{"id":40591,"date":"2026-02-13T01:49:55","date_gmt":"2026-02-13T01:49:55","guid":{"rendered":"https:\/\/www.globalresearch.co.kr\/insight\/micro-tasking-market-mordor\/"},"modified":"2026-04-03T12:16:51","modified_gmt":"2026-04-03T03:16:51","slug":"micro-tasking-market-mordor","status":"publish","type":"post","link":"https:\/\/www.globalresearch.co.kr\/insight\/micro-tasking-market-mordor\/","title":{"rendered":"\uc138\uacc4\uc758 \ub9c8\uc774\ud06c\ub85c\ud0dc\uc2a4\ud0b9 \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\/microtasking-market-1733299651784-Microtasking-logoo.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\/micro-tasking-market-size-image-1768932745480.webp\" alt=\"Chart\" class=\"aligncenter size-full\" \/><\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-0\">\n    1. \uc11c\ub860<\/p>\n<ul>\n<li class=\"toc-level-2\">\n          1.1 \uc5f0\uad6c \uac00\uc815 \ubc0f \uc2dc\uc7a5 \uc815\uc758<\/p>\n<\/li>\n<li class=\"toc-level-2\">\n          1.2 \uc5f0\uad6c \ubc94\uc704<\/p>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-1\">\n    2. \uc5f0\uad6c \ubc29\ubc95\ub860<\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-2\">\n    3. \uc694\uc57d<\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-3\">\n    4. \uc2dc\uc7a5 \ud658\uacbd<\/p>\n<ul>\n<li class=\"toc-level-2\">\n          4.1 \uc2dc\uc7a5 \uac1c\uc694<\/p>\n<\/li>\n<li class=\"toc-level-2\">\n          4.2 \uc2dc\uc7a5 \ub3d9\uc778<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          4.2.1 Gen-AI\ub97c \uc704\ud55c \ub370\uc774\ud130 \ub77c\ubca8\ub9c1 \ud655\uc7a5<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.2.2 \uc6d0\uaca9 \ubc0f \uc720\uc5f0 \uadfc\ubb34 \uc778\ub825\uc758 \ud655\uc0b0<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.2.3 \uc2e4\uc2dc\uac04 \uac10\uc0ac\uac00 \ud544\uc694\ud55c \ub514\uc9c0\ud138 \uc0c1\uac70\ub798 SKU \uc218 \uc99d\uac00<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.2.4 \uc124\uba85 \uac00\ub2a5\ud55c AI \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \uaddc\uc81c \uc555\ub825<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.2.5 \uc9e7\uc740 \ud615\uc2dd \ube44\ub514\uc624 \uc548\uc804 \uac80\uc0ac \uae09\uc99d (&lt;30 s)<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.2.6 Web3 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \ub9c8\uc774\ud06c\ub85c \uc778\uc13c\ud2f0\ube0c \uc9c0\uac11 \ucc44\ud0dd<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">\n          4.3 \uc2dc\uc7a5 \uc81c\uc57d<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          4.3.1 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \ub370\uc774\ud130 \uc8fc\uad8c \ubc95\ub960 (GDPR, DPDP-\uc778\ub3c4)<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.3.2 \uc9c0\uc18d\uc801\uc778 \uc800\uc784\uae08\uc73c\ub85c \uc778\ud55c \uadfc\ub85c\uc790 \uc774\uc9c1<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.3.3 AI \ubaa8\ub378 \uc815\ud655\ub3c4\ub97c \uc800\ud558\uc2dc\ud0a4\ub294 \uc5b8\uc5b4 \ud488\uc9c8 \ubb38\uc81c<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.3.4 \uc0c1\uc2dc \uc6b4\uc601 \uc8fc\uc11d \uc13c\ud130\uc758 \ud0c4\uc18c \uac10\uc0ac \ube44\uc6a9 \uc99d\uac00<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">\n          4.4 \uac00\uce58 \/ \uacf5\uae09\ub9dd \ubd84\uc11d<\/p>\n<\/li>\n<li class=\"toc-level-2\">\n          4.5 \uaddc\uc81c \ud658\uacbd<\/p>\n<\/li>\n<li class=\"toc-level-2\">\n          4.6 \uae30\uc220 \uc804\ub9dd<\/p>\n<\/li>\n<li class=\"toc-level-2\">\n          4.7 \ud3ec\ud130\uc758 5\uac00\uc9c0 \uacbd\uc7c1 \uc694\uc778<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          4.7.1 \uacf5\uae09\uc5c5\uccb4\uc758 \uad50\uc12d\ub825<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.7.2 \uad6c\ub9e4\uc790\uc758 \uad50\uc12d\ub825<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.7.3 \uc2e0\uaddc \uc9c4\uc785\uc790\uc758 \uc704\ud611<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.7.4 \ub300\uccb4\uc7ac\uc758 \uc704\ud611<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.7.5 \uacbd\uc7c1 \uac15\ub3c4<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-4\">\n    5. \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc131\uc7a5 \uc608\uce21 (\uac00\uce58)<\/p>\n<ul>\n<li class=\"toc-level-2\">\n          5.1 \uc791\uc5c5 \uc720\ud615\ubcc4<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          5.1.1 \ucf58\ud150\uce20 \uac80\ud1a0<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.1.2 \ub370\uc774\ud130 \uc785\ub825 \ubc0f \ucc98\ub9ac<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.1.3 \uc774\ubbf8\uc9c0 \ubc0f \ube44\ub514\uc624 \uc8fc\uc11d<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.1.4 \uc124\ubb38\uc870\uc0ac \ubc0f \ud53c\ub4dc\ubc31<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.1.5 \uc624\ub514\uc624 \uc804\uc0ac<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.1.6 \uae30\ud0c0 \uc791\uc5c5<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">\n          5.2 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\ubcc4<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          5.2.1 AI \ud6c8\ub828 \ubc0f \ub370\uc774\ud130 \ub77c\ubca8\ub9c1<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.2.2 \uc2dc\uc7a5 \uc870\uc0ac \ubc0f \ud1b5\ucc30\ub825<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.2.3 \uc2e0\ub8b0 \ubc0f \uc548\uc804 \/ UGC \uac80\ud1a0<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.2.4 \uc18c\ub9e4 \uc9c4\uc5f4\ub300 \ubc0f \uac00\uaca9 \uac10\uc0ac<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.2.5 \uc5b8\uc5b4 \ubc0f \ud604\uc9c0\ud654<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.2.6 \uae30\ud0c0<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">\n          5.3 \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5\ubcc4<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          5.3.1 \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.3.2 \uae30\uc220 \ubc0f \ud1b5\uc2e0<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.3.3 BFSI<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.3.4 \uc758\ub8cc \ubc0f \uc0dd\uba85 \uacfc\ud559<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.3.5 \ubbf8\ub514\uc5b4 \ubc0f \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.3.6 \uad50\uc721<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.3.7 \uc815\ubd80 \ubc0f \uacf5\uacf5 \ubd80\ubb38<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.3.8 \uae30\ud0c0<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">\n          5.4 \ud50c\ub7ab\ud3fc \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378\ubcc4<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          5.4.1 \uacf5\uac1c \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.4.2 \uad00\ub9ac\ud615 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.4.3 \ud558\uc774\ube0c\ub9ac\ub4dc \/ API \uc6b0\uc120<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">\n          5.5 \uc9c0\uc5ed\ubcc4<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          5.5.1 \ubd81\ubbf8<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.1.1 \ubbf8\uad6d<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.1.2 \uce90\ub098\ub2e4<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.1.3 \uba55\uc2dc\ucf54<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.5.2 \ub0a8\ubbf8<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.2.1 \ube0c\ub77c\uc9c8<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.2.2 \uc544\ub974\ud5e8\ud2f0\ub098<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.2.3 \ub0a8\ubbf8 \uae30\ud0c0 \uc9c0\uc5ed<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.5.3 \uc720\ub7fd<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.3.1 \uc601\uad6d<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.3.2 \ub3c5\uc77c<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.3.3 \ud504\ub791\uc2a4<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.3.4 \uc774\ud0c8\ub9ac\uc544<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.3.5 \uc2a4\ud398\uc778<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.3.6 \uc720\ub7fd \uae30\ud0c0 \uc9c0\uc5ed<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.5.4 APAC<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.4.1 \uc911\uad6d<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.4.2 \uc77c\ubcf8<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.4.3 \ub300\ud55c\ubbfc\uad6d<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.4.4 \uc778\ub3c4<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.4.5 \ud638\uc8fc<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.4.6 APAC \uae30\ud0c0 \uc9c0\uc5ed<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.5.5 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.5.1 GCC<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.5.2 \ub0a8\uc544\ud504\ub9ac\uce74<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.5.3 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74 \uae30\ud0c0 \uc9c0\uc5ed<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-5\">\n    6. \uacbd\uc7c1 \ud658\uacbd<\/p>\n<ul>\n<li class=\"toc-level-2\">\n          6.1 \uc2dc\uc7a5 \uc9d1\uc911\ub3c4<\/p>\n<\/li>\n<li class=\"toc-level-2\">\n          6.2 \uc804\ub7b5\uc801 \uc6c0\uc9c1\uc784<\/p>\n<\/li>\n<li class=\"toc-level-2\">\n          6.3 \uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d<\/p>\n<\/li>\n<li class=\"toc-level-2\">\n          6.4 \ud68c\uc0ac \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)<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          6.4.1 Amazon Mechanical Turk<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.2 Appen<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.3 Clickworker<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.4 Fiverr<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.5 Airtasker<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.6 Prolific<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.7 Scale AI<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.8 Sama<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.9 TELUS Intl AI Data Solutions<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.10 Hive<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.11 Toloka<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.12 TaskRabbit<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.13 Field Agent<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.14 Lionbridge AI<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.15 CrowdWorks (JP)<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.16 iMerit<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.17 OneForma (Pactera)<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.18 Coople<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.19 Dynata<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.20 99designs<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.21 EasyShifts<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-6\">\n    7. \uc2dc\uc7a5 \uae30\ud68c \ubc0f \ubbf8\ub798 \uc804\ub9dd<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub2e4\uc74c\uc740 \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9 \uc2dc\uc7a5\uc5d0 \ub300\ud55c \uc0c1\uc138\ud55c \ud55c\uad6d\uc5b4 \uc694\uc57d\uc785\ub2c8\ub2e4.<\/p>\n<p>&#8212;<\/p>\n<p>\ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9 \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc810\uc720\uc728 \ubd84\uc11d &#8211; \uc131\uc7a5 \ub3d9\ud5a5 \ubc0f \uc608\uce21 (2026-2031)<\/p>\n<p>\uc2dc\uc7a5 \uac1c\uc694<\/p>\n<p>\ubcf8 \ubcf4\uace0\uc11c\ub294 \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9 \uc2dc\uc7a5\uc744 \uc791\uc5c5 \uc720\ud615(\ucf58\ud150\uce20 \uc870\uc815, \ub370\uc774\ud130 \uc785\ub825 \ubc0f \ucc98\ub9ac \ub4f1), \uc560\ud50c\ub9ac\ucf00\uc774\uc158(AI \ud6c8\ub828 \ubc0f \ub370\uc774\ud130 \ub77c\ubca8\ub9c1, \uc2dc\uc7a5 \uc870\uc0ac \ubc0f \ud1b5\ucc30\ub825 \ub4f1), \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5(\uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798, \uae30\uc220 \ubc0f \ud1b5\uc2e0 \ub4f1), \ud50c\ub7ab\ud3fc \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378(\uac1c\ubc29\ud615 \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4 \ub4f1) \ubc0f \uc9c0\uc5ed\ubcc4\ub85c \uc138\ubd84\ud654\ud558\uc5ec \ubd84\uc11d\ud558\uba70, \uc2dc\uc7a5 \uc608\uce21\uc740 USD \uac00\uce58 \uae30\uc900\uc73c\ub85c \uc81c\uacf5\ub429\ub2c8\ub2e4.