{"id":53316,"date":"2026-02-23T12:16:24","date_gmt":"2026-02-23T12:16:24","guid":{"rendered":"https:\/\/www.globalresearch.co.kr\/insight\/explainable-ai-market-mordor\/"},"modified":"2026-04-03T14:44:50","modified_gmt":"2026-04-03T05:44:50","slug":"explainable-ai-market-mordor","status":"publish","type":"post","link":"https:\/\/www.globalresearch.co.kr\/insight\/explainable-ai-market-mordor\/","title":{"rendered":"\uc138\uacc4\uc758 \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc810\uc720\uc728 \ubd84\uc11d &#8211; \uc131\uc7a5 \ub3d9\ud5a5 \ubc0f \uc804\ub9dd (2026-2031\ub144)"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2026\/02\/explainable-ai-market-1714127714204-XAI-2.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\/explainable-ai-market-size-image-1770984564491.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 EU AI \ubc95 \ubc0f \uae30\ud0c0 \uc704\ud5d8 \uae30\ubc18 \uaddc\uc81c\ub85c \uc778\ud55c \ube60\ub978 \uaddc\uc815 \uc900\uc218 \uc9c0\ucd9c<\/li>\n<li class=\"toc-level-3\">4.2.2 \ubaa8\ub378 \uc911\uc2ec\uc5d0\uc11c \ub370\uc774\ud130 \uc911\uc2ec AI\ub85c\uc758 \uc804\ud658\uc73c\ub85c \uc778\ud55c \uc9c0\uc18d\uc801\uc778 \ud574\uc11d \uac00\ub2a5\uc131 \uc694\uad6c<\/li>\n<li class=\"toc-level-3\">4.2.3 XAI\ub97c \uae30\ubcf8\uc73c\ub85c \ub0b4\uc7a5\ud55c \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c AI \uac70\ubc84\ub10c\uc2a4 \uc2a4\uc704\ud2b8<\/li>\n<li class=\"toc-level-3\">4.2.4 \uc774\uc0ac\ud68c \uc218\uc900\uc758 &#8220;\ubaa8\ub378 \uc704\ud5d8&#8221; \uc870\uc0ac\ub97c \ubc1b\ub294 GenAI \ud30c\uc77c\ub7ff\uc758 \uae09\uc99d<\/li>\n<li class=\"toc-level-3\">4.2.5 \uae08\uc735 \uc11c\ube44\uc2a4 MRM \uc758\ubb34(SR 11-7, ECB \uac00\uc774\ub4dc)\uac00 XAI\ub97c \ud3ec\ud568\ud558\ub3c4\ub85d \ud655\ub300<\/li>\n<li class=\"toc-level-3\">4.2.6 Kubernetes \ubc0f MLOps\ub97c \uc704\ud574 \uc0c1\uc6a9\ud654\ub41c \uc624\ud508 \uc18c\uc2a4 \uc124\uba85 \uac00\ub2a5\uc131 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/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 \uac80\uc99d\ub41c \ub3c4\uba54\uc778\ubcc4 XAI \ubca4\uce58\ub9c8\ud06c\uc758 \ubd80\uc871<\/li>\n<li class=\"toc-level-3\">4.3.2 \ubaa8\ub378 \ub0b4\ubd80\ub97c \ub178\ucd9c\ud560 \ub54c IP \uacf5\uac1c\uc5d0 \ub300\ud55c \ubc95\uc801 \ubaa8\ud638\uc131<\/li>\n<li class=\"toc-level-3\">4.3.3 \uc778\uc9c0\ub41c \uc9c0\uc5f0 \uc2dc\uac04 \uc624\ubc84\ud5e4\ub4dc\ub85c \uc778\ud55c \ub370\uc774\ud130 \uacfc\ud559 \ud300\uc758 \uc800\ud56d<\/li>\n<li class=\"toc-level-3\">4.3.4 \ubd88\ud22c\uba85\ud55c GenAI \ubaa8\ub378\uc5d0 \uc124\uba85 \uac00\ub2a5\uc131\uc744 \uc18c\uae09 \uc801\uc6a9\ud560 \ub54c \uc99d\uac00\ud558\ub294 \ucd1d \uc18c\uc720 \ube44\uc6a9(TCO)<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.4 \uc0b0\uc5c5 \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 \uacf5\uae09\uc5c5\uccb4\uc758 \uad50\uc12d\ub825<\/li>\n<li class=\"toc-level-3\">4.7.2 \uad6c\ub9e4\uc790\uc758 \uad50\uc12d\ub825<\/li>\n<li class=\"toc-level-3\">4.7.3 \uc2e0\uaddc \uc9c4\uc785\uc790\uc758 \uc704\ud611<\/li>\n<li class=\"toc-level-3\">4.7.4 \ub300\uccb4\uc7ac\uc758 \uc704\ud611<\/li>\n<li class=\"toc-level-3\">4.7.5 \uacbd\uc7c1 \uac15\ub3c4<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.8 \uc0ac\uc6a9 \uc0ac\ub840 \ubd84\uc11d<\/li>\n<li class=\"toc-level-2\">4.9 \uc0ac\ub840 \uc5f0\uad6c \ubd84\uc11d<\/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 \uc81c\uacf5 \ubc29\uc2dd\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.1.1 \uc194\ub8e8\uc158<\/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 \ubc29\uc2dd\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<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.3 \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.3.1 BFSI<\/li>\n<li class=\"toc-level-3\">5.3.2 \ud5ec\uc2a4\ucf00\uc5b4<\/li>\n<li class=\"toc-level-3\">5.3.3 \uc81c\uc870<\/li>\n<li class=\"toc-level-3\">5.3.4 \uc18c\ub9e4<\/li>\n<li class=\"toc-level-3\">5.3.5 IT \ubc0f \ud1b5\uc2e0<\/li>\n<li class=\"toc-level-3\">5.3.6 \uae30\ud0c0 \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.4 \uc9c0\uc5ed\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.4.1 \ubd81\ubbf8<\/li>\n<li class=\"toc-level-3\">5.4.2 \ub0a8\ubbf8<\/li>\n<li class=\"toc-level-3\">5.4.3 \uc720\ub7fd<\/li>\n<li class=\"toc-level-3\">5.4.4 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591<\/li>\n<li class=\"toc-level-3\">5.4.5 \uc911\ub3d9 \ubc0f \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<\/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(\uc0ac\uc6a9 \uac00\ub2a5\ud55c \uacbd\uc6b0), \uc804\ub7b5 \uc815\ubcf4, \uc8fc\uc694 \uae30\uc5c5\uc758 \uc2dc\uc7a5 \uc21c\uc704\/\uc810\uc720\uc728, \uc81c\ud488 \ubc0f \uc11c\ube44\uc2a4, \ucd5c\uadfc \uac1c\ubc1c \ud3ec\ud568)\n<ul>\n<li class=\"toc-level-3\">6.4.1 IBM \ucf54\ud37c\ub808\uc774\uc158<\/li>\n<li class=\"toc-level-3\">6.4.2 \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ucf54\ud37c\ub808\uc774\uc158<\/li>\n<li class=\"toc-level-3\">6.4.3 \uad6c\uae00 LLC<\/li>\n<li class=\"toc-level-3\">6.4.4 \uc544\ub9c8\uc874 \uc6f9 \uc11c\ube44\uc2a4<\/li>\n<li class=\"toc-level-3\">6.4.5 \uc5d4\ube44\ub514\uc544 \ucf54\ud37c\ub808\uc774\uc158<\/li>\n<li class=\"toc-level-3\">6.4.6 \uc544\uc11c AI<\/li>\n<li class=\"toc-level-3\">6.4.7 \ud53c\ub4e4\ub7ec AI<\/li>\n<li class=\"toc-level-3\">6.4.8 \uc140\ub358<\/li>\n<li class=\"toc-level-3\">6.4.9 H2O.ai<\/li>\n<li class=\"toc-level-3\">6.4.10 \ub370\uc774\ud130\ub85c\ubd07<\/li>\n<li class=\"toc-level-3\">6.4.11 SAS \uc778\uc2a4\ud2f0\ud29c\ud2b8<\/li>\n<li class=\"toc-level-3\">6.4.12 \uc54c\ud130\ub9ad\uc2a4<\/li>\n<li class=\"toc-level-3\">6.4.13 \ub514\ud1a0.ai<\/li>\n<li class=\"toc-level-3\">6.4.14 \uc544\uba5c\ub9ac\uc544 US LLC<\/li>\n<li class=\"toc-level-3\">6.4.15 \uc778\ud154 \ucf54\ud37c\ub808\uc774\uc158<\/li>\n<li class=\"toc-level-3\">6.4.16 \uc5e0\ud30c\uc2dc\uc2a4<\/li>\n<li class=\"toc-level-3\">6.4.17 \uc561\uc13c\uce04\uc5b4<\/li>\n<li class=\"toc-level-3\">6.4.18 PwC<\/li>\n<li class=\"toc-level-3\">6.4.19 \uc544\ud1a0\uc2a4<\/li>\n<li class=\"toc-level-3\">6.4.20 \ucea1\uc81c\ubbf8\ub2c8<\/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>\uc124\uba85 \uac00\ub2a5\ud55c AI(XAI) \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc810\uc720\uc728 \ubd84\uc11d: 2031\ub144 \uc804\ub9dd<\/p>\n<p>\ubcf8 \ubcf4\uace0\uc11c\ub294 \uc124\uba85 \uac00\ub2a5\ud55c AI(Explainable AI, XAI) \uc2dc\uc7a5\uc758 \uaddc\ubaa8\uc640 \uc810\uc720\uc728\uc744 \ubd84\uc11d\ud558\uba70, 2026\ub144\ubd80\ud130 2031\ub144\uae4c\uc9c0\uc758 \uc131\uc7a5 \ub3d9\ud5a5 \ubc0f \uc608\uce21\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc2dc\uc7a5\uc740 \uc81c\uacf5 \ubc29\uc2dd(\uc194\ub8e8\uc158 \ubc0f \uc11c\ube44\uc2a4), \ubc30\ud3ec \ubc29\uc2dd(\ud074\ub77c\uc6b0\ub4dc \ubc0f \uc628\ud504\ub808\ubbf8\uc2a4), \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5(BFSI, \ud5ec\uc2a4\ucf00\uc5b4, \uc81c\uc870, \uc18c\ub9e4, IT \ubc0f \ud1b5\uc2e0 \ub4f1), \uadf8\ub9ac\uace0 \uc9c0\uc5ed\ubcc4\ub85c \uc138\ubd84\ud654\ub418\uc5b4 \uc788\uc73c\uba70, \uc2dc\uc7a5 \uc608\uce21\uc740 USD \uac00\uce58\ub97c \uae30\uc900\uc73c\ub85c \ud569\ub2c8\ub2e4.<\/p>\n<p># \uc2dc\uc7a5 \uac1c\uc694 \ubc0f \uc8fc\uc694 \uc218\uce58<\/p>\n<p>\uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5\uc740 2026\ub144\uc5d0 65\uc5b5 2\ucc9c\ub9cc \ub2ec\ub7ec \uaddc\ubaa8\ub85c \ucd94\uc815\ub418\uba70, 2025\ub144\uc758 63\uc5b5 3\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0\uc11c \uc131\uc7a5\ud558\uc5ec 2031\ub144\uc5d0\ub294 75\uc5b5 5\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0 \uc774\ub97c \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. 2026\ub144\ubd80\ud130 2031\ub144\uae4c\uc9c0\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR)\uc740 2.97%\ub85c \uc608\uc0c1\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 \uc608\uce21\ub418\uba70, \ubd81\ubbf8 \uc9c0\uc5ed\uc740 \uac00\uc7a5 \ud070 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud560 \uac83\uc73c\ub85c \ubcf4\uc785\ub2c8\ub2e4. \uc2dc\uc7a5 \uc9d1\uc911\ub3c4\ub294 \uc911\uac04 \uc218\uc900\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \uc9c0\uc18d\uc801\uc778 \uc131\uc7a5\uc740 \uc704\ud5d8 \uae30\ubc18 \uaddc\uc81c, \ud074\ub77c\uc6b0\ub4dc \uc6b0\uc120 \ubc30\ud3ec\uc758 \uacbd\uc81c\uc131, \uadf8\ub9ac\uace0 \uace0\uc704\ud5d8 \ubd80\ubb38\uc5d0\uc11c \ubaa8\ub378 \uc704\ud5d8\uc5d0 \ub300\ud55c \uc774\uc0ac\ud68c \uc218\uc900\uc758 \uac10\ub3c5 \uac15\ud654\uc5d0 \uc758\ud574 \ub4b7\ubc1b\uce68\ub429\ub2c8\ub2e4. EU AI Act, \ubbf8\uad6d \ubaa8\ub378 \uc704\ud5d8 \uc9c0\uce68, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc758 \uaddc\uc81c \uc870\ud654\ub294 \ud22c\uba85\uc131\uc744 \uc120\ud0dd \uc0ac\ud56d\uc774 \uc544\ub2cc &#8216;\uc6b4\uc601 \ud5c8\uac00&#8217;\uc758 \ud544\uc218 \uc694\uac74\uc73c\ub85c \uaca9\uc0c1\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. \uc9c0\uc18d\uc801\uc778 \ub370\uc774\ud130 \uc911\uc2ec \uac1c\ubc1c, \ud074\ub77c\uc6b0\ub4dc GPU \uc6a9\ub7c9 \ud655\uc7a5, \ud1b5\ud569 AI \uac70\ubc84\ub10c\uc2a4 \uc2a4\uc704\ud2b8\ub294 \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5 \uc804\ubc18\uc5d0 \uac78\uccd0 \ucc44\ud0dd\uc744 \ub354\uc6b1 \uac00\uc18d\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubaa8\ub378 \uad00\ucc30 \uac00\ub2a5\uc131, \ud3b8\ud5a5 \uc644\ud654, \uac10\uc0ac \uc900\ube44 \ubcf4\uace0 \uae30\ub2a5\uc744 \uacb0\ud569\ud560 \uc218 \uc788\ub294 \uacf5\uae09\uc5c5\uccb4\ub4e4\uc740 \uae30\uc5c5\ub4e4\uc774 \ud3ec\uc778\ud2b8 \ub3c4\uad6c\ub97c \uc5d4\ub4dc\ud22c\uc5d4\ub4dc \ud50c\ub7ab\ud3fc\uc73c\ub85c \ub300\uccb4\ud568\uc5d0 \ub530\ub77c \uac00\uc7a5 \ud070 \uae30\ud68c\ub97c \ud3ec\ucc29\ud560 \uc218 \uc788\ub294 \uc704\uce58\uc5d0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p># \uc8fc\uc694 \ubcf4\uace0\uc11c \uc694\uc57d<\/p>\n<p>*   \uc81c\uacf5 \ubc29\uc2dd\ubcc4: 2025\ub144 \uc194\ub8e8\uc158 \ubd80\ubb38\uc740 \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5 \uc810\uc720\uc728\uc758 73.20%\ub97c \ucc28\uc9c0\ud588\uc73c\uba70, \uc11c\ube44\uc2a4 \ubd80\ubb38\uc740 2031\ub144\uae4c\uc9c0 33.08%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<br \/>\n*   \ubc30\ud3ec \ubc29\uc2dd\ubcc4: 2025\ub144 \ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec\ub294 \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5 \ub9e4\ucd9c\uc758 66.20%\ub97c \ucc28\uc9c0\ud588\uc73c\uba70, 2026\ub144\ubd80\ud130 2031\ub144\uae4c\uc9c0 32.24%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c \ud655\uc7a5\ub420 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4.