{"id":36301,"date":"2026-02-11T03:19:07","date_gmt":"2026-02-11T03:19:07","guid":{"rendered":"https:\/\/www.globalresearch.co.kr\/insight\/bot-services-market-mordor\/"},"modified":"2026-10-23T12:11:25","modified_gmt":"2026-10-23T03:11:25","slug":"bot-services-market-mordor","status":"publish","type":"post","link":"https:\/\/www.globalresearch.co.kr\/insight\/bot-services-market-mordor\/","title":{"rendered":"\uc138\uacc4\uc758 \ubd07 \uc11c\ube44\uc2a4 \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc810\uc720\uc728 \ubd84\uc11d &#8211; \uc131\uc7a5 \ub3d9\ud5a5 \ubc0f \uc804\ub9dd (2026 &#8211; 2031)"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2026\/02\/bot-services-market-1751978302661-major-players.webp\" alt=\"Chart\" class=\"aligncenter size-full\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2026\/02\/bot-services-market-size-image-1768488505297.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 \uba54\uc2dc\uc9d5 \uc571 API\uc758 \ud655\uc0b0<\/li>\n<li class=\"toc-level-3\">4.2.2 \uc0dd\uc131\ud615 AI \ud601\uc2e0\uc73c\ub85c \uc778\ud55c NLP \ube44\uc6a9 \uc808\uac10<\/li>\n<li class=\"toc-level-3\">4.2.3 \uc804 \uc0b0\uc5c5\uc5d0 \uac78\uce5c 24\uc2dc\uac04 \uace0\uac1d \ucc38\uc5ec \uc218\uc694<\/li>\n<li class=\"toc-level-3\">4.2.4 \ubd80\ubb38\ubcc4 LLM \ud50c\ub7ab\ud3fc (\uac74\uac15, \ubc95\ub960 \ub4f1)<\/li>\n<li class=\"toc-level-3\">4.2.5 SaaS \uc2a4\ud0dd\uc5d0 \ub0b4\uc7a5\ub41c \ub178\ucf54\ub4dc\/\ub85c\uc6b0\ucf54\ub4dc \ubd07 \ube4c\ub354<\/li>\n<li class=\"toc-level-3\">4.2.6 \ub300\ud654\ud615 \ucee4\uba38\uc2a4 \uc218\uc775\ud654 \ubc0f \uc784\ubca0\ub514\ub4dc \uacb0\uc81c<\/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 \ub808\uac70\uc2dc \uc2dc\uc2a4\ud15c \ud1b5\ud569 \ubcf5\uc7a1\uc131<\/li>\n<li class=\"toc-level-3\">4.3.2 \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \ubc0f \uaddc\uc815 \uc900\uc218 \ubb38\uc81c<\/li>\n<li class=\"toc-level-3\">4.3.3 \ubb34\ub8cc \uc0dd\uc131\ud615 \ubd07\uc73c\ub85c \uc778\ud55c \uc9c0\ubd88 \uc758\uc0ac \uac10\uc18c<\/li>\n<li class=\"toc-level-3\">4.3.4 \ud3b8\ud5a5\ub41c \uc54c\uace0\ub9ac\uc998\uc73c\ub85c \uc778\ud55c \ud658\uac01 \ubc0f \ube0c\ub79c\ub4dc \uc704\ud5d8<\/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 \ud22c\uc790 \ubd84\uc11d<\/li>\n<li class=\"toc-level-2\">4.9 \uac70\uc2dc \uacbd\uc81c \uc694\uc778\uc758 \uc601\ud5a5<\/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 \ubc30\ud3ec \ucc44\ub110\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.1.1 \uc6f9\uc0ac\uc774\ud2b8 (\uc6f9 \uae30\ubc18)<\/li>\n<li class=\"toc-level-3\">5.1.2 \ubaa8\ubc14\uc77c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 (\uc778\uc571)<\/li>\n<li class=\"toc-level-3\">5.1.3 \uc18c\uc15c \/ \uba54\uc2dc\uc9d5 \ud50c\ub7ab\ud3fc<\/li>\n<li class=\"toc-level-3\">5.1.4 \uc74c\uc131 \/ IVR \uace0\uac1d \uad00\ub9ac<\/li>\n<li class=\"toc-level-3\">5.1.5 \uc774\uba54\uc77c \ubc0f \uc81c\ud488 \ub0b4 \uc704\uc82f<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.2 \uc81c\ud488 \uc720\ud615\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.2.1 \ud14d\uc2a4\ud2b8 \uae30\ubc18 \ucc57\ubd07<\/li>\n<li class=\"toc-level-3\">5.2.2 \uc74c\uc131 \ube44\uc11c<\/li>\n<li class=\"toc-level-3\">5.2.3 \uc2a4\ub9c8\ud2b8 \uc2a4\ud53c\ucee4 \/ IoT \ud5c8\ube0c<\/li>\n<li class=\"toc-level-3\">5.2.4 NLP \uc5d4\uc9c4 \ub77c\uc774\uc120\uc2f1<\/li>\n<li class=\"toc-level-3\">5.2.5 \uc0dd\uc131\ud615 AI \uc5d0\uc774\uc804\ud2b8<\/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 \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798<\/li>\n<li class=\"toc-level-3\">5.3.2 BFSI<\/li>\n<li class=\"toc-level-3\">5.3.3 \uc758\ub8cc \ubc0f \uc0dd\uba85 \uacfc\ud559<\/li>\n<li class=\"toc-level-3\">5.3.4 IT \ubc0f \ud1b5\uc2e0<\/li>\n<li class=\"toc-level-3\">5.3.5 \uc5ec\ud589 \ubc0f \uc219\ubc15<\/li>\n<li class=\"toc-level-3\">5.3.6 \uc815\ubd80 \ubc0f \uacf5\uacf5 \ubd80\ubb38<\/li>\n<li class=\"toc-level-3\">5.3.7 \uc81c\uc870 \ubc0f \ubb3c\ub958<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.4 \uc870\uc9c1 \uaddc\ubaa8\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.4.1 \uc911\uc18c\uae30\uc5c5 (SMEs)<\/li>\n<li class=\"toc-level-3\">5.4.2 \ub300\uae30\uc5c5<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.5 \uc9c0\uc5ed\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.5.1 \ubd81\ubbf8\n<ul>\n<li class=\"toc-level-4\">5.5.1.1 \ubbf8\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.1.2 \uce90\ub098\ub2e4<\/li>\n<li class=\"toc-level-4\">5.5.1.3 \uba55\uc2dc\ucf54<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.5.2 \ub0a8\ubbf8\n<ul>\n<li class=\"toc-level-4\">5.5.2.1 \ube0c\ub77c\uc9c8<\/li>\n<li class=\"toc-level-4\">5.5.2.2 \uc544\ub974\ud5e8\ud2f0\ub098<\/li>\n<li class=\"toc-level-4\">5.5.2.3 \uae30\ud0c0 \ub0a8\ubbf8<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.5.3 \uc720\ub7fd\n<ul>\n<li class=\"toc-level-4\">5.5.3.1 \ub3c5\uc77c<\/li>\n<li class=\"toc-level-4\">5.5.3.2 \ud504\ub791\uc2a4<\/li>\n<li class=\"toc-level-4\">5.5.3.3 \uc601\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.3.4 \uc774\ud0c8\ub9ac\uc544<\/li>\n<li class=\"toc-level-4\">5.5.3.5 \uae30\ud0c0 \uc720\ub7fd<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.5.4 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591\n<ul>\n<li class=\"toc-level-4\">5.5.4.1 \uc911\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.4.2 \uc778\ub3c4<\/li>\n<li class=\"toc-level-4\">5.5.4.3 \uc77c\ubcf8<\/li>\n<li class=\"toc-level-4\">5.5.4.4 \uae30\ud0c0 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.5.5 \uc911\ub3d9\n<ul>\n<li class=\"toc-level-4\">5.5.5.1 \uc0ac\uc6b0\ub514\uc544\ub77c\ube44\uc544<\/li>\n<li class=\"toc-level-4\">5.5.5.2 \uc544\ub78d\uc5d0\ubbf8\ub9ac\ud2b8<\/li>\n<li class=\"toc-level-4\">5.5.5.3 \ud280\ub974\ud0a4\uc608<\/li>\n<li class=\"toc-level-4\">5.5.5.4 \uae30\ud0c0 \uc911\ub3d9<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.5.6 \uc544\ud504\ub9ac\uce74\n<ul>\n<li class=\"toc-level-4\">5.5.6.1 \ub0a8\uc544\ud504\ub9ac\uce74 \uacf5\ud654\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.6.2 \ub098\uc774\uc9c0\ub9ac\uc544<\/li>\n<li class=\"toc-level-4\">5.5.6.3 \uae30\ud0c0 \uc544\ud504\ub9ac\uce74<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-5\">6. \uacbd\uc7c1 \ud658\uacbd<\/p>\n<ul>\n<li class=\"toc-level-2\">6.1 \uc2dc\uc7a5 \uc9d1\uc911\ub3c4<\/li>\n<li class=\"toc-level-2\">6.2 \uc804\ub7b5\uc801 \uc6c0\uc9c1\uc784<\/li>\n<li class=\"toc-level-2\">6.3 \uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d<\/li>\n<li class=\"toc-level-2\">6.4 \uae30\uc5c5 \ud504\ub85c\ud544 (\uae00\ub85c\ubc8c \uc218\uc900 \uac1c\uc694, \uc2dc\uc7a5 \uc218\uc900 \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 Amazon Web Services<\/li>\n<li class=\"toc-level-3\">6.4.2 Microsoft<\/li>\n<li class=\"toc-level-3\">6.4.3 Google<\/li>\n<li class=\"toc-level-3\">6.4.4 IBM<\/li>\n<li class=\"toc-level-3\">6.4.5 Oracle<\/li>\n<li class=\"toc-level-3\">6.4.6 Meta (Facebook)<\/li>\n<li class=\"toc-level-3\">6.4.7 Nuance Communications<\/li>\n<li class=\"toc-level-3\">6.4.8 SAP<\/li>\n<li class=\"toc-level-3\">6.4.9 Salesforce<\/li>\n<li class=\"toc-level-3\">6.4.10 Twilio<\/li>\n<li class=\"toc-level-3\">6.4.11 Zendesk<\/li>\n<li class=\"toc-level-3\">6.4.12 LivePerson<\/li>\n<li class=\"toc-level-3\">6.4.13 Kore.ai<\/li>\n<li class=\"toc-level-3\">6.4.14 Yellow.ai<\/li>\n<li class=\"toc-level-3\">6.4.15 Intercom<\/li>\n<li class=\"toc-level-3\">6.4.16 Drift<\/li>\n<li class=\"toc-level-3\">6.4.17 Ada Support<\/li>\n<li class=\"toc-level-3\">6.4.18 ServiceNow<\/li>\n<li class=\"toc-level-3\">6.4.19 Haptik<\/li>\n<li class=\"toc-level-3\">6.4.20 Chatfuel<\/li>\n<li class=\"toc-level-3\">6.4.21 Baidu (DuerOS)<\/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>\ubd07 \uc11c\ube44\uc2a4 \uc2dc\uc7a5 \uac1c\uc694 \ubcf4\uace0\uc11c (2026-2031)<\/p>\n<p>\uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc131\uc7a5 \uc804\ub9dd<\/p>\n<p>\ubd07 \uc11c\ube44\uc2a4 \uc2dc\uc7a5\uc740 2026\ub144 51.1\uc5b5 \ub2ec\ub7ec \uaddc\ubaa8\uc5d0\uc11c 2031\ub144\uc5d0\ub294 198.2\uc5b5 \ub2ec\ub7ec\uc5d0 \uc774\ub97c \uac83\uc73c\ub85c \uc804\ub9dd\ub418\uba70, 2026\ub144\ubd80\ud130 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 31.20%\uc758 \ub192\uc740 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc131\uc7a5\uc740 \ub300\ud654\ud615 \uc790\ub3d9\ud654\uc5d0 \ub300\ud55c \uae30\uc5c5\uc758 \uac15\ub825\ud55c \uc218\uc694, \uc0dd\uc131\ud615 AI \uae30\uc220\uc758 \uac00\uc18d\ud654\ub41c \ubc1c\uc804, \uadf8\ub9ac\uace0 \ud45c\uc900\ud654\ub41c \uba54\uc2dc\uc9d5 API\uc758 \uafb8\uc900\ud55c \ud655\uc0b0\uc5d0 \ud798\uc785\uc740 \ubc14\uac00 \ud07d\ub2c8\ub2e4. \ud2b9\ud788 \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8\uc758 OpenAI\uc5d0 \ub300\ud55c 130\uc5b5 \ub2ec\ub7ec \uc9c0\ubd84 \ud22c\uc790\ub294 \ud655\uc7a5 \uac00\ub2a5\ud55c \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM) \uc778\ud504\ub77c\uac00 \uc804\ub7b5\uc801 \uc5ed\ub7c9\uc73c\ub85c \uc790\ub9ac\ub9e4\uae40\ud588\uc74c\uc744 \uae30\uc5c5\ub4e4\uc5d0\uac8c \ud655\uc2e0\uc2dc\ucf1c, \uace0\uac1d \ub300\uba74 \ubd07\uc5d0 \ub300\ud55c \uc608\uc0b0 \ud22c\uc785\uc744 \ucd09\uc9c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubd81\ubbf8 \uc9c0\uc5ed\uc774 \uc8fc\uc694 \ub9e4\ucd9c \uae30\ubc18\uc744 \uc720\uc9c0\ud558\uace0 \uc788\uc9c0\ub9cc, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 \uc815\ubd80\uc758 \ub300\uaddc\ubaa8 AI \ubd80\uc591 \uc790\uae08 \ud560\ub2f9\uacfc \uc9c0\uc5ed \uae30\uc5c5\ub4e4\uc758 \ub2e4\uad6d\uc5b4 \uace0\uac1d \ucc38\uc5ec \ud604\uc9c0\ud654 \uacbd\uc7c1\uc73c\ub85c \uac00\uc7a5 \uac00\ud30c\ub978 \uc131\uc7a5\uc138\ub97c \ubcf4\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4. 24\uc2dc\uac04 \uc5f0\uc911\ubb34\ud734\uc758 \uc800\ube44\uc6a9 \uc9c0\uc6d0\uc5d0 \ub300\ud55c \uae30\ub300\ub294 IT \ub85c\ub4dc\ub9f5\uc5d0\uc11c \ubd07 \ud1b5\ud569\uc744 \uc6b0\uc120\uc21c\uc704\uc5d0 \ub450\uac8c \ud558\uc9c0\ub9cc, \ub808\uac70\uc2dc \uc2dc\uc2a4\ud15c\uc758 \ubcf5\uc7a1\uc131, \uaddc\uc81c \uc900\uc218 \ubd80\ub2f4, \uadf8\ub9ac\uace0 \ud658\uac01(hallucination) \uc704\ud5d8\uc740 \uc5ec\uc804\ud788 \ubc30\ud3ec \uc18d\ub3c4\ub97c \ub2a6\ucd94\ub294 \uc694\uc778\uc73c\ub85c \uc791\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uc2dc\uc7a5 \ub3d9\ud5a5 \ubc0f \ud1b5\ucc30\ub825<\/p>\n<p>1. \uc81c\ud488 \uc720\ud615\ubcc4 \ubd84\uc11d:<br \/>\n2025\ub144 \uae30\uc900 \ud14d\uc2a4\ud2b8 \uae30\ubc18 \ucc57\ubd07\uc774 \ubd07 \uc11c\ube44\uc2a4 \uc2dc\uc7a5 \uc810\uc720\uc728\uc758 47.20%\ub97c \ucc28\uc9c0\ud558\uba70 \uac00\uc7a5 \ud070 \ube44\uc911\uc744 \ubcf4\uc600\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc0dd\uc131\ud615 AI \uc5d0\uc774\uc804\ud2b8\ub294 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 32.05%\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \uc0c1\ud669 \uc778\uc9c0 \ucd94\ub860 \ub2a5\ub825\uc744 \ub192\uc774 \ud3c9\uac00\ud558\uba70, \ud658\uac01 \ud604\uc0c1\uc744 \uc904\uc774\uae30 \uc704\ud55c \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG) \uae30\ub2a5 \uac1c\ubc1c\uc5d0 \ubc15\ucc28\ub97c \uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>2. \ubc30\ud3ec \ucc44\ub110\ubcc4 \ubd84\uc11d:<br \/>\n\uc6f9\uc0ac\uc774\ud2b8 \uae30\ubc18 \ubd07\uc774 2025\ub144 \ub9e4\ucd9c\uc758 41.25%\ub97c \ucc28\uc9c0\ud558\uba70 \uc5ec\uc804\ud788 \uc911\uc694\ud55c \ucc44\ub110\uc784\uc744 \ubcf4\uc5ec\uc8fc\uc9c0\ub9cc, \ubaa8\ubc14\uc77c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc2a4\ub9c8\ud2b8\ud3f0 \uc911\uc2ec\uc758 \uace0\uac1d \ud589\ub3d9 \ubcc0\ud654\uc5d0 \ub530\ub77c \uc5f0\ud3c9\uade0 32.43%\uc758 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \uc571 \ub0b4\uc5d0\uc11c \uc2dc\uc791\ud558\uc5ec SMS\ub97c \uac70\uccd0 \uc774\uba54\uc77c\ub85c \ub9c8\ubb34\ub9ac\ub418\ub294 \ub300\ud654 \ud750\ub984\uc744 \ud1b5\ud569\ud558\uc5ec \uc634\ub2c8\ucc44\ub110 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>3. \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5\ubcc4 \ubd84\uc11d:<br \/>\n\uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798 \uc0b0\uc5c5\uc774 2025\ub144 \ub9e4\ucd9c\uc758 30.35%\ub97c \ucc28\uc9c0\ud558\uba70 \uc120\ub450\ub97c \ub2ec\ub838\uc2b5\ub2c8\ub2e4. \ubc18\uba74, \uc758\ub8cc \ubc0f \uc0dd\uba85 \uacfc\ud559 \ubd84\uc57c\ub294 \ud658\uc790 \ubd84\ub958, \ub9cc\uc131 \uc9c8\ud658 \uad00\ub9ac, \ud589\uc815 \uc5c5\ubb34 \uc790\ub3d9\ud654 \ub4f1\uc758 \uc218\uc694 \uc99d\uac00\ub85c \uc5f0\ud3c9\uade0 31.97%\uc758 \uac00\uc7a5 \ube60\ub978 \uc131\uc7a5\ub960\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uae08\uc735 \uae30\uad00, \uc815\ubd80 \uae30\uad00, \uc81c\uc870 \ubc0f \ubb3c\ub958 \uae30\uc5c5\uc5d0\uc11c\ub3c4 \ubd07 \ud65c\uc6a9\uc774 \ud655\ub300\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>4. \uc870\uc9c1 \uaddc\ubaa8\ubcc4 \ubd84\uc11d:<br \/>\n\ub300\uae30\uc5c5\uc774 2025\ub144 \ubd07 \uc11c\ube44\uc2a4 \uc2dc\uc7a5 \ub9e4\ucd9c\uc758 51.10% \uc774\uc0c1\uc744 \ucc28\uc9c0\ud588\uc9c0\ub9cc, \uc911\uc18c\uae30\uc5c5(SME)\uc740 \ub178\ucf54\ub4dc\/\ub85c\uc6b0\ucf54\ub4dc \ub514\uc790\uc778 \uc2a4\ud29c\ub514\uc624\uc758 \ud655\uc0b0\uc73c\ub85c \uc9c4\uc785 \uc7a5\ubcbd\uc774 \ub0ae\uc544\uc9c0\uba74\uc11c \uc5f0\ud3c9\uade0 32.35%\uc758 \uac00\uc7a5 \ub192\uc740 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4.<\/p>\n<p>5. \uc9c0\uc5ed\ubcc4 \ubd84\uc11d:<br \/>\n\ubd81\ubbf8 \uc9c0\uc5ed\uc740 2025\ub144 \ub9e4\ucd9c\uc758 30.15%\ub97c \ucc28\uc9c0\ud558\uba70 \uac00\uc7a5 \ud070 \uc2dc\uc7a5\uc744 \ud615\uc131\ud588\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 \uc815\ubd80\uc758 \ub300\uaddc\ubaa8 \ud22c\uc790\uc640 \uac1c\ubc1c\uc790 \uc0dd\ud0dc\uacc4 \uc131\uc7a5\uc5d0 \ud798\uc785\uc5b4 \uc5f0\ud3c9\uade0 32.50%\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uce21\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uc131\uc7a5 \ub3d9\uc778 (Drivers)<\/p>\n<p>*   \uba54\uc2dc\uc9d5 \uc571 API\uc758 \ud655\uc0b0: WhatsApp, Messenger \ub4f1 \ud45c\uc900\ud654\ub41c API\ub97c \ud1b5\ud574 \uae30\uc5c5\ub4e4\uc740 \uace0\uac1d\uc774 \uc774\ubbf8 \uc0ac\uc6a9\ud558\ub294 \ucc44\ub110\uc5d0 \ubd07\uc744 \uc9c1\uc811 \ud1b5\ud569\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc911\uc18c\uae30\uc5c5\uc758 \ucc44\ud0dd\uc744 \uac00\uc18d\ud654\ud558\uba70, \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ucf54\ud30c\uc77c\ub7ff \uc2a4\ud29c\ub514\uc624\ub97c \ud1b5\ud55c \ub9de\ucda4\ud615 \uc5d0\uc774\uc804\ud2b8 \uad6c\ucd95\uc774 \ubd84\uae30\ubcc4 130% \uc99d\uac00\ud558\ub294 \ub4f1 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc774 \uc2dc\uc7a5 \uc131\uc7a5\uc744 \uacac\uc778\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc0dd\uc131\ud615 AI \ubc1c\uc804\uc73c\ub85c \uc778\ud55c NLP \ube44\uc6a9 \uc808\uac10: \uc0ac\uc804 \ud6c8\ub828\ub41c \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uc740 \ub9de\ucda4\ud615 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ud30c\uc774\ud504\ub77c\uc778\uc758 \ud544\uc694\uc131\uc744 \uc5c6\uc560\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \uc790\uccb4 \uad6c\ucd95\ubcf4\ub2e4\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18\uc758 \uace0\uae09 \uc5b8\uc5b4 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\ub294 \uac83\uc744 \uc120\ud638\ud558\uba70, \uc774\ub294 \uc0c8\ub85c\uc6b4 \ubd07 \ubc30\ud3ec\uc758 \uac00\uce58 \uc2e4\ud604 \uc2dc\uac04\uc744 \ub2e8\ucd95\uc2dc\ud0b5\ub2c8\ub2e4.<br \/>\n*   24\uc2dc\uac04 \uc5f0\uc911\ubb34\ud734 \uace0\uac1d \ucc38\uc5ec \uc218\uc694: \uc758\ub8cc, \uae08\uc735, \uc18c\ub9e4 \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c \uc0c1\uc2dc \uc6b4\uc601\ub418\ub294 \ub514\uc9c0\ud138 \uc5d0\uc774\uc804\ud2b8\ub294 \ud544\uc218\uc801\uc778 \uc6b4\uc601 \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uc558\uc2b5\ub2c8\ub2e4. \ud658\uc790 \ubd84\ub958, \uc0ac\uae30 \uacbd\uace0, \uc8fc\ubb38 \ucd94\uc801 \ub4f1 \ucd08\uae30 \ub2e8\uacc4\uc758 \uc0ac\uc6a9 \uc0ac\ub840\ub294 \uc778\uac74\ube44\ub97c \uc808\uac10\ud558\uace0 \uc751\ub2f5 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud569\ub2c8\ub2e4.