{"id":44861,"date":"2026-02-15T06:08:58","date_gmt":"2026-02-15T06:08:58","guid":{"rendered":"https:\/\/www.globalresearch.co.kr\/insight\/intelligent-virtual-assistant-market-mordor\/"},"modified":"2026-09-25T14:46:00","modified_gmt":"2026-09-25T05:46:00","slug":"intelligent-virtual-assistant-market-mordor","status":"publish","type":"post","link":"https:\/\/www.globalresearch.co.kr\/insight\/intelligent-virtual-assistant-market-mordor\/","title":{"rendered":"\uc138\uacc4\uc758 \uc9c0\ub2a5\ud615 \uac00\uc0c1 \ube44\uc11c (IVA) \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\/intelligent-virtual-assistant-market-1752220190927-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\/intelligent-virtual-assistant-market-size-image-1770821089739.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 \uc634\ub2c8\ucc44\ub110 \uace0\uac1d \uc11c\ube44\uc2a4 \ucc57\ubd07 \ucc44\ud0dd \uc99d\uac00<\/li>\n<li class=\"toc-level-3\">4.2.2 \uc2a4\ub9c8\ud2b8 \uc2a4\ud53c\ucee4 \ubc0f IoT \uc74c\uc131 \uc5d4\ub4dc\ud3ec\uc778\ud2b8 \ud655\uc0b0<\/li>\n<li class=\"toc-level-3\">4.2.3 \ub2e4\uad6d\uc5b4 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 NLP\uc758 \ud601\uc2e0<\/li>\n<li class=\"toc-level-3\">4.2.4 \ucee8\ud0dd \uc13c\ud130 \ube44\uc6a9 \uc808\uac10 \uc555\ub825<\/li>\n<li class=\"toc-level-3\">4.2.5 \ub178\uc778 \ub3cc\ubd04 \ubc0f \ub514\uc9c0\ud138 \uce58\ub8cc \ubd84\uc57c\uc5d0\uc11c \uac10\uc815 \uc778\uc2dd IVA \ucc44\ud0dd \uc99d\uac00<\/li>\n<li class=\"toc-level-3\">4.2.6 \uacf5\uacf5 \ubd80\ubb38 \ub514\uc9c0\ud138 \uc11c\ube44\uc2a4\uc5d0 \ub300\ud55c \uc811\uadfc\uc131 \uc758\ubb34<\/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 \uc9c0\uc18d\uc801\uc778 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \ub370\uc774\ud130 \ubcf4\uc548 \ubb38\uc81c<\/li>\n<li class=\"toc-level-3\">4.3.2 \ubcf5\uc7a1\ud55c \ubb38\uc758\uc5d0 \ub300\ud55c \uace0\uac1d\uc758 \uc778\uac04 \uc0c1\ub2f4\uc6d0 \uc120\ud638<\/li>\n<li class=\"toc-level-3\">4.3.3 AI \uc124\uba85 \uac00\ub2a5\uc131 \ubc0f \ub2e4\ud06c \ud328\ud134\uc5d0 \ub300\ud55c \uaddc\uc81c \uc870\uc0ac<\/li>\n<li class=\"toc-level-3\">4.3.4 \ud658\uac01\uc73c\ub85c \uc778\ud55c \ube0c\ub79c\ub4dc \ud3c9\ud310 \uc704\ud5d8<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.4 \uac00\uce58 \uc0ac\uc2ac \ubd84\uc11d<\/li>\n<li class=\"toc-level-2\">4.5 \uaddc\uc81c \ud658\uacbd<\/li>\n<li class=\"toc-level-2\">4.6 \uae30\uc220 \uc804\ub9dd<\/li>\n<li class=\"toc-level-2\">4.7 \ud3ec\ud130\uc758 5\uac00\uc9c0 \uacbd\uc7c1 \uc694\uc778 \ubd84\uc11d\n<ul>\n<li class=\"toc-level-3\">4.7.1 \uacf5\uae09\uc5c5\uccb4\uc758 \ud611\uc0c1\ub825<\/li>\n<li class=\"toc-level-3\">4.7.2 \uad6c\ub9e4\uc790\uc758 \ud611\uc0c1\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<\/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\ud488\ubcc4 (\uac00\uce58)\n<ul>\n<li class=\"toc-level-3\">5.1.1 \ucc57\ubd07<\/li>\n<li class=\"toc-level-3\">5.1.2 \uc2a4\ub9c8\ud2b8 \uc2a4\ud53c\ucee4<\/li>\n<li class=\"toc-level-3\">5.1.3 \ucc28\ub7c9 \ub0b4 IVA<\/li>\n<li class=\"toc-level-3\">5.1.4 \uc6e8\uc5b4\ub7ec\ube14 \/ \uc784\ubca0\ub514\ub4dc \uae30\uae30<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.2 \ubc30\ud3ec \ubaa8\ub4dc\ubcc4 (\uac00\uce58)\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 \/ \uc5e3\uc9c0<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.3 \uc0ac\uc6a9\uc790 \uc778\ud130\ud398\uc774\uc2a4 \uae30\uc220\ubcc4 (\uac00\uce58)\n<ul>\n<li class=\"toc-level-3\">5.3.1 \ud14d\uc2a4\ud2b8 \uae30\ubc18 (\ud14d\uc2a4\ud2b8-\ud22c-\ud14d\uc2a4\ud2b8)<\/li>\n<li class=\"toc-level-3\">5.3.2 \uc74c\uc131 \uae30\ubc18 (ASR + TTS)<\/li>\n<li class=\"toc-level-3\">5.3.3 \uba40\ud2f0\ubaa8\ub2ec (\uc74c\uc131 + \uc2dc\uac01)<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.4 \ucd5c\uc885 \uc0ac\uc6a9\uc790\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.4.1 \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798<\/li>\n<li class=\"toc-level-3\">5.4.2 BFSI<\/li>\n<li class=\"toc-level-3\">5.4.3 \ud5ec\uc2a4\ucf00\uc5b4<\/li>\n<li class=\"toc-level-3\">5.4.4 \ud1b5\uc2e0 \ubc0f IT<\/li>\n<li class=\"toc-level-3\">5.4.5 \uc5ec\ud589 \ubc0f \uc219\ubc15<\/li>\n<li class=\"toc-level-3\">5.4.6 \uae30\ud0c0 \uc0b0\uc5c5<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.5 \uc9c0\uc5ed\ubcc4 (\uac00\uce58)\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 \ub0a8\ubbf8 \uae30\ud0c0 \uc9c0\uc5ed<\/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 \uc601\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.3.3 \ud504\ub791\uc2a4<\/li>\n<li class=\"toc-level-4\">5.5.3.4 \uc2a4\ud398\uc778<\/li>\n<li class=\"toc-level-4\">5.5.3.5 \ub124\ub35c\ub780\ub4dc<\/li>\n<li class=\"toc-level-4\">5.5.3.6 \uc720\ub7fd \uae30\ud0c0 \uc9c0\uc5ed<\/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 \uc77c\ubcf8<\/li>\n<li class=\"toc-level-4\">5.5.4.3 \uc778\ub3c4<\/li>\n<li class=\"toc-level-4\">5.5.4.4 \ub300\ud55c\ubbfc\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.4.5 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.5.5 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74\n<ul>\n<li class=\"toc-level-4\">5.5.5.1 \uc544\ub78d\uc5d0\ubbf8\ub9ac\ud2b8<\/li>\n<li class=\"toc-level-4\">5.5.5.2 \uc0ac\uc6b0\ub514\uc544\ub77c\ube44\uc544<\/li>\n<li class=\"toc-level-4\">5.5.5.3 \ub0a8\uc544\ud504\ub9ac\uce74<\/li>\n<li class=\"toc-level-4\">5.5.5.4 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74 \uae30\ud0c0 \uc9c0\uc5ed<\/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 \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 Amazon.com Inc.<\/li>\n<li class=\"toc-level-3\">6.4.2 Google LLC (Alphabet)<\/li>\n<li class=\"toc-level-3\">6.4.3 Apple Inc.<\/li>\n<li class=\"toc-level-3\">6.4.4 Microsoft Corp.<\/li>\n<li class=\"toc-level-3\">6.4.5 IBM Corp.<\/li>\n<li class=\"toc-level-3\">6.4.6 Meta Platforms Inc.<\/li>\n<li class=\"toc-level-3\">6.4.7 Alibaba Group<\/li>\n<li class=\"toc-level-3\">6.4.8 Baidu Inc.<\/li>\n<li class=\"toc-level-3\">6.4.9 Samsung Electronics Co. Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.10 Xiaomi Inc.