<\/p>\n<p>2025\ub144 79\uc5b5 \ub2ec\ub7ec\ub85c \ud3c9\uac00\ub418\uc5c8\ub358 \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9 \uc2dc\uc7a5\uc740 2026\ub144 101\uc5b5 6\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0\uc11c 2031\ub144 347\uc5b5 2\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0 \uc774\ub97c \uac83\uc73c\ub85c \uc608\uc0c1\ub418\uba70, \uc608\uce21 \uae30\uac04(2026-2031) \ub3d9\uc548 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR) 27.90%\ub97c \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\ub294 \uc2dc\uc7a5\uc740 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc774\uba70, \ubd81\ubbf8\uac00 \uac00\uc7a5 \ud070 \uc2dc\uc7a5\uc744 \ucc28\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc2dc\uc7a5 \uc9d1\uc911\ub3c4\ub294 \uc911\uac04 \uc218\uc900\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \ucd08\uae30 \uc131\uc7a5\uc740 \uc778\uacf5\uc9c0\ub2a5(AI) \uc9c0\ucd9c\uc758 \uae09\uc99d, \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM) \ubc30\ud3ec\uc758 \ud655\uc0b0, \uadf8\ub9ac\uace0 \uad6c\uc870\uc801\uc73c\ub85c \ud655\ub300\ub41c \uc6d0\uaca9 \uadfc\ubb34 \uc778\ub825 \ud480\uc5d0 \uae30\uc778\ud569\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \ubaa8\ub378 \ucda9\uc2e4\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud55c \uc804\ub7b5\uc801 \uc218\ub2e8\uc73c\ub85c &#8216;Human-in-the-loop&#8217; \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uc810\ucc28 \uc911\uc694\ud558\uac8c \uc5ec\uae30\uace0 \uc788\uc73c\uba70, \uad00\ub9ac\ud615 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4\ub4e4\uc740 \ub2e4\uc911 \uad00\ud560\uad8c \ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\ub97c \ub300\uaddc\ubaa8\ub85c \uc81c\uacf5\ud558\uae30 \uc704\ud574 \uc5ed\ub7c9\uc744 \ud1b5\ud569\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \uaddc\uc81c \ud504\ub808\uc784\uc6cc\ud06c\ub294 \uc774\uc81c \ube44\uc6a9\ub9cc\ud07c\uc774\ub098 \uacf5\uae09\uc5c5\uccb4 \uc120\uc815 \uae30\uc900\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce58\uba70, \uaddc\uc81c \uc900\uc218 \uc900\ube44\uac00 \ub41c \uc6b4\uc601\uc5c5\uccb4\uc5d0\uac8c \uc0c1\ub2f9\ud55c \uc6b0\uc704\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub3d9\uc2dc\uc5d0 \ud558\uc774\ube0c\ub9ac\ub4dc API \uc6b0\uc120 \ud50c\ub7ab\ud3fc\uc740 \uc9c0\uc18d\uc801\uc778 \ubaa8\ub378 \uc5c5\ub370\uc774\ud2b8\ub97c \uc704\ud574 \ud050\ub808\uc774\uc158\ub41c \uc778\uac04 \ud310\ub2e8\uc5d0 \ub300\ud55c \uc2e0\uc18d\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc811\uadfc\uc774 \ud544\uc694\ud55c \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ud300\uc73c\ub85c\ubd80\ud130 \uc0c8\ub85c\uc6b4 \uc218\uc694\ub97c \ud655\ubcf4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \ubcf4\uace0\uc11c \uc694\uc57d<\/p>\n<p>*   \uc791\uc5c5 \uc720\ud615\ubcc4: \ub370\uc774\ud130 \uc785\ub825 \ubc0f \ucc98\ub9ac(2025\ub144 \ub9e4\ucd9c \uc810\uc720\uc728 33.40%)\uac00 \uac00\uc7a5 \ud070 \ube44\uc911\uc744 \ucc28\uc9c0\ud588\uc73c\uba70, \uc774\ubbf8\uc9c0 \ubc0f \ube44\ub514\uc624 \uc8fc\uc11d\uc740 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 43.20%\uc758 \uac00\uc7a5 \ube60\ub978 \uc131\uc7a5\uc774 \uc608\uc0c1\ub429\ub2c8\ub2e4.<br \/>\n*   \uc560\ud50c\ub9ac\ucf00\uc774\uc158\ubcc4: AI \ud6c8\ub828 \ubc0f \ub370\uc774\ud130 \ub77c\ubca8\ub9c1(2025\ub144 \uc2dc\uc7a5 \uaddc\ubaa8\uc758 41.80%)\uc774 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 39.20%\ub85c \uc131\uc7a5\ud560 \uac83\uc785\ub2c8\ub2e4.<br \/>\n*   \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5\ubcc4: \uae30\uc220 \ubc0f \ud1b5\uc2e0(2025\ub144 \uc2dc\uc7a5 \uc810\uc720\uc728 27.60%)\uc774 \uac00\uc7a5 \ud070 \ube44\uc911\uc744 \ucc28\uc9c0\ud588\uc73c\uba70, \ud5ec\uc2a4\ucf00\uc5b4 \ubc0f \uc0dd\uba85 \uacfc\ud559\uc740 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 29.90%\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc9c0\uc5ed\ubcc4: \ubd81\ubbf8(2025\ub144 \ub9e4\ucd9c 37.70%)\uac00 \uac00\uc7a5 \ud070 \uc2dc\uc7a5\uc744 \ud615\uc131\ud588\uc73c\uba70, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 2026\ub144\ubd80\ud130 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 28.40%\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \ud655\uc7a5\ub420 \uac83\uc785\ub2c8\ub2e4.<br \/>\n*   \ud50c\ub7ab\ud3fc \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378\ubcc4: \uad00\ub9ac\ud615 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4(2025\ub144 \uc810\uc720\uc728 45.20%)\uac00 \uac00\uc7a5 \ud070 \ube44\uc911\uc744 \ucc28\uc9c0\ud588\uc73c\uba70, \ud558\uc774\ube0c\ub9ac\ub4dc\/API \uc6b0\uc120 \ud50c\ub7ab\ud3fc\uc740 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 36.10%\ub85c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uce21\ub429\ub2c8\ub2e4.