<br \/>\n*   \uc0b0\uc5c5\ubcc4 \ud2b9\ud654 LLM \ud50c\ub7ab\ud3fc: HIPAA \uaddc\uc815\uc744 \uc900\uc218\ud558\ub294 \uc758\ub8cc \ubd07\uc774\ub098 \ubc95\ub960 \uad00\ub828 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\uc640 \uac19\uc774 \ud2b9\uc815 \uc0b0\uc5c5\uc5d0 \ud2b9\ud654\ub41c \ubaa8\ub378\uc740 \uc5c4\uaca9\ud55c \uaddc\uc81c \uc900\uc218 \ubc0f \ub3c4\uba54\uc778\ubcc4 \uc9c0\uc2dd \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud558\uba70, \ub192\uc740 \ud504\ub9ac\ubbf8\uc5c4\uacfc \ubca4\ub354 \uc885\uc18d\uc131\uc744 \uac15\ud654\ud569\ub2c8\ub2e4.<br \/>\n*   SaaS \uc2a4\ud0dd \ub0b4 \ub178\ucf54\ub4dc\/\ub85c\uc6b0\ucf54\ub4dc \ubd07 \ube4c\ub354: \ub178\ucf54\ub4dc\/\ub85c\uc6b0\ucf54\ub4dc \ub3c4\uad6c\ub294 \uc9c4\uc785 \uc7a5\ubcbd\uc744 \ub0ae\ucdb0 \uc911\uc18c\uae30\uc5c5\ub3c4 \uba87 \uc2dc\uac04 \ub0b4\uc5d0 \ubd07\uc744 \ubc30\ud3ec\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \uad6c\ub3c5 \uae30\ubc18 \uac00\uaca9 \ubaa8\ub378\uc740 \uac70\ub798\ub7c9\uc5d0 \ub530\ub77c \ube44\uc6a9\uc744 \uc870\uc815\ud558\uc5ec \uc911\uc18c\uae30\uc5c5\uc758 \uc704\ud5d8 \ubd80\ub2f4\uc744 \uc904\uc5ec\uc90d\ub2c8\ub2e4.<br \/>\n*   \ub300\ud654\ud615 \ucee4\uba38\uc2a4 \ubc0f \uc784\ubca0\ub514\ub4dc \uacb0\uc81c: \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc744 \uc911\uc2ec\uc73c\ub85c \ub300\ud654\ud615 \ucee4\uba38\uc2a4\uc640 \ubd07 \ub0b4 \uacb0\uc81c \uae30\ub2a5\uc774 \ud655\uc0b0\ub418\uba74\uc11c \uc2dc\uc7a5 \uc131\uc7a5\uc744 \ucd09\uc9c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uc81c\uc57d \uc694\uc778 (Restraints)<\/p>\n<p>*   \ub808\uac70\uc2dc \uc2dc\uc2a4\ud15c \ud1b5\ud569\uc758 \ubcf5\uc7a1\uc131: \uba54\uc778\ud504\ub808\uc784 \uc911\uc2ec\uc758 \uc740\ud589\uc774\ub098 \uc758\ub8cc \uae30\uad00\uc740 \ud604\ub300\uc801\uc778 \ub300\ud654\ud615 \ub808\uc774\uc5b4\ub97c \uae30\uc874 \uc2dc\uc2a4\ud15c\uc5d0 \ud1b5\ud569\ud560 \ub54c \uc778\ud130\ud398\uc774\uc2a4 \uac1c\ubc1c \ubc0f \ubcf4\uc548 \ud14c\uc2a4\ud2b8\uc5d0 \ub9ce\uc740 \uc2dc\uac04\uacfc \ub178\ub825\uc744 \ud544\uc694\ub85c \ud569\ub2c8\ub2e4.<br \/>\n*   \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \ubc0f \uaddc\uc81c \uc900\uc218 \ubb38\uc81c: 2024\ub144 8\uc6d4 \ubc1c\ud6a8\ub41c EU AI Act\uc640 \uac19\uc740 \uaddc\uc81c\ub294 \uace0\uc704\ud5d8 \ubd07 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ud3c9\uac00 \ubc0f \ubb38\uc11c\ud654\ub97c \uc758\ubb34\ud654\ud558\uc5ec \uac1c\ubc1c \uae30\uac04\uc744 \uc5f0\uc7a5\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc544\uc138\uc548 \uc9c0\uc5ed\uc5d0\uc11c\ub3c4 \uc720\uc0ac\ud55c \uaddc\uc81c\uac00 \ub4f1\uc7a5\ud558\uba70 \ub2e4\uad6d\uc801 \uae30\uc5c5\uc758 \uaddc\uc81c \uc900\uc218 \ubd80\ub2f4\uc744 \uac00\uc911\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ubb34\ub8cc \uc0dd\uc131\ud615 \ubd07\uc758 \ud655\uc0b0\uc73c\ub85c \uc778\ud55c \uc9c0\ubd88 \uc758\uc0ac \uac10\uc18c: \ubb34\ub8cc\ub85c \uc81c\uacf5\ub418\ub294 \uc0dd\uc131\ud615 \ubd07\uc758 \uc99d\uac00\ub294 \uc720\ub8cc \ubd07 \uc11c\ube44\uc2a4\uc5d0 \ub300\ud55c \uace0\uac1d\uc758 \uc9c0\ubd88 \uc758\uc0ac\ub97c \uc57d\ud654\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ud658\uac01 \ubc0f \ud3b8\ud5a5\ub41c \uc54c\uace0\ub9ac\uc998\uc73c\ub85c \uc778\ud55c \ube0c\ub79c\ub4dc \uc704\ud5d8: \ubd07\uc758 \ud658\uac01 \ud604\uc0c1\uc774\ub098 \ud3b8\ud5a5\ub41c \uc54c\uace0\ub9ac\uc998\uc740 \uae30\uc5c5\uc758 \ube0c\ub79c\ub4dc \uc774\ubbf8\uc9c0\uc5d0 \ubd80\uc815\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc73c\uba70, \ud2b9\ud788 EU\uc5d0\uc11c\ub294 \uc774\uc5d0 \ub300\ud55c \uaddc\uc81c\uc801 \ucd08\uc810\uc774 \uac15\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacbd\uc7c1 \ud658\uacbd<\/p>\n<p>\ubd07 \uc11c\ube44\uc2a4 \uc2dc\uc7a5\uc740 \uc911\uac04 \uc815\ub3c4\uc758 \uc9d1\uc911\ub3c4\ub97c \ubcf4\uc785\ub2c8\ub2e4. \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8\ub294 OpenAI\uc5d0 \ub300\ud55c 130\uc5b5 \ub2ec\ub7ec \uc9c0\ubd84 \ud22c\uc790\uc640 \ub3c5\uc810\uc801\uc778 GPT \uc811\uadfc\uad8c\uc744 \ud1b5\ud574 \uac15\ub825\ud55c \uacbd\uc7c1 \uc6b0\uc704\ub97c \ud655\ubcf4\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub97c