{"id":23223,"date":"2025-08-07T04:29:08","date_gmt":"2025-08-07T04:29:08","guid":{"rendered":"https:\/\/www.globalresearch.co.kr\/insight\/?p=23223"},"modified":"2026-09-13T10:25:53","modified_gmt":"2026-09-13T01:25:53","slug":"generative-ai-market-mam","status":"publish","type":"post","link":"https:\/\/www.globalresearch.co.kr\/insight\/generative-ai-market-mam\/","title":{"rendered":"\uc138\uacc4\uc758 \uc0dd\uc131\ud615 AI \uc2dc\uc7a5 (~2030\ub144) : \uae30\ucd08 \ubaa8\ub378, \ubaa8\ub378 \ud65c\uc131\ud654 \ubc0f \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c, \uc0dd\uc131\ud615 AI SaaS"},"content":{"rendered":"

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\uc0dd\uc131\ud615 AI\ub294 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc5d0\uc11c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uc5ec \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \ucf54\ub4dc, \uc624\ub514\uc624, \ube44\ub514\uc624 \ub4f1 \uc0c8\ub85c\uc6b4 \ucf58\ud150\uce20\ub97c \uc790\uc728\uc801\uc73c\ub85c \uc0dd\uc131\ud558\ub3c4\ub85d \uc124\uacc4\ub41c \uc778\uacf5 \uc9c0\ub2a5 \ubaa8\ub378\uc758 \ud55c \uc885\ub958\uc785\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 AI\uac00 \uc608\uce21, \ubd84\ub958, \uc790\ub3d9\ud654\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd94\ub294 \uac83\uacfc \ub2ec\ub9ac, \uc0dd\uc131\ud615 AI\ub294 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLMs), \ud655\uc0b0 \ubaa8\ub378, \ud2b8\ub79c\uc2a4\ud3ec\uba38\uc640 \uac19\uc740 \uae30\ubc18 \ubaa8\ub378\uc744 \ud65c\uc6a9\ud574 \uc778\uac04 \ucc3d\uc758\uc131\uc744 \ubaa8\ubc29\ud55c \uc6d0\ubcf8 \ucd9c\ub825\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \uadf8 \ubc94\uc704\ub294 \ucf58\ud150\uce20 \uc694\uc57d, \uc774\ubbf8\uc9c0 \ud569\uc131, \ucf54\ub4dc \uc0dd\uc131, \ub2e4\uc911 \ubaa8\ub2ec \uc0c1\ud638\uc791\uc6a9 \ub4f1 \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/p>\n

\uc0dd\uc131\ud615 AI \uc2dc\uc7a5\uc758 \ub9e4\ub825\uc801\uc778 \uae30\ud68c<\/h3>\n

\uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591<\/b><\/h4>\n

\uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc758 \uc0dd\uc131\ud615 AI \uc2dc\uc7a5\uc740 \uc815\ubd80 AI \uc815\ucc45 \uc9c0\uc6d0, \ud604\uc9c0\ud654\ub41c LLM \uac1c\ubc1c, \uc778\ub3c4, \uc911\uad6d, \ud55c\uad6d\uc5d0\uc11c\uc758 \uc2a4\ud0c0\ud2b8\uc5c5 \ud65c\ub3d9\uc73c\ub85c \uc778\ud574 \ube60\ub974\uac8c \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\uc131\ud615 AI \uc778\ud504\ub77c \ubc0f \uc2dc\ubbfc \uc11c\ube44\uc2a4, \ub2e4\uad6d\uc5b4 \ucf54\ud30c\uc77c\ub7ff\uacfc \uac19\uc740 \uc0b0\uc5c5\ubcc4 \uc801\uc6a9 \uc0ac\ub840\uc5d0 \ub300\ud55c \ud22c\uc790\uac00 \uc9c0\uc5ed \ub0b4 \uae30\uc5c5 \ucc44\ud0dd\uc744 \uac00\uc18d\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ud655\uc7a5 \uac00\ub2a5\ud55c \ubc30\ud3ec \ubc0f \uac70\ubc84\ub10c\uc2a4\ub97c \uac16\ucd98 \uc548\uc804\ud55c \ub3c4\uba54\uc778 \ud6c8\ub828 \uc0dd\uc131 AI \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\ub294 \uacf5\uae09\uc5c5\uccb4\uac00 \uc2dc\uc7a5\uc744 \uc8fc\ub3c4\ud560 \uac83\uc785\ub2c8\ub2e4. \ub3c5\uc810 \ub370\uc774\ud130\uc640 \uc218\uc9c1\uc801 \uc804\ubb38 \uc9c0\uc2dd\uc744 \uacb0\ud569\ud558\uba74 \uacf5\uae09\uc5c5\uccb4\ub294 \uc5d4\ud130\ud504\ub77c\uc774\uc988 Gen AI \ucc44\ud0dd\uc5d0\uc11c \uba85\ud655\ud55c \uc6b0\uc704\ub97c \ucc28\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc0dd\uc131 AI\ub294 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0 \ubc0f \uc74c\uc131 \uc785\ub825\uc744 \ucc98\ub9ac\ud558\ub294 \ub2e4\uc911 \ubaa8\ub4dc \uc5d0\uc774\uc804\ud2b8\ub85c \uc9c4\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub0b4\uc7a5\ud615 \ucf54\ud30c\uc77c\ub7ff\uc740 \uc758\uc0ac \uacb0\uc815\uc744 \uac1c\uc120\ud558\uace0, \uc791\uc5c5\uc744 \uc790\ub3d9\ud654\ud558\uba70, \uc6cc\ud06c\ud50c\ub85c\uc6b0 \ubc0f \uc778\ud130\ud398\uc774\uc2a4 \uc804\ubc18\uc5d0 \uac78\uccd0 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc0dd\uc0b0\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n