<\/li>\n<li class=\"toc-level-3\">6.4.11 OpenAI<\/li>\n<li class=\"toc-level-3\">6.4.12 Anthropic<\/li>\n<li class=\"toc-level-3\">6.4.13 Harman International<\/li>\n<li class=\"toc-level-3\">6.4.14 Nuance Communications Inc.<\/li>\n<li class=\"toc-level-3\">6.4.15 Avaamo Inc.<\/li>\n<li class=\"toc-level-3\">6.4.16 EdgeVerve Systems Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.17 Ipsoft Inc. (Amelia)<\/li>\n<li class=\"toc-level-3\">6.4.18 Kore.ai Inc.<\/li>\n<li class=\"toc-level-3\">6.4.19 Inbenta Technologies Inc.<\/li>\n<li class=\"toc-level-3\">6.4.20 Creative Virtual Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.21 Serviceaide Inc.<\/li>\n<li class=\"toc-level-3\">6.4.22 Rasa Technologies GmbH<\/li>\n<li class=\"toc-level-3\">6.4.23 SoundHound AI Inc.<\/li>\n<li class=\"toc-level-3\">6.4.24 Tencent Holdings Ltd.<\/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>\uc9c0\ub2a5\ud615 \uac00\uc0c1 \ube44\uc11c(IVA) \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc810\uc720\uc728 \ubd84\uc11d: \uc131\uc7a5 \ub3d9\ud5a5 \ubc0f \uc804\ub9dd (2026-2031)<\/p>\n<p># 1. \uc2dc\uc7a5 \uac1c\uc694 \ubc0f \uc8fc\uc694 \uc218\uce58<\/p>\n<p>\uc9c0\ub2a5\ud615 \uac00\uc0c1 \ube44\uc11c(Intelligent Virtual Assistant, IVA) \uc2dc\uc7a5\uc740 2025\ub144 196\uc5b5 \ub2ec\ub7ec\uc5d0\uc11c 2026\ub144 257\uc5b5 \ub2ec\ub7ec\ub85c \uc131\uc7a5\ud588\uc73c\uba70, 2031\ub144\uc5d0\ub294 996\uc5b5 1\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0 \ub3c4\ub2ec\ud558\uc5ec 2026\ub144\ubd80\ud130 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR) 31.12%\ub97c \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae09\uaca9\ud55c \uc131\uc7a5\uc740 \ub2e4\uad6d\uc5b4 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM), \uc57d 4\ub9cc \ub2ec\ub7ec\uc5d0 \ud310\ub9e4\ub418\ub294 \ud2b9\uc218 AI \uce69\uc744 \ud1b5\ud55c \uc628\ub514\ubc14\uc774\uc2a4 \ucd94\ub860, \uadf8\ub9ac\uace0 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc5d0 \ub300\ud55c \uae30\uc5c5\uc758 \uc555\ubc15\uc774 \uc8fc\uc694 \ub3d9\ub825\uc73c\ub85c \uc791\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\uc131\ud615 AI \ubc30\ud3ec\uac00 \uba85\ud655\ud55c \ube44\uc6a9 \uc808\uac10 \ud6a8\uacfc\ub97c \uc785\uc99d\ud568\uc5d0 \ub530\ub77c \uae30\uc5c5 \ud22c\uc790\uac00 \uc9c0\uc18d\ub418\uace0 \uc788\uc73c\uba70, \uc608\ub97c \ub4e4\uc5b4 \ud55c \uc8fc\uc694 \uc5ec\ud589\uc0ac\ub294 IVA \uae30\ubc18 \uc140\ud504\uc11c\ube44\uc2a4 \ucc44\ub110 \ub3c4\uc785 \ud6c4 \uc5f0\uac04 1\ucc9c\ub9cc \ub2ec\ub7ec\uc758 \ube44\uc6a9 \uc808\uac10\uc744 \ubcf4\uace0\ud588\uc2b5\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc\uac00 \uc5ec\uc804\ud788 \uc9c0\ubc30\uc801\uc774\uc9c0\ub9cc, \ubc18\ubcf5\uc801\uc778 \ud558\uc774\ud37c\uc2a4\ucf00\uc77c \ube44\uc6a9\uc744 \ud53c\ud560 \uc218 \uc788\ub294 \uc5e3\uc9c0 \ubc0f \uc628\ud504\ub808\ubbf8\uc2a4 \uc635\uc158\uc774 \uc6b0\uc120\uc21c\uc704\ub85c \ubd80\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc2a4\ub9c8\ud2b8 \uc2a4\ud53c\ucee4\uc640 \ucc28\ub7c9 \ub0b4 \ube44\uc11c\uc758 \uc778\uae30\uac00 \ud56d\uc0c1 \uc791\ub3d9\ud558\ub294 \ub300\ud654\ud615 \uc11c\ube44\uc2a4\uc5d0 \ub300\ud55c \uae30\ub300\ub97c \uc7ac\ud3b8\ud558\uba74\uc11c \uc18c\ube44\uc790 \ud558\ub4dc\uc6e8\uc5b4 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uc774\ub7ec\ud55c \ubaa8\uba58\ud140\uc774 \ubd84\uba85\ud558\uac8c \ub098\ud0c0\ub098\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uc2dc\uc7a5 \uc9c0\ud45c:<br \/>\n*   \uc5f0\uad6c \uae30\uac04: 2020\ub144 \u2013 2031\ub144<br \/>\n*   2026\ub144 \uc2dc\uc7a5 \uaddc\ubaa8: 257\uc5b5 \ub2ec\ub7ec<br \/>\n*   2031\ub144 \uc2dc\uc7a5 \uaddc\ubaa8: 996\uc5b5 1\ucc9c\ub9cc \ub2ec\ub7ec<br \/>\n*   \uc131\uc7a5\ub960 (2026-2031): 31.12% (CAGR)<br \/>\n*   \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\ub294 \uc2dc\uc7a5: \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591<br \/>\n*   \uac00\uc7a5 \ud070 \uc2dc\uc7a5: \ubd81\ubbf8<br \/>\n*   \uc2dc\uc7a5 \uc9d1\uc911\ub3c4: \uc911\uac04<\/p>\n<p># 2. \uc8fc\uc694 \ubcf4\uace0\uc11c \uc694\uc57d (\uc138\uadf8\uba3c\ud2b8\ubcc4 \ubd84\uc11d)<\/p>\n<p>*   \uc81c\ud488\ubcc4: 2025\ub144 \uc2a4\ub9c8\ud2b8 \uc2a4\ud53c\ucee4\uac00 45.68%\uc758 \ub9e4\ucd9c \uc810\uc720\uc728\ub85c \uc2dc\uc7a5\uc744 \uc120\ub3c4\ud588\uc73c\uba70, \ucc28\ub7c9 \ub0b4 IVA\ub294 2031\ub144\uae4c\uc9c0 32.58%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \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\uac00 \uc9c0\ub2a5\ud615 \uac00\uc0c1 \ube44\uc11c \uc2dc\uc7a5 \uc810\uc720\uc728\uc758 67.35%\ub97c \ucc28\uc9c0\ud588\uc73c\uba70, \uc628\ud504\ub808\ubbf8\uc2a4 \ubc0f \uc5e3\uc9c0 \ubc30\ud3ec\ub294 2031\ub144\uae4c\uc9c0 33.72%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c \ud655\uc7a5\ub420 \uac83\uc785\ub2c8\ub2e4.<br \/>\n*   \uc0ac\uc6a9\uc790 \uc778\ud130\ud398\uc774\uc2a4 \uae30\uc220\ubcc4: 2025\ub144 \uc74c\uc131 \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc774 56.94%\uc758 \uc810\uc720\uc728\uc744 \uae30\ub85d\ud588\uc73c\uba70, \uc74c\uc131-\uc2dc\uac01 \ubcf5\ud569 \uc194\ub8e8\uc158(\uba40\ud2f0\ubaa8\ub2ec)\uc740 2031\ub144\uae4c\uc9c0 32.86%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<br \/>\n*   \ucd5c\uc885 \uc0ac\uc6a9\uc790\ubcc4: 2025\ub144 \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798\uac00 \uc9c0\ub2a5\ud615 \uac00\uc0c1 \ube44\uc11c \uc2dc\uc7a5 \uaddc\ubaa8\uc758 24.05%\ub97c \ucc28\uc9c0\ud588\uc73c\uba70, \ud5ec\uc2a4\ucf00\uc5b4 \ubd80\ubb38\uc740 2026\ub144\ubd80\ud130 2031\ub144\uae4c\uc9c0 32.74%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4.<br \/>\n*   \uc9c0\uc5ed\ubcc4: 2025\ub144 \ubd81\ubbf8\uac00 36.55%\uc758 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \uae30\ub85d\ud588\uc73c\uba70, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 2031\ub144\uae4c\uc9c0 34.05%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c \uac00\uc7a5 \ube60\ub978 \uc131\uc7a5\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n<p># 3. \uae00\ub85c\ubc8c \uc9c0\ub2a5\ud615 \uac00\uc0c1 \ube44\uc11c(IVA) \uc2dc\uc7a5 \ub3d9\ud5a5 \ubc0f \ud1b5\ucc30\ub825<\/p>\n<p>3.1. \uc131\uc7a5 \ub3d9\ub825 (Drivers)<\/p>\n<p>*   \uc634\ub2c8\ucc44\ub110 \uace0\uac1d \uc11c\ube44\uc2a4 \ucc57\ubd07\uc758 \ucc44\ud0dd \uc99d\uac00 (+8.5% CAGR \uc601\ud5a5): \uae00\ub85c\ubc8c \uc740\ud589\ub4e4\uc740 2025\ub144\uae4c\uc9c0 \ucc57\ubd07 \uae30\uc220\uc5d0 94\uc5b5 \ub2ec\ub7ec\ub97c \ud22c\uc790\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub418\uba70, \uc774\ub294 \ube44\uc6a9 \uc808\uac10\uacfc 24\uc2dc\uac04 \uc5f0\uc911\ubb34\ud734 \uc11c\ube44\uc2a4 \uae30\ub300\uac00 \uac15\ub825\ud558\uac8c \uacb0\ud569\ub41c \uacb0\uacfc\uc785\ub2c8\ub2e4. 