Azure \uad6c\ub3c5 \uc11c\ube44\uc2a4\uc5d0 \ud1b5\ud569\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uad6c\uae00\uc740 Gemini\uc640 \uba40\ud2f0\ubaa8\ub2ec \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \uae30\ub2a5\uc744 \ud3ec\ud568\ud558\ub294 \ud655\uc7a5\ub41c \ud2b9\ud5c8 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub85c \ub300\uc751\ud558\uba70, \ub300\ud654\ud615 AI\uc640 \ubab0\uc785\ud615 \uc778\ud130\ud398\uc774\uc2a4\uc758 \uc735\ud569 \uacbd\uc7c1\uc744 \ubc8c\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub9c8\uc874\uc740 \ub9de\ucda4\ud615 AI \uac00\uc18d\uae30\ub97c \ud65c\uc6a9\ud558\uc5ec \uace0\uc6a9\ub7c9 \uace0\uac1d \uc11c\ube44\uc2a4 \uc6cc\ud06c\ub85c\ub4dc\uc5d0 \uc911\uc694\ud55c \ucd94\ub860 \uc9c0\uc5f0 \uc2dc\uac04\uacfc \ube44\uc6a9\uc744 \uc808\uac10\ud558\uace0 \uc788\uc73c\uba70, \uba54\ud0c0\ub294 WhatsApp Business API \uc218\uc775\ud654\uc5d0 \uc9d1\uc911\ud558\uc5ec \ub300\uaddc\ubaa8 \ub300\ud654\ud615 \ucee4\uba38\uc2a4\ub97c \ud65c\uc131\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>IBM, \ud150\uc13c\ud2b8, \ud551\uc548\uacfc \uac19\uc740 \uc804\ud1b5\uc801\uc778 \uae30\uc5c5 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uacf5\uae09\uc5c5\uccb4\ub4e4\uc740 \uc0b0\uc5c5\ubcc4 \ud15c\ud50c\ub9bf\uacfc \uaddc\uc81c \uc900\uc218 \ub3c4\uad6c \ud0a4\ud2b8\ub97c \ud1b5\ud574 \ucc28\ubcc4\ud654\ub97c \uaf80\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub4e4\uc740 \uc0dd\uc131\ud615 AI \ud2b9\ud5c8 \ubd84\uc57c\uc5d0\uc11c \uc120\ub3c4\uc801\uc778 \uc9c0\ubd84\uc744 \ubcf4\uc720\ud558\uba70 \ub3c4\uba54\uc778\ubcc4 \uad6c\uc131 \uc694\uc18c\ub97c \uc81c3\uc790\uc5d0\uac8c \ub77c\uc774\uc120\uc2a4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc2a4\ud0c0\ud2b8\uc5c5\ub4e4\uc740 \ub85c\uc6b0\ucf54\ub4dc \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158, \ubaa8\ub378 \ubaa8\ub2c8\ud130\ub9c1, \ud3b8\ud5a5 \uc644\ud654 \ub4f1 \ud2b9\uc815 \ud2c8\uc0c8\uc2dc\uc7a5\uc5d0 \uc9d1\uc911\ud558\uba70, \ud480\uc2a4\ud0dd \uacbd\uc7c1\ubcf4\ub2e4\ub294 \ud558\uc774\ud37c\uc2a4\ucf00\uc77c\ub7ec\uc640\uc758 \ud30c\ud2b8\ub108\uc2ed\uc744 \uc120\ud638\ud569\ub2c8\ub2e4. \ud2b9\ud5c8 \uae30\ubc18\uc758 \uc2dc\uc7a5 \uc120\uc810 \uacbd\uc7c1\uc740 \uce58\uc5f4\ud558\uba70, 2023\ub144 USPTO\uc5d0\ub294 14,000\uac74 \uc774\uc0c1\uc758 \uc0dd\uc131\ud615 AI \uad00\ub828 \ud2b9\ud5c8 \ucd9c\uc6d0\uc774 \uc811\uc218\ub418\uc5b4 10\ub144 \uc804\ubcf4\ub2e4 20\ubc30 \uc99d\uac00\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ucd5c\uadfc \uc5c5\uacc4 \ub3d9\ud5a5\uc73c\ub85c\ub294 2025\ub144 1\uc6d4 \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8\uc758 OpenAI\uc5d0 \ub300\ud55c 130\uc5b5 \ub2ec\ub7ec \uc9c0\ubd84 \ud22c\uc790, 2024\ub144 12\uc6d4 USPTO\uc758 AI \ubc1c\uba85 \ud2b9\ud5c8 \uc801\uaca9\uc131 \uc9c0\uce68 \uc5c5\ub370\uc774\ud2b8, 2024\ub144 10\uc6d4 \uad6c\uae00\uc758 GEMINI \uc0c1\ud45c\uad8c \ubd84\uc7c1, \uadf8\ub9ac\uace0 2024\ub144 8\uc6d4 EU AI Act \ubc1c\ud6a8 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc6c0\uc9c1\uc784\ub4e4\uc740 \ub370\uc774\ud130, \uc54c\uace0\ub9ac\uc998, \ubc95\uc801 \ubcf4\ud638\uc5d0 \ub300\ud55c \ud1b5\uc81c\uac00 \uc2dc\uc7a5 \uc9c4\ucd9c \uc804\ub7b5\uc5d0 \uc9c1\uc811\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \ud658\uacbd\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uc2dc\uc7a5 \ucc38\uc5ec \uae30\uc5c5: IBM Corporation, Amazon Web Services Inc., Microsoft Corporation, Google (Alphabet Inc.), Oracle.