\uc0dd\uc131 AI\ub294 \uc9c0\ub2a5\ud615 \ucf58\ud150\uce20 \uc81c\uc791, \ucf54\ub4dc \uc0dd\uc131 \ubc0f \uc791\uc5c5 \uc790\ub3d9\ud654\ub97c \ud1b5\ud574 \uae30\uc5c5 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uc7ac\ud3b8\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ube44\uc988\ub2c8\uc2a4 \ub3c4\uad6c\uc5d0 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\uc5b4 \uac1c\uc778\ud654\ub41c \uacbd\ud5d8\uc744 \uc81c\uacf5\ud558\uace0 \ub514\uc9c0\ud138 \uc6b4\uc601\uc744 \uc7ac\uc815\uc758\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc218\uc694\ub294 \uc77c\ubc18\uc801\uc778 LLM\uc5d0\uc11c \ubc95\ub960, \uc758\ub8cc \ubc0f \uae08\uc735 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\ucda4\ud654\ub41c \ub3c4\uba54\uc778\ubcc4 Gen AI\ub85c \uc774\ub3d9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ucd94\uc138\ub294 \uae30\ucd08 \ubaa8\ub378 \uacf5\uae09\uc5c5\uccb4\ub97c \ub118\uc5b4 \uacbd\uc7c1\uc758 \uae30\ud68c\ub97c \uc5f4\uace0 \uc218\uc9c1\ud654\ub41c Gen AI\uc758 \ucc44\ud0dd\uc744 \ucd09\uc9c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uae00\ub85c\ubc8c \uc0dd\uc131\ud615 AI \uc2dc\uc7a5 \ub3d9\ud5a5<\/h3>\n

\uc8fc\uc694 \uc694\uc778: \ud074\ub77c\uc6b0\ub4dc GPU\uc758 \ud655\uc0b0<\/b><\/h4>\n