80-90%\uc758 \uc790\uc728 \ud574\uacb0\ub960\uc774 \uc77c\ubc18\ud654\ub418\uace0 \uc788\uc73c\uba70, \ucd08\uae30 \uc740\ud589 \ub3c4\uc785 \uae30\uc5c5\ub4e4\uc740 \ucd5c\ub300 40%\uc758 \uc0dd\uc0b0\uc131 \ud5a5\uc0c1\uc744 \uae30\ub85d\ud588\uc2b5\ub2c8\ub2e4. \uc18c\ub9e4\uc5c5\uccb4\ub4e4\uc740 \ud14d\uc2a4\ud2b8, \uc74c\uc131, \uc2dc\uac01 \ucc44\ub110\uc744 \ub2e8\uc77c \ud750\ub984\uc73c\ub85c \ud1b5\ud569\ud558\uc5ec \uc778\uac04 \uc0c1\ub2f4\uc6d0\uc5d0\uac8c \uc6d0\ud65c\ud558\uac8c \uc778\uacc4\ud560 \ub54c 40%\uc758 \uace0\uac1d \ucc38\uc5ec\ub3c4 \ud5a5\uc0c1\uc744 \ubcf4\uace0\ud569\ub2c8\ub2e4. \uba54\ubaa8\ub9ac \uae30\ubc18 \uac1c\uc778\ud654\ub294 \uc774\uc81c \uae30\uae30 \uac04 \ub300\ud654 \uae30\ub85d\uc744 \ubcf4\uc874\ud558\uc5ec \uace0\uac1d\uc774 \ubc18\ubcf5 \uc5c6\uc774 \uc0c1\ud638\uc791\uc6a9\uc744 \uc7ac\uac1c\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc774\ub294 \uace0\uac1d \ub9cc\uc871\ub3c4 \ud5a5\uc0c1\uacfc \ud568\uaed8 \ucee8\ud0dd \uc13c\ud130 \uc5c5\ubb34\ub7c9\uc758 \uce21\uc815 \uac00\ub2a5\ud55c \uc808\uac10\uc73c\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n<p>*   \uc2a4\ub9c8\ud2b8 \uc2a4\ud53c\ucee4 \ubc0f IoT \uc74c\uc131 \uc5d4\ub4dc\ud3ec\uc778\ud2b8\uc758 \ud655\uc0b0 (+7.2% CAGR \uc601\ud5a5): \uc790\ub3d9\ucc28 OEM(\uc8fc\ubb38\uc790 \uc0c1\ud45c \ubd80\ucc29 \uc0dd\uc0b0) \uc5c5\uccb4\ub4e4\uc740 Cerence, Microsoft, NVIDIA\uc758 \uc74c\uc131 \ud50c\ub7ab\ud3fc\uc744 \ud65c\uc6a9\ud558\uc5ec ChatGPT \uc2a4\ud0c0\uc77c\uc758 \uc11c\ube44\uc2a4\ub97c \uc778\ud3ec\ud14c\uc778\uba3c\ud2b8 \uc2dc\uc2a4\ud15c\uc5d0 \uc9c1\uc811 \ud1b5\ud569\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud3ed\uc2a4\ubc14\uac90\uc758 \uc720\ub7fd \ubaa8\ub378\uc740 \uc774\ubbf8 5\uac1c \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uc5c5\ub370\uc774\ud2b8 \ube44\uc11c\ub97c \ud0d1\uc7ac\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc790\ub3d9\ucc28 \uc678\uc5d0\ub3c4 \uac00\uc804\uc81c\ud488 \uc81c\uc870\uc5c5\uccb4\uc640 \uc6e8\uc5b4\ub7ec\ube14 \ube0c\ub79c\ub4dc\ub294 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \uc9c0\uc5f0 \uc2dc\uac04 \ub2e8\ucd95\uc744 \uc704\ud574 \ub85c\uceec \uc74c\uc131 \uc778\uc2dd\uc744 \ub0b4\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc6b4\uc804\uc790 \uc124\ubb38\uc870\uc0ac\uc5d0 \ub530\ub974\uba74 \uace0\uae09 \uae30\ub2a5\uc774 \uc81c\uacf5\ub420 \uacbd\uc6b0 77%\uac00 \ucc28\ub7c9 \ub0b4 \uc74c\uc131 \uc81c\uc5b4\ub97c \uc120\ud0dd\ud560 \uac83\uc774\ub77c\uace0 \uc751\ub2f5\ud588\uc2b5\ub2c8\ub2e4. \uacf5\uae09\uc5c5\uccb4\ub4e4\uc774 \ub3d9\uc77c\ud55c \ud575\uc2ec \ubaa8\ub378\uc744 \uc784\ubca0\ub514\ub4dc \uc2e4\ub9ac\ucf58\uc5d0 \ud3ec\ud305\ud568\uc5d0 \ub530\ub77c, \uc9c0\ub2a5\ud615 \uac00\uc0c1 \ube44\uc11c \uc2dc\uc7a5\uc740 \uac00\uc815, \uc790\ub3d9\ucc28, \uc0b0\uc5c5 \ud658\uacbd \ub0b4\uc5d0\uc11c \uc0c8\ub85c\uc6b4 \uc77c\uc0c1 \uc0ac\uc6a9 \uc9c4\uc785\uc810\uc744 \ud655\ubcf4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>*   \ub2e4\uad6d\uc5b4 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM) NLP\uc758 \ud601\uc2e0 (+6.8% CAGR \uc601\ud5a5): Babel\uacfc \uac19\uc740 \uc624\ud508\uc18c\uc2a4 \ubaa8\ub378\uc740 \uc804 \uc138\uacc4 \uc778\uad6c\uc758 90% \uc774\uc0c1\uc774 \uc0ac\uc6a9\ud558\ub294 \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uc5ec, \uacfc\uac70\uc5d0\ub294 \uac01 \uc9c0\uc5ed\ubcc4\ub85c \ubcc4\ub3c4\uc758 \ubaa8\ub378\uc774 \ud544\uc694\ud588\ub358 \uae30\uc5c5\ub4e4\uc758 \uc9c4\uc785 \uc7a5\ubcbd\uc744 \ub0ae\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud5ec\uc2a4\ucf00\uc5b4 \uc81c\uacf5\uc5c5\uccb4\ub294 \uc774\uc81c \ub3d9\uc77c\ud55c \uac00\uc0c1 \uac04\ud638\uc0ac\ub97c 25\uac1c \uc5b8\uc5b4\ub85c \uc7ac\ud6c8\ub828 \uc5c6\uc774 \ubc30\ud3ec\ud569\ub2c8\ub2e4. \uac80\uc0c9 \uc99d\uac15(Retrieval-augmented) \uc811\uadfc \ubc29\uc2dd\uc740 \uc790\uc6d0 \ubd80\uc871 \ubc29\uc5b8\uc758 \uc815\ud655\ub3c4\ub97c \ub192\uc5ec \ubb38\ud654\uc801 \ub258\uc559\uc2a4\ub97c \ubcf4\ud638\ud558\uace0 \ub3d9\ub0a8\uc544\uc2dc\uc544, \uc544\ud504\ub9ac\uce74, \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74\uc5d0\uc11c IVA \ubc30\ud3ec\ub97c \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uac10\uc815 \ubc0f \uc758\ub3c4 \uac10\uc9c0 \uae30\ub2a5\uc774 \ud5a5\uc0c1\ub428\uc5d0 \ub530\ub77c \ube44\uc11c\ub294 \ud604\uc9c0 \uaddc\ubc94\uc5d0 \ub9de\ucdb0 \uc5b4\uc870, \uc5d0\ud2f0\ucf13, \uc2ec\uc9c0\uc5b4 \uc720\uba38\uae4c\uc9c0 \uc870\uc815\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc2e0\ub8b0\ub97c \uac15\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>*   \ucee8\ud0dd \uc13c\ud130 \ube44\uc6a9 \uc808\uac10 \uc555\ub825 (+5.1% CAGR \uc601\ud5a5): \ud55c \uc120\ub3c4\uc801\uc778 \ubbf8\uad6d \uc5ec\ud589\uc0ac\ub294 \ud55c \ub2ec \ub9cc\uc5d0 \ud574\uacb0\ub960\uc744 10%\uc5d0\uc11c 50%\ub85c \ub192\uc5ec \uc5f0\uac04 1\ucc9c\ub9cc \ub2ec\ub7ec\uc758 \ube44\uc6a9\uc744 \uc808\uac10\ud588\uc2b5\ub2c8\ub2e4. AXA\ub294 \ud558\uc774\ube0c\ub9ac\ub4dc IVR-IVA \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \ubc30\ud3ec\ud55c \ud6c4 \ud3c9\uade0 \ucc98\ub9ac \uc2dc\uac04\uc744 20% \uc774\uc0c1 \ub2e8\ucd95\ud588\uc2b5\ub2c8\ub2e4. \uc790\uc0b0 \uad00\ub9ac \ud68c\uc0ac\ub4e4\uc740 400\uac1c\uc758 \ube48\ubc88\ud55c \ubb38\uc758\ub97c \uc790\ub3d9\ud654\ud558\uc5ec 670\ub9cc \ub2ec\ub7ec\ub97c \uc808\uac10\ud558\uba74\uc11c \uace0\uac1d \uacbd\ud5d8 \uc810\uc218\ub97c \ub192\uc600\uc2b5\ub2c8\ub2e4. \uc608\uce21 \ub77c\uc6b0\ud305 \ubc0f \uc0ac\uc804 \uc608\ubc29\uc801 \ud504\ub86c\ud504\ud2b8\ub294 \ub2e4\uc74c \ub85c\ub4dc\ub9f5\uc5d0 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \uac04\ub2e8\ud55c \ubb38\uc758\uac00 \uc0c1\ub2f4\uc6d0\uc5d0\uac8c \ub3c4\ub2ec\ud558\uae30 \uc804\uc5d0 \ud574\uacb0\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c CFO\ub4e4\uc740 IVA\ub97c CX \ub3c4\uad6c\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc11c\ube44\uc2a4 \ub77c\uc778 \ub9c8\uc9c4\uc5d0 \uc9c1\uc811\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uc218\ub2e8\uc73c\ub85c \ubcf4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>3.2. \uc81c\uc57d \uc694\uc778 (Restraints)<\/p>\n<p>*   \uc9c0\uc18d\uc801\uc778 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \ub370\uc774\ud130 \ubcf4\uc548 \ubb38\uc81c (-4.2% CAGR \uc601\ud5a5): EU AI \ubc95\uc758 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \uc870\ud56d\uc740 \uacf5\uae09\uc5c5\uccb4\uc5d0\uac8c \uc124\uacc4 \ub2e8\uacc4\ubd80\ud130 \ub370\uc774\ud130 \ucd5c\uc18c\ud654 \ubc0f \uc554\ud638\ud654\ub97c \uc785\uc99d\ud558\ub3c4\ub85d \uc694\uad6c\ud569\ub2c8\ub2e4. \ud5ec\uc2a4\ucf00\uc5b4 \ubd84\uc57c\uc5d0\uc11c\ub294 \ubbf8\uad6d ONC(\ubcf4\uac74\uc758\ub8cc \uc815\ubcf4 \uae30\uc220 \uc870\uc815\uad6d) \uaddc\uc815\uc774 \uc608\uce21 \uc54c\uace0\ub9ac\uc998\uc5d0 \ub300\ud55c \ud22c\uba85\ud55c \uc758\uc0ac \uacb0\uc815 \uae30\ub85d\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4. \uae08\uc735 \uae30\uad00\ub4e4\uc740 \ucd94\uc801 \uac00\ub2a5\ud55c \ud30c\uc774\ud504\ub77c\uc778\uacfc \ucc28\ub4f1 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \uae30\uc220\uc744 \ucd94\uac00\ud558\uc9c0\ub9cc, \uc774\ub7ec\ud55c \ud22c\uc790\ub294 \ud504\ub85c\uc81d\ud2b8 \ube44\uc6a9\uc744 \uc99d\uac00\uc2dc\ud0a4\uace0 \ubc30\ud3ec \uc8fc\uae30\ub97c \uae38\uac8c \ub9cc\ub4ed\ub2c8\ub2e4. \ub530\ub77c\uc11c \ub9ce\uc740 \ucd5c\uace0 \ucc45\uc784\uc790\ub4e4\uc740 \ubaa8\ub4e0 \uace0\uac1d \ubc1c\uc5b8\uc744 \ud604\uc7a5\uc5d0 \ubcf4\uad00\ud558\ub294 \uc628\ud504\ub808\ubbf8\uc2a4 \uc2a4\ud0dd\uc744 \uc120\ud638\ud558\uba70, \uc774\ub294 \ub3d9\ub4f1\ud55c \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \ub300\ube44 \ucd5c\ub300 80%\uc758 \ube44\uc6a9 \uc808\uac10\uc744 \ubcf4\uace0\ud558\uba74\uc11c \uc8fc\uad8c \uaddc\uce59\uc744 \ucda9\uc871\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n<p>*   \ubcf5\uc7a1\ud55c \ubb38\uc758\uc5d0 \ub300\ud55c \uc778\uac04 \uc0c1\ub2f4\uc6d0 \uc120\ud638 (-3.8% CAGR \uc601\ud5a5): \uc804 \uc138\uacc4\uc801\uc73c\ub85c \ubcf5\uc7a1\ud55c \ubb38\uc758\uc5d0 \ub300\ud574\uc11c\ub294 \uc778\uac04 \uc0c1\ub2f4\uc6d0\uc744 \uc120\ud638\ud558\ub294 \uacbd\ud5a5\uc774 \uc788\uc73c\uba70, \uc774\ub294 \ubb38\ud654\uc801 \ucc28\uc774\uc5d0 \ub530\ub77c \uc218\uc6a9\ub3c4\uac00 \ub2e4\ub985\ub2c8\ub2e4.<\/p>\n<p>*   AI \uc124\uba85 \uac00\ub2a5\uc131 \ubc0f \ub2e4\ud06c \ud328\ud134\uc5d0 \ub300\ud55c \uaddc\uc81c \uac10\ub3c5 (-2.9% CAGR \uc601\ud5a5): EU AI \ubc95\uc5d0 \ub530\ub978 \uace0\uc704\ud5d8 \ubd84\ub958\ub294 \ubaa8\ub378 \ub85c\uc9c1, \ud6c8\ub828 \ub370\uc774\ud130 \uacc4\ubcf4, \uc644\ud654 \uc808\ucc28\ub97c \ud3ec\ud568\ud558\ub294 \uae30\uc220 \ubb38\uc11c\ub97c \uc694\uad6c\ud558\uba70, \uc774\ub294 \uc774\uc804\uc758 \ube14\ub799\ubc15\uc2a4 \uc811\uadfc \ubc29\uc2dd\uacfc\ub294 \ub2e4\ub985\ub2c8\ub2e4. \ud604\uc7ac \uc5ec\ub7ec \uc8fc \ubc95\ub960\uc5d0\uc11c \ucc38\uc870\ub418\ub294 \ubbf8\uad6d NIST AI \uc704\ud5d8 \uad00\ub9ac \ud504\ub808\uc784\uc6cc\ud06c\ub294 \uc54c\uace0\ub9ac\uc998 \ud3b8\ud5a5\uc5d0 \ub300\ud55c \ub3c5\ub9bd\uc801\uc778 \uac10\uc0ac\ub97c \uaddc\uc815\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc758\ubb34\ub294 \uc81c\ud488 \uc8fc\uae30\ub97c \ub2a6\ucd94\uace0 \uacf5\uae09\uc5c5\uccb4\ub97c \ubcf8\uc9c8\uc801\uc73c\ub85c \ud574\uc11d \uac00\ub2a5\ud55c \uc544\ud0a4\ud14d\ucc98\ub85c \uc720\ub3c4\ud569\ub2c8\ub2e4. \uc5ec\ub7ec \uad00\ud560 \uad6c\uc5ed\uc73c\ub85c \uc218\ucd9c\ud558\ub294 \uae30\uc5c5\uc740 \uc911\ubcf5\ub418\ub294 \uaddc\uce59 \uc138\ud2b8\ub97c \ud0d0\uc0c9\ud574\uc57c \ud558\ubbc0\ub85c \ubc95\ub960 \uac80\ud1a0 \uc624\ubc84\ud5e4\ub4dc\uac00 \ucd94\uac00\ub418\uc5b4 \uc9c0\ub2a5\ud615 \uac00\uc0c1 \ube44\uc11c \uc2dc\uc7a5 \ucd9c\uc2dc\uac00 \uba87 \ubd84\uae30 \uc9c0\uc5f0\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p># 4. \uc138\uadf8\uba3c\ud2b8 \ubd84\uc11d<\/p>\n<p>4.1. \uc81c\ud488\ubcc4: \uc2a4\ub9c8\ud2b8 \uc2a4\ud53c\ucee4\uc758 \uc120\ub450 \uc720\uc9c0\uc640 \ucc28\ub7c9 \ub0b4 IVA\uc758 \uae09\uc99d<\/p>\n<p>\uc2a4\ub9c8\ud2b8 \uc2a4\ud53c\ucee4\ub294 2025\ub144 \ub9e4\ucd9c\uc758 45.68%\ub97c \ucc28\uc9c0\ud558\uba70, \uc74c\uc545 \ub610\ub294 \ube44\ub514\uc624 \uc11c\ube44\uc2a4\uc640\uc758 \ubc88\ub4e4\ub9c1\uc744 \ud1b5\ud574 \uacc4\uc18d \ud655\uc7a5\ub418\ub294 \uc0c1\ub2f9\ud55c \uc124\uce58 \uae30\ubc18\uc744 \uac15\uc870\ud569\ub2c8\ub2e4. \uc131\uc219 \uc2dc\uc7a5\uc5d0\uc11c\ub294 \uc131\uc7a5\uc774 \uc644\ud654\ub418\uc9c0\ub9cc, \uacf5\uae09\uc5c5\uccb4\ub4e4\uc740 \uace0\uc74c\uc9c8 \ub9c8\uc774\ud06c\uc640 \ud074\ub77c\uc6b0\ub4dc \ud638\ucd9c\uc744 \uc904\uc774\ub294 \ub85c\uceec \uc5b8\uc5b4 \ubaa8\ub378 \ucd94\ub860 \uae30\ub2a5\uc744 \uac16\ucd98 \ud504\ub9ac\ubbf8\uc5c4 \ud2f0\uc5b4\ub97c \ud310\ub9e4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub3d9\uc2dc\uc5d0 \ucc28\ub7c9 \ub0b4 \ube44\uc11c\ub294 2031\ub144\uae4c\uc9c0 32.58%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud558\uba70 \ud558\ub4dc\uc6e8\uc5b4 \uce74\ud14c\uace0\ub9ac \uc911 \uac00\uc7a5 \ube60\ub978 \uc131\uc7a5\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \ud3ed\uc2a4\ubc14\uac90 \ubc0f \ub974\ub178\uc640 \uac19\uc740 \uc790\ub3d9\ucc28 \uc81c\uc870\uc5c5\uccb4\ub294 Cerence\uc758 \ud654\uc774\ud2b8 \ub77c\ubca8 \uc81c\ud488\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub3c4\ub85c\uc5d0\uc11c \ub300\ud654\ud615 \ub0b4\ube44\uac8c\uc774\uc158, \uc2e4\ub0b4 \uc628\ub3c4 \uc81c\uc5b4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>AR \ud5e4\ub4dc\uc14b \ubc0f \uc0b0\uc5c5\uc6a9 \uc2a4\uce90\ub108\uc6a9 \uc6e8\uc5b4\ub7ec\ube14 \ubc0f \uc784\ubca0\ub514\ub4dc IVA \ubaa8\ub4c8\uc740 \uc0c8\ub85c\uc6b4 \uc9c4\uc785 \uacbd\ub85c\ub97c \uc81c\uacf5\ud558\uc5ec \ubb3c\ub958 \ubc0f \ud604\uc7a5 \uc720\uc9c0 \ubcf4\uc218 \uc791\uc5c5\uc790\uc758 \uc190\uc744 \uc790\uc720\ub86d\uac8c \ud558\ub294 \uc74c\uc131 \uba85\ub839\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc7a5\uce58\ub294 \uc885\uc885 \uc74c\uc131\uacfc \uc2dc\uc120, \uc81c\uc2a4\ucc98 \ub610\ub294 \ud585\ud2f1 \ud53c\ub4dc\ubc31\uc744 \uacb0\ud569\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc778\uccb4 \uacf5\ud559\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc9c0\ub2a5\ud615 \uac00\uc0c1 \ube44\uc11c \uc2dc\uc7a5\uc740 \uc774\uc81c \uace0\uc815\ud615 \uc2a4\ud53c\ucee4\uc5d0\uc11c \uc644\uc804 \ubaa8\ubc14\uc77c \uc5d4\ub4dc\ud3ec\uc778\ud2b8\uc5d0 \uc774\ub974\ub294 \uc5f0\uc18d\uccb4\ub97c \ud3ec\uad04\ud558\uba70, \uacf5\uae09\uc5c5\uccb4\ub4e4\uc740 \uac01 \ud3fc \ud329\ud130\uc758 \uacc4\uc0b0 \ud55c\uacc4\uc5d0 \ub9de\ucdb0 \uc2e0\uacbd\ub9dd \ud48b\ud504\ub9b0\ud2b8\ub97c \uc870\uc815\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>4.2. \ubc30\ud3ec \ubc29\uc2dd\ubcc4: \ud074\ub77c\uc6b0\ub4dc \uc9c0\ubc30\ub825\uacfc \uc5e3\uc9c0 \ucef4\ud4e8\ud305\uc758 \uae09\uc99d<\/p>\n<p>\ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec\ub294 \uc26c\uc6b4 \ud655\uc7a5\uc131, \ubaa8\ub378 \uc5c5\ub370\uc774\ud2b8 \ubc0f \uae30\uc5c5 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc640\uc758 \ud1b5\ud569\uc73c\ub85c \uc778\ud574 \ud604\uc7ac \uc9c0\ucd9c\uc758 67.35%\ub97c \uc5ec\uc804\ud788 \ucc28\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ube44\uc6a9 \uc608\uce21 \uac00\ub2a5\uc131\uacfc \ub370\uc774\ud130 \ud604\uc9c0\ud654 \ubc95\ub960\uc740 \uc5f0\uac04 33.72% \uc131\uc7a5\ud558\ub294 \uc628\ud504\ub808\ubbf8\uc2a4 \ubc0f \uc5e3\uc9c0 \ubc30\ud3ec\ub85c\uc758 \uacb0\uc815\uc801\uc778 \uc804\ud658\uc744 \uc8fc\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud604\uc7a5\uc5d0 \uc0dd\uc131\ud615 AI \uce69\uc744 \ubc30\ud3ec\ud558\ub294 \uae30\uc5c5\ub4e4\uc740 \uc720\uc0ac\ud55c \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \ub300\ube44 5\ubd84\uc758 1 \uc218\uc900\uc758 \uc804\uccb4 \ucd94\ub860 \ube44\uc6a9\uc744 \ubcf4\uace0\ud569\ub2c8\ub2e4. \uaddc\uc81c \ub300\uc0c1 \uc0b0\uc5c5\uc774 \ubbfc\uac10\ud55c \uc74c\uc131 \ub85c\uadf8\ub97c \ubc29\ud654\ubcbd \ub0b4\ubd80\uc5d0 \ubcf4\uad00\ud568\uc5d0 \ub530\ub77c \uc628\ud504\ub808\ubbf8\uc2a4 \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \uc9c0\ub2a5\ud615 \uac00\uc0c1 \ube44\uc11c \uc2dc\uc7a5 \uaddc\ubaa8\ub294 \uae09\uaca9\ud788 \ud655\uc7a5\ub420 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc5e3\uc9c0 \ub124\uc774\ud2f0\ube0c IVA\ub294 100\ubc00\ub9ac\ucd08 \ubbf8\ub9cc\uc758 \uc9c0\uc5f0 \uc2dc\uac04\uc774 \ud544\uc218\uc801\uc778 \uc790\ub3d9\ucc28, \ud56d\uacf5\uc6b0\uc8fc \ubc0f \ud5ec\uc2a4\ucf00\uc5b4 \uc7a5\uce58\uc5d0\uc11c \uc2e4\uc2dc\uac04 \uc6cc\ud06c\ub85c\ub4dc\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uacf5\uae09\uc5c5\uccb4\ub4e4\uc740 \uc774\uc81c 8GB \ubbf8\ub9cc\uc758 \uba54\ubaa8\ub9ac\ub85c \uc591\uc790\ud654\ub41c LLM\uc744 \ud638\uc2a4\ud305\ud558\ub294 \uc2e0\uacbd \ucc98\ub9ac \uc7a5\uce58(NPU) \ucf54\uc5b4\ub97c \ucd9c\ud558\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc804\ubb38\ud654\ub294 \uc5d0\ub108\uc9c0 \uc18c\ubaa8\ub97c \uc904\uc774\uba74\uc11c \ub300\ud654 \ucee8\ud14d\uc2a4\ud2b8\ub97c \uadf8\ub300\ub85c \uc720\uc9c0\ud558\uba70, \uc774\ub294 \uc911\ub2e8 \uc5c6\ub294 \uc6b4\uc804 \ub610\ub294 \uc218\uc220 \uc9c0\uc6d0 \uc2dc\ub098\ub9ac\uc624\uc5d0 \ub300\ud55c \ud575\uc2ec \uc694\uad6c \uc0ac\ud56d\uc785\ub2c8\ub2e4.<\/p>\n<p>4.3. \uc0ac\uc6a9\uc790 \uc778\ud130\ud398\uc774\uc2a4 \uae30\uc220\ubcc4: \uc74c\uc131 \ub9ac\ub354\uc2ed\uacfc \uba40\ud2f0\ubaa8\ub2ec \uac00\uc18d\ud654<\/p>\n<p>\uc74c\uc131\uc740 \uc218\uc2ed \ub144\uac04\uc758 ASR(\uc790\ub3d9 \uc74c\uc131 \uc778\uc2dd) \ubc0f TTS(\ud14d\uc2a4\ud2b8 \uc74c\uc131 \ubcc0\ud658) \uac1c\uc120 \ub355\ubd84\uc5d0 2025\ub144 56.94%\uc758 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud558\uba70 \uc8fc\uc694 \uac8c\uc774\ud2b8\uc6e8\uc774\ub85c \ub0a8\uc544 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc74c\uc131\uacfc \uc2dc\uac01 \ub610\ub294 \uc81c\uc2a4\ucc98 \uc2e0\ud638\ub97c \uacb0\ud569\ud558\ub294 \uba40\ud2f0\ubaa8\ub2ec \uc2dc\uc2a4\ud15c\uc740 32.86%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc778\uac04\uacfc \uc720\uc0ac\ud55c \ub208\ub9de\ucda4\uacfc \ud45c\uc815\uc744 \uc81c\uacf5\ud558\ub294 \uc790\ub3d9\ucc28 \uc544\ubc14\ud0c0\ub294 \uc2dc\uac01\uc801 \ud53c\ub4dc\ubc31\uc774 \uc778\uc9c0\ub41c \uacf5\uac10\ub3c4\ub97c \uc5b4\ub5bb\uac8c \ub192\uc774\ub294\uc9c0 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \ud63c\ud569 \ud604\uc2e4 \ud5e4\ub4dc\uc14b\uc5d0\uc11c\ub294 \uc2dc\uc120 \ucd94\uc801\uc744 \uc74c\uc131\uacfc \ud1b5\ud569\ud558\uc5ec \ub300\uba85\uc0ac \ubaa8\ud638\uc131\uc744 \ud574\uacb0\ud568\uc73c\ub85c\uc368 \ud30c\uc77c\ub7ff \uc5f0\uad6c\uc5d0\uc11c \uc791\uc5c5 \uc644\ub8cc \uc2dc\uac04\uc744 14% \ub2e8\ucd95\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud14d\uc2a4\ud2b8 \uc778\ud130\ud398\uc774\uc2a4\ub294 \ud2b9\ud788 \uc740\ud589 \ubc0f \ubcf4\ud5d8 \ubd84\uc57c\uc5d0\uc11c \uac80\uc0c9 \uac00\ub2a5\ud55c \uae30\ub85d \ubc0f \uac10\uc0ac \ucd94\uc801\uc774 \ud544\uc218\uc801\uc778 \ubc31\uc624\ud53c\uc2a4 \uc0ac\uc6a9 \uc0ac\ub840\ub97c \uacc4\uc18d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uad50\ucc28 \ucc44\ub110 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ud50c\ub7ab\ud3fc\uc740 \uc774\uc81c \ub2e8\uc77c \ucee8\ud14d\uc2a4\ud2b8 \uc800\uc7a5\uc18c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc74c\uc131, \ucc44\ud305 \ubc0f \ube44\ub514\uc624 \ub300\ud654\ub97c \ub3d9\uae30\ud654\ud558\uc5ec \uace0\uac1d \uc2e0\uc6d0, \uc758\ub3c4 \ubc0f \uc120\ud638\ub3c4\uac00 \ub370\uc774\ud130 \uc190\uc2e4 \uc5c6\uc774 \ubaa8\ub4e0 \ubaa8\ub2ec\ub9ac\ud2f0\uc5d0 \uac78\uccd0 \ud750\ub974\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<p>4.4. \ucd5c\uc885 \uc0ac\uc6a9\uc790\ubcc4: \uc18c\ub9e4\uc5c5\uc758 \uc131\uc219\uacfc \ud5ec\uc2a4\ucf00\uc5b4\uc758 \uac00\uc18d\ud654<\/p>\n<p>\uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798\ub294 2025\ub144 \uc9c0\ucd9c\uc758 24.05%\ub97c \ucc28\uc9c0\ud588\uc73c\uba70, \uc0c1\uc778\ub4e4\uc740 \uc77c\uc0c1\uc801\uc778 \ubb38\uc758, \ubc30\uc1a1 \ucd94\uc801 \ubc0f \ubc18\ud488 \ucc98\ub9ac\ub97c \ucc57\ubd07\uc73c\ub85c \ucc98\ub9ac\ud569\ub2c8\ub2e4. KPI \ub300\uc2dc\ubcf4\ub4dc\ub294 IVA\uac00 \uc0c1\ub2f4\uc6d0\uc5d0\uac8c \uc5d0\uc2a4\uceec\ub808\uc774\uc158\ud558\uae30 \uc804\uc5d0 \ub4e4\uc5b4\uc624\ub294 \ubb38\uc758\ub97c \ubd84\ub958\ud560 \ub54c \uace0\uac1d \uc5ec\uc815 \uc644\ub8cc \uc2dc\uac04\uc774 40% \ub354 \ube68\ub77c\uc9c4\ub2e4\ub294 \uac83\uc744 \ud655\uc778\ud569\ub2c8\ub2e4. \ud5ec\uc2a4\ucf00\uc5b4\ub294 \ud604\uc7ac\ub294 \ub354 \uc791\uc9c0\ub9cc, \ub514\uc9c0\ud138 \uce58\ub8cc\uc81c \uc900\uc218 \uc54c\ub9bc, \uc6d0\uaca9 \ud658\uc790 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \ub178\uc778 \ub3cc\ubd04 \ub3d9\ubc18 \uc11c\ube44\uc2a4\uc5d0 \ud798\uc785\uc5b4 32.74%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c \uc131\uc7a5\ud560 \uc608\uc815\uc785\ub2c8\ub2e4. \uac00\uc0c1 \uac04\ud638\uc0ac\ub97c \ubc30\ud3ec\ud558\ub294 \ubcd1\uc6d0\ub4e4\uc740 \ud658\uc790 \uc7ac\uc785\uc6d0\uc728\uc744 25% \uc904\uc774\uba74\uc11c \ud658\uc790 \ucc38\uc5ec \uc9c0\ud45c\ub97c \ub192\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uae08\uc735 \uc11c\ube44\uc2a4 \ucc44\ud0dd \ub610\ud55c \uc74c\uc131 \uc0dd\uccb4 \uc778\uc2dd\uc774 \uc2e0\uc6d0 \ud655\uc778\uc744 \ub2e8\ucd95\ud558\uace0 \uac15\ub825\ud55c \uc778\uc99d \uc9c0\uce68\uc744 \uc900\uc218\ud558\uae30 \ub54c\ubb38\uc5d0 \uac00\uc18d\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud1b5\uc2e0 \uc0ac\uc5c5\uc790\ub4e4\uc740 IVA\ub97c \ud65c\uc6a9\ud558\uc5ec \ud53c\ud06c \ud1b5\ud654\ub7c9\uc744 \uad00\ub9ac\ud558\uba70, CX \ub9ac\ub354\uc758 40%\ub294 \uc774\ud0c8\ub960\uc744 \ubc29\uc9c0\ud558\uae30 \uc704\ud574 \ub300\ud654\ud615 AI\uc5d0 \uc778\ud50c\ub808\uc774\uc158 \uc774\uc0c1\uc758 \uc608\uc0b0 \uc99d\uac00\ub97c \ucc45\uc815\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\ud589 \ube0c\ub79c\ub4dc\ub294 \uc774 \uae30\uc220\uc744 \uac04\ub2e8\ud55c \uc74c\uc131 \ud504\ub86c\ud504\ud2b8\ub97c \ud1b5\ud574 \uc5ec\ud589 \uc77c\uc815 \ubcc0\uacbd\uc744 \uad00\ub9ac\ud558\ub294 \ucee8\uc2dc\uc5b4\uc9c0 \uc2a4\ud0c0\uc77c\uc758 \ub3c4\uc6b0\ubbf8\ub85c \uc801\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p># 5. \uc9c0\uc5ed \ubd84\uc11d<\/p>\n<p>*   \ubd81\ubbf8: \ucd08\uae30 \uae30\uc5c5 \ud22c\uc790, \ud48d\ubd80\ud55c \ubca4\ucc98 \uce90\ud53c\ud0c8 \ud480, \uc131\uc219\ud55c \uacf5\uae09\uc5c5\uccb4 \uc0dd\ud0dc\uacc4\uc5d0 \ud798\uc785\uc5b4 36.55%\uc758 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc720\ud0c0, \ucf5c\ub85c\ub77c\ub3c4, \uce98\ub9ac\ud3ec\ub2c8\uc544\uc8fc\uc758 \uc8fc \ubc95\ub960\uc740 \ud22c\uba85\uc131\uc744 \uac15\uc870\ud558\uba70, \uc5f0\ubc29 NIST \ud504\ub808\uc784\uc6cc\ud06c\ub294 \uacf5\ud1b5\ub41c \uc704\ud5d8 \uad00\ub9ac \uc5b4\ud718\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud5ec\uc2a4\ucf00\uc5b4 IVA\ub294 ONC \ud45c\uc900\uc744 \ucda9\uc871\ud558\uae30 \uc704\ud574 \uc124\uba85 \uac00\ub2a5\uc131 \uc99d\uac70\ub97c \uae30\ub85d\ud574\uc57c \ud558\ubbc0\ub85c, \uc81c\uacf5\uc5c5\uccb4\ub294 \uc804\uccb4 \uc758\uc0ac \uacb0\uc815 \ucd94\uc801\uc744 \ub178\ucd9c\ud558\ub294 \ud50c\ub7ab\ud3fc\uc744 \uc120\ud0dd\ud558\uac8c \ub429\ub2c8\ub2e4. \uce90\ub098\ub2e4\uc758 \uc811\uadfc\uc131 \uc758\ubb34 EN 301 549:2024\ub294 \uc7a5\uc560\uac00 \uc788\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c\ub3c4 \uc791\ub3d9\ud558\ub294 \ud3ec\uad04\uc801\uc778 \uc74c\uc131 \uae30\uc220\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \ub354\uc6b1 \ud655\uace0\ud788 \ud569\ub2c8\ub2e4. \uc774 \uc9c0\uc5ed\uc758 R&#038;D \uc5ed\ub7c9\uacfc \uac15\ub825\ud55c \uaddc\uc815 \uc900\uc218 \ubb38\ud654\ub294 \uc0c1\uc5c5\uc801 \ubc30\ud3ec\uc5d0\uc11c \uc120\ub450\ub97c \uc720\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>*   \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591: 34.05%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \ud655\uc7a5\ub418\ub294 \uc9c0\uc5ed\uc785\ub2c8\ub2e4. \uc911\uad6d\uc758 \uad6d\uac00 \ub85c\ub4dc\ub9f5 \ubc0f \uc2f1\uac00\ud3ec\ub974\uc758 10\uc5b5 \uc2f1\uac00\ud3ec\ub974 \ub2ec\ub7ec \ud560\ub2f9\uacfc \uac19\uc740 \uc815\ubd80 AI \uc804\ub7b5\uc740 \uc778\uc7ac \uac1c\ubc1c \ubc0f \ud30c\uc77c\ub7ff \ud504\ub85c\uadf8\ub7a8\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc778\ub3c4 \uc740\ud589 \ubd84\uc57c\uc758 \ub300\ud654\ud615 AI \ucc44\ud0dd\uc740 \ub2e4\uad6d\uc5b4 IVA\uac00 \ub354 \ub0ae\uc740 \ube44\uc6a9\uc73c\ub85c \uc9c0\uc810 \ub3c4\ub2ec \ubc94\uc704\ub97c \ud655\uc7a5\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc77c\ubcf8 \uc790\ub3d9\ucc28 \uc81c\uc870\uc5c5\uccb4\ub4e4\uc740 \ucc28\ub7c9 \ub0b4 \ube44\uc11c\ub97c \ube0c\ub79c\ub4dc \ucc28\ubcc4\ud654 \uc694\uc18c\ub85c \ucd94\uc9c4\ud558\uba70, \ubd88\uc548\uc815\ud55c \uc140\ub8f0\ub7ec \ucee4\ubc84\ub9ac\uc9c0\ub97c \uadf9\ubcf5\ud558\uae30 \uc704\ud574 \uc5e3\uc9c0 AI \uce69\uc744 \ud1b5\ud569\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5b8\uc5b4 \ub2e4\uc591\uc131\uc740 \uc5ec\uc804\ud788 \ub09c\uad00\uc774\uc9c0\ub9cc, \ucd5c\uadfc \ub2e4\uad6d\uc5b4 LLM\uc758 \ud601\uc2e0\uc740 \uac1c\ubc1c \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\uace0 \uc911\uacac \uae30\uc5c5\uc5d0\uac8c \uc9c0\ub2a5\ud615 \uac00\uc0c1 \ube44\uc11c \uc2dc\uc7a5\uc744 \uac1c\ubc29\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>*   \uc720\ub7fd: \ud601\uc2e0\uacfc \uc5c4\uaca9\ud55c \uac70\ubc84\ub10c\uc2a4 \uc0ac\uc774\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. EU AI \ubc95\uc740 \ubd84\ub958, \ubb38\uc11c\ud654 \ubc0f \uc778\uac04 \uac10\ub3c5\uc744 \ud3ec\uad04\ud558\ub294 \uc870\ud654\ub41c \uaddc\uce59\uc744 \ubd80\uacfc\ud558\uc5ec \uacf5\uae09\uc5c5\uccb4\ub97c \ud22c\uba85\ud55c \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98\ub85c \uc720\ub3c4\ud569\ub2c8\ub2e4. \uc790\ub3d9\ucc28 \uae30\uc5c5\ub4e4\uc740 AI \uc804\ubb38\uac00\uc640 \ud611\ub825\ud558\uc5ec \uae30\ub2a5 \uc548\uc804 \uaddc\ubc94\uacfc \uc0c8\ub85c\uc6b4 \uc124\uba85 \uac00\ub2a5\uc131 \uc870\ud56d\uc744 \ubaa8\ub450 \uc900\uc218\ud569\ub2c8\ub2e4. EN 301 549\uc758 \uc811\uadfc\uc131 \uc9c0\uce68\uc740 \ud3ec\uad04\uc801\uc778 \uc124\uacc4\ub97c \ubcf4\uc7a5\ud558\uba70, \ud5ec\uc2a4\ucf00\uc5b4 \uae30\uad00\uc740 \uc5c4\uaca9\ud55c \ud3b8\ud5a5 \uac10\uc0ac \ud6c4\uc5d0\ub9cc IVA \ub3c4\uad6c\ub97c \ucc44\ud0dd\ud569\ub2c8\ub2e4. \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \uacf5\uc815\uc131\uc744 \uc778\uc99d\ud560 \uc218 \uc788\ub294 \uacf5\uae09\uc5c5\uccb4\ub294 \uacf5\uacf5 \ubd80\ubb38 \uc785\ucc30\uc5d0\uc11c \uc6b0\ub300 \uc9c0\uc704\ub97c \uc5bb\uc5b4 \ub300\ub959 \uc804\ubc18\uc758 \uacbd\uc7c1 \uc5ed\ud559\uc744 \ud615\uc131\ud569\ub2c8\ub2e4.