<\/p>\n<p>\uae00\ub85c\ubc8c \ubd07 \uc11c\ube44\uc2a4 \uc2dc\uc7a5 \ubcf4\uace0\uc11c \uc694\uc57d<\/p>\n<p>\ubd07 \uc11c\ube44\uc2a4\ub294 \uc74c\uc131 \uba85\ub839, \ud14d\uc2a4\ud2b8, \uadf8\ub798\ud53d \ub4f1 \uae30\uc874 \ubc29\uc2dd\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\uc640 \uc0c1\ud638\uc791\uc6a9\ud558\uba70 \uc778\uac04\uc758 \uac1c\uc785 \uc5c6\uc774 \ud2b9\uc815 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub3c4\ub85d \ud504\ub85c\uadf8\ub798\ubc0d\ub41c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc785\ub2c8\ub2e4. \uc774\ub294 \uace0\uac1d \uc9c8\ubb38\uc744 \ud574\uacb0\ud558\uace0 24\uc2dc\uac04 \uc5f0\uc911\ubb34\ud734 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \uc778\uac04\uc774 \ub354 \ubcf5\uc7a1\ud55c \uc5c5\ubb34\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \ubcf8 \ubcf4\uace0\uc11c\ub294 \ubd07 \uc11c\ube44\uc2a4 \uc2dc\uc7a5\uc758 \uc804\ubc18\uc801\uc778 \ud604\ud669, \uc131\uc7a5 \ub3d9\ub825, \uc81c\uc57d \uc694\uc778, \uc138\ubd84\ud654\ub41c \ubd84\uc11d \ubc0f \uacbd\uc7c1 \ud658\uacbd\uc744 \ud3ec\uad04\uc801\uc73c\ub85c \ub2e4\ub8e8\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc131\uc7a5 \uc804\ub9dd<br \/>\n\uae00\ub85c\ubc8c \ubd07 \uc11c\ube44\uc2a4 \uc2dc\uc7a5\uc740 2026\ub144 51.1\uc5b5 \ub2ec\ub7ec\uc5d0\uc11c 2031\ub144 198.2\uc5b5 \ub2ec\ub7ec\ub85c \uc5f0\ud3c9\uade0 31.20%\uc758 \ub192\uc740 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uc2dc\uc7a5 \ub3d9\ub825<br \/>\n\uc2dc\uc7a5\uc758 \uc131\uc7a5\uc744 \uacac\uc778\ud558\ub294 \uc8fc\uc694 \uc694\uc778\uc73c\ub85c\ub294 \uba54\uc2dc\uc9d5 \uc571 API\uc758 \ud655\uc0b0, \uc0dd\uc131\ud615 AI \uae30\uc220 \ubc1c\uc804\uc73c\ub85c \uc778\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ube44\uc6a9 \uc808\uac10, \uc0b0\uc5c5 \uc804\ubc18\uc758 24\uc2dc\uac04 \uace0\uac1d \ucc38\uc5ec \uc218\uc694 \uc99d\uac00\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ud5ec\uc2a4\ucf00\uc5b4, \ubc95\ub960 \ub4f1 \ud2b9\uc815 \uc0b0\uc5c5 \ubd84\uc57c\uc5d0 \ud2b9\ud654\ub41c LLM(\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378) \ud50c\ub7ab\ud3fc\uc758 \ub4f1\uc7a5\uacfc SaaS \uc2a4\ud0dd\uc5d0 \ub0b4\uc7a5\ub41c \ub178\ucf54\ub4dc\/\ub85c\uc6b0\ucf54\ub4dc \ubd07 \ube4c\ub354\uc758 \ud655\uc0b0\uc774 \uc2dc\uc7a5 \uc131\uc7a5\uc744 \uac00\uc18d\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub300\ud654\ud615 \ucee4\uba38\uc2a4 \uc218\uc775\ud654 \ubc0f \uc784\ubca0\ub514\ub4dc \uacb0\uc81c \uc2dc\uc2a4\ud15c \ub610\ud55c \uc911\uc694\ud55c \ub3d9\ub825\uc73c\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uc81c\uc57d \uc694\uc778<br \/>\n\ubc18\uba74, \uc2dc\uc7a5\uc758 \uc81c\uc57d \uc694\uc778\uc73c\ub85c\ub294 \ub808\uac70\uc2dc \uc2dc\uc2a4\ud15c \ud1b5\ud569\uc758 \ubcf5\uc7a1\uc131, \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \ubc0f \uaddc\uc81c \uc900\uc218 \ubb38\uc81c, \ubb34\ub8cc \uc0dd\uc131\ud615 \ubd07\uc758 \ub4f1\uc7a5\uc73c\ub85c \uc778\ud55c \uc9c0\ubd88 \uc758\ud5a5 \uac10\uc18c\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ud3b8\ud5a5\ub41c \uc54c\uace0\ub9ac\uc998\uc73c\ub85c \uc778\ud55c \ud658\uac01(Hallucination) \ud604\uc0c1 \ubc0f \ube0c\ub79c\ub4dc \uc704\ud5d8 \ub610\ud55c \uc8fc\uc694 \uacfc\uc81c\ub85c \uc9c0\uc801\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uc138\ubd84\ud654 \ubd84\uc11d<br \/>\n*   \ubc30\ud3ec \ucc44\ub110\ubcc4: \uc6f9\uc0ac\uc774\ud2b8(\uc6f9 \uae30\ubc18), \ubaa8\ubc14\uc77c \uc560\ud50c\ub9ac\ucf00\uc774\uc158(\uc778\uc571), \uc18c\uc15c\/\uba54\uc2dc\uc9d5 \ud50c\ub7ab\ud3fc, \uc74c\uc131\/IVR \uace0\uac1d \uad00\ub9ac, \uc774\uba54\uc77c \ubc0f \uc778-\ud504\ub85c\ub355\ud2b8 \uc704\uc82f \ub4f1\uc73c\ub85c \ubd84\ub958\ub429\ub2c8\ub2e4.<br \/>\n*   \uc81c\ud488 \uc720\ud615\ubcc4: \ud14d\uc2a4\ud2b8 \uae30\ubc18 \ucc57\ubd07, \uc74c\uc131 \ube44\uc11c, \uc2a4\ub9c8\ud2b8 \uc2a4\ud53c\ucee4\/IoT \ud5c8\ube0c, NLP \uc5d4\uc9c4 \ub77c\uc774\uc120\uc2f1, \uc0dd\uc131\ud615 AI \uc5d0\uc774\uc804\ud2b8 \ub4f1\uc73c\ub85c \ub098\ub269\ub2c8\ub2e4. \ud604\uc7ac \ud14d\uc2a4\ud2b8 \uae30\ubc18 \ucc57\ubd07\uc774 \uc804\uccb4 \ub9e4\ucd9c\uc758 47.20%\ub97c \ucc28\uc9c0\ud558\uba70 \uac00\uc7a5 \ud070 \ube44\uc911\uc744 \ucc28\uc9c0\ud558\uace0 \uc788\uc73c\ub098, \uc0dd\uc131\ud615 AI \uc5d0\uc774\uc804\ud2b8\uac00 \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\ub294 \uce74\ud14c\uace0\ub9ac\ub85c \ubd80\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5\ubcc4: \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798, BFSI(\uc740\ud589, \uae08\uc735 \uc11c\ube44\uc2a4 \ubc0f \ubcf4\ud5d8), \ud5ec\uc2a4\ucf00\uc5b4 \ubc0f \uc0dd\uba85 \uacfc\ud559, IT \ubc0f \ud1b5\uc2e0, \uc5ec\ud589 \ubc0f \uc219\ubc15, \uc815\ubd80 \ubc0f \uacf5\uacf5 \ubd80\ubb38, \uc81c\uc870 \ubc0f \ubb3c\ub958 \ub4f1 \uad11\ubc94\uc704\ud55c \uc0b0\uc5c5\uc5d0\uc11c \ud65c\uc6a9\ub429\ub2c8\ub2e4.