\uc0dd\uc131\ud615 AI\uc758 \ud3ed\ubc1c\uc801 \uc131\uc7a5\uc758 \uc8fc\uc694 \ucd09\uc9c4\uc81c\ub294 \ud074\ub77c\uc6b0\ub4dc GPU-as-a-service \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \uc2a4\ud0c0\ud2b8\uc5c5\uacfc \uae30\uc5c5 \ubaa8\ub450\uc5d0\uac8c \ucef4\ud4e8\ud305 \uc7a5\ubcbd\uc744 \uadf9\uc801\uc73c\ub85c \ub0ae\ucdc4\uc2b5\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc73c\ub85c LLaMA\ub098 Stable Diffusion\uacfc \uac19\uc740 \ub300\uaddc\ubaa8 \ubaa8\ub378\uc758 \ud6c8\ub828\uc774\ub098 \ubbf8\uc138 \uc870\uc815\uc740 \uc218\ubc31\ub9cc \ub2ec\ub7ec\uc758 \uc778\ud504\ub77c \ud22c\uc790(\uae30\uc220 \ub300\uae30\uc5c5\ub9cc \uc811\uadfc \uac00\ub2a5)\uac00 \ud544\uc694\ud588\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 AWS(EC2 P5), Azure(NDv5), CoreWeave(NVIDIA H100 \ud074\ub7ec\uc2a4\ud130)\uc640 \uac19\uc740 \uc81c\uacf5\uc5c5\uccb4\uac00 \uc2dc\uac04 \ub2e8\uc704\ub85c \ud0c4\ub825\uc801\uc778 GPU \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud568\uc5d0 \ub530\ub77c, \ud558\ub4dc\uc6e8\uc5b4\ub97c \uc18c\uc720\ud558\uc9c0 \uc54a\uc544\ub3c4 AI \uc2a4\ud0c0\ud2b8\uc5c5\ub3c4 \ub300\uaddc\ubaa8 \ucd94\ub860\uc774\ub098 \uae30\ucd08 \ubaa8\ub378 \ud29c\ub2dd\uc744 \uc218\ud589\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \ubcc0\ud654\ub294 \uc2e4\ud5d8\uc744 \ubbfc\uc8fc\ud654\ud588\uc73c\uba70, \ubc95\ub960 \ubb38\uc11c \uc0dd\uc131\uae30, \uc81c\uc57d \ubd84\uc790 \uc124\uacc4\uc790, \uac8c\uc784 NPC \uc0dd\uc131\uae30 \ub4f1 \ubd84\uc57c\ubcc4 \ub9de\ucda4\ud615 Gen AI \uc194\ub8e8\uc158\uc774 \ube60\ub974\uac8c \ub4f1\uc7a5\ud558\uac8c \ud588\uc2b5\ub2c8\ub2e4. \ub610\ud55c Lambda Cloud\uc640 RunPod \uac19\uc740 GPU \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4\ub294 \ubaa8\ub378 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uc5d0 \ucd5c\uc801\ud654\ub41c \uc2a4\ud31f \uc778\uc2a4\ud134\uc2a4\uc640 \ucee8\ud14c\uc774\ub108\ud654\ub41c \ud658\uacbd\uc744 \uc81c\uacf5\ud574 \uc124\uc815 \uc2dc\uac04\uacfc \ube44\uc6a9\uc744 \uc808\uac10\ud569\ub2c8\ub2e4. \ud2b9\ud788 \uc774 \ubaa8\ub378\uc740 \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uc694\uae08\uc81c\ub97c \uc9c0\uc6d0\ud574 \uc18c\uaddc\ubaa8 \ud50c\ub808\uc774\uc5b4\uc758 \uc7ac\uc815\uc801 \uc704\ud5d8\uc744 \uc904\uc774\uace0 \ube60\ub978 \ubc18\ubcf5 \uac1c\ubc1c\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 2023\ub144 \ucd08\ubd80\ud130 \ubd84\uae30\ubcc4 Gen AI \ucd5c\uc18c \uae30\ub2a5 \uc81c\ud488(MVP) \ucd9c\uc2dc \uac74\uc218\uac00 10\ubc30 \uc99d\uac00\ud588\uc2b5\ub2c8\ub2e4. \ubcf8\uc9c8\uc801\uc73c\ub85c GPU-as-a-Service\ub294 \ucef4\ud4e8\ud305 \uc778\ud504\ub77c\ub97c \ubcd1\ubaa9 \uc9c0\uc810\uc5d0\uc11c \ucd9c\ubc1c\ub300\ub85c \uc804\ud658\uc2dc\ucf1c Gen AI \uc0dd\ud0dc\uacc4 \uc804\ubc18\uc5d0 \uac78\uccd0 \ubbfc\ucca9\ud558\uace0 \ubaa8\ub378 \uc911\uc2ec\uc758 \ud601\uc2e0\uc744 \ucd09\uc9c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc GPU \uc11c\ube44\uc2a4\ub294 \ub354 \uc774\uc0c1 \ub2e8\uc21c\ud55c \uc778\ud504\ub77c \ub3c4\uad6c\uac00 \uc544\ub2d9\ub2c8\ub2e4. \uc774\ub294 Gen AI\uc758 \uc2dc\uc7a5 \uc9c4\ucd9c \uc18d\ub3c4\uc640 \uae00\ub85c\ubc8c \ud655\uc7a5\uc131\uc744 \ub4b7\ubc1b\uce68\ud558\ub294 \ud575\uc2ec \uae30\ubc18\uc774 \ub418\uc5b4 \uc804\ub840 \uc5c6\ub294 \uc131\uc7a5\uc744 \uc774\ub04c\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc81c\uc57d \uc694\uc778: \ud2b9\uc815 \uc0b0\uc5c5\ubcc4 Gen AI \uc194\ub8e