<\/p>\n<p># 6. \uacbd\uc7c1 \ud658\uacbd<\/p>\n<p>\uc9c0\ub2a5\ud615 \uac00\uc0c1 \ube44\uc11c \uc2dc\uc7a5\uc740 \ub300\uaddc\ubaa8 \ud50c\ub7ab\ud3fc \uacf5\uae09\uc5c5\uccb4\uc640 \ud2c8\uc0c8 \uc804\ubb38\uc5c5\uccb4\uac00 \uacf5\uc874\ud558\ub294 \uc911\uac04 \uc815\ub3c4\uc758 \ud1b5\ud569\ub41c \uc2dc\uc7a5\uc785\ub2c8\ub2e4. \uc8fc\uc694 \ud074\ub77c\uc6b0\ub4dc \uc81c\uacf5\uc5c5\uccb4\ub294 \ub300\ud654\ud615 AI\ub97c \ub354 \uad11\ubc94\uc704\ud55c SaaS \ud3ec\ud2b8\ud3f4\ub9ac\uc624\uc5d0 \ud1b5\ud569\ud558\ub294 \ubc18\uba74, \uc790\ub3d9\ucc28 OEM\uc740 \uc2dc\uc7a5 \ucd9c\uc2dc \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\uae30 \uc704\ud574 \uc74c\uc131 \uae30\uc220 \uae30\uc5c5\uacfc \ub2e4\ub144\uac04\uc758 \uc81c\ud734\ub97c \ub9fa\uace0 \uc788\uc2b5\ub2c8\ub2e4. Cerence\uc640 Microsoft \ubc0f NVIDIA\uc758 \ud611\ub825 \ud504\ub85c\uc81d\ud2b8\ub294 \ub3c4\uba54\uc778 \uc9c0\uc2dd\uacfc GPU \ucd5c\uc801\ud654\uac00 \uacb0\ud569\ub41c \uc0c1\uc0dd \uad00\uacc4\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \ud3ed\uc2a4\ubc14\uac90\uc758 \uc2e0\uc18d\ud55c ChatGPT \ub3c4\uc785\uc740 OEM\uc774 \ucc98\uc74c\ubd80\ud130 \uac1c\ubc1c\ud558\ub294 \ub300\uc2e0 \ud134\ud0a4 \uc194\ub8e8\uc158\uc744 \uc120\ud638\ud568\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<p>\ud55c\ud3b8, \ud601\uc2e0 \uae30\uc5c5\ub4e4\uc740 \uc628\ub514\ubc14\uc774\uc2a4 \ubaa8\ub378\ub85c \ube44\uc6a9 \ubc0f \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \uaca9\ucc28\ub97c \uacf5\ub7b5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub274\ub85c\ubaa8\ud53d \uce69\uc744 \uc124\uacc4\ud558\ub294 \uc2a4\ud0c0\ud2b8\uc5c5\ub4e4\uc740 \ub2e8\uc77c \uc640\ud2b8 \uc804\ub825 \uc608\uc0b0\uc73c\ub85c \ucd94\ub860\uc744 \uc57d\uc18d\ud558\uba70, \ubc30\ud130\ub9ac \uc218\uba85\uc774 \uc911\uc694\ud55c \uc6e8\uc5b4\ub7ec\ube14 \ubc0f IoT \uc7a5\uce58\uc5d0 \ub9e4\ub825\uc801\uc785\ub2c8\ub2e4. \uac1c\uc778\ud654\ub41c \uba40\ud2f0\ubaa8\ub2ec \uc5d0\uc774\uc804\ud2b8\uc5d0 \ub300\ud55c \ud2b9\ud5c8 \ucd9c\uc6d0\uc774 \uae09\uc99d\ud558\uace0 \uc788\uc73c\uba70, Microsoft\uc758 \ucd5c\uc2e0 \uc81c\ucd9c\uc740 \uc800\uc7a5\ub41c \uc0ac\uc6a9\uc790 \uad00\uc2ec \ubca1\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud558\ub294 \ub3d9\uc801 \uc751\ub2f5 \ud569\uc131\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. \uacf5\uae09\uc5c5\uccb4\ub4e4\uc740 \uc774\uc81c \ub2e8\uc21c\ud788 \ub300\ud654\uc758 \uc720\ucc3d\ud568\ubfd0\ub9cc \uc544\ub2c8\ub77c \uce21\uc815 \uac00\ub2a5\ud55c ROI, \uac15\ud654\ub41c \ubcf4\uc548 \uae30\ub2a5 \ubc0f \uc778\uc99d\ub41c \uaddc\uc815 \uc900\uc218 \ud234\ud0b7\uc73c\ub85c \uacbd\uc7c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud5ec\uc2a4\ucf00\uc5b4, \ub178\uc778 \ub3cc\ubd04 \ubc0f \uc811\uadfc\uc131 \ud2c8\uc0c8 \uc2dc\uc7a5\uc740 \uaddc\uc81c \uc7a5\ubcbd\uc73c\ub85c \ubcf4\ud638\ub418\ub294 \ubbf8\uac1c\ucc99 \uc2dc\uc7a5 \uae30\ud68c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac10\uc0ac \uc900\ube44\uac00 \ub41c \ub85c\uadf8\ub97c \uc81c\uacf5\ud558\uace0 \uc758\ub8cc \uae30\uae30 \ud45c\uc900\uc744 \ucda9\uc871\ud560 \uc218 \uc788\ub294 \uae30\uc5c5\uc740 \ud504\ub9ac\ubbf8\uc5c4 \uac00\uaca9\uc744 \ucc45\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc885\ud569\uc801\uc73c\ub85c \ubcfc \ub54c, \uc9c0\ub2a5\ud615 \uac00\uc0c1 \ube44\uc11c \uc2dc\uc7a5\uc740 \ubaa8\ub4e0 \uacc4\uce35\uc5d0\uc11c \uac74\uc804\ud55c \uacbd\uc7c1\uc744 \ubcf4\uc5ec\uc8fc\uba74\uc11c \uc804\ubb38\ud654\ub41c \uc2e0\uaddc \uc9c4\uc785 \uae30\uc5c5\uc774 \ubc88\uc131\ud560 \uc5ec\uc9c0\ub97c \ub0a8\uaca8\ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uae30\uc5c5:<br \/>\n*   IBM Corporation<br \/>\n*   Inbenta Technologies<br \/>\n*   Apple Inc.<br \/>\n*   Amazon.com Inc.<br \/>\n*   Microsoft Corp.<\/p>\n<p># 7. \ucd5c\uadfc \uc0b0\uc5c5 \ub3d9\ud5a5<\/p>\n<p>*   2025\ub144 1\uc6d4: Cerence\ub294 NVIDIA\uc640\uc758 \ud30c\ud2b8\ub108\uc2ed\uc744 \ud655\ub300\ud558\uc5ec TensorRT-LLM\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc790\ub3d9\ucc28 \uc5b8\uc5b4 \ubaa8\ub378\uc778 CaLLM \uc81c\ud488\uad70\uc744 \ucd5c\uc801\ud654\ud558\uc5ec \uc9c0\uc5f0 \uc2dc\uac04\uc744 \uc904\uc774\uace0 \uc815\ud655\ub3c4\ub97c \ub192\uc600\uc2b5\ub2c8\ub2e4.<br \/>\n*   2025\ub144 1\uc6d4: HARMAN\uc740 Cerence\uc640 \uacf5\ub3d9 \uac1c\ubc1c\ud55c \uac10\uc815 \uc778\uc2dd \ucc28\ub7c9 \ub0b4 \uc544\ubc14\ud0c0\uc778 Luna\ub97c \uc120\ubcf4\uc600\uc73c\uba70, HL Klemove\uc640 \uacf5\ub3d9 ADAS(\ucca8\ub2e8 \uc6b4\uc804\uc790 \ubcf4\uc870 \uc2dc\uc2a4\ud15c) \ud504\ub85c\uc81d\ud2b8\ub97c \ubc1c\ud45c\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   2024\ub144 12\uc6d4: VCI Global\uc740 Marvis\uc5d0 3\ucc9c\ub9cc \ub2ec\ub7ec\uc758 \uac00\uce58\ub85c AI \ub514\uc9c0\ud138 \ud074\ub860 \uae30\uc220 \ubc1c\uc804\uc744 \uc704\ud574 \ud22c\uc790\ud588\uc2b5\ub2c8\ub2e4.