<\/p>\n<p>\uae00\ub85c\ubc8c \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9 \uc2dc\uc7a5 \ub3d9\ud5a5 \ubc0f \ud1b5\ucc30\ub825<\/p>\n<p>\uc131\uc7a5 \ub3d9\uc778:<\/p>\n<p>\uc8fc\uc694 \uc131\uc7a5 \ub3d9\uc778\uc73c\ub85c\ub294 \uc0dd\uc131\ud615 AI\ub97c \uc704\ud55c \ub370\uc774\ud130 \ub77c\ubca8\ub9c1 \ud655\uc7a5, \uc6d0\uaca9 \ubc0f \uc720\uc5f0 \uadfc\ubb34 \uc778\ub825\uc758 \ud655\uc0b0, \ub514\uc9c0\ud138 \uc0c1\uac70\ub798 SKU \uac10\uc0ac \uc99d\uac00, \uc124\uba85 \uac00\ub2a5\ud55c AI\uc5d0 \ub300\ud55c \uaddc\uc81c \uc555\ub825, \uc9e7\uc740 \ud615\uc2dd \ube44\ub514\uc624 \uc548\uc804 \uac80\uc0ac \uae09\uc99d, Web3 \ub9c8\uc774\ud06c\ub85c \uc778\uc13c\ud2f0\ube0c \uc9c0\uac11 \ucc44\ud0dd \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>*   \uc0dd\uc131\ud615 AI\ub97c \uc704\ud55c \ub370\uc774\ud130 \ub77c\ubca8\ub9c1 \ud655\uc7a5: \uc0dd\uc131\ud615 AI \ubaa8\ub378\uc774 \uc5f0\uad6c \ub2e8\uacc4\uc5d0\uc11c \uae30\uc5c5 \uc81c\ud488\uc73c\ub85c \uc804\ud658\ub428\uc5d0 \ub530\ub77c \ub77c\ubca8\ub9c1\ub41c \ub370\uc774\ud130\uc758 \uc591\uc774 \uae30\ud558\uae09\uc218\uc801\uc73c\ub85c \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI \ud300\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc790\ub3d9\ud654\uac00 \uc5b4\ub824\uc6b4 \ub2e4\uc911 \ubaa8\ub4dc \uc120\ud638\ub3c4 \ubc0f \uc21c\uc704 \uc9c0\uc815 \uc791\uc5c5\uc744 \uc758\ub8b0\ud558\uba70, \uc774\ub294 \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9 \uc2dc\uc7a5\uc758 \ud575\uc2ec \uc5ed\ud560\uc744 \uac15\ud654\ud569\ub2c8\ub2e4. \uc6b0\uc218\ud55c \ud6c8\ub828 \ub370\uc774\ud130\ub294 \uacbd\uc7c1 \uc6b0\uc704\ub97c \uacb0\uc815\ud558\uba70, \ud2b9\uc815 \uc0b0\uc5c5 \uc628\ud1a8\ub85c\uc9c0 \ubc0f \ud488\uc9c8 \uad00\ub9ac \ud30c\uc774\ud504\ub77c\uc778\uc744 \uac16\ucd98 \uc6b4\uc601\uc5c5\uccb4\ub294 \ud504\ub9ac\ubbf8\uc5c4 \uac00\uaca9\uc744 \ucc45\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc8fc\uc694 20\uac1c\uad6d(G-20)\uc758 \uad6d\uac00 AI \uc804\ub7b5 \ub610\ud55c \uc8fc\uc11d \ucc98\ub9ac \uc5ed\ub7c9\uc744 \ub514\uc9c0\ud138 \uc81c\uc870 \uc790\uc0b0\uc73c\ub85c \uac15\uc870\ud558\uba70 \uc815\ucc45\uc801 \uc9c0\uc6d0\uc744 \uc720\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc6d0\uaca9 \ubc0f \uc720\uc5f0 \uadfc\ubb34 \uc778\ub825\uc758 \ud655\uc0b0: \ubd84\uc0b0 \uadfc\ubb34\uc758 \uc601\uad6c\uc801\uc778 \ucc44\ud0dd\uc740 \uc804 \uc138\uacc4\uc801\uc778 \uc778\uc7ac \ud480\uc744 \ud655\ubcf4\ud558\uac8c \ud588\uc73c\uba70, \uc774\ub294 \ud575\uc2ec \uc5c5\ubb34 \uc77c\uc815 \uc678\uc5d0 \uace0\ubd80\uac00\uac00\uce58 \uc8fc\uc11d \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ud30c\ud2b8\ud0c0\uc784 \uc804\ubb38\uac00\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc790\uaca9 \uc99d\uba85\uc744 \uc778\uc99d\ud558\uace0 \uadf8\uc5d0 \ub530\ub77c \ubcf4\uc0c1\uc744 \ucc28\ub4f1\ud654\ud558\ub294 \ud50c\ub7ab\ud3fc\uc740 \uc791\uc5c5 \uac70\ubd80\uc728\uc744 \ub0ae\ucd94\uace0 \ucc98\ub9ac \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\uc5ec, \uc2dc\uc7a5 \uc5ed\ud559\uc744 \uc791\uc5c5\uc790 \uc218 \uacbd\uc7c1\uc5d0\uc11c \uc791\uc5c5\uc790 \ud488\uc9c8 \ucc28\ubcc4\ud654\ub85c \uc804\ud658\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc124\uba85 \uac00\ub2a5\ud55c AI \ub370\uc774\ud130\uc14b\uc5d0 \ub300\ud55c \uaddc\uc81c \uc555\ub825: EU AI \ubc95\uc548\uacfc \uac19\uc740 \uaddc\uc81c\ub294 \uae30\uc5c5\uc774 \uc758\uc0ac \uacb0\uc815 \uccb4\uc778\uc744 \ubb38\uc11c\ud654\ud558\ub3c4\ub85d \uac15\uc81c\ud558\uba70, \uc8fc\uc11d\uc790\uac00 \ubaa8\ub378 \ucd9c\ub825\uc758 \uacf5\uc815\uc131\uacfc \ucd94\uc801 \uac00\ub2a5\uc131\uc744 \ud3c9\uac00\ud558\ub294 \uac80\uc99d \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \uaddc\uc81c \uc900\uc218 \uc608\uc0b0\uc740 \uc548\uc804\ud55c \ud658\uacbd\uacfc \uc804\ubb38\uac00 \uac80\ud1a0\uc790\ub97c \uacb0\ud569\ud560 \uc218 \uc788\ub294 \uc81c\uacf5\uc5c5\uccb4\ub85c \uc720\uc785\ub429\ub2c8\ub2e4.<br \/>\n*   \uc9e7\uc740 \ud615\uc2dd \ube44\ub514\uc624 \uc548\uc804 \uac80\uc0ac \uae09\uc99d: 30\ucd08 \ubbf8\ub9cc\uc758 \uc0ac\uc6a9\uc790 \uc0dd\uc131 \ube44\ub514\uc624\ub294 \uc18c\uc15c \ud50c\ub7ab\ud3fc\uc5d0\uc11c \ube0c\ub79c\ub4dc \uc548\uc804\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud574 \uac70\uc758 \uc989\uac01\uc801\uc778 \uac80\ud1a0 \uc8fc\uae30\ub97c \uc694\uad6c\ud569\ub2c8\ub2e4. \uc8fc\uc11d\uc790\ub294 \ud3ed\ub825, \ud610\uc624 \ubc1c\uc5b8 \ubc0f \uc815\ucc45 \uc704\ubc18\uc744 \ud0dc\uadf8\ud558\uba70, AI \uc0ac\uc804 \ud544\ud130\ub294 \ucc98\ub9ac\ub7c9\uc744 \uac00\uc18d\ud654\ud558\uc5ec \ub300\ub7c9\uc758 \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9 \uc2a4\ud2b8\ub9bc\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc131\uc7a5 \uc800\ud574 \uc694\uc778:<\/p>\n<p>\uc8fc\uc694 \uc800\ud574 \uc694\uc778\uc73c\ub85c\ub294 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \ub370\uc774\ud130 \uc8fc\uad8c \ubc95\ub960, \ub0ae\uc740 \uc784\uae08\uc73c\ub85c \uc778\ud55c \uc791\uc5c5\uc790 \uc774\ud0c8, \uc5b8\uc5b4 \ud488\uc9c8 \ubb38\uc81c, \ud0c4\uc18c \uac10\uc0ac \ube44\uc6a9 \uc99d\uac00 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>*   \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \ub370\uc774\ud130 \uc8fc\uad8c \ubc95\ub960 (GDPR, DPDP-\uc778\ub3c4): GDPR, DPDP-\uc778\ub3c4\uc640 \uac19\uc740 \uc9c0\uc5ed \ub370\uc774\ud130 \ubcf4\ud638 \uccb4\uc81c\ub294 \uc8fc\uc11d \ud30c\uc774\ud504\ub77c\uc778\uc744 \ubd84\ud560\ud558\uc5ec, \uc81c\uacf5\uc5c5\uccb4\uac00 \uad00\ud560\uad8c\ubcc4\ub85c \ub370\uc774\ud130 \ubc0f \uc778\ub825 \ud480\uc744 \ubd84\ub9ac\ud558\ub3c4\ub85d \uac15\uc81c\ud569\ub2c8\ub2e4. \uaddc\uc81c \uc900\uc218 \uc7ac\uc124\uacc4\ub294 \ub2e8\uc704 \uacbd\uc81c\uc131\uc744 \ub192\uc774\uace0 \uc5f0\ud569 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \uac16\ucd98 \uad00\ub9ac\ud615 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc5c5\uccb4\uc5d0 \uc720\ub9ac\ud558\uac8c \uc791\uc6a9\ud569\ub2c8\ub2e4.