<br \/>\n*   \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5\ubcc4: 2025\ub144 BFSI(\uc740\ud589, \uae08\uc735 \uc11c\ube44\uc2a4 \ubc0f \ubcf4\ud5d8) \ubd80\ubb38\uc740 \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5 \uaddc\ubaa8\uc758 28.60%\ub97c \ucc28\uc9c0\ud588\uc73c\uba70, \ud5ec\uc2a4\ucf00\uc5b4 \ubd80\ubb38\uc740 2031\ub144\uae4c\uc9c0 39.26%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c \uae09\uc99d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<br \/>\n*   \uc9c0\uc5ed\ubcc4: 2025\ub144 \ubd81\ubbf8\ub294 \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5 \uaddc\ubaa8\uc758 42.40%\ub97c \ucc28\uc9c0\ud588\uc73c\uba70, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 2031\ub144\uae4c\uc9c0 30.41%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c \uae09\uc99d\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4.<\/p>\n<p># \uae00\ub85c\ubc8c \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5 \ub3d9\ud5a5 \ubc0f \ud1b5\ucc30\ub825<\/p>\n<p>\uc131\uc7a5 \ub3d9\uc778:<\/p>\n<p>*   EU AI Act \ubc0f \uad00\ub828 \uaddc\uc81c\ub85c \uc778\ud55c \uc2e0\uc18d\ud55c \uaddc\uc81c \uc900\uc218 \uc9c0\ucd9c: 2024\ub144 8\uc6d4 \ubc1c\ud6a8\ub41c EU AI Act\ub294 \uace0\uc704\ud5d8 \uc2dc\uc2a4\ud15c\uc5d0 \ub300\ud55c \uc778\uac04 \uac10\ub3c5, \uc704\ud5d8 \ubb38\uc11c\ud654, \uc54c\uace0\ub9ac\uc998 \ud22c\uba85\uc131\uc744 \uc758\ubb34\ud654\ud569\ub2c8\ub2e4. \ucd5c\ub300 3,500\ub9cc \uc720\ub85c\uc758 \ubc8c\uae08 \ubd80\uacfc \uac00\ub2a5\uc131\uc740 \uc124\uba85 \uac00\ub2a5\uc131\uc744 \ud45c\uc900 \uad00\ud589\uc73c\ub85c \ud3ec\ud568\ud558\ub294 \uac70\ubc84\ub10c\uc2a4 \ud504\ub85c\uadf8\ub7a8\uc5d0 \ub300\ud55c \uae34\uae09 \ud22c\uc790\ub97c \ucd09\ubc1c\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ubc95\uc548\uc758 \uc5ed\uc678 \uc801\uc6a9 \ubc94\uc704\ub294 \ube44EU \uacf5\uae09\uc5c5\uccb4\ub4e4\ub3c4 \uc81c\ud488\uc744 \uc870\uc815\ud558\ub3c4\ub85d \uac15\uc81c\ud558\uc5ec \ubd81\ubbf8 \ubc0f \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc758 \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5\uc744 \ud655\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc9c0\uc18d\uc801\uc778 \ud574\uc11d \uac00\ub2a5\uc131\uc744 \uc694\uad6c\ud558\ub294 \ubaa8\ub378 \uc911\uc2ec\uc5d0\uc11c \ub370\uc774\ud130 \uc911\uc2ec AI\ub85c\uc758 \uc804\ud658: \uaddc\uc81c \uae30\uad00\uacfc \uc2e4\ubb34\uc790\ub4e4\uc740 \uc131\ub2a5 \uc800\ud558\uac00 \uc885\uc885 \uc815\uc801 \uc54c\uace0\ub9ac\uc998\ubcf4\ub2e4\ub294 \ubcc0\ud654\ud558\ub294 \ub370\uc774\ud130\uc5d0\uc11c \ube44\ub86f\ub41c\ub2e4\ub294 \uc810\uc744 \uc778\uc2dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. 2024\ub144 \ubc1c\ud45c\ub41c FDA \uc9c0\uce68\uc740 \uc758\ub8cc\uae30\uae30 \uc81c\uc870\uc5c5\uccb4\uc5d0\uac8c \uc218\uba85 \uc8fc\uae30 \uc804\ubc18\uc5d0 \uac78\uccd0 \ub370\uc774\ud130 \ucd9c\ucc98 \ubc0f \uc7ac\ud6c8\ub828 \uc774\ubca4\ud2b8\ub97c \ucd94\uc801\ud558\ub3c4\ub85d \uc758\ubb34\ud654\ud569\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c \uae30\uc5c5\ub4e4\uc740 \ubaa8\ub4e0 \ucd94\ub860 \uc2dc \uc124\uba85\uc744 \uc0dd\uc131\ud558\uace0 \uc785\ub825 \uacc4\ubcf4\ub97c \ub9e4\ud551\ud558\ub294 \ud50c\ub7ab\ud3fc\uc744 \uc694\uad6c\ud558\uac8c \ub418\uc5c8\uc73c\uba70, \uc774\ub294 \ud1b5\ud569 \ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4 \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \uae30\ub2a5\uc744 \ud575\uc2ec \ucc28\ubcc4\ud654 \uc694\uc18c\ub85c \ub9cc\ub4e4\uace0 \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5\uc758 \ucd94\uac00 \uc218\uc775\uc744 \ucc3d\ucd9c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   XAI\ub97c \uae30\ubcf8\uc73c\ub85c \ub0b4\uc7a5\ud55c \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c AI \uac70\ubc84\ub10c\uc2a4 \uc2a4\uc704\ud2b8: \ud558\uc774\ud37c\uc2a4\ucf00\uc77c \uc81c\uacf5\uc5c5\uccb4\ub4e4\uc740 \uc124\uba85 \uac00\ub2a5\uc131\uc744 \uae30\ubcf8 \uc11c\ube44\uc2a4\uc5d0 \ud1b5\ud569\ud588\uc2b5\ub2c8\ub2e4. IBM\uc758 watsonx.governance\ub294 \ud3b8\ud5a5 \uc2a4\uce94 \ubc0f \uaddc\uc81c \uc900\uc218 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uc790\ub3d9\ud654\ud558\uba70, Google Cloud\uc758 Vertex Evaluation Service\ub294 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc5d0 \ub300\ud55c \ucd9c\ub825 \ud488\uc9c8 \uadfc\uac70\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. AWS\ub294 SageMaker\ub97c \ud655\uc7a5\ud558\uc5ec \ud6c8\ub828, \ubc30\ud3ec, \ubaa8\ub2c8\ud130\ub9c1 \ub2e8\uacc4 \uc804\ubc18\uc5d0 \uac78\uccd0 \ubaa8\ub378 \uc124\uba85 \uac00\ub2a5\uc131\uc744 \ud3ec\ud568\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ubcf8 \ud1b5\ud569\uc740 \ubc30\ud3ec \ub178\ub825\uc744 \uc904\uc774\uace0 \uc911\uacac \uae30\uc5c5\uc758 \ucc44\ud0dd\uc744 \uc720\ub3c4\ud558\uba70, \ub3c5\ub9bd\ud615 \uc804\ubb38 \uae30\uc5c5\ub4e4\uc758 \uacbd\uc7c1 \uae30\uc900\uc744 \ub192\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc774\uc0ac\ud68c \uc218\uc900\uc758 \ubaa8\ub378 \uc704\ud5d8 \uac80\ud1a0\uc5d0 \uc9c1\uba74\ud55c \uc0dd\uc131\ud615 AI(GenAI) \ud30c\uc77c\ub7ff\uc758 \uae09\uc99d: \uc0dd\uc131\ud615 AI\uc758 \ud655\uc0b0\uc740 \uc124\uba85 \uac00\ub2a5\uc131\uc744 \ub370\uc774\ud130 \uacfc\ud559 \uc758\uc81c\uc5d0\uc11c \uac70\ubc84\ub10c\uc2a4 \uc758\uc81c\ub85c \uc62e\uaca8\ub193\uc558\uc2b5\ub2c8\ub2e4. \uae08\uc735 \uc548\uc815 \uc704\uc6d0\ud68c(Financial Stability Board)\uc758 2024\ub144 11\uc6d4 \ud3c9\uac00\uc5d0 \ub530\ub974\uba74, \uc740\ud589\uc758 93%\uac00 AI\ub85c\ubd80\ud130 \uc218\uc775 \uc99d\ub300\ub97c \uae30\ub300\ud558\uc9c0\ub9cc \ud1b5\uc81c \ud14c\uc2a4\ud2b8\uc5d0 \uaca9\ucc28\uac00 \uc788\uc74c\uc744 \uc9c0\uc801\ud588\uc2b5\ub2c8\ub2e4. \uc774\uc0ac\ud68c \uac10\uc0ac \uc704\uc6d0\ud68c\ub294 \uc774\uc81c GenAI \ud504\ub85c\uadf8\ub7a8 \uc2b9\uc778 \uc804\uc5d0 \ud788\ud2b8\ub9f5 \uc2dc\uac01\ud654, \ud1a0\ud070 \uacbd\ub85c \uc124\uba85, \ud3b8\ud5a5 \ub300\uc2dc\ubcf4\ub4dc\ub97c \uc694\uad6c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ucd9c\ub825\uc758 \ubcf5\uc7a1\uc131\uc744 \ud574\uba85\ud560 \uc218 \uc788\ub294 \uacf5\uae09\uc5c5\uccb4\ub4e4\uc740 \ucf58\ud150\uce20 \uc0dd\uc131, \ucf54\ub529 \uc9c0\uc6d0, \uace0\uac1d \ub300\ud654 \uc2dc\uc2a4\ud15c\uc73c\ub85c \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5\uc774 \ud655\uc7a5\ub428\uc5d0 \ub530\ub77c \ud504\ub9ac\ubbf8\uc5c4 \uac00\uaca9\uc744 \ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uae08\uc735 \uc11c\ube44\uc2a4 MRM(\ubaa8\ub378 \uc704\ud5d8 \uad00\ub9ac) \uc758\ubb34\uc758 XAI \ud3ec\ud568 \ubc94\uc704 \ud655\ub300.<br \/>\n*   Kubernetes \ubc0f MLOps\ub97c \uc704\ud55c \uc624\ud508 \uc18c\uc2a4 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 \uc0c1\uc5c5\ud654.<\/p>\n<p>\uc131\uc7a5 \uc81c\uc57d \uc694\uc778:<\/p>\n<p>*   \uac80\uc99d\ub41c \ub3c4\uba54\uc778\ubcc4 XAI \ubca4\uce58\ub9c8\ud06c\uc758 \ubd80\uc871: \ud5ec\uc2a4\ucf00\uc5b4 \uc784\uc0c1\uc758, \uc740\ud589\uac00, \uaddc\uc81c \uae30\uad00\uc740 \ud1b5\uc77c\ub41c \ud569\uaca9\/\ubd88\ud569\uaca9 \uae30\uc900\uc774 \uc5c6\uae30 \ub54c\ubb38\uc5d0 \uc124\uba85 \ud488\uc9c8\uc744 \ube44\uad50\ud558\ub294 \ub370 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc2b5\ub2c8\ub2e4. \uac01 \uad6c\ud604\uc740 \ub9de\ucda4\ud615 \uc9c0\ud45c\ub97c \ub9cc\ub4e4\uc5b4\uc57c \ud558\ubbc0\ub85c \ud504\ub85c\uc81d\ud2b8 \uc77c\uc815\uc774 \uae38\uc5b4\uc9c0\uace0 \ucc44\ud0dd\uc774 \uc800\ud574\ub429\ub2c8\ub2e4.<br \/>\n*   \ubaa8\ub378 \ub0b4\ubd80 \ub178\ucd9c \uc2dc IP(\uc9c0\uc801 \uc7ac\uc0b0) \uacf5\uac1c\uc5d0 \ub300\ud55c \ubc95\uc801 \ubaa8\ud638\uc131: \uae30\uc5c5\ub4e4\uc740 \uc2ec\uce35\uc801\uc778 \uc124\uba85\uc774 \uc601\uc5c5 \ube44\ubc00\uc744 \ub178\ucd9c\ud560 \uc218 \uc788\ub2e4\uace0 \uc6b0\ub824\ud569\ub2c8\ub2e4. 2024\ub144 \ubc1c\ud45c\ub41c USPTO \uc9c0\uce68\uc740 \ud2b9\ud5c8 \uacf5\uac1c\uc640 \ub3c5\uc810 \ubcf4\ud638 \uc0ac\uc774\uc758 \uae34\uc7a5\uc744 \uac15\uc870\ud569\ub2c8\ub2e4. \ud2b9\ud788 \uae08\uc735 \uae30\uad00\ub4e4\uc740 \uc54c\uace0\ub9ac\uc998 \ud22c\uba85\uc131\uc744 \uacbd\uc7c1 \uc6b0\uc704\uc758 \uc7a0\uc7ac\uc801 \uc720\ucd9c\ub85c \uac04\uc8fc\ud569\ub2c8\ub2e4.<br \/>\n*   \ubcf5\uc7a1\ud55c \uba40\ud2f0\ubaa8\ub2ec \uc544\ud0a4\ud14d\ucc98\uc5d0 \ub300\ud55c \uc81c\ud55c\ub41c \ud574\uc11d \uac00\ub2a5\uc131.<br \/>\n*   \uc8fc\uc694 \uae30\uc220 \ud5c8\ube0c \uc678 XAI \uc804\ubb38 \uc778\ub825 \ubd80\uc871.<\/p>\n<p># \uc138\uadf8\uba3c\ud2b8 \ubd84\uc11d<\/p>\n<p>1. \uc81c\uacf5 \ubc29\uc2dd\ubcc4:<br \/>\n\uc194\ub8e8\uc158 \ubd80\ubb38\uc740 2025\ub144\uc5d0 46\uc5b5 3\ucc9c\ub9cc \ub2ec\ub7ec\uc758 \ub9e4\ucd9c\uc744 \uae30\ub85d\ud588\uc73c\uba70, \uae30\ub2a5 \uc18d\uc131 \ubc0f \ud3b8\ud5a5 \uc2a4\uce94\uc744 \uc790\ub3d9\ud654\ud558\ub294 \ud234\ud0b7 \ub77c\uc774\uc120\uc2a4 \uc99d\uac00\uc5d0 \ub530\ub77c \uc9c0\uc18d\uc801\uc73c\ub85c \ud655\uc7a5\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. MLOps \ud30c\uc774\ud504\ub77c\uc778, \ud074\ub77c\uc6b0\ub4dc \ucf58\uc194, \ub370\uc774\ud130 \uce74\ud0c8\ub85c\uadf8\uc640\uc758 \ud1b5\ud569 \uae4a\uc774\uac00 \uc911\uc694\ud55c \uad6c\ub9e4 \uae30\uc900\uc785\ub2c8\ub2e4. \uc774 \ubd80\ubb38\uc740 \ubc88\ub4e4 \ud50c\ub7ab\ud3fc \uacbd\uc81c\ud559\uc758 \uc774\uc810\uc744 \ub204\ub9bd\ub2c8\ub2e4. \uc989, \uacf5\uae09\uc5c5\uccb4\ub4e4\uc740 \ub4dc\ub9ac\ud504\ud2b8 \uac10\uc9c0\uc640 \ud568\uaed8 \uc124\uba85 \uac00\ub2a5\uc131\uc744 \ub0b4\uc7a5\ud558\uc5ec \ud3c9\uade0 \uacc4\uc57d \uac00\uce58\ub97c \ub192\uc785\ub2c8\ub2e4.<br \/>\n\uc11c\ube44\uc2a4\ub294 \ub9e4\ucd9c \uaddc\ubaa8\ub294 \uc791\uc9c0\ub9cc \uc131\uc7a5 \ub3d9\ub825\uc785\ub2c8\ub2e4. \uaddc\uc81c \uac10\uc0ac, \ubaa8\ub378 \uc704\ud5d8 \uc99d\uba85, AI \ub9ac\ud130\ub7ec\uc2dc \uc5ed\ub7c9 \uac15\ud654\ub294 \ubc18\ubcf5\uc801\uc778 \ucee8\uc124\ud305 \uc218\uc775\uc744 \ucc3d\ucd9c\ud569\ub2c8\ub2e4. \uc790\ubb38 \ud300\uc740 \ubc95\ub960 \ud14d\uc2a4\ud2b8\ub97c \uae30\uc220\uc801 \ud1b5\uc81c\ub85c \uc804\ud658\ud558\uace0, \ubaa8\ub378 \uacf5\uc815\uc131 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uba70, \uac10\ub3c5 \uae30\uad00 \uc81c\ucd9c \uc804\uc5d0 \ubb38\uc11c\ub97c \uac80\uc99d\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc5ed\ub7c9\uc740 \uc77c\ud68c\uc131 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud310\ub9e4\ub97c \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5 \uc804\ubc18\uc5d0 \uac78\uce5c \uc7a5\uae30\uc801\uc778 \uad00\ub9ac \uc11c\ube44\uc2a4 \uacc4\uc57d\uc73c\ub85c \uc804\ud658\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n<p>2. \ubc30\ud3ec \ubc29\uc2dd\ubcc4:<br \/>\n\ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec\ub294 2025\ub144 \uc9c0\ucd9c\uc758 66.20%\ub97c \ucc28\uc9c0\ud588\uc73c\uba70, \uc774\ub294 \ud558\uc774\ud37c\uc2a4\ucf00\uc77c\uc758 \ud0c4\ub825\uc131, \uacf5\uc720 GPU \ud480\uc758 \uacbd\uc81c\uc131, \uadf8\ub9ac\uace0 \uc9c4\ud654\ud558\ub294 \uaddc\uc81c\uc5d0 \ubc1c\ub9de\ucd98 \uc911\uc559 \uc9d1\uc911\uc2dd \uc5c5\ub370\uc774\ud2b8\ub97c \ubc18\uc601\ud569\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec\uac00 \ucc28\uc9c0\ud558\ub294 \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5 \uc810\uc720\uc728\uc740 \uc9c4\uc785 \uc7a5\ubcbd\uc744 \ub0ae\ucd94\ub294 \uc885\ub7c9\uc81c(pay-as-you-go) \uac00\uaca9 \ucc45\uc815\uc73c\ub85c \uc778\ud574 \uc628\ud504\ub808\ubbf8\uc2a4 GPU \ud074\ub7ec\uc2a4\ud130\ub97c \uc815\ub2f9\ud654\ud560 \uc218 \uc5c6\ub294 \uc911\uacac \uae30\uc5c5\ub4e4\uc5d0\uac8c \ub9e4\ub825\uc801\uc785\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uacf5\uae09\uc5c5\uccb4\ub4e4\uc774 \uc9c0\uc5ed\ubcc4 \uc81c\uc5b4\ub97c \ud1b5\uc77c\ub41c \ucf58\uc194\uc5d0\uc11c \uc81c\uacf5\ud568\uc5d0 \ub530\ub77c \uad6d\uacbd \uac04 \uaddc\uc81c \uc900\uc218\ub97c \ub2e8\uc21c\ud654\ud569\ub2c8\ub2e4.<br \/>\n\uc628\ud504\ub808\ubbf8\uc2a4 \uc124\uce58\ub294 \uad6d\ubc29 \ubc0f \uc911\uc694 \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub370\uc774\ud130 \uc8fc\uad8c \ud658\uacbd\uc5d0\uc11c \uc9c0\uc18d\ub429\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ud2b9\ud788 \uace0\uae09 GPU\uc758 \ubc18\ub3c4\uccb4 \ubd80\uc871\uc740 \ud655\uc7a5\uc744 \ubc29\ud574\ud569\ub2c8\ub2e4. \ud558\uc774\ube0c\ub9ac\ub4dc \ud328\ud134\uc774 \ub4f1\uc7a5\ud558\uc5ec \uac1c\ubc1c\uc790\ub4e4\uc740 \ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uace0 \uc124\uba85\ud55c \ub2e4\uc74c, \ucd94\ub860 \ub7f0\ud0c0\uc784\uc744 \ubcf4\uc548 \ub370\uc774\ud130 \uc13c\ud130\ub85c \ud3ec\ud305\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc29\uc2dd\uc740 \ub85c\uceec \ub178\ub4dc\uc758 \uc644\ub9cc\ud55c \uc131\uc7a5\uc744 \uc720\uc9c0\ud558\uba74\uc11c \ud074\ub77c\uc6b0\ub4dc\uac00 \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5 \ub0b4\uc5d0\uc11c \uc804\ub7b5\uc801 \ub9ac\ub354\uc2ed\uc744 \uc720\uc9c0\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n<p>3. \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5\ubcc4:<br \/>\nBFSI\ub294 2025\ub144 \ub9e4\ucd9c\uc758 28.60%\ub97c \ucc28\uc9c0\ud558\uba70, 10\ub144\uac04\uc758 \ubaa8\ub378 \uc704\ud5d8 \uaddc\uc81c\ub97c \uac15\uc870\ud569\ub2c8\ub2e4. \uc2e0\uc6a9, \uc0ac\uae30, \uac70\ub798 \ubd80\uc11c\ub294 \uac10\uc0ac \ucd94\uc801\uc744 \uc704\ud574 \uc0ac\ud6c4 \uc124\uba85\uc744 \ud65c\uc6a9\ud569\ub2c8\ub2e4. \ud5ec\uc2a4\ucf00\uc5b4\ub294 \uac00\uc7a5 \ud070 \uae30\ud68c \uc601\uc5ed\uc785\ub2c8\ub2e4. FDA\uc758 2024\ub144 \uc758\ub8cc\uae30\uae30 \uc9c0\uce68 \uc774\ud6c4, \uc774 \ubd80\ubb38\uc740 2031\ub144\uae4c\uc9c0 \uc5f0\uac04 39.26% \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uce21\ub429\ub2c8\ub2e4. \ud5ec\uc2a4\ucf00\uc5b4 \ubd80\ubb38\uc758 \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5 \uaddc\ubaa8\ub294 \uc784\uc0c1 \uc774\ud574\uad00\uacc4\uc790\ub4e4\uc774 \uc9c4\ub2e8 \uacb0\uacfc\ub97c \ud658\uc790 \uacbd\ub85c\uc5d0 \ud1b5\ud569\ud558\uae30 \uc804\uc5d0 \uc54c\uace0\ub9ac\uc998\uc758 \uba85\ud655\uc131\uc744 \uc694\uad6c\ud568\uc5d0 \ub530\ub77c \uac00\uc7a5 \ube60\ub974\uac8c \ud655\uc7a5\ub420 \uac83\uc785\ub2c8\ub2e4.<br \/>\n\uc81c\uc870, \uc18c\ub9e4, IT-\ud1b5\uc2e0 \ubd80\ubb38\uc740 Industry 5.0 \ubc0f \ucd08\uac1c\uc778\ud654 \uc774\ub2c8\uc154\ud2f0\ube0c\uc5d0 \ud798\uc785\uc5b4 10% \uc911\ubc18\ub300\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc2a4\ub9c8\ud2b8 \ud329\ud1a0\ub9ac \ud604\uc7a5\uc758 \uc791\uc5c5\uc790\ub4e4\uc740 \uc608\uce21 \uc720\uc9c0\ubcf4\uc218 \uacbd\uace0\ub97c \uc815\ub2f9\ud654\ud558\uae30 \uc704\ud574 \uae30\ub2a5 \uc911\uc694\ub3c4 \uc21c\uc704\ub97c \ud45c\uc2dc\ud558\ub294 \uc778\uac04-\uae30\uacc4 \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc18c\ub9e4\uc5c5\uccb4\ub4e4\uc740 \uc18c\ube44\uc790 \ub370\uc774\ud130 \uc9c0\uce68\uc744 \uc900\uc218\ud558\uae30 \uc704\ud574 \uace0\uac1d \uce21 \uc124\uba85\uc744 \ud3ec\ud568\ud55c \ucd94\ucc9c \uc5d4\uc9c4\uc744 \ubc30\ud3ec\ud558\uc5ec \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5 \uc804\ubc18\uc758 \uc218\uc775 \ud750\ub984\uc744 \ub354\uc6b1 \ub2e4\uc591\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p># \uc9c0\uc5ed \ubd84\uc11d<\/p>\n<p>*   \ubd81\ubbf8: 2025\ub144 \ub9e4\ucd9c\uc758 42.40%\ub97c \ucc28\uc9c0\ud588\uc73c\uba70, \uc131\uc219\ud55c BFSI \ubc0f \ud5ec\uc2a4\ucf00\uc5b4 \uc0dd\ud0dc\uacc4\uac00 \uaddc\uc81c \uc900\uc218 \uc900\ube44\uac00 \ub41c AI \ub3c4\uad6c\ub97c \uc694\uad6c\ud588\uc2b5\ub2c8\ub2e4. \uc774 \uc9c0\uc5ed\uc740 \uc5f0\ubc29 \uc900\ube44 \uc740\ud589 SR 11-7 \uae30\ub300\uce58, FDA \ud22c\uba85\uc131 \uc758\ubb34, \uadf8\ub9ac\uace0 \ucc44\ud0dd\uc744 \uac00\uc18d\ud654\ud558\ub294 \uc9d1\uc911\ub41c \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\uc758 \uc774\uc810\uc744 \ub204\ub9bd\ub2c8\ub2e4. \ubca4\ucc98 \ud380\ub529\uacfc \uae30\uc5c5 R&#038;D\ub294 \uc2a4\ud0c0\ud2b8\uc5c5\uacfc \ud50c\ub7ab\ud3fc \uac70\ub300 \uae30\uc5c5\uc758 \uac15\ub825\ud55c \uacf5\uae09\ub9dd\uc744 \ub4b7\ubc1b\uce68\ud558\uc5ec \ud601\uc2e0 \uc8fc\uae30\ub97c \ub2e8\ucd95\ud558\uace0 \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5\uc5d0\uc11c \ud504\ub9ac\ubbf8\uc5c4 \ub77c\uc774\uc120\uc2a4 \uac00\uaca9\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4.