<br \/>\n*   2024\ub144 10\uc6d4: Renault\ub294 Renault 5 E-Tech EV\uc5d0 \ub370\ubdd4\ud558\ub294 Reno \ub3d9\ubc18\uc790\uc5d0 Cerence Chat Pro\ub97c \ud1b5\ud569\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubcf8 \ubcf4\uace0\uc11c\ub294 \uae00\ub85c\ubc8c \uc9c0\ub2a5\ud615 \uac00\uc0c1 \ube44\uc11c(Intelligent Virtual Assistant, IVA) \uc2dc\uc7a5\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \ubd84\uc11d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. IVA\ub294 \uc778\uacf5\uc9c0\ub2a5(AI)\uc744 \ud65c\uc6a9\ud558\uc5ec \uace0\uac1d \uc11c\ube44\uc2a4\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc5c5\ubb34\uc5d0\uc11c \uc0ac\ub78c\ucc98\ub7fc \uc0c1\ud638\uc791\uc6a9\ud558\uace0 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ucef4\ud4e8\ud130 \uc2dc\uc2a4\ud15c\uc73c\ub85c, IVR(Interactive Voice Response) \ubc0f \ucd5c\uc2e0 AI \uae30\uc220\uc744 \ud1b5\ud569\ud558\uc5ec \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc644\uc804\ud55c \uac00\uc0c1 \uc0c1\ud638\uc791\uc6a9 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \ubd84\uc11d\uc740 \uc81c\ud488 \uc720\ud615(\ucc57\ubd07, \uc2a4\ub9c8\ud2b8 \uc2a4\ud53c\ucee4, \ucc28\ub7c9 \ub0b4 IVA, \uc6e8\uc5b4\ub7ec\ube14\/\uc784\ubca0\ub514\ub4dc \uae30\uae30), \ubc30\ud3ec \ubaa8\ub4dc(\ud074\ub77c\uc6b0\ub4dc, \uc628\ud504\ub808\ubbf8\uc2a4\/\uc5e3\uc9c0), \uc0ac\uc6a9\uc790 \uc778\ud130\ud398\uc774\uc2a4 \uae30\uc220(\ud14d\uc2a4\ud2b8 \uae30\ubc18, \uc74c\uc131 \uae30\ubc18, \uba40\ud2f0\ubaa8\ub2ec), \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5(\uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798, BFSI, \ud5ec\uc2a4\ucf00\uc5b4, \ud1b5\uc2e0 \ubc0f IT, \uc5ec\ud589 \ubc0f \uc219\ubc15 \ub4f1), \uadf8\ub9ac\uace0 \uc9c0\uc5ed\ubcc4\ub85c \uc138\ubd84\ud654\ub418\uc5b4 \uc9c4\ud589\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uc131\uc7a5\uc758 \uc8fc\uc694 \ub3d9\uc778\uc73c\ub85c\ub294 \uc634\ub2c8\ucc44\ub110 \uace0\uac1d \uc11c\ube44\uc2a4 \ucc57\ubd07\uc758 \ucc44\ud0dd \uc99d\uac00, \uc2a4\ub9c8\ud2b8 \uc2a4\ud53c\ucee4 \ubc0f IoT \uc74c\uc131 \uc5d4\ub4dc\ud3ec\uc778\ud2b8\uc758 \ud655\uc0b0, \ub2e4\uad6d\uc5b4 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM) \uae30\ubc18 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uae30\uc220\uc758 \ubc1c\uc804, \ucee8\ud0dd\uc13c\ud130\uc758 \ube44\uc6a9 \uc808\uac10 \uc555\ub825, \ub178\uc778 \ub3cc\ubd04 \ubc0f \ub514\uc9c0\ud138 \uce58\ub8cc \ubd84\uc57c\uc5d0\uc11c\uc758 \uac10\uc815 \uc778\uc2dd IVA \ud65c\uc6a9 \uc99d\uac00, \uadf8\ub9ac\uace0 \uacf5\uacf5 \ubd80\ubb38 \ub514\uc9c0\ud138 \uc11c\ube44\uc2a4\uc758 \uc811\uadfc\uc131 \uc758\ubb34\ud654 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\uba74, \uc9c0\uc18d\uc801\uc778 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \ub370\uc774\ud130 \ubcf4\uc548 \ubb38\uc81c, \ubcf5\uc7a1\ud55c \ubb38\uc758\uc5d0 \ub300\ud55c \uace0\uac1d\uc758 \uc778\uac04 \uc0c1\ub2f4\uc6d0 \uc120\ud638, AI \uc124\uba85 \uac00\ub2a5\uc131 \ubc0f \ub2e4\ud06c \ud328\ud134\uc5d0 \ub300\ud55c \uaddc\uc81c \ub2f9\uad6d\uc758 \uac10\uc2dc, \uadf8\ub9ac\uace0 \ud658\uac01 \ud604\uc0c1\uc73c\ub85c \uc778\ud55c \ube0c\ub79c\ub4dc \ud3c9\ud310 \uc704\ud5d8 \ub4f1\uc740 \uc2dc\uc7a5 \uc131\uc7a5\uc744 \uc800\ud574\ud558\ub294 \uc694\uc778\uc73c\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<p>\uae00\ub85c\ubc8c IVA \uc2dc\uc7a5\uc740 2026\ub144 257\uc5b5 \ub2ec\ub7ec \uaddc\ubaa8\uc5d0\uc11c 2031\ub144\uae4c\uc9c0 996\uc5b5 1\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0 \uc774\ub97c \uac83\uc73c\ub85c \uc804\ub9dd\ub418\uba70, \uc774\ub294 \uc5f0\ud3c9\uade0 \ub192\uc740 \uc131\uc7a5\ub960\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc81c\ud488 \uc720\ud615\ubcc4\ub85c\ub294 \uc2a4\ub9c8\ud2b8 \uc2a4\ud53c\ucee4\uac00 \ud604\uc7ac 45.68%\uc758 \ub9e4\ucd9c \uc810\uc720\uc728\ub85c \uc2dc\uc7a5\uc744 \uc120\ub3c4\ud558\uace0 \uc788\uc73c\uba70, \ucc28\ub7c9 \ub0b4 IVA\ub294 \uc5f0\ud3c9\uade0 32.58%\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\ub294 \ubd80\ubb38\uc785\ub2c8\ub2e4. \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc0b0\uc5c5 \uc911\uc5d0\uc11c\ub294 \uc6d0\uaca9 \uc758\ub8cc \ubc0f \ub178\uc778 \ub3cc\ubd04 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ud798\uc785\uc5b4 \ud5ec\uc2a4\ucf00\uc5b4 IVA\uac00 \uc5f0\ud3c9\uade0 32.74%\ub85c \uac00\uc7a5 \ub192\uc740 \uc131\uc7a5\ub960\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc608\uce21\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc9c0\uc5ed\ubcc4\ub85c\ub294 \uc911\uad6d, \uc778\ub3c4, \ub3d9\ub0a8\uc544\uc2dc\uc544\uc758 \ub300\uaddc\ubaa8 AI \uc774\ub2c8\uc154\ud2f0\ube0c\uc5d0 \ud798\uc785\uc5b4 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc774 \uc5f0\ud3c9\uade0 34.05%\ub85c \uac00\uc7a5 \ub9ce\uc740 \uc2e0\uaddc \ub9e4\ucd9c\uc744 \ucc3d\ucd9c\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \ucd94\ub860 \ube44\uc6a9 \uc808\uac10(\ud074\ub77c\uc6b0\ub4dc \ub300\ube44 \ucd5c\ub300 5\ubd84\uc758 1) \ubc0f \ub370\uc774\ud130 \uc8fc\uad8c \uaddc\uc81c \uc900\uc218\ub97c \uc704\ud574 IVA \uc6cc\ud06c\ub85c\ub4dc\ub97c \uc628\ud504\ub808\ubbf8\uc2a4 \ub610\ub294 \uc5e3\uc9c0 \ud658\uacbd\uc73c\ub85c \uc804\ud658\ud558\ub294 \ucd94\uc138\uc785\ub2c8\ub2e4. \ud2b9\ud788 EU AI Act \ubc0f \ubbf8\uad6d ONC \ud22c\uba85\uc131 \uaddc\uc815\uacfc \uac19\uc740 \uaddc\uc81c \ud504\ub808\uc784\uc6cc\ud06c\ub294 \uac10\uc0ac \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uc124\uba85 \uac00\ub2a5\ud55c \uacb0\uacfc\ubb3c\uc744 \uc694\uad6c\ud558\uba70, \uc774\ub294 \uc628\ud504\ub808\ubbf8\uc2a4\/\uc5e3\uc9c0 \ubc30\ud3ec \uc120\ud638\ub97c \ub354\uc6b1 \uac15\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacbd\uc7c1 \ud658\uacbd \ubd84\uc11d\uc5d0\uc11c\ub294 \uc2dc\uc7a5 \uc9d1\uc911\ub3c4, \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc758 \uc804\ub7b5\uc801 \uc6c0\uc9c1\uc784, \uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d\uc774 \ub2e4\ub8e8\uc5b4\uc9c0\uba70, Amazon, Google, Apple, Microsoft, IBM, Meta, Alibaba, Baidu, Samsung, Xiaomi, OpenAI, Anthropic, Nuance Communications \ub4f1 \uc8fc\uc694 \uae00\ub85c\ubc8c \uae30\uc5c5\ub4e4\uc758 \uc0c1\uc138 \ud504\ub85c\ud544\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ubcf8 \ubcf4\uace0\uc11c\ub294 \ub610\ud55c \uc2dc\uc7a5\uc758 \ubbf8\uac1c\ucc99 \uc601\uc5ed\uacfc \ucda9\uc871\ub418\uc9c0 \uc54a\uc740 \uc694\uad6c \uc0ac\ud56d\uc744 \ud3c9\uac00\ud558\uc5ec \ud5a5\ud6c4 \uc131\uc7a5 \uae30\ud68c\uc640 \uc2dc\uc7a5 \uc804\ub9dd\uc744 \uc81c\uc2dc\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-44861","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\/44861"}],"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=44861"}],"version-history":[{"count":0,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts\/44861\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/media?parent=44861"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/categories?post=44861"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/tags?post=44861"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}