<br \/>\n*   \uc870\uc9c1 \uaddc\ubaa8\ubcc4: \uc911\uc18c\uae30\uc5c5(SME)\uacfc \ub300\uae30\uc5c5\uc73c\ub85c \uad6c\ubd84\ub429\ub2c8\ub2e4. \ud2b9\ud788 \uc911\uc18c\uae30\uc5c5\uc740 \ub178\ucf54\ub4dc \ub514\uc790\uc778 \uc2a4\ud29c\ub514\uc624\uc640 API \uae30\ubc18 \ubc30\ud3ec\ub97c \ud1b5\ud574 \uae30\uc220\uc801 \uc7a5\ubcbd\uc774 \ub0ae\uc544\uc9c0\uba74\uc11c \uc5f0\ud3c9\uade0 32.35%\uc758 \ub192\uc740 \uc131\uc7a5\ub960\ub85c \ubd07 \ub3c4\uc785\uc744 \uac00\uc18d\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc9c0\uc5ed\ubcc4: \ubd81\ubbf8(\ubbf8\uad6d, \uce90\ub098\ub2e4, \uba55\uc2dc\ucf54), \ub0a8\ubbf8(\ube0c\ub77c\uc9c8, \uc544\ub974\ud5e8\ud2f0\ub098), \uc720\ub7fd(\ub3c5\uc77c, \ud504\ub791\uc2a4, \uc601\uad6d, \uc774\ud0c8\ub9ac\uc544), \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591(\uc911\uad6d, \uc778\ub3c4, \uc77c\ubcf8), \uc911\ub3d9(\uc0ac\uc6b0\ub514\uc544\ub77c\ube44\uc544, UAE, \ud280\ub974\ud0a4\uc608), \uc544\ud504\ub9ac\uce74(\ub0a8\uc544\ud504\ub9ac\uce74, \ub098\uc774\uc9c0\ub9ac\uc544) \ub4f1\uc73c\ub85c \uc138\ubd84\ud654\ub429\ub2c8\ub2e4. \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 \uc815\ubd80\uc758 \uac15\ub825\ud55c AI \ud22c\uc790\uc640 \ub2e4\uad6d\uc5b4 \uace0\uac1d \ucc38\uc5ec \uc694\uad6c \uc99d\uac00\uc5d0 \ud798\uc785\uc5b4 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 32.50%\ub85c \uac00\uc7a5 \ub192\uc740 \uc131\uc7a5\ub960\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4.<\/p>\n<p>\uaddc\uc81c \ubc0f \uacbd\uc7c1 \ud658\uacbd<br \/>\n\uaddc\uc81c \ud658\uacbd \uce21\uba74\uc5d0\uc11c\ub294 EU AI Act\uac00 \ud22c\uba85\uc131 \ubcf4\uace0 \ubc0f \uc801\ud569\uc131 \ud3c9\uac00\ub97c \uc758\ubb34\ud654\ud558\uc5ec, \uac10\uc0ac \uac00\ub2a5\ud55c \ubb38\uc11c\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\ub294 \uacf5\uae09\uc5c5\uccb4\uc5d0 \uc720\ub9ac\ud558\uac8c \uc791\uc6a9\ud558\uba70 \uaddc\uc81c \uc900\uc218 \ub3c4\uad6c\uac00 \ubd80\uc871\ud55c \uc81c\ud488 \ucd9c\uc2dc\ub294 \uc9c0\uc5f0\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uacbd\uc7c1 \ud658\uacbd\uc5d0\ub294 Amazon Web Services, Microsoft, Google, IBM, Oracle, Meta \ub4f1 \uae00\ub85c\ubc8c \uae30\uc220 \ub300\uae30\uc5c5\uacfc Kore.ai, Yellow.ai, LivePerson \ub4f1 \uc804\ubb38 \ubd07 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4\ub4e4\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uac70\uc2dc \uacbd\uc81c \uc694\uc778 \ubc0f \ubbf8\ub798 \uc804\ub9dd<br \/>\n\ubcf4\uace0\uc11c\ub294 COVID-19 \ud32c\ub370\ubbf9\uc774 \uc2dc\uc7a5\uacfc \uc774\ud574\uad00\uacc4\uc790\uc5d0\uac8c \ubbf8\uce5c \uc601\ud5a5\uc744 \ubd84\uc11d\ud558\uace0 \ud604\uc7ac \uc2dc\uc7a5 \ucd94\uc815 \ubc0f \ubbf8\ub798 \uc608\uce21\uc5d0 \ubc18\uc601\ud588\uc2b5\ub2c8\ub2e4. \ubd07 \uc11c\ube44\uc2a4 \uc2dc\uc7a5\uc740 \uac15\ub825\ud55c \uae30\uc220 \ubc1c\uc804\uacfc \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc758 \uc218\uc694 \uc99d\uac00\uc5d0 \ud798\uc785\uc5b4 \uc9c0\uc18d\uc801\uc778 \uace0\uc131\uc7a5\uc744 \uc774\ub8f0 \uac83\uc73c\ub85c \uc608\uc0c1\ub418\uc9c0\ub9cc, \ub808\uac70\uc2dc \uc2dc\uc2a4\ud15c \ud1b5\ud569 \ubc0f \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \uc900\uc218\uc640 \uac19\uc740 \uacfc\uc81c \ud574\uacb0\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-36301","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\/36301"}],"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=36301"}],"version-history":[{"count":0,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts\/36301\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/media?parent=36301"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/categories?post=36301"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/tags?post=36301"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}