<br \/>\n*   \ub0ae\uc740 \uc784\uae08\uc73c\ub85c \uc778\ud55c \uc791\uc5c5\uc790 \uc774\ud0c8: \ucd5c\uc800 \uc784\uae08 \ubbf8\ub9cc\uc758 \uc9c0\ubd88\uc740 \ud50c\ub7ab\ud3fc \uc784\uae08 \uad00\ud589\uc5d0 \ub300\ud55c \uc870\uc0ac\ub97c \uac15\ud654\ud588\uc73c\uba70, \ud734\uba3c \ub77c\uc774\uce20 \uc6cc\uce58(Human Rights Watch)\ub294 \uae30\ubcf8\uc801\uc778 \ubcf4\ud638\uc758 \uaca9\ucc28\ub97c \ubb38\uc11c\ud654\ud588\uc2b5\ub2c8\ub2e4. \ub192\uc740 \uc774\ud0c8\ub960\uc740 \uacb0\uacfc\ubb3c\uc758 \uc77c\uad00\uc131\uc744 \uc704\ud0dc\ub86d\uac8c \ud558\uba70, \ud504\ub9ac\ubbf8\uc5c4 \ud50c\ub7ab\ud3fc\uc740 \ubcf4\uc7a5\ub41c \uc694\uc728 \ubaa8\ub378\uacfc \uae30\uc220 \uc0ac\ub2e4\ub9ac \ud504\ub85c\uadf8\ub7a8\uc744 \uc2dc\ubc94 \uc6b4\uc601\ud558\ub3c4\ub85d \uc720\ub3c4\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc138\uadf8\uba3c\ud2b8 \ubd84\uc11d<\/p>\n<p>*   \uc791\uc5c5 \uc720\ud615\ubcc4: \uc2dc\uac01 \ub370\uc774\ud130\uac00 AI\uc758 \ub2e4\uc74c \uac1c\ucc99\uc9c0\ub97c \uc8fc\ub3c4: \ub370\uc774\ud130 \uc785\ub825 \ubc0f \ucc98\ub9ac\uac00 2025\ub144 33.40%\ub85c \uac00\uc7a5 \ud070 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud558\uba70 \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9 \uacbd\uc81c\uc758 \uae30\ubc18\uc744 \ud615\uc131\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\uba74, \uc774\ubbf8\uc9c0 \ubc0f \ube44\ub514\uc624 \uc8fc\uc11d\uc740 \uc790\uc728 \uc8fc\ud589, \uc758\ub8cc \uc601\uc0c1, \uc18c\ub9e4 \ubd84\uc11d \ubd84\uc57c\uc5d0\uc11c \uacf5\uac04 \ub77c\ubca8\ub9c1 \uc218\uc694\uac00 \uae09\uc99d\ud568\uc5d0 \ub530\ub77c 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 43.20%\ub85c \uac00\uc7a5 \ube60\ub978 \ub9e4\ucd9c \uc131\uc7a5\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \ucf58\ud150\uce20 \uc870\uc815\uc740 \uc18c\uc15c \ubbf8\ub514\uc5b4\uc5d0 \ub300\ud55c \uaddc\uc81c \ucc45\uc784 \uac15\ud654\ub85c \uc778\ud574 \uc911\uc694\uc131\uc774 \ucee4\uc9c0\uace0 \uc788\uc73c\uba70, \uc624\ub514\uc624 \uc804\uc0ac\ub294 \ub2e4\uad6d\uc5b4 \uc74c\uc131 \ube44\uc11c \ucd9c\uc2dc \uc99d\uac00\ub85c \uc774\uc810\uc744 \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc124\ubb38\uc870\uc0ac \ubc0f \ud53c\ub4dc\ubc31\uc740 \uc815\ub7c9\uc801 \uc124\ubb38\uc870\uc0ac\uc640 \uc815\uc131\uc801 \uac10\uc131 \ubd84\uc11d\uc744 \uacb0\ud569\ud55c \uac10\uc815 \ucf54\ub529 \uacfc\uc81c\ub85c \ubc1c\uc804\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9 \uc0b0\uc5c5\uc774 \uc0c1\ud488\ud654\ub41c \ud14d\uc2a4\ud2b8 \uc791\uc5c5\uc740 \uc815\uccb4\ub418\uace0 \ub2e4\uc911 \ubaa8\ub4dc \ub370\uc774\ud130 \uc911\uc2ec \uc791\uc5c5\uc740 \uac00\uc18d\ud654\ub418\ub294 \uc774\uc911 \uc18d\uc131 \ud504\ub85c\ud544\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<br \/>\n*   \uc560\ud50c\ub9ac\ucf00\uc774\uc158\ubcc4: AI \ud6c8\ub828\uc774 \uc131\uc7a5 \uada4\ub3c4\ub97c \uc9c0\ubc30: AI \ud6c8\ub828 \ubc0f \ub370\uc774\ud130 \ub77c\ubca8\ub9c1\uc774 2025\ub144 \ub9e4\ucd9c\uc758 41.80%\ub97c \ucc28\uc9c0\ud588\uc73c\uba70, \uc5f0\ud3c9\uade0 39.20%\ub85c \uc131\uc7a5\ud558\uc5ec \uadf8 \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \uac15\uc870\ud569\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 MLOps \ud30c\uc774\ud504\ub77c\uc778\uc5d0 \uc9c0\uc18d\uc801\uc778 \ub77c\ubca8\ub9c1 \ub8e8\ud504\ub97c \ud1b5\ud569\ud558\uc5ec RESTful API\ub97c \ud1b5\ud574 \uc2e4\uc2dc\uac04 \ud310\ub2e8 \ud53c\ub4dc\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \ucd09\uc9c4\ud569\ub2c8\ub2e4. \uc2e0\ub8b0 \ubc0f \uc548\uc804\/UGC \uc870\uc815\uc740 \uaddc\uc81c \uc704\ud5d8 \ubc0f \uad11\uace0\uc8fc \uc555\ub825\uc5d0 \ub300\uc751\ud558\uba70, \uc2dc\uc7a5 \uc870\uc0ac \ubc0f \ud1b5\ucc30\ub825\uc740 \uacbd\uc7c1 \uc815\ubcf4 \ud655\ubcf4\ub97c \uc704\ud55c \uc2e0\uc18d\ud55c \ud328\ub110 \uad6c\uc131\uc744 \ud65c\uc6a9\ud569\ub2c8\ub2e4. \uc5b8\uc5b4 \ubc0f \ud604\uc9c0\ud654\ub294 \uc2ec\uce35\uc801\uc778 \ud604\uc9c0\ud654\ub41c \ub514\uc9c0\ud138 \uacbd\ud5d8\uc73c\ub85c\uc758 \ube0c\ub79c\ub4dc \uc804\ud658\uc744 \ud65c\uc6a9\ud558\uba70, \uc18c\ub9e4 \uc9c4\uc5f4\ub300 \ubc0f \uac00\uaca9 \uac10\uc0ac\ub294 \uc778\ud50c\ub808\uc774\uc158 \uc0c1\ud669\uc5d0\uc11c \uc18c\ub9e4\uc5c5\uccb4\uac00 \uac00\uaca9 \ubb34\uacb0\uc131 \uac70\ubc84\ub10c\uc2a4\ub97c \uac15\ud654\ud568\uc5d0 \ub530\ub77c \uc804\ub7b5\uc801 \uc911\uc694\uc131\uc744 \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5\ubcc4: \ud5ec\uc2a4\ucf00\uc5b4 \ubc0f \uc0dd\uba85 \uacfc\ud559\uc758 \uc804\ubb38\ud654 \uac00\uc18d\ud654: \uae30\uc220 \ubc0f \ud1b5\uc2e0\uc774 2025\ub144 \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9 \uc2dc\uc7a5 \uc810\uc720\uc728\uc758 27.60%\ub97c \ucc28\uc9c0\ud588\uc9c0\ub9cc, \ud5ec\uc2a4\ucf00\uc5b4 \ubc0f \uc0dd\uba85 \uacfc\ud559\uc740 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 29.90%\ub85c \ubaa8\ub4e0 \uc0b0\uc5c5\uc744 \ub2a5\uac00\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \ubcd1\uc6d0, \uc784\uc0c1 \uc5f0\uad6c \uae30\uad00 \ubc0f \uc758\ub8cc \uae30\uae30 \ud68c\uc0ac\ub294 \ubc29\uc0ac\uc120 \uc2a4\uce94, \uc720\uc804\uccb4 \uc2dc\ud000\uc2a4 \ubc0f \uc784\uc0c1 \uc2dc\ud5d8 \ub178\ud2b8\uc5d0 \ub300\ud55c \uc8fc\uc11d \uc791\uc5c5\uc744 \uc544\uc6c3\uc18c\uc2f1\ud558\uba70, \uc774\ub294 \uc778\uc99d\ub41c \uc778\ub825\uacfc HIPAA \ub4f1\uae09\uc758 \ubcf4\uc548 \uc81c\uc5b4\ub97c \uc694\uad6c\ud569\ub2c8\ub2e4. \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798\ub294 \uc790\ub3d9\ud654\ub41c \uc9c4\uc5f4\ub300 \uc778\uc2dd\uacfc \ud604\uc7a5 \uc810\uac80 \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9\uc744 \uacb0\ud569\ud558\uc5ec \uac00\uaca9 \ubc0f \uc81c\ud488 \ub370\uc774\ud130 \ubb34\uacb0\uc131\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4. \uc815\ubd80 \ubc0f \uacf5\uacf5 \ubd80\ubb38\uc740 \uc2dc\ubbfc \ub370\uc774\ud130 \ub514\uc9c0\ud138\ud654 \ubc0f \ubb38\uc11c \uc218\uc815 \uc774\ub2c8\uc154\ud2f0\ube0c\uc5d0 \uc790\uae08\uc744 \uc9c0\uc6d0\ud558\uba70, \uad50\uc721 \ubd80\ubb38\uc740 \ud3c9\uac00 \uc810\uc218 \ubc0f \ucf58\ud150\uce20 \ud604\uc9c0\ud654\ub97c \ud655\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5c4\uaca9\ud55c \uaddc\uc81c \ub610\ub294 \uc804\ubb38\ud654\ub41c \ub370\uc774\ud130 \ud615\uc2dd\uc744 \ub2e4\ub8e8\ub294 \uc0b0\uc5c5\uc740 \ub3c4\uba54\uc778\ubcc4 \uc628\ud1a8\ub85c\uc9c0\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\ub294 \uad00\ub9ac\ud615 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4\ub97c \uc120\ud638\ud558\uba70, \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9 \uc2dc\uc7a5 \ub0b4\uc5d0\uc11c \ud504\ub9ac\ubbf8\uc5c4 \uacc4\uce35\uc744 \ud615\uc131\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ud50c\ub7ab\ud3fc \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378\ubcc4: \ud558\uc774\ube0c\ub9ac\ub4dc\/API \uc6b0\uc120 \ubaa8\ub378\uc774 \ud655\uc7a5 \uac00\ub2a5\ud55c \ud488\uc9c8\uc744 \uc81c\uacf5: \uad00\ub9ac\ud615 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4\uac00 2025\ub144 \ub9e4\ucd9c\uc758 45.20%\ub97c \ucc28\uc9c0\ud558\uba70, \ud050\ub808\uc774\uc158\ub41c \uc778\ub825, \ud488\uc9c8 \ubcf4\uc99d \ud504\ub85c\ud1a0\ucf5c \ubc0f \uaddc\uc81c \uc900\uc218 \ub300\uc2dc\ubcf4\ub4dc\ub97c \uae30\uc5c5 \ub4f1\uae09\uc758 \uc11c\ube44\uc2a4 \uc218\uc900 \uacc4\uc57d(SLA)\uc73c\ub85c \ubb36\uc5b4 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud558\uc774\ube0c\ub9ac\ub4dc\/API \uc6b0\uc120 \ud50c\ub7ab\ud3fc\uc740 MLOps \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 \uc9c1\uc811 \ud1b5\ud569\ub418\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \ubc29\uc2dd \uc5d4\ub4dc\ud3ec\uc778\ud2b8\ub97c \ud1b5\ud574 \uc778\uac04\uc758 \ud310\ub2e8\uc744 \ub178\ucd9c\ud568\uc73c\ub85c\uc368 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 36.10%\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\ub294 \ubaa8\ub378\uc785\ub2c8\ub2e4. \uac1c\ubc29\ud615 \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4\ub294 \ud488\uc9c8 \ud3b8\ucc28\uc640 \uaddc\uc81c \uc900\uc218 \ube44\uc6a9 \uc99d\uac00\ub85c \uc778\ud574 \uac00\uaca9 \uacbd\uc7c1 \uc6b0\uc704\uac00 \uc57d\ud654\ub418\uba74\uc11c \ud558\ud5a5 \uc555\ub825\uc5d0 \uc9c1\uba74\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uacbd\uc7c1\uc758 \ud575\uc2ec\uc740 \uac1c\ubc1c\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4\uc640 \uae30\uc5c5 \uc218\uc900\uc758 \uac10\ub3c5\uc744 \uacb0\ud569\ud558\uc5ec \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9 \uc2dc\uc7a5\uc5d0\uc11c \uc18d\ub3c4\uc640 \ubcf4\uc99d \uac04\uc758 \uaca9\ucc28\ub97c \ud574\uc18c\ud558\ub294 \ub370 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc9c0\uc5ed \ubd84\uc11d<\/p>\n<p>\uc9c0\uc5ed \ubd84\uc11d\uc5d0 \ub530\ub974\uba74, \ubd81\ubbf8\ub294 2024\ub144 \ubbf8\uad6d \uae30\uc5c5\uc774 \uae30\uc5c5 AI \ud504\ub85c\uc81d\ud2b8\uc5d0 1,091\uc5b5 \ub2ec\ub7ec\ub97c \ud22c\uc790\ud558\ub294 \ub4f1 \ub9c9\ub300\ud55c AI \uc790\ubcf8 \uc9c0\ucd9c\ub85c \uc778\ud574 2025\ub144 \ub9e4\ucd9c\uc758 37.70%\ub97c \ucc28\uc9c0\ud569\ub2c8\ub2e4. \uc77c\uc0c1\uc801\uc778 \ub77c\ubca8\ub9c1 \uc790\ub3d9\ud654\uac00 \ud655\ub300\ub428\uc5d0 \ub530\ub77c \uc131\uc7a5\uc740 \uc5f0\ud3c9\uade0 9.60%\ub85c \uc644\ud654\ub418\uc9c0\ub9cc, \uc124\uba85 \uac00\ub2a5\uc131 \ubc0f \uaddc\uc81c \ub370\uc774\ud130 \uc791\uc5c5\uc774 \ubcfc\ub968\uc744 \ubcf4\ucda9\ud569\ub2c8\ub2e4. \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591(APAC) \uc9c0\uc5ed\uc740 2023\ub144 \uc544\uc138\uc548(ASEAN) \uc9c0\uc5ed\uc5d0 \ub300\ud55c \ub514\uc9c0\ud138 \uacbd\uc81c \uc678\uad6d\uc778 \uc9c1\uc811 \ud22c\uc790(FDI)\uac00 2,300\uc5b5 \ub2ec\ub7ec\ub85c \uae09\uc99d\ud558\uba74\uc11c \uc5f0\ud3c9\uade0 28.40%\ub85c \uac00\uc7a5 \ube60\ub978 \ud655\uc7a5\uc744 \ubcf4\uc785\ub2c8\ub2e4. \uc911\uad6d\uc740 \ub2e4\uc911 \ubaa8\ub4dc \uae30\ubc18 \ubaa8\ub378\uc744 \ud655\uc7a5\ud558\uace0, \uc778\ub3c4\ub294 \ube44\uc6a9 \uacbd\uc7c1\ub825 \uc788\ub294 \uc601\uc5b4 \ub2a5\uc219 \ub178\ub3d9\ub825\uc744 \ud65c\uc6a9\ud558\uba70, \uc778\ub3c4\ub124\uc2dc\uc544\ub294 \ub300\uaddc\ubaa8 \ubaa8\ubc14\uc77c \uc6b0\uc120 \uc791\uc5c5\uc790 \uc9d1\ub2e8\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc720\ub7fd\uc740 21.10%\uc758 \uc810\uc720\uc728\uacfc 11.90%\uc758 \uc131\uc7a5\ub960\uc744 \ubcf4\uc774\uba70, \uac15\ub825\ud55c AI \ucc44\ud0dd\uacfc \uc5ed\ub0b4 \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9 \ud5c8\ube0c\ub97c \uc790\uadf9\ud558\ub294 \uc81c\ud55c\uc801\uc778 \uad6d\uacbd \uac04 \ub370\uc774\ud130 \uaddc\uc81c \uc0ac\uc774\uc5d0\uc11c \uade0\ud615\uc744 \uc774\ub8f9\ub2c8\ub2e4. \ub0a8\ubbf8\uc640 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74\ub294 \uac01\uac01 \uc5f0\ud3c9\uade0 18.90%\uc640 23.20%\uc758 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud558\uba70, \ubcf4\ucda9 \uc218\uc785\uc744 \uc704\ud55c \uae31(gig) \ubaa8\ub378\uc744 \ucc44\ud0dd\ud558\ub294 \uc80a\uc740 \uc778\uad6c \ud1b5\uacc4\uc5d0 \ud798\uc785\uc5b4 \uc0c8\ub85c\uc6b4 \uc218\uc694 \ud480\uc744 \ud615\uc131\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacbd\uc7c1 \ud658\uacbd<\/p>\n<p>\uacbd\uc7c1 \ud658\uacbd\uc740 \ubcfc\ub968 \uc911\uc2ec\uc758 \uc2dc\uc7a5\uc5d0\uc11c \ud488\uc9c8 \uc911\uc2ec\uc758 \uad00\ub9ac\ud615 \uc11c\ube44\uc2a4 \ud328\ub7ec\ub2e4\uc784\uc73c\ub85c \uc804\ud658\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc8fc\uc694 \uc5c5\uccb4\ub4e4\uc740 \uc8fc\uc11d \ub3c4\uad6c, \uc778\ub825 \uad00\ub9ac \ubc0f \uaddc\uc81c \uc900\uc218 \ub300\uc2dc\ubcf4\ub4dc\ub97c \ud1b5\ud569\ud558\uc5ec \uc815\ud655\uc131, \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \ucc98\ub9ac \uc2dc\uac04\uc5d0 \ub300\ud55c \uae30\uc5c5 SLA\ub97c \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. LXT\uc758 2025\ub144 Clickworker \uc778\uc218\ub294 6\ubc31\ub9cc \uba85\uc758 \uc778\uc7ac \ub124\ud2b8\uc6cc\ud06c\ub97c \ud1b5\ud569\ud558\uc5ec \uaddc\ubaa8 \uc911\uc2ec\uc758 \ud1b5\ud569\uacfc \ud5ec\uc2a4\ucf00\uc5b4 \ubc0f \uc790\uc728 \uc8fc\ud589 \ucc28\ub7c9 \ub370\uc774\ud130\uc14b\uc73c\ub85c\uc758 \uac00\uce58 \uc0ac\uc2ac \uc0c1\ud5a5 \uc774\ub3d9\uc744 \uc2dc\uc0ac\ud569\ub2c8\ub2e4. NVIDIA\uc758 \uc218\uc9c1 \ud1b5\ud569 \ub9c8\uc774\ud06c\ub85c \uc11c\ube44\uc2a4\ub294 \uae30\uc220 \ub9ac\ub354\ub4e4\uc774 \ub3c5\uc810 AI \uc2a4\ud0dd\uc744 \ubcf4\uc644\ud558\uae30 \uc704\ud574 \uc804\ubb38\ud654\ub41c \uc791\uc5c5 \uc0dd\ud0dc\uacc4\ub97c \uc5b4\ub5bb\uac8c \uc721\uc131\ud558\ub294\uc9c0 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \ud558\uc774\ube0c\ub9ac\ub4dc\/API \uc6b0\uc120 \uc9c4\uc785\uc790\ub4e4\uc740 \uac1c\ubc1c\uc790 \uc911\uc2ec\uc758 \ud1b5\ud569\uacfc \uc885\ub7c9\uc81c \uacc4\uc57d\uc744 \ud1b5\ud574 \ucc28\ubcc4\ud654\ud558\uba70, MLOps \ud300\uc73c\ub85c\ubd80\ud130 \ucd94\uac00 \uc608\uc0b0\uc744 \ud655\ubcf4\ud569\ub2c8\ub2e4. \uac1c\ubc29\ud615 \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4\ub294 \ud558\ud5a5 \uc218\uc218\ub8cc \uc555\ub825\uacfc \uaddc\uc81c \uc900\uc218 \ube44\uc6a9 \uc99d\uac00\uc5d0 \uc9c1\uba74\ud558\uc5ec \ud2c8\uc0c8 \uc2dc\uc7a5 \uc804\ubb38\ud654(\uc608: \uc758\ub8cc \uc601\uc0c1, \ubc95\ub960 \ubb38\uc11c \uac80\uc0c9)\ub85c \ub098\uc544\uac00\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc804\ubc18\uc801\uc73c\ub85c, \uc791\uc5c5\uc790 \uacf5\uc815\uc131, \ud0c4\uc18c \ud68c\uacc4 \ud22c\uba85\uc131 \ubc0f \uc9c0\ub9ac\uc801\uc73c\ub85c \ubd84\ud560\ub41c \ub370\uc774\ud130 \ud750\ub984\uc744 \uc785\uc99d\ud560 \uc218 \uc788\ub294 \ud50c\ub7ab\ud3fc\uc73c\ub85c \ud611\uc0c1\ub825\uc774 \uc774\ub3d9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uc2dc\uc7a5 \ucc38\uc5ec\uc790:<\/p>\n<p>*   Amazon Mechanical Turk, Inc.<br \/>\n*   Appen Limited<br \/>\n*   Clickworker GmbH<br \/>\n*   Coople AG<br \/>\n*   Dynata, LLC<\/p>\n<p>\ucd5c\uadfc \uc0b0\uc5c5 \ub3d9\ud5a5:<\/p>\n<p>*   2025\ub144 5\uc6d4: LXT\ub294 Clickworker \uc778\uc218\ub97c \uc644\ub8cc\ud558\uc5ec \ud488\uc9c8 \ubcf4\uc99d \uacb0\uc81c \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud569\ud558\uace0 \ubd80\ubb38\ubcc4 \uc8fc\uc11d \uae30\ub2a5\uc744 \ud655\uc7a5\ud568\uc73c\ub85c\uc368, \uaddc\uc81c \uc0b0\uc5c5 \uacc4\uc57d\uc744 \ud655\ubcf4\ud560 \uc218 \uc788\ub294 \ud1b5\ud569 \ubc95\uc778\uc73c\ub85c \uc790\ub9ac\ub9e4\uae40\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   2025\ub144 4\uc6d4: Labelvisor\ub294 \ub370\uc774\ud130 \uc8fc\uc11d\uc5d0 \ud2b9\ud654\ub41c \ucd5c\uc801\ud654\ub41c \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9 \ud50c\ub7ab\ud3fc\uc744 \ucd9c\uc2dc\ud558\uc5ec \uc8fc\uc11d \uc791\uc5c5\uc758 \uc138\ubd84\ud654\ub97c \ud1b5\ud574 \uc644\ub8cc \uc18d\ub3c4\uc640 \ud488\uc9c8 \ud5a5\uc0c1\uc744 \uac15\uc870\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   2025\ub144 3\uc6d4: NVIDIA\ub294 \uc2e0\uc57d \uac1c\ubc1c \ubc0f \ub514\uc9c0\ud138 \ud5ec\uc2a4\ub97c \uc704\ud55c \uc0dd\uc131\ud615 AI \ub9c8\uc774\ud06c\ub85c \uc11c\ube44\uc2a4\ub97c \ucd9c\uc2dc\ud558\uc5ec \ub3c4\uba54\uc778 \uc804\ubb38\uac00 \uac80\uc99d \uc791\uc5c5\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \ucc3d\ucd9c\ud558\uace0, \uc804\ubb38\ud654\ub41c \uc8fc\uc11d \uc0dd\ud0dc\uacc4\ub97c \uc911\uc2ec\uc73c\ub85c \ud55c \ud50c\ub7ab\ud3fc \uc804\ub7b5\uc744 \uc2dc\uc0ac\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   2025\ub144 1\uc6d4: \ubbf8\uad6d \ubc95\ubb34\ubd80\ub294 \uc6b0\ub824 \uad6d\uac00\ub85c\uc758 \ubbfc\uac10 \ub370\uc774\ud130 \uc804\uc1a1\uc744 \uc81c\ud55c\ud558\ub294 \uaddc\uc815\uc744 \uc2dc\ud589\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubcf8 \ubcf4\uace0\uc11c\ub294 \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9 \uc2dc\uc7a5\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \ubd84\uc11d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9 \uc2dc\uc7a5\uc740 \ub300\uaddc\ubaa8 \ud504\ub85c\uc81d\ud2b8\ub97c \uc6d0\uaca9 \uc791\uc5c5\uc790\uac00 \uba87 \ucd08\uc5d0\uc11c \uba87 \ubd84 \ub0b4\uc5d0 \uc644\ub8cc\ud560 \uc218 \uc788\ub294 \ub9e4\uc6b0 \uc791\uace0 \ub3c5\ub9bd\uc801\uc778 \uc791\uc5c5\uc73c\ub85c \ubd84\ud574\ud558\uc5ec \ud50c\ub7ab\ud3fc \uc5d0\uc2a4\ud06c\ub85c\ub97c \ud1b5\ud574 \uac74\ubcc4\ub85c \ubcf4\uc218\ub97c \uc9c0\uae09\ud558\ub294 \uc628\ub77c\uc778 \ub610\ub294 \uc9c0\ub9ac \uae30\ubc18 \ub514\uc9c0\ud138 \ud50c\ub7ab\ud3fc\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc8fc\uc694 \ud65c\ub3d9\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc8fc\uc11d, \ucf58\ud150\uce20 \uc870\uc815, \uc9e7\uc740 \uc124\ubb38\uc870\uc0ac, \uac80\uc0c9 \ud3c9\uac00 \ub4f1 AI \ubaa8\ub378 \ub610\ub294 \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4 \uc790\ub3d9\ud654\uc5d0 \ud65c\uc6a9\ub418\ub294 &#8216;\ud734\uba3c \uc778 \ub354 \ub8e8\ud504(human-in-the-loop)&#8217; \uc791\uc5c5 \ud750\ub984\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ub2e4\uc2dc\uac04 \uc18c\uc694\ub418\ub294 \uc804\ud1b5\uc801\uc778 \ud504\ub9ac\ub79c\uc11c \ud504\ub85c\uc81d\ud2b8\ub098 \ub300\uba74 \uc11c\ube44\uc2a4\ub294 \ubcf8 \uc5f0\uad6c \ubc94\uc704\uc5d0\uc11c \uc81c\uc678\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc5f0\uad6c \ubc29\ubc95\ub860\uc740 1\ucc28 \ubc0f 2\ucc28 \uc870\uc0ac\ub97c \ud1b5\ud574 \uc218\ub9bd\ub418\uc5c8\uc2b5\ub2c8\ub2e4. 1\ucc28 \uc870\uc0ac\ub294 \ud50c\ub7ab\ud3fc \uc784\uc6d0, \uc791\uc5c5 \uad00\ub9ac\uc790, \uc219\ub828\ub41c \uc791\uc5c5\uc790 \ubc0f \ub370\uc774\ud130 \ub77c\ubca8\ub9c1 \uc11c\ube44\uc2a4 \uad6c\ub9e4\uc790\uc640\uc758 \uc778\ud130\ubdf0 \ubc0f \uc628\ub77c\uc778 \uc124\ubb38\uc870\uc0ac\ub97c \ud3ec\ud568\ud558\uc5ec \ud3c9\uade0 \uc9c0\ubd88\uc728, \uc791\uc5c5 \uac70\ubd80\uc728, \ucc44\ud0dd \uc7a5\ubcbd \ub4f1\uc744 \ud30c\uc545\ud558\uace0 \uc9c0\uc5ed\ubcc4 \uac00\uc911\uce58\ub97c \uc870\uc815\ud558\ub294 \ub370 \ud65c\uc6a9\ub418\uc5c8\uc2b5\ub2c8\ub2e4. 2\ucc28 \uc870\uc0ac\ub294 \uad6d\uc81c\uc804\uae30\ud1b5\uc2e0\uc5f0\ud569(ITU), \uc138\uacc4\uc740\ud589, \ubbf8\uad6d \ub178\ub3d9\ud1b5\uacc4\uad6d \ub4f1\uc758 \uacf5\uac1c \uc790\ub8cc\uc640 D&#038;B Hoovers, Dow Jones Factiva \uac19\uc740 \uad6c\ub3c5 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ud65c\uc6a9\ud558\uc5ec \uc2dc\uc7a5 \uaddc\ubaa8\ub97c \ud30c\uc545\ud558\uace0 \uc8fc\uc694 \uacf5\uae09\uc5c5\uccb4\uc758 \uc791\uc5c5\ub7c9\uc744 \ucd94\uc815\ud588\uc2b5\ub2c8\ub2e4. \uc2dc\uc7a5 \uaddc\ubaa8 \uc0b0\uc815 \ubc0f \uc608\uce21\uc740 \uae00\ub85c\ubc8c \ub514\uc9c0\ud138 \ub178\ub3d9 \uc9c0\ucd9c \ubc0f AI \ub370\uc774\ud130 \ub77c\ubca8\ub9c1 \uc608\uc0b0\uc744 \uae30\ubc18\uc73c\ub85c \ud558\ub294 \ud558\ud5a5\uc2dd \uc811\uadfc \ubc29\uc2dd\uacfc \uacf5\uae09\uc5c5\uccb4\ubcc4 \uc791\uc5c5\ub7c9 \ubc0f \ud3c9\uade0 \uc11c\ube44\uc2a4 \uac00\uaca9\uc744 \uae30\ubc18\uc73c\ub85c \ud558\ub294 \uc0c1\ud5a5\uc2dd \uc811\uadfc \ubc29\uc2dd\uc744 \uacb0\ud569\ud558\uc5ec \uc774\ub8e8\uc5b4\uc84c\uc2b5\ub2c8\ub2e4. \uc2a4\ub9c8\ud2b8\ud3f0 \ubcf4\uae09\ub960, \uae30\uc5c5 AI \uc9c0\ucd9c, \ud50c\ub7ab\ud3fc \uc218\uc218\ub8cc\uc728, \uaddc\uc81c \uc900\uc218 \ube44\uc6a9, \ud3c9\uade0 \uc791\uc5c5 \uc2dc\uac04 \ub4f1 \uc8fc\uc694 \ubcc0\uc218\ub97c \ub2e4\ubcc0\ub7c9 \ud68c\uadc0 \ubaa8\ub378\uc5d0 \uc801\uc6a9\ud558\uc5ec 2025-2030\ub144 \uc804\ub9dd\uc744 \uc0dd\uc131\ud588\uc73c\uba70, \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \uaddc\uc815 \ubc0f \ucd5c\uc800 \uc784\uae08 \ubc95\uc548 \uc2dc\ub098\ub9ac\uc624 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc608\uce21\uc758 \uc2e0\ub8b0\uc131\uc744 \uac80\uc99d\ud588\uc2b5\ub2c8\ub2e4. Mordor Intelligence\ub294 \uac80\uc99d\ub41c \uc628\ub77c\uc778 \ubc0f \uc704\uce58 \uae30\ubc18 \ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud06c\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc2e4\uc2dc\uac04 \ud658\uc728\uc744 \uc801\uc6a9\ud558\uba70 \ub9e4\ub144 \ub370\uc774\ud130\ub97c \uc5c5\ub370\uc774\ud2b8\ud558\uc5ec \uc2dc\uc7a5 \ubca4\uce58\ub9c8\ud06c\uc758 \uc2e0\ub8b0\uc131\uc744 \ud655\ubcf4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc774\ud06c\ub85c \ud0dc\uc2a4\ud0b9 \uc2dc\uc7a5\uc740 2025\ub144 101\uc5b5 6\ucc9c\ub9cc \ub2ec\ub7ec \uaddc\ubaa8\ub85c \ud3c9\uac00\ub418\uc5c8\uc73c\uba70, 2026\ub144\ubd80\ud130 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR) 27.90%\ub85c \uc131\uc7a5\ud558\uc5ec 2031\ub144\uc5d0\ub294 347\uc5b5 2\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0 \uc774\ub97c \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. 2025\ub144 \uae30\uc900 \ubd81\ubbf8 \uc9c0\uc5ed\uc774 \uac00\uc7a5 \ud070 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud558\uace0 \uc788\uc73c\uba70, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591(APAC) \uc9c0\uc5ed\uc740 \uc608\uce21 \uae30\uac04(2026-2031\ub144) \ub3d9\uc548 \uac00\uc7a5 \ube60\ub978 \uc131\uc7a5\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5\uc758 \uc8fc\uc694 \uc131\uc7a5 \ub3d9\ub825\uc73c\ub85c\ub294 \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI(Gen-AI)\ub97c \uc704\ud55c \ub370\uc774\ud130 \ub77c\ubca8\ub9c1 \ud655\uc7a5, \uc6d0\uaca9 \ubc0f \uc720\uc5f0 \uadfc\ubb34 \uc778\ub825\uc758 \ud655\uc0b0, \uc2e4\uc2dc\uac04 \uac10\uc0ac\uac00 \ud544\uc694\ud55c \ub514\uc9c0\ud138 \ucee4\uba38\uc2a4 SKU(\uc7ac\uace0 \uad00\ub9ac \ub2e8\uc704) \uc99d\uac00, \uc124\uba85 \uac00\ub2a5\ud55c AI \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \uaddc\uc81c \uc555\ub825, 30\ucd08 \ubbf8\ub9cc \uc9e7\uc740 \ud615\uc2dd \ube44\ub514\uc624\uc758 \uc548\uc804 \uac80\uc0ac \uae09\uc99d, Web3 \ud50c\ub7ab\ud3fc\uc5d0\uc11c\uc758 \ub9c8\uc774\ud06c\ub85c \uc778\uc13c\ud2f0\ube0c \uc9c0\uac11 \ucc44\ud0dd \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubc18\uba74, \uc2dc\uc7a5 \uc131\uc7a5\uc744 \uc800\ud574\ud558\ub294 \uc694\uc778\uc73c\ub85c\ub294 GDPR(\uc720\ub7fd \uc77c\ubc18 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638\ubc95) \ubc0f DPDP-\uc778\ub3c4(\uc778\ub3c4 \ub514\uc9c0\ud138 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638\ubc95)\uc640 \uac19\uc740 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubc0f \ub370\uc774\ud130 \uc8fc\uad8c \ubc95\ub960, \ub0ae\uc740 \ubcf4\uc218\ub85c \uc778\ud55c \uc791\uc5c5\uc790 \uc774\ud0c8, AI \ubaa8\ub378 \uc815\ud655\ub3c4\ub97c \uc800\ud558\uc2dc\ud0ac \uc218 \uc788\ub294 \uc5b8\uc5b4 \ud488\uc9c8 \ubb38\uc81c, \uc0c1\uc2dc \uc6b4\uc601\ub418\ub294 \uc8fc\uc11d \uc13c\ud130\uc758 \ud0c4\uc18c \uac10\uc0ac \ube44\uc6a9 \uc99d\uac00 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5\uc740 \uc791\uc5c5 \uc720\ud615(\ucf58\ud150\uce20 \uc870\uc815, \ub370\uc774\ud130 \uc785\ub825 \ubc0f \ucc98\ub9ac, \uc774\ubbf8\uc9c0 \ubc0f \ube44\ub514\uc624 \uc8fc\uc11d, \uc124\ubb38\uc870\uc0ac \ubc0f \ud53c\ub4dc\ubc31, \uc624\ub514\uc624 \uc804\uc0ac \ub4f1), \uc560\ud50c\ub9ac\ucf00\uc774\uc158(AI \uad50\uc721 \ubc0f \ub370\uc774\ud130 \ub77c\ubca8\ub9c1, \uc2dc\uc7a5 \uc870\uc0ac \ubc0f \ud1b5\ucc30\ub825, \uc2e0\ub8b0 \ubc0f \uc548\uc804\/UGC \uc870\uc815, \uc18c\ub9e4 \uc9c4\uc5f4\ub300 \ubc0f \uac00\uaca9 \uac10\uc0ac, \uc5b8\uc5b4 \ubc0f \ud604\uc9c0\ud654 \ub4f1), \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5(\uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798, \uae30\uc220 \ubc0f \ud1b5\uc2e0, BFSI, \uc758\ub8cc \ubc0f \uc0dd\uba85 \uacfc\ud559, \ubbf8\ub514\uc5b4 \ubc0f \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8, \uad50\uc721, \uc815\ubd80 \ubc0f \uacf5\uacf5 \ubd80\ubb38 \ub4f1), \ud50c\ub7ab\ud3fc \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378(\uc624\ud508 \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4, \uad00\ub9ac\ud615 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4, \ud558\uc774\ube0c\ub9ac\ub4dc\/API \uc6b0\uc120) \ubc0f \uc9c0\uc5ed\ubcc4\ub85c \uc138\ubd84\ud654\ub418\uc5b4 \ubd84\uc11d\ub429\ub2c8\ub2e4.<\/p>\n<p>\uacbd\uc7c1 \ud658\uacbd \ubd84\uc11d\uc5d0\ub294 \uc2dc\uc7a5 \uc9d1\uc911\ub3c4, \uc8fc\uc694 \uae30\uc5c5\uc758 \uc804\ub7b5\uc801 \uc6c0\uc9c1\uc784, \uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc8fc\uc694 \uc2dc\uc7a5 \ucc38\uc5ec\uc790\ub85c\ub294 Amazon Mechanical Turk, Appen, Clickworker, Fiverr, Airtasker, Prolific, Scale AI, Sama, TELUS Intl AI Data Solutions, Hive, Toloka, TaskRabbit, Field Agent, Lionbridge AI, CrowdWorks (JP), iMerit, OneForma (Pactera), Coople, Dynata, 99designs, EasyShifts \ub4f1\uc774 \uc788\uc73c\uba70, \ud2b9\ud788 Amazon Mechanical Turk, Appen Limited, Clickworker GmbH, Coople AG, Dynata, LLC\uac00 \uc8fc\uc694 \uae30\uc5c5\uc73c\ub85c \uc5b8\uae09\ub429\ub2c8\ub2e4.<\/p>\n<p>\ubcf4\uace0\uc11c\ub294 \ub610\ud55c \uc2dc\uc7a5 \uae30\ud68c\uc640 \ubbf8\ub798 \uc804\ub9dd, \uadf8\ub9ac\uace0 \ubbf8\uac1c\ucc99 \uc601\uc5ed \ubc0f \ucda9\uc871\ub418\uc9c0 \uc54a\uc740 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \ud3c9\uac00\ub97c 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