc5b5 \ub2ec\ub7ec \uaddc\ubaa8\uc758 \uad6d\ubc29 \uacc4\uc57d\uc774 \uccb4\uacb0\ub41c \uac83\uc740 \uc2dc\ub9e8\ud2f1 \ub808\uc774\uc5b4\uac00 \uace0\uc704\ud5d8 \uc758\uc0ac\uacb0\uc815 \uc790\ub3d9\ud654\uc5d0 \ud544\uc218\uc801\uc774\ub77c\ub294 \ud655\uc2e0\uc744 \uac15\ud654\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uae30\uc5c5 \uad6c\ub9e4\uc790\ub4e4\uc740 \ub2e8\uc77c \ub3c4\uad6c\ubcf4\ub2e4\ub294 \ud1b5\ud569 \ud50c\ub7ab\ud3fc\uc744 \uc120\ud638\ud558\uba70, \uc774\ub294 \uacf5\uae09\uc5c5\uccb4\ub4e4\uc774 \uadf8\ub798\ud504 \ub370\uc774\ud130\ubca0\uc774\uc2a4, \uc628\ud1a8\ub85c\uc9c0 \uad00\ub9ac\uc790, \ucd94\ub860 \uc5d4\uc9c4\uc744 \ud1b5\ud569 \uc2a4\ud0dd\uc73c\ub85c \ubb36\ub3c4\ub85d \uc720\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ubc30\ud3ec\uac00 \uc9c0\ubc30\uc801\uc778 \ucd94\uc138\uc774\uba70, \uc774\ub294 \uc885\ub7c9\uc81c \uacbd\uc81c \ubaa8\ub378\uc774 \uac00\uce58 \uc2e4\ud604 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\uace0 \uc804\ubb38 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uad00\ub9ac\uc758 \ud544\uc694\uc131\uc744 \uc5c6\uc560\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \ucd08\uae30 \ub3c4\uc785 \uae30\uc5c5\ub4e4\uc740 \uc9c0\uc2dd \uadf8\ub798\ud504\uac00 \ub2e4\uc911 \uc5d0\uc774\uc804\ud2b8 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uc744 \uc704\ud55c \uacf5\uc720 \ucee8\ud14d\uc2a4\ud2b8 \uc800\uc7a5\uc18c \uc5ed\ud560\uc744 \ud560 \ub54c \ub354 \ube60\ub978 \ud601\uc2e0 \uc8fc\uae30\ub97c \ubcf4\uace0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \ubcf4\uace0\uc11c \uc694\uc57d<\/p>\n<p>*   \uad6c\uc131 \uc694\uc18c\ubcc4: 2024\ub144 \ud50c\ub7ab\ud3fc \uc194\ub8e8\uc158\uc774 \uc2dc\uc7a5 \uc810\uc720\uc728\uc758 61.3%\ub97c \ucc28\uc9c0\ud558\uba70 \uc9c0\ubc30\uc801\uc778 \uc704\uce58\ub97c \ud655\ubcf4\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ubc30\ud3ec \ubaa8\ub378\ubcc4: \ud074\ub77c\uc6b0\ub4dc \ubd80\ubb38\uc740 2024\ub144 \uc2dc\uc7a5 \uaddc\ubaa8\uc758 57.8%\ub97c \ucc28\uc9c0\ud588\uc73c\uba70, 2030\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 24.9%\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<br \/>\n*   \uc560\ud50c\ub9ac\ucf00\uc774\uc158\ubcc4: 2024\ub144 \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uc790\ub3d9\ud654\uac00 35.9%\uc758 \ub9e4\ucd9c \uc810\uc720\uc728\ub85c \uc120\ub450\ub97c \ub2ec\ub838\uc73c\uba70, \uc790\uc728 \uc5d0\uc774\uc804\ud2b8 \ubc0f \ub85c\ubd07 \uacf5\ud559\uc740 2030\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 25.1% \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4.<br \/>\n*   \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5\ubcc4: BFSI(\uc740\ud589, \uae08\uc735 \uc11c\ube44\uc2a4 \ubc0f \ubcf4\ud5d8)\uac00 2024\ub144 27.3%\uc758 \uc810\uc720\uc728\uc744 \uae30\ub85d\ud588\uc73c\uba70, \ud5ec\uc2a4\ucf00\uc5b4\ub294 \uc5f0\ud3c9\uade0 24.5%\uc758 \uc131\uc7a5\ub960\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<br \/>\n*   \uc9c0\uc5ed\ubcc4: \ubd81\ubbf8\uac00 2024\ub144 42.1%\uc758 \uc810\uc720\uc728\ub85c \uac00\uc7a5 \ud070 \uc2dc\uc7a5\uc744 \ud615\uc131\ud588\uc73c\uba70, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 2030\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 24.2%\ub85c \uac00\uc7a5 \ub192\uc740 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \uc2dc\uc7a5 \uc9d1\uc911\ub3c4\ub294 \uc911\uac04 \uc218\uc900\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \ub3d9\ud5a5 \ubc0f \ud1b5\ucc30\ub825 (\uc131\uc7a5 \ub3d9\uc778)<\/p>\n<p>*   LLM \uae30\ubc18 \uc790\uc728 \uc5d0\uc774\uc804\ud2b8\uc758 \ube60\ub978 \ucc44\ud0dd (+6.2% CAGR \uc601\ud5a5): \uae30\uc5c5\ub4e4\uc774 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM) \uae30\ubc18 \uc5d0\uc774\uc804\ud2b8\ub97c \ub3c4\uc785\ud558\uba74\uc11c \uc77c\uad00\ub41c \uc791\uc5c5 \uc2e4\ud589\uc744 \uc704\ud55c \uad6c\uc870\ud654\ub41c \ucee8\ud14d\uc2a4\ud2b8\uc758 \uc911\uc694\uc131\uc774 \ucee4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. Neo4j\uc758 Graphiti \ud504\ub808\uc784\uc6cc\ud06c\uc640 Microsoft\uc758 \uc790\uc728 SAP \uc5d0\uc774\uc804\ud2b8 \uc0ac\ub840\uc5d0\uc11c \ubcfc \uc218 \uc788\ub4ef\uc774, \ubc18\uc751\ud615 \ucc57\ubd07\uc5d0\uc11c \ub2a5\ub3d9\ud615 \uc5d0\uc774\uc804\ud2b8\ub85c\uc758 \uc804\ud658\uc740 \uc778\uacfc\uc801 \ubc0f \uc2dc\uac04\uc801 \uc885\uc18d\uc131\uc744 \ud3ec\ucc29\ud558\ub294 \uc601\uad6c\uc801\uc778 \uc2dc\ub9e8\ud2f1 \ub808\uc774\uc5b4\uc5d0 \ub300\ud55c \ud22c\uc790\ub97c \uc99d\uac00\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc124\uba85 \uac00\ub2a5\ud55c AI \ubc0f \uac70\ubc84\ub10c\uc2a4 \ud504\ub808\uc784\uc6cc\ud06c\uc758 \ud544\uc694\uc131 (+4.8% CAGR \uc601\ud5a5): EU AI Act\uc640 \ubbf8\uad6d \uaddc\uc81c \ub2f9\uad6d\uc758 \uc720\uc0ac\ud55c \uaddc\uc81c\ub294 \uac10\uc0ac \uac00\ub2a5\ud55c \uc758\uc0ac\uacb0\uc815 \uacbd\ub85c\ub97c \uc694\uad6c\ud558\uba70, \uc9c0\uc2dd \uadf8\ub798\ud504\ub294 \uc785\ub825 \ub370\uc774\ud130\uc5d0\uc11c \ubaa8\ub378 \ucd9c\ub825\uae4c\uc9c0\uc758 \uac00\uc2dc\uc131\uc744 \uc81c\uacf5\ud558\uc5ec \uaddc\uc81c \uc900\uc218\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. Deutsche Bank\uc758 GenAI \ud504\ub85c\uadf8\ub7a8\uc740 \uc2dc\ub9e8\ud2f1 \ucd94\uc801\uc744 \uc704\ud5d8 \ubd84\uc11d \uc2a4\ud0dd\uc758 \ud575\uc2ec\uc73c\ub85c \uc0bc\uc544 \uae08\uc735 \uae30\uad00\ub4e4\uc774 \uadf8\ub798\ud504 \uacc4\ubcf4\ub97c \uaddc\uc81c \uc900\uc218 \ud1b5\uc81c\ub85c \uc778\uc2dd\ud558\uace0 \uc788\uc74c\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<br \/>\n*   \uc2dc\ub9e8\ud2f1 \ud1b5\ud569\uc774 \ud544\uc694\ud55c \ub2e4\uc911 \ubaa8\ub2ec \ub370\uc774\ud130\uc758 \ud3ed\ubc1c\uc801 \uc99d\uac00 (+5.1% CAGR \uc601\ud5a5): \uc778\ub354\uc2a4\ud2b8\ub9ac 4.0 \uacf5\uc7a5\uc740 \ube44\uc804 \ud53c\ub4dc, IoT \uc6d0\uaca9 \uce21\uc815, \uacfc\uac70 \uc720\uc9c0\ubcf4\uc218 \ub85c\uadf8\ub97c \uacb0\ud569\ud558\uba70, \uc9c0\uc2dd \uadf8\ub798\ud504\ub97c \ud1b5\ud55c \uc774\ub7ec\ud55c \ubaa8\ub2ec\ub9ac\ud2f0\uc758 \ud1b5\ud569\uc740 \uc228\uaca8\uc9c4 \uace0\uc7a5 \ud328\ud134\uc744 \ucc3e\uc544\ub0b4 \uac00\ub3d9 \uc911\ub2e8 \uc2dc\uac04\uc744 \uc904\uc774\ub294 \ub370 \uae30\uc5ec\ud569\ub2c8\ub2e4(Siemens \uc0ac\ub840). \ud2b9\ud788 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc758 \uc81c\uc870\uc5c5\uccb4\ub4e4\uc740 \uc778\ub77c\uc778 \ud488\uc9c8 \uad00\ub9ac\ub97c \uc704\ud574 \uc5e3\uc9c0 \uc0c1\uc8fc \ub9c8\uc774\ud06c\ub85c \uadf8\ub798\ud504\uc5d0 \uc790\ubcf8\uc744 \ud22c\uc790\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uadf8\ub798\ud504 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uc9c4\uc785 \uc7a5\ubcbd \ud558\ub77d (+3.7% CAGR \uc601\ud5a5): Amazon Neptune Serverless\uc640 TigerGraph\uc758 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\ub294 \uc628\ub514\ub9e8\ub4dc \uc6a9\ub7c9 \ud504\ub85c\ube44\uc800\ub2dd\uacfc \ube60\ub978 \uadf8\ub798\ud504 \uc54c\uace0\ub9ac\uc998 \uc2e4\ud589\uc744 \ud1b5\ud574 \uc911\uc18c\uae30\uc5c5\uc758 \ucd08\uae30 \ud558\ub4dc\uc6e8\uc5b4 \ud22c\uc790\ub97c \uc904\uc774\uace0 DBA \uac10\ub3c5 \uc5c6\uc774\ub3c4 \uc6b4\uc601 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uacbd\uc7c1\ub825 \uc788\ub294 \uac00\uaca9\uc740 \uac1c\ub150 \uc99d\uba85(PoC) \ud30c\uc77c\ub7ff\uc744 \uc18c\uaddc\ubaa8\ub85c \uc2dc\uc791\ud558\uc5ec \uc810\uc9c4\uc801\uc73c\ub85c \ud655\uc7a5\ud560 \uc218 \uc788\uac8c \ud558\uc5ec \uc804\uccb4 \uc2dc\uc7a5\uc744 \ud655\ub300\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc9c0\uc2dd \uadf8\ub798\ud504\ub97c \ud544\uc694\ub85c \ud558\ub294 \uc2e0\uacbd-\uc0c1\uc9d5 AI\uc758 \ucd9c\ud604 (+2.9% CAGR \uc601\ud5a5): \uc2e0\uacbd-\uc0c1\uc9d5 AI\uc758 \ub4f1\uc7a5\uc740 \uc9c0\uc2dd \uadf8\ub798\ud504\uc758 \ud544\uc694\uc131\uc744 \uc99d\ub300\uc2dc\ud0a4\uace0 \uc788\uc73c\uba70, \uc774\ub294 \uc8fc\ub85c \ubd81\ubbf8\uc640 EU\uc758 \uc5f0\uad6c \ud5c8\ube0c\uc5d0\uc11c \uc8fc\ub3c4\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc11c\ube44\uc2a4\ud615 \uc2dc\ub9e8\ud2f1 \ub808\uc774\uc5b4\ub97c \ub0b4\uc7a5\ud558\ub294 \ub0b4\ubd80 \uac1c\ubc1c\uc790 \ud50c\ub7ab\ud3fc (+2.1% CAGR \uc601\ud5a5): \ub0b4\ubd80 \uac1c\ubc1c\uc790 \ud50c\ub7ab\ud3fc\uc774 \uc2dc\ub9e8\ud2f1 \ub808\uc774\uc5b4\ub97c &#8220;\uc11c\ube44\uc2a4\ud615&#8221;\uc73c\ub85c \ub0b4\uc7a5\ud558\ub294 \ucd94\uc138\ub294 \uc804 \uc138\uacc4\uc801\uc73c\ub85c, \ud2b9\ud788 \uae30\uc5c5 \uc911\uc2ec \uc9c0\uc5ed\uc5d0\uc11c \ud655\uc0b0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \ub3d9\ud5a5 \ubc0f \ud1b5\ucc30\ub825 (\uc81c\uc57d \uc694\uc778)<\/p>\n<p>*   \ub370\uc774\ud130 \uc0ac\uc77c\ub85c \ubc0f \ud1b5\ud569 \ubcf5\uc7a1\uc131 (-3.4% CAGR \uc601\ud5a5): \ub300\ubd80\ubd84\uc758 \ub300\uae30\uc5c5\uc740 \uc5ec\uc804\ud788 \uc218\ubc31 \uac1c\uc758 \uace0\ub9bd\ub41c \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc6b4\uc601\ud558\uba70, \uc774\ub4e4\uc744 \ud1b5\ud569\ub41c \uc2dc\ub9e8\ud2f1 \ubaa8\ub378\ub85c \ubcc0\ud658\ud558\ub294 \ub370\ub294 \uad11\ubc94\uc704\ud55c \ub9e4\ud551, \uc815\uc81c \ubc0f \uac70\ubc84\ub10c\uc2a4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. Ontotext\uc5d0 \ub530\ub974\uba74 \ud1b5\ud569 \uc791\uc5c5\uc774 \uc9c0\uc2dd \uadf8\ub798\ud504 \uc608\uc0b0\uc758 40-60%\ub97c \ucc28\uc9c0\ud558\uba70 \uad6c\ud604 \uc77c\uc815\uc744 \uc9c0\uc5f0\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc628\ud1a8\ub85c\uc9c0\/\uc9c0\uc2dd \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc778\uc7ac \ubd80\uc871 \ubc0f \ub192\uc740 \ube44\uc6a9 (-2.8% CAGR \uc601\ud5a5): \uae30\uc220 \uc804\ubb38\uc131\uc744 \uac16\ucd98 \uc628\ud1a8\ub85c\uc9c0\/\uc9c0\uc2dd \uc5d4\uc9c0\ub2c8\uc5b4\uc758 \ubd80\uc871\uc740 \uc2dc\uc7a5 \uc131\uc7a5\uc744 \uc800\ud574\ud558\ub294 \uc8fc\uc694 \uc694\uc778\uc785\ub2c8\ub2e4. \uc8fc\uc694 \uae30\uc220 \ud5c8\ube0c\uc5d0\uc11c \uc911\uac04 \uae09\uc5ec\uac00 20\ub9cc \ub2ec\ub7ec\ub97c \ub118\uc5b4\uc11c\uba74\uc11c IT \uc608\uc0b0\uc5d0 \uc555\ubc15\uc744 \uac00\ud558\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \ud604\uc9c0 \uc778\uc7ac \ud480\uc774 \uc595\uc740 \uc2e0\ud765 \uc2dc\uc7a5\uc5d0\uc11c\ub294 \ud504\ub85c\uc81d\ud2b8 \uc704\ud5d8\uc744 \ub192\uc785\ub2c8\ub2e4.<br \/>\n*   \ud45c\uc900 \ubca4\uce58\ub9c8\ud06c \ubc0f ROI \uc9c0\ud45c \ubd80\uc871 (-1.9% CAGR \uc601\ud5a5): \uc2dc\ub9e8\ud2f1 \ub808\uc774\uc5b4 \ubc0f \uc9c0\uc2dd \uadf8\ub798\ud504 \uc194\ub8e8\uc158\uc758 \ud6a8\uacfc\ub97c \uce21\uc815\ud560 \ud45c\uc900 \ubca4\uce58\ub9c8\ud06c\uc640 \ud22c\uc790 \uc218\uc775\ub960(ROI) \uc9c0\ud45c\uc758 \ubd80\uc871\uc740 \uae30\uc5c5\uc758 \ub3c4\uc785 \uacb0\uc815\uc744 \uc9c0\uc5f0\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc5d0\uc774\uc804\ud2b8 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uc744 \uc704\ud55c \uc2e4\uc2dc\uac04 \uc9c0\uc5f0 \uc2dc\uac04 \uc81c\uc57d (-1.6% CAGR \uc601\ud5a5): \uc5d0\uc774\uc804\ud2b8 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uc5d0\uc11c \uc694\uad6c\ub418\ub294 \uc2e4\uc2dc\uac04 \uc9c0\uc5f0 \uc2dc\uac04 \uc81c\uc57d\uc740 \ud2b9\ud788 \uc5e3\uc9c0 \ucef4\ud4e8\ud305 \ud658\uacbd\uc5d0\uc11c \uae30\uc220\uc801 \ub3c4\uc804 \uacfc\uc81c\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc138\uadf8\uba3c\ud2b8 \ubd84\uc11d<\/p>\n<p>*   \uad6c\uc131 \uc694\uc18c\ubcc4: \ud50c\ub7ab\ud3fc \uc194\ub8e8\uc158\uc740 2024\ub144 \uc2dc\uc7a5 \ub9e4\ucd9c\uc758 61.3%\ub97c \ucc28\uc9c0\ud558\uba70 \uc9c0\ubc30\uc801\uc785\ub2c8\ub2e4. \uc774\ub294 \uad6c\ub9e4\uc790\ub4e4\uc774 \uc2a4\ud1a0\ub9ac\uc9c0, \ucd94\ub860, \uc2dc\uac01\ud654\ub97c \ud3ec\ud568\ud558\ub294 \ub2e8\uc77c \ubca4\ub354 \uc2a4\ud0dd\uc744 \uc120\ud638\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc11c\ube44\uc2a4 \ubd80\ubb38\uc740 2030\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 23.6% \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub418\ub294\ub370, \uc774\ub294 \ud50c\ub7ab\ud3fc \ub3c4\uc785\uc774 \uc628\ud1a8\ub85c\uc9c0 \uc815\uc81c \ubc0f \uc131\ub2a5 \ud29c\ub2dd\uc5d0 \ub300\ud55c \ud6c4\uc18d \uc218\uc694\ub97c \ucc3d\ucd9c\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<br \/>\n*   \ubc30\ud3ec \ubaa8\ub4dc\ubcc4: \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc740 2024\ub144 \ub9e4\ucd9c\uc758 57.8%\ub97c \ucc28\uc9c0\ud558\uba70 \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \ud2b9\ud788 \uc5d0\uc774\uc804\ud2b8\uac00 \uc5ec\ub7ec \uc9c0\uc5ed\uc5d0\uc11c \ub3d9\uc77c\ud55c \uc9c0\uc2dd \ubca0\uc774\uc2a4\uc5d0 \uc811\uadfc\ud574\uc57c \ud560 \ub54c, \ud0c4\ub825\uc801\uc778 \ud655\uc7a5\uc131\uacfc \uae00\ub85c\ubc8c \uac00\uc6a9\uc131\uc744 \ud575\uc2ec \uc774\uc810\uc73c\ub85c \uaf3d\uc2b5\ub2c8\ub2e4. \uc628\ud504\ub808\ubbf8\uc2a4 \uc124\uce58\ub294 \uacf5\uacf5 \ubd80\ubb38 \ubc0f \ub370\uc774\ud130 \uc0c1\uc8fc \uaddc\uc815\uc774 \uc5c4\uaca9\ud55c \uace0\ub3c4\ub85c \uaddc\uc81c\ub418\ub294 \uc0b0\uc5c5\uc5d0\uc11c \uc5ec\uc804\ud788 \uc720\uc9c0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc560\ud50c\ub9ac\ucf00\uc774\uc158\ubcc4: \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uc790\ub3d9\ud654\ub294 2024\ub144 \ub9e4\ucd9c\uc758 35.9%\ub97c \ucc28\uc9c0\ud558\uba70 \uc120\ub450\ub97c \ub2ec\ub9ac\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae08\uc735, HR, \uc870\ub2ec \ud300\uc740 \uc2dc\ub9e8\ud2f1 \ub808\uc774\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud2b8\ub79c\uc7ad\uc158 \uc2dc\uc2a4\ud15c \uc804\ubc18\uc758 \ub370\uc774\ud130\ub97c \uc870\ud654\uc2dc\ucf1c \uc870\uc815 \ub178\ub825\uc744 \uc904\uc785\ub2c8\ub2e4. \uc790\uc728 \uc5d0\uc774\uc804\ud2b8 \ubc0f \ub85c\ubd07 \uacf5\ud559\uc740 \ud604\uc7ac\ub294 \uc791\uc9c0\ub9cc 25.1%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\uc744 \ubcf4\uc774\uba70, \uc81c\uc870\uc5c5 \ubc0f \ubb3c\ub958 \uc6b4\uc601\uc790\ub4e4\uc774 \uc790\uccb4 \ucd5c\uc801\ud654 \uc0dd\uc0b0 \ub77c\uc778\uc5d0 \uc0c8\ub85c\uc6b4 \uc790\ubcf8\uc744 \ud560\ub2f9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5\ubcc4: BFSI \ubd80\ubb38\uc740 2024\ub144 \uc804\uccb4 \uc9c0\ucd9c\uc758 27.3%\ub97c \ucc28\uc9c0\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uaddc\uc81c \ubcf4\uace0 \ubc0f \uc704\ud5d8 \ubd84\uc11d\uc5d0 \uac10\uc0ac \uac00\ub2a5\ud55c \ub370\uc774\ud130 \uacc4\ubcf4\uac00 \ud544\uc694\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \ud5ec\uc2a4\ucf00\uc5b4 \ubd80\ubb38\uc740 \ubcd1\uc6d0\ub4e4\uc774 \uc601\uc0c1, EHR, \uc720\uc804\uccb4 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc744 \ud1b5\ud569\ud558\ub294 \uc784\uc0c1 \uc758\uc0ac\uacb0\uc815 \uc5d0\uc774\uc804\ud2b8\ub97c \ubc30\ud3ec\ud568\uc5d0 \ub530\ub77c \uc5f0\ud3c9\uade0 24.5%\ub85c \ube60\ub974\uac8c \uc131\uc7a5\ud560 \uac83\uc785\ub2c8\ub2e4. \uc81c\uc870\uc5c5\uc740 \uc608\uce21 \uc720\uc9c0\ubcf4\uc218 \ubc0f \uc2a4\ub9c8\ud2b8 \ud329\ud1a0\ub9ac \ud504\ub85c\uadf8\ub7a8\uc73c\ub85c \uc778\ud574 \uc138 \ubc88\uc9f8\ub85c \ud070 \ube44\uc911\uc744 \ucc28\uc9c0\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc9c0\uc5ed \ubd84\uc11d<\/p>\n<p>*   \ubd81\ubbf8: 2024\ub144 \uc804 \uc138\uacc4 \uac00\uce58\uc758 42.1%\ub97c \ucc28\uc9c0\ud558\uba70, \ubca4\ucc98 \uce90\ud53c\ud0c8\uacfc \uad6d\ubc29 \uc870\ub2ec\uc774 \uae30\uc220 \uc131\uc219\ub3c4\ub97c \uc785\uc99d\ud558\uba70 \uc2dc\uc7a5\uc744 \uc8fc\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc124\uba85 \uac00\ub2a5\ud55c \uc790\uc728 \uc2dc\uc2a4\ud15c\uc5d0 \ub300\ud55c \uad6d\ubc29 \uae30\uad00\uc758 \uc801\uadf9\uc801\uc778 \uc9c0\ucd9c\uacfc \uc2e4\ub9ac\ucf58 \ubc38\ub9ac \uc2a4\ud0c0\ud2b8\uc5c5\uc758 \ube60\ub978 \uc0c1\uc5c5\ud654\uac00 \ud601\uc2e0\uc744 \uac00\uc18d\ud654\ud569\ub2c8\ub2e4. \uae08\uc735 \uae30\uad00 \ub610\ud55c \uc5c4\uaca9\ud55c \ubcf4\uace0 \ubc95\uaddc\ub97c \ucda9\uc871\ud558\ub294 \uc2dc\ub9e8\ud2f1 \uac10\uc0ac \ucd94\uc801\uc758 \ud544\uc694\uc131\uc73c\ub85c \uc778\ud574 \uc0c1\ub2f9\ud55c \uc9c0\ucd9c\uc744 \ucc28\uc9c0\ud569\ub2c8\ub2e4.<br \/>\n*   \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591: 2030\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 24.2%\ub85c \uac00\uc7a5 \ub192\uc740 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub418\ub294 \uba85\ud655\ud55c \uc131\uc7a5 \ub3d9\ub825\uc785\ub2c8\ub2e4. \uc911\uad6d, \uc77c\ubcf8, \ud55c\uad6d \uc815\ubd80\ub294 \ud574\uc678 \uc758\uc874\ub3c4\ub97c \uc904\uc774\uae30 \uc704\ud574 \uc9c0\uc5ed \uadf8\ub798\ud504 \uc0dd\ud0dc\uacc4\ub97c \uc6b0\uc120\uc2dc\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc804\uc790 \ubc0f \uc790\ub3d9\ucc28 \uc81c\uc870\uc5c5\uccb4\ub4e4\uc740 \uc5e3\uc9c0 \uc0c1\uc8fc \uc9c0\uc2dd \uadf8\ub798\ud504\ub97c \uacf5\uae09\ud558\ub294 \uc13c\uc11c \ub124\ud2b8\uc6cc\ud06c\ub85c \uacf5\uc7a5\uc744 \uac1c\uc870\ud558\uc5ec \uc2e4\uc2dc\uac04 \uc81c\uc5b4 \ub8e8\ud504\ub97c \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc778\ub3c4\uc758 IT \uc11c\ube44\uc2a4 \uae30\uc5c5\ub4e4\uc740 \uadf8\ub798\ud504 \uc804\ubb38 \uc9c0\uc2dd\uc744 \uc218\ucd9c \uac00\ub2a5\ud55c \uc11c\ube44\uc2a4\ub85c \ud328\ud0a4\uc9d5\ud558\uc5ec \uc9c0\uc5ed \uae30\uc220 \uac00\uc6a9\uc131\uc744 \ub354\uc6b1 \ud655\ub300\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacbd\uc7c1 \ud658\uacbd<\/p>\n<p>\uc2dc\uc7a5 \uc9d1\uc911\ub3c4\ub294 \uc911\uac04 \uc218\uc900\uc785\ub2c8\ub2e4. Neo4j\ub294 \uc131\uc219\ud55c \uadf8\ub798\ud504 \uc2a4\ud1a0\uc5b4, \uad11\ubc94\uc704\ud55c \ucee4\ub125\ud130 \ub77c\uc774\ube0c\ub7ec\ub9ac \ubc0f \ub300\uaddc\ubaa8 \uac1c\ubc1c\uc790 \ucee4\ubba4\ub2c8\ud2f0 \ub355\ubd84\uc5d0 \ub9e4\ucd9c \uc120\ub450\ub97c \uc720\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. Amazon, Microsoft, Google\uacfc \uac19\uc740 \ud558\uc774\ud37c\uc2a4\ucf00\uc77c\ub7ec\ub4e4\uc740 \uae30\uc874 \ud558\uc774\ud37c\uc2a4\ucf00\uc77c \uad00\uacc4 \ub0b4\uc5d0\uc11c \uad00\ub9ac\ud615 \uadf8\ub798\ud504 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \uc0dd\uc131\ud615 AI \ud234\uccb4\uc778\uc744 \ubc88\ub4e4\ub9c1\ud558\uc5ec \ud310\ub9e4 \uc8fc\uae30\ub97c \ub2e8\ucd95\ud558\uba70 \uc6b0\uc704\ub97c \uc810\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. Stardog \ubc0f Ontotext\uc640 \uac19\uc740 \uc804\ubb38 \uacf5\uae09\uc5c5\uccb4\ub4e4\uc740 \ub300\uaddc\ubaa8 \ud074\ub77c\uc6b0\ub4dc\uac00 \uc544\uc9c1 \ubcf5\uc81c\ud558\uc9c0 \ubabb\ud558\ub294 \ub3c4\uba54\uc778\ubcc4 \ucd94\ub860 \ubc0f \uac00\uc0c1\ud654 \uae30\ub2a5\uc744 \ud1b5\ud574 \ud2c8\uc0c8\uc2dc\uc7a5\uc744 \uac1c\ucc99\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>TigerGraph\ub294 \uc2a4\ud2b8\ub9ac\ubc0d \uc6cc\ud06c\ub85c\ub4dc\uc5d0 \ub300\ud55c \ub0ae\uc740 \uc9c0\uc5f0 \uc2dc\uac04 \ubd84\uc11d\uc73c\ub85c \ucc28\ubcc4\ud654\ud558\uc5ec \ubc00\ub9ac\ucd08 \ub2e8\uc704\uc758 \uc751\ub2f5 \uc2dc\uac04\uc744 \uc694\uad6c\ud558\ub294 \uc81c\uc870\uc5c5\uccb4 \ubc0f \ud540\ud14c\ud06c \uae30\uc5c5\uc744 \uc720\uce58\ud569\ub2c8\ub2e4. ArangoDB\ub294 \ub2e8\uc77c \uc5d4\uc9c4\uc5d0\uc11c \ubb38\uc11c \ubc0f \uadf8\ub798\ud504 \ucffc\ub9ac\ub97c \ubaa8\ub450 \uc9c0\uc6d0\ud558\ub294 \ub2e4\uc911 \ubaa8\ub378 \uc720\uc5f0\uc131\uc744 \ud1b5\ud574 \uacbd\uc7c1\ud558\uba70, \ud63c\ud569 \uc6cc\ud06c\ub85c\ub4dc \uae30\uc5c5\uc758 \uc2a4\ud0dd \ubcf5\uc7a1\uc131\uc744 \ub2e8\uc21c\ud654\ud569\ub2c8\ub2e4. RelationalAI \ubc0f Diffbot\ub294 \uc790\ub3d9\ud654\ub41c \uc2a4\ud0a4\ub9c8 \uc0dd\uc131\uc5d0 \uc9d1\uc911\ud558\uc5ec \uacf5\uc2dd \uc628\ud1a8\ub85c\uc9c0 \uc804\ubb38 \uc9c0\uc2dd\uc774 \ubd80\uc871\ud55c \ub370\uc774\ud130 \ud300\uc758 \uc628\ubcf4\ub529 \ub9c8\ucc30\uc744 \uc904\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc804\ub7b5\uc801 \ud30c\ud2b8\ub108\uc2ed\uc740 \uacf5\uae09\uc5c5\uccb4 \ud3ec\uc9c0\uc154\ub2dd\uc744 \ud615\uc131\ud569\ub2c8\ub2e4. Neo4j\ub294 Microsoft\uc640 \ud611\ub825\ud558\uc5ec \uadf8\ub798\ud504 \ucee4\ub125\ud130\ub97c Azure OpenAI \uc11c\ube44\uc2a4\uc5d0 \ud1b5\ud569\ud558\uc5ec \uace0\uac1d\uc774 GPT \ubaa8\ub378\uc744 \uc9c0\uc2dd \uadf8\ub798\ud504\ub85c \ubcf4\uac15\ud558\uae30 \uc27d\uac8c \ud569\ub2c8\ub2e4. Google Vertex AI\ub294 \uad00\ub9ac\ud615 Neptune-equivalent\uc5d0 \uc5f0\uacb0\ud558\uc5ec \uac1c\ubc1c\uc790\ub4e4\uc774 \ub2e8\uc77c \ucf58\uc194 \ub0b4\uc5d0\uc11c \uc5d0\uc774\uc804\ud2b8 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uad6c\ucd95\ud558\ub3c4\ub85d \uc7a5\ub824\ud569\ub2c8\ub2e4. IBM\uc740 Watson Knowledge Catalog\ub97c \ub354 \uad11\ubc94\uc704\ud55c \uaddc\uc81c \uc900\uc218 \ud504\ub808\uc784\uc6cc\ud06c\uc5d0 \ud1b5\ud569\ud558\uc5ec AI \uac70\ubc84\ub10c\uc2a4 \uc81c\ud488\uad70\uc744 \ud655\uc7a5\ud558\uace0, \uace0\ub3c4\ub85c \uaddc\uc81c\ub418\ub294 \uc0b0\uc5c5\uc744 \uacf5\ub7b5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ucd5c\uadfc \uc0b0\uc5c5 \ub3d9\ud5a5<\/p>\n<p>*   2025\ub144 1\uc6d4: WisdomAI\ub294 2,300\ub9cc \ub2ec\ub7ec\uc758 \uc790\uae08 \uc870\ub2ec\uc744 \ud1b5\ud574 \ucd94\ub860 \uc5d0\uc774\uc804\ud2b8\uc640 \uc9c0\uc2dd \ud328\ube0c\ub9ad \uae30\uc220\uc744 \uae30\uc5c5 BI \uc2a4\ud0dd\uc5d0 \ud1b5\ud569\ud558\uae30 \uc704\ud574 \ucd9c\ubc94\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   2024\ub144 11\uc6d4: PuppyGraph\ub294 \uad00\uacc4\ud615 \ub370\uc774\ud130\ub97c \ud1b5\ud569 \uadf8\ub798\ud504 \ubaa8\ub378\ub85c \ubcc0\ud658\ud558\ub294 \uc5d4\uc9c4\uc744 \uac00\uc18d\ud654\ud558\uae30 \uc704\ud574 500\ub9cc \ub2ec\ub7ec\ub97c \uc720\uce58\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   2024\ub144 6\uc6d4: Illumex\ub294 \uac70\ubc84\ub10c\uc2a4\ub41c \uc0dd\uc131\ud615 AI\ub97c \uc704\ud55c \uc2dc\ub9e8\ud2f1 \ub808\uc774\uc5b4 \uc0dd\uc131\uc744 \uc790\ub3d9\ud654\ud558\uae30 \uc704\ud574 1,300\ub9cc \ub2ec\ub7ec\ub97c \ud655\ubcf4\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   2024\ub144 4\uc6d4: Neo4j\ub294 Microsoft\uc640 \ud30c\ud2b8\ub108\uc2ed\uc744 \ub9fa\uace0 \uadf8\ub798\ud504 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0dd\uc131\ud615 AI \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 \ub0b4\uc7a5\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubcf8 \ubcf4\uace0\uc11c\ub294 \uc5d0\uc774\uc804\ud2b8 AI(Agentic AI)\ub97c \uc704\ud55c \uc2dc\ub9e8\ud2f1 \ub808\uc774\uc5b4 \ubc0f \uc9c0\uc2dd \uadf8\ub798\ud504 \uc2dc\uc7a5\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \ubd84\uc11d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc5f0\uad6c \uac00\uc815, \uc2dc\uc7a5 \uc815\uc758, \uc5f0\uad6c \ubc29\ubc95\ub860, \uc2dc\uc7a5 \uac1c\uc694, \ub3d9\uc778, \uc81c\uc57d \uc694\uc778, \uacf5\uae09\ub9dd \ubd84\uc11d, \uaddc\uc81c \ud658\uacbd, \uae30\uc220 \uc804\ub9dd, \ud3ec\ud130\uc758 5\uac00\uc9c0 \uacbd\uc7c1 \uc694\uc778 \ubd84\uc11d, \uac70\uc2dc \uacbd\uc81c \uc694\uc778 \ud3c9\uac00 \ub4f1\uc744 \ud3ec\ud568\ud558\uc5ec \uc2dc\uc7a5\uc758 \uc804\ubc18\uc801\uc778 \ud658\uacbd\uc744 \ub2e4\ub8f9\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uc131\uc7a5\uc758 \uc8fc\uc694 \ub3d9\uc778\uc73c\ub85c\ub294 LLM(\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378) \uae30\ubc18 \uc790\uc728 \uc5d0\uc774\uc804\ud2b8\uc758 \uae09\uc18d\ud55c \ucc44\ud0dd, \uc124\uba85 \uac00\ub2a5\ud55c AI \ubc0f \uac70\ubc84\ub10c\uc2a4 \ud504\ub808\uc784\uc6cc\ud06c\uc5d0 \ub300\ud55c \ud544\uc694\uc131 \uc99d\ub300, \uba40\ud2f0\ubaa8\ub2ec \ub370\uc774\ud130\uc758 \ud3ed\ubc1c\uc801\uc778 \uc99d\uac00\uc640 \uc774\uc5d0 \ub530\ub978 \uc758\ubbf8\ub860\uc801 \ud1b5\ud569 \uc694\uad6c, \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uadf8\ub798\ud504 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ud655\uc0b0\uc73c\ub85c \uc778\ud55c \uc9c4\uc785 \uc7a5\ubcbd \ud558\ud5a5, \ub274\ub85c-\uc2ec\ubcfc\ub9ad AI\uc758 \ubd80\uc0c1\uacfc \uc9c0\uc2dd \uadf8\ub798\ud504\uc758 \ud544\uc694\uc131, \uadf8\ub9ac\uace0 \ub0b4\ubd80 \uac1c\ubc1c\uc790 \ud50c\ub7ab\ud3fc\uc5d0 \uc2dc\ub9e8\ud2f1 \ub808\uc774\uc5b4\uac00 &#8216;\uc11c\ube44\uc2a4\ud615(as-a-service)&#8217;\uc73c\ub85c \ub0b4\uc7a5\ub418\ub294 \ucd94\uc138 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc694\uc778\ub4e4\uc740 \uac10\uc0ac \uac00\ub2a5\ud558\uace0 \uc0c1\ud669 \uc778\uc2dd\uc801\uc778 \uc758\uc0ac\uacb0\uc815\uc744 \uc81c\uacf5\ud558\ub294 \uc790\uc728 \uc5d0\uc774\uc804\ud2b8\uc5d0 \ub300\ud55c \uae30\uc5c5\uc758 \uc218\uc694\uc640 \uc124\uba85 \uac00\ub2a5\ud55c AI\uc5d0 \ub300\ud55c \uaddc\uc81c \uc555\ub825, \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uadf8\ub798\ud504 \uc11c\ube44\uc2a4\uc758 \ubc1c\uc804\uacfc \ub9de\ubb3c\ub824 \uc2dc\uc7a5\uc758 \ub192\uc740 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR)\uc744 \uacac\uc778\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubc18\uba74, \uc2dc\uc7a5\uc758 \uc8fc\uc694 \uc81c\uc57d \uc694\uc778\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc0ac\uc77c\ub85c \ubc0f \ubcf5\uc7a1\ud55c \ud1b5\ud569 \ubb38\uc81c, \uc628\ud1a8\ub85c\uc9c0 \ubc0f \uc9c0\uc2dd \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc804\ubb38\uac00\uc758 \ubd80\uc871\uacfc \ub192\uc740 \ube44\uc6a9, \ud45c\uc900 \ubca4\uce58\ub9c8\ud06c \ubc0f \ud22c\uc790 \uc218\uc775\ub960(ROI) \uc9c0\ud45c\uc758 \ubd80\uc7ac, \uadf8\ub9ac\uace0 \uc5d0\uc774\uc804\ud2b8 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uc5d0\uc11c \uc694\uad6c\ub418\ub294 \uc2e4\uc2dc\uac04 \uc9c0\uc5f0 \uc2dc\uac04 \uc81c\uc57d \ub4f1\uc774 \uc5b8\uae09\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc131\uc7a5 \uc804\ub9dd\uc740 \ub2e4\uc591\ud55c \uae30\uc900\uc73c\ub85c \ubd84\uc11d\ub429\ub2c8\ub2e4. \uad6c\uc131 \uc694\uc18c\ubcc4\ub85c\ub294 \ud50c\ub7ab\ud3fc \uc194\ub8e8\uc158\uc774 2024\ub144 \ub9e4\ucd9c\uc758 61.3%\ub97c \ucc28\uc9c0\ud558\uba70 \uac00\uc7a5 \ud070 \ube44\uc911\uc744 \ubcf4\uc785\ub2c8\ub2e4. \uc774\ub294 \ud1b5\ud569 \uc2a4\ud0dd\uc774 \uc6b4\uc601 \ubcf5\uc7a1\uc131\uc744 \uc904\uc774\uace0 \ubc30\ud3ec \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \ubc30\ud3ec \ubaa8\ub4dc\ubcc4\ub85c\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ubc30\ud3ec\uac00 57.8%\uc758 \uc810\uc720\uc728\ub85c \uc628\ud504\ub808\ubbf8\uc2a4 \ubaa8\ub378\uc744 \uc55e\uc11c\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ud0c4\ub825\uc801\uc778 \uc6a9\ub7c9, \uc18c\ube44 \uae30\ubc18 \uac00\uaca9 \ucc45\uc815, \uad00\ub9ac\ud615 \ubcf4\uc548 \uae30\ub2a5\uc774 \ud2b9\ud788 \uc911\uc18c\uae30\uc5c5\uc758 \uc9c4\uc785 \uc7a5\ubcbd\uc744 \ub0ae\ucd94\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubd84\uc57c\ub85c\ub294 \uc790\uc728 \uc5d0\uc774\uc804\ud2b8 \ubc0f \ub85c\ubd07 \uacf5\ud559, \ub514\uc9c0\ud138 \ud2b8\uc708 \ubc0f \uc2dc\ubbac\ub808\uc774\uc158, \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uc790\ub3d9\ud654 \ubc0f \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158, \uc758\uc0ac\uacb0\uc815 \uc778\ud154\ub9ac\uc804\uc2a4 \uc2dc\uc2a4\ud15c, \uac1c\uc778\ud654\ub41c \ube44\uc11c \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5\ubcc4\ub85c\ub294 BFSI(\uc740\ud589, \uae08\uc735 \uc11c\ube44\uc2a4 \ubc0f \ubcf4\ud5d8) \ubd80\ubb38\uc774 \uc5c4\uaca9\ud55c \ub370\uc774\ud130 \uacc4\ubcf4 \ubc0f \uac70\ubc84\ub10c\uc2a4 \uc758\ubb34\ub97c \ucda9\uc871\ud558\uace0 \uc2e4\uc2dc\uac04 \uc704\ud5d8 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ud22c\uba85\ud55c \uac10\uc0ac \ucd94\uc801\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\uc2dd \uadf8\ub798\ud504\uc758 \uc774\uc810 \ub54c\ubb38\uc5d0 \ucd08\uae30 \ucc44\ud0dd\uc790\ub85c\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc774 \uc678\uc5d0\ub3c4 \ud5ec\uc2a4\ucf00\uc5b4, \uc81c\uc870 \ubc0f \uc778\ub354\uc2a4\ud2b8\ub9ac 4.0, \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798, \uc815\ubd80 \ubc0f \uad6d\ubc29, \ud1b5\uc2e0 \ubc0f \ubbf8\ub514\uc5b4 \uc0b0\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc9c0\uc5ed\ubcc4\ub85c\ub294 \ubd81\ubbf8, \ub0a8\ubbf8, \uc720\ub7fd, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591, \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74 \ub4f1 \uc804 \uc138\uacc4 \uc8fc\uc694 \uc2dc\uc7a5\uc744 \ub300\uc0c1\uc73c\ub85c \ubd84\uc11d\uc774 \uc774\ub8e8\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n<p>\uacbd\uc7c1 \ud658\uacbd \ubd84\uc11d\uc5d0\uc11c\ub294 \uc2dc\uc7a5 \uc9d1\uc911\ub3c4, \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc758 \uc804\ub7b5\uc801 \uc6c0\uc9c1\uc784, \uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d\uc774 \ub2e4\ub8e8\uc5b4\uc9d1\ub2c8\ub2e4. Neo4j, Stardog, Ontotext, Cambridge Semantics, TigerGraph, Oracle, Microsoft, IBM, Amazon Web Services (Amazon Neptune), Google (Vertex AI \/ KG) \ub4f1 20\uac1c \uc774\uc0c1\uc758 \uc8fc\uc694 \uae30\uc5c5 \ud504\ub85c\ud544\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \uac01 \uae30\uc5c5\uc758 \uae00\ub85c\ubc8c \ubc0f \uc2dc\uc7a5 \uc218\uc900 \uac1c\uc694, \ud575\uc2ec \ubd80\ubb38, \uc7ac\ubb34 \uc815\ubcf4(\uac00\ub2a5\ud55c \uacbd\uc6b0), \uc804\ub7b5\uc801 \uc815\ubcf4, \uc2dc\uc7a5 \uc21c\uc704\/\uc810\uc720\uc728, \uc81c\ud488 \ubc0f \uc11c\ube44\uc2a4, \ucd5c\uadfc \uac1c\ubc1c \uc0ac\ud56d \ub4f1\uc774 \uc0c1\uc138\ud788 \uc81c\uc2dc\ub429\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 \uc2dc\uc7a5(white-space) \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 \uc131\uc7a5 \uc7a0\uc7ac\ub825\uc744 \ud30c\uc545\ud558\uace0 \uc804\ub7b5\uc744 \uc218\ub9bd\ud558\ub294 \ub370 \uc911\uc694\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-47014","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\/47014"}],"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=47014"}],"version-history":[{"count":0,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts\/47014\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/media?parent=47014"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/categories?post=47014"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/tags?post=47014"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}