<br \/>\n*   \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591: 2031\ub144\uae4c\uc9c0 30.41%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud558\uba70 \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\ub294 \uc9c0\uc5ed\uc785\ub2c8\ub2e4. \uc77c\ubcf8\uc758 AI \uc2dc\uc7a5\uc774 2024\ub144 45\uc5b5 \ub2ec\ub7ec\uc5d0\uc11c 2027\ub144 73\uc5b5 \ub2ec\ub7ec\ub85c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub418\ub294 \uac83\uc740 \uad6d\uac00\uc801 \ubaa8\uba58\ud140\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc2f1\uac00\ud3ec\ub974 \ud1b5\ud654\uccad(Monetary Authority of Singapore)\uc740 \ucc45\uc784 \uc788\ub294 AI \ud234\ud0b7\uc744 \uc7a5\ub824\ud558\uace0 \uc788\uc73c\uba70, \uc911\uad6d\uc758 \uc0dd\uc131\ud615 AI \uc784\uc2dc \uc870\uce58\ub294 \uc54c\uace0\ub9ac\uc998 \ud22c\uba85\uc131\uc744 \uac15\uc81c\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc815\ucc45\ub4e4\uc740 \uc0c1\ub2f9\ud55c \ud604\uc9c0 \uc218\uc694\ub97c \ucc3d\ucd9c\ud558\uc9c0\ub9cc, \uc9c0\uc5ed \ud074\ub77c\uc6b0\ub4dc \uc81c\uacf5\uc5c5\uccb4\uc5d0 \uc720\ub9ac\ud55c \ud604\uc9c0\ud654 \uacfc\uc81c\ub3c4 \ubd80\uacfc\ud569\ub2c8\ub2e4. \ud604\uc9c0 \uc5b8\uc5b4 \ucc98\ub9ac \ubc0f \ubb38\ud654\uc801\uc73c\ub85c \uc801\uc751\ub41c \uc124\uba85\uc740 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc5d0\uc11c \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5\uc774 \uc131\uc219\ud568\uc5d0 \ub530\ub77c \uc194\ub8e8\uc158\uc744 \ub354\uc6b1 \ucc28\ubcc4\ud654\ud569\ub2c8\ub2e4.<br \/>\n*   \uc720\ub7fd: \ubd81\ubbf8\uc758 \uaddc\ubaa8\uc640 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591\uc758 \uc18d\ub3c4 \uc0ac\uc774\uc5d0 \uc704\uce58\ud569\ub2c8\ub2e4. EU AI Act\ub294 \uc720\ub7fd \uc5f0\ud569\uc744 \uace0\uc704\ud5d8 \uc2dc\uc2a4\ud15c \uac70\ubc84\ub10c\uc2a4\uc758 \uc0ac\uc2e4\uc0c1 \uae00\ub85c\ubc8c \uae30\uc900\uc73c\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uac8c \ud569\ub2c8\ub2e4. \uacf5\uae09\uc5c5\uccb4\ub294 \ubaa8\ub4e0 EU \uacf5\uc2dd \uc5b8\uc5b4\ub85c \ubb38\uc11c\ud654 \ud15c\ud50c\ub9bf, \ud3b8\ud5a5 \ud14c\uc2a4\ud2b8 \ubaa8\ub4c8, \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub300\uc2dc\ubcf4\ub4dc\ub97c \uc81c\uacf5\ud574\uc57c \ud569\ub2c8\ub2e4. \uad6c\ud604 \ubcf5\uc7a1\uc131\uc740 \ub192\uc9c0\ub9cc, \ud50c\ub7ab\ud3fc\uc774 \uc77c\ub2e8 \ub0b4\uc7a5\ub418\uba74 \uc804\ud658 \ube44\uc6a9\ub3c4 \ub192\uc544\uc9d1\ub2c8\ub2e4. \ub370\uc774\ud130 \uc8fc\uad8c \uc120\ud638\ub294 \uc8fc\uad8c \ud074\ub77c\uc6b0\ub4dc(sovereign-cloud) \uc81c\ud488\uc5d0 \ub300\ud55c \uad00\uc2ec\ub3c4 \uc720\ub3c4\ud558\uc5ec \ub354 \ub113\uc740 \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5 \ub0b4\uc5d0\uc11c \uc720\ub7fd \uc81c\uacf5\uc5c5\uccb4\ub97c \uc704\ud55c \ud2c8\uc0c8\uc2dc\uc7a5\uc744 \uac1c\ucc99\ud569\ub2c8\ub2e4.<\/p>\n<p># \uacbd\uc7c1 \ud658\uacbd<\/p>\n<p>\uc2dc\uc7a5\uc740 \uc911\uac04 \uc815\ub3c4\uc758 \ud30c\ud3b8\ud654\ub97c \ubcf4\uc785\ub2c8\ub2e4. IBM, Microsoft, Amazon, Google\uc740 \uae30\uc874 \uace0\uac1d \uae30\ubc18\uacfc \uc0dd\ud0dc\uacc4 \uc885\uc18d\uc131\uc744 \ud65c\uc6a9\ud558\uc5ec \uc8fc\ub825 AI \uc11c\ube44\uc2a4\uc5d0 \uc124\uba85 \uac00\ub2a5\uc131\uc744 \ub0b4\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub4e4\uc758 \uaddc\ubaa8 \uc774\uc810\uc740 R&#038;D, \uaddc\uc81c \uc900\uc218 \ub9e4\ud551, \uc5e3\uc9c0-\ud074\ub77c\uc6b0\ub4dc \ud1b5\ud569\uc744 \ud3ec\uad04\ud558\uba70, \uc774\ub294 \uc911\uacac \uacbd\uc7c1\uc5c5\uccb4\ub4e4\uc774 \ub530\ub77c\uc7a1\uae30 \uc5b4\ub824\uc6b4 \ubd80\ubd84\uc785\ub2c8\ub2e4. \uc774\ub4e4 \uc120\ub3c4 \uae30\uc5c5\uc740 \uc8fc\ub85c \ub3c5\ub9bd\ud615 \ub77c\uc774\uc120\uc2a4\ubcf4\ub2e4\ub294 \ud50c\ub7ab\ud3fc \uc18c\ube44\ub97c \ud1b5\ud574 \uc218\uc775\uc744 \ucc3d\ucd9c\ud558\uc5ec \ubc88\ub4e4 \ucc44\ud0dd\uc744 \ud1b5\ud574 \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5\uc744 \ud655\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>Fiddler AI, Arthur AI, H2O.ai\uc640 \uac19\uc740 \uc804\ubb38 \uae30\uc5c5\ub4e4\uc740 \ub354 \uc2ec\uce35\uc801\uc778 \uc9c4\ub2e8, \ub3c4\uba54\uc778 \ud329, \uac1c\ubc29\ud615 \uc544\ud0a4\ud14d\ucc98 \ucee4\ub125\ud130\ub97c \ud1b5\ud574 \ucc28\ubcc4\ud654\ud569\ub2c8\ub2e4. \ubca4\ucc98 \ud380\ub529\uc740 \ube60\ub978 \ubc18\ubcf5 \uc8fc\uae30\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Fiddler\ub294 \uad00\ucc30 \uac00\ub2a5\uc131 \uae30\ub2a5 \ud655\uc7a5\uc744 \uc704\ud574 \ub204\uc801 \uc2dc\ub9ac\uc988 B \uc790\uae08\uc73c\ub85c 5\ucc9c\ub9cc \ub2ec\ub7ec\ub97c \ud655\ubcf4\ud588\uc2b5\ub2c8\ub2e4. \uc804\ub7b5\uc801 \uc778\uc218\ub3c4 \ud65c\ubc1c\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. Snowflake\ub294 Truera\ub97c \uc778\uc218\ud558\uc5ec \ub370\uc774\ud130 \ud074\ub77c\uc6b0\ub4dc \ub0b4\uc5d0 XAI\ub97c \ub0b4\uc7a5\ud588\uc73c\uba70, Nvidia\ub294 \ubaa8\ub378 \ubd84\uc11d \uac15\ud654\ub97c \uc704\ud574 Lepton AI \uc778\uc218\uc5d0 \uad00\uc2ec\uc744 \ud45c\uba85\ud588\uc2b5\ub2c8\ub2e4. Capgemini \ubc0f PwC\uc640 \uac19\uc740 \uae00\ub85c\ubc8c \uc2dc\uc2a4\ud15c \ud1b5\ud569\uc5c5\uccb4(GSI)\uc640\uc758 \ud30c\ud2b8\ub108\uc2ed\uc740 \uae00\ub85c\ubc8c \ubc30\uc1a1 \ub124\ud2b8\uc6cc\ud06c\uac00 \ubd80\uc871\ud55c \ub3c4\uad6c \uc81c\uc791\uc5c5\uccb4\uc758 \uc11c\ube44\uc2a4 \ubc94\uc704\ub97c \ud655\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<p>2024\ub144 USPTO\uc758 AI \uc9c0\uce68 \uc774\ud6c4 \ud2b9\ud5c8 \ucd9c\uc6d0 \uc18d\ub3c4\uac00 \uc99d\uac00\ud588\uc2b5\ub2c8\ub2e4. \uac70\ub300 \uae30\uc5c5\ub4e4\uc774 \uc591\uc801\uc73c\ub85c \uc9c0\ubc30\ud558\ub294 \ubc18\uba74, \ud2c8\uc0c8 \uc81c\uacf5\uc5c5\uccb4\ub4e4\uc740 \ubc18\uc0ac\uc2e4\uc801 \uc124\uba85 \ubc0f \uba40\ud2f0\ubaa8\ub2ec \uc18d\uc131\uacfc \uac19\uc740 \uc54c\uace0\ub9ac\uc998\ubcc4 \uccad\uad6c\uc5d0 \uc9d1\uc911\ud569\ub2c8\ub2e4. \uc9c0\uc801 \uc7ac\uc0b0\uad8c \uacbd\uc7c1\uc740 \uacbd\uc7c1\uc758 \uc2dc\uae09\uc131\uacfc \ubc29\ubc95\ub860\uc744 \uacf5\uac1c\ub85c\ubd80\ud130 \ubcf4\ud638\ud574\uc57c \ud560 \ud544\uc694\uc131\uc744 \ubaa8\ub450 \uac15\uc870\ud558\uba70, \uc55e\uc11c \uc5b8\uae09\ub41c \ubc95\uc801 \ubaa8\ud638\uc131\uc774\ub77c\ub294 \uc81c\uc57d \uc694\uc778\uc744 \uac15\ud654\ud569\ub2c8\ub2e4. \uc804\ubc18\uc801\uc73c\ub85c \uae30\uc220 \ucc28\ubcc4\ud654, \uaddc\uc81c \uc900\uc218, \uc0dd\ud0dc\uacc4 \ud30c\ud2b8\ub108\uc2ed\uc774 \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5 \ub0b4 \uacbd\uc7c1\uc744 \ud615\uc131\ud558\ub294 \uc8fc\uc694 \ub3d9\uc778\uc785\ub2c8\ub2e4.<\/p>\n<p># \uc8fc\uc694 \uc2dc\uc7a5 \ucc38\uc5ec \uae30\uc5c5<\/p>\n<p>*   IBM Corporation<br \/>\n*   Microsoft Corporation<br \/>\n*   Amelia US LLC<br \/>\n*   Google LLC<br \/>\n*   Arthur.ai<\/p>\n<p># \ucd5c\uadfc \uc0b0\uc5c5 \ub3d9\ud5a5<\/p>\n<p>*   2025\ub144 6\uc6d4: Fiddler AI\ub294 Carahsoft\uc640 \ud30c\ud2b8\ub108\uc2ed\uc744 \ub9fa\uace0 \ubbf8\uad6d \uacf5\uacf5 \ubd80\ubb38 \uae30\uad00 \uc804\ubc18\uc5d0 \uac78\uccd0 AI \uad00\ucc30 \uac00\ub2a5\uc131\uc744 \ud655\uc7a5\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   2025\ub144 4\uc6d4: Artisan\uc740 Glade Brook Capital\uc774 \uc8fc\ub3c4\ud558\ub294 2,500\ub9cc \ub2ec\ub7ec \uaddc\ubaa8\uc758 \uc2dc\ub9ac\uc988 A \ud22c\uc790\ub97c \uc720\uce58\ud558\uc5ec \uc124\uba85 \uac00\ub2a5\ud55c \uc601\uc5c5 \uc5d0\uc774\uc804\ud2b8 \ud50c\ub7ab\ud3fc\uc744 \ud655\uc7a5\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   2025\ub144 3\uc6d4: Nvidia\ub294 \ubaa8\ub378 \uc124\uba85 \ub3c4\uad6c\ub97c \uac15\ud654\ud558\uae30 \uc704\ud574 \uc218\uc5b5 \ub2ec\ub7ec \uaddc\ubaa8\ub85c Lepton AI\ub97c \uc778\uc218\ud560 \uc758\uc0ac\ub97c \ubc1c\ud45c\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   2025\ub144 2\uc6d4: Together AI\ub294 3\uc5b5 5\ubc31\ub9cc \ub2ec\ub7ec \uaddc\ubaa8\uc758 \uc2dc\ub9ac\uc988 B \ud22c\uc790\ub97c \ud655\ubcf4\ud558\uc5ec \uae30\uc5c5 \uac00\uce58\ub97c 33\uc5b5 \ub2ec\ub7ec\ub85c \ub04c\uc5b4\uc62c\ub838\uc73c\uba70, \ud22c\uba85\uc131 \uae30\ub2a5\uc744 \uac15\uc870\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubcf8 \ubcf4\uace0\uc11c\ub294 \uc124\uba85 \uac00\ub2a5\ud55c AI(Explainable AI, XAI) \uc2dc\uc7a5\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \ubd84\uc11d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. XAI\ub294 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc758 \uacb0\uacfc\ubb3c\uc744 \uc778\uac04 \uc0ac\uc6a9\uc790\uac00 \uc774\ud574\ud558\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\ub294 \uc77c\ub828\uc758 \ud504\ub85c\uc138\uc2a4, \ub3c4\uad6c \ubc0f \ubc29\ubc95\ub860\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub294 AI \ubaa8\ub378\uc758 \uc791\ub3d9 \ubc29\uc2dd, \uc608\uc0c1\ub418\ub294 \uc601\ud5a5, \uc7a0\uc7ac\uc801 \ud3b8\ud5a5\uc744 \uba85\ud655\ud788 \uc124\uba85\ud558\uba70, \ubaa8\ub378\uc758 \uc815\ud655\uc131, \uacf5\uc815\uc131, \ud22c\uba85\uc131 \ubc0f AI \uae30\ubc18 \uc758\uc0ac\uacb0\uc815\uc758 \uacb0\uacfc\ub97c \ud2b9\uc9d5\uc9d3\uc2b5\ub2c8\ub2e4. \uc870\uc9c1\uc774 AI \ubaa8\ub378\uc744 \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0 \ubc30\ud3ec\ud560 \ub54c \uc2e0\ub8b0\ub97c \uad6c\ucd95\ud558\uace0 \ucc45\uc784\uac10 \uc788\ub294 AI \uac1c\ubc1c \uacbd\ub85c\ub97c \ucc44\ud0dd\ud558\ub294 \ub370 XAI\ub294 \ud544\uc218\uc801\uc778 \uc694\uc18c\ub85c \uac15\uc870\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5\uc740 2026\ub144 65.2\uc5b5 \ub2ec\ub7ec \uaddc\ubaa8\uc5d0\uc11c 2031\ub144\uc5d0\ub294 75.5\uc5b5 \ub2ec\ub7ec\uc5d0 \uc774\ub97c \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \ud2b9\ud788 \ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec \ubaa8\ub378\uc740 2025\ub144 66.20%\uc758 \ub9e4\ucd9c \uc810\uc720\uc728\uc744 \uae30\ub85d\ud558\uba70 \uc2dc\uc7a5\uc744 \uc120\ub3c4\ud558\uace0 \uc788\uc73c\uba70, \ud655\uc7a5 \uac00\ub2a5\ud55c GPU \uc811\uadfc\uc131\uacfc \uc2e0\uc18d\ud55c \uaddc\uc81c \uc900\uc218 \uc5c5\ub370\uc774\ud2b8 \ub355\ubd84\uc5d0 32.24%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR)\ub85c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5 \uc911 \ud5ec\uc2a4\ucf00\uc5b4 \ubd80\ubb38\uc740 2031\ub144\uae4c\uc9c0 39.26%\uc758 \uac00\uc7a5 \ube60\ub978 CAGR\uc744 \ubcf4\uc774\uba70 \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uce21\ub429\ub2c8\ub2e4. \uc774\ub294 2024\ub144 FDA\uac00 AI \uae30\ubc18 \uc758\ub8cc\uae30\uae30\uc5d0 \ub300\ud55c \uc9c0\uc18d\uc801\uc778 \ud22c\uba85\uc131\uc744 \uc694\uad6c\ud558\ub294 \uc9c0\uce68\uc744 \ubc1c\ud45c\ud55c \ub370 \ub530\ub978 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>XAI \uc2dc\uc7a5 \uc131\uc7a5\uc744 \uacac\uc778\ud558\ub294 \uc8fc\uc694 \uc694\uc778\ub4e4\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. \uccab\uc9f8, EU AI Act \ubc0f \uae30\ud0c0 \uc704\ud5d8 \uae30\ubc18 \uaddc\uc81c(\uc608: \ucd5c\ub300 3,500\ub9cc \uc720\ub85c\uc758 \ubc8c\uae08 \ubd80\uacfc)\ub85c \uc778\ud574 \uae30\uc5c5\ub4e4\uc758 \uaddc\uc81c \uc900\uc218 \uad00\ub828 \uc9c0\ucd9c\uc774 \uae09\uc99d\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub458\uc9f8, \ubaa8\ub378 \uc911\uc2ec AI\uc5d0\uc11c \ub370\uc774\ud130 \uc911\uc2ec AI\ub85c\uc758 \uc804\ud658\uc774 \uac00\uc18d\ud654\ub418\uba74\uc11c \uc9c0\uc18d\uc801\uc778 \ud574\uc11d \uac00\ub2a5\uc131\uc5d0 \ub300\ud55c \uc694\uad6c\uac00 \uc99d\ub300\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc14b\uc9f8, XAI \uae30\ub2a5\uc774 \uae30\ubcf8\uc73c\ub85c \ub0b4\uc7a5\ub41c \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c AI \uac70\ubc84\ub10c\uc2a4 \uc194\ub8e8\uc158\uc758 \ucc44\ud0dd\uc774 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub137\uc9f8, \uc0dd\uc131\ud615 AI(GenAI) \ud30c\uc77c\ub7ff \ud504\ub85c\uc81d\ud2b8\uac00 \ub298\uc5b4\ub098\uba74\uc11c \uc774\uc0ac\ud68c \uc218\uc900\uc5d0\uc11c &#8216;\ubaa8\ub378 \uc704\ud5d8&#8217;\uc5d0 \ub300\ud55c \uba74\ubc00\ud55c \uc870\uc0ac\uac00 \uc774\ub8e8\uc5b4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc12f\uc9f8, SR 11-7, ECB \uac00\uc774\ub4dc \ub4f1 \uae08\uc735 \uc11c\ube44\uc2a4 \ubd80\ubb38\uc758 \ubaa8\ub378 \uc704\ud5d8 \uad00\ub9ac(MRM) \uc758\ubb34\uac00 XAI\ub97c \ud3ec\ud568\ud558\ub3c4\ub85d \ud655\ub300\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub9c8\uc9c0\ub9c9\uc73c\ub85c, Kubernetes \ubc0f MLOps \ud658\uacbd\uc744 \uc704\ud55c \uc624\ud508\uc18c\uc2a4 \uc124\uba85 \uac00\ub2a5\uc131 \ub77c\uc774\ube0c\ub7ec\ub9ac\uac00 \uc0c1\uc5c5\uc801\uc73c\ub85c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubc18\uba74, XAI \uc2dc\uc7a5\uc758 \uc131\uc7a5\uc744 \uc800\ud574\ud558\ub294 \uc694\uc778\ub4e4\ub3c4 \uc874\uc7ac\ud569\ub2c8\ub2e4. \uccab\uc9f8, \ud2b9\uc815 \ub3c4\uba54\uc778\uc5d0 \ud2b9\ud654\ub41c \uac80\uc99d\ub41c XAI \ubca4\uce58\ub9c8\ud06c\uc758 \ubd80\uc7ac\uac00 \uc2dc\uc7a5 \ud655\ub300\ub97c \uc9c0\uc5f0\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub458\uc9f8, \ubaa8\ub378 \ub0b4\ubd80\ub97c \ub178\ucd9c\ud560 \ub54c \uc9c0\uc801 \uc7ac\uc0b0\uad8c(IP) \uacf5\uac1c\uc640 \uad00\ub828\ub41c \ubc95\uc801 \ubd88\ud655\uc2e4\uc131\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4. \uc14b\uc9f8, \uc124\uba85 \uac00\ub2a5\uc131 \uad6c\ud604\uc73c\ub85c \uc778\ud55c \uc778\uc9c0\ub41c \uc9c0\uc5f0 \uc2dc\uac04 \uc624\ubc84\ud5e4\ub4dc \ub54c\ubb38\uc5d0 \ub370\uc774\ud130 \uacfc\ud559 \ud300\uc758 \uc800\ud56d\uc774 \uc788\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub137\uc9f8, \ubd88\ud22c\uba85\ud55c \uc0dd\uc131\ud615 AI \ubaa8\ub378\uc5d0 \uc124\uba85 \uac00\ub2a5\uc131\uc744 \uc18c\uae09 \uc801\uc6a9\ud560 \uacbd\uc6b0 \ucd1d \uc18c\uc720 \ube44\uc6a9(TCO)\uc774 \uc99d\uac00\ud558\ub294 \ubb38\uc81c\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubcf4\uace0\uc11c\ub294 XAI \uc2dc\uc7a5\uc744 \uc81c\uacf5 \ubc29\uc2dd(\uc194\ub8e8\uc158 \ubc0f \uc11c\ube44\uc2a4), \ubc30\ud3ec \ubc29\uc2dd(\ud074\ub77c\uc6b0\ub4dc \ubc0f \uc628\ud504\ub808\ubbf8\uc2a4), \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5(BFSI, \ud5ec\uc2a4\ucf00\uc5b4, \uc81c\uc870, \uc18c\ub9e4, IT \ubc0f \ud1b5\uc2e0, \uae30\ud0c0 \uc0b0\uc5c5), \uadf8\ub9ac\uace0 \uc9c0\uc5ed(\ubd81\ubbf8, \ub0a8\ubbf8, \uc720\ub7fd, \uc544\uc2dc\uc544-\ud0dc\ud3c9\uc591, \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74)\ubcc4\ub85c \uc138\ubd84\ud654\ud558\uc5ec \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/p>\n<p>\uacbd\uc7c1 \ud658\uacbd \ubd84\uc11d\uc5d0\uc11c\ub294 IBM, Microsoft, Google LLC, Amazon Web Services, NVIDIA Corp \ub4f1 \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc774 \uc5b8\uae09\ub429\ub2c8\ub2e4. \ud2b9\ud788 IBM, Microsoft, Google Cloud, AWS\ub294 \ud50c\ub7ab\ud3fc \ud1b5\ud569\uc744 \ud1b5\ud574 \uc2dc\uc7a5\uc744 \uc120\ub3c4\ud558\uace0 \uc788\uc73c\uba70, Fiddler AI \ubc0f Arthur AI\uc640 \uac19\uc740 \uc804\ubb38 \uae30\uc5c5\ub4e4\uc740 \uc2ec\uce35 \ubaa8\ub378 \uc9c4\ub2e8 \ubc0f \uc0b0\uc5c5\ubcc4 \ub9de\ucda4\ud654 \ubd84\uc57c\uc5d0\uc11c \uac15\uc810\uc744 \ubcf4\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \uc124\uba85 \uac00\ub2a5\ud55c AI \uc2dc\uc7a5\uc740 \uaddc\uc81c \uac15\ud654, AI \uae30\uc220 \ubc1c\uc804, \uadf8\ub9ac\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 AI \uc2dc\uc2a4\ud15c \uad6c\ucd95\uc758 \ud544\uc694\uc131 \uc99d\ub300\ub85c \uc778\ud574 \uc9c0\uc18d\uc801\uc778 \uc131\uc7a5\uc774 \uc608\uc0c1\ub429\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ubca4\uce58\ub9c8\ud06c \ubd80\uc871, IP \uad00\ub828 \ubc95\uc801 \ubd88\ud655\uc2e4\uc131, \uae30\uc220\uc801 \uad6c\ud604\uc758 \ubcf5\uc7a1\uc131 \ub4f1\uc740 \uc2dc\uc7a5 \ucc38\uc5ec\uc790\ub4e4\uc774 \ud574\uacb0\ud574\uc57c \ud560 \uacfc\uc81c\ub85c \ub0a8\uc544\uc788\uc2b5\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-53316","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\/53316"}],"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=53316"}],"version-history":[{"count":0,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts\/53316\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/media?parent=53316"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/categories?post=53316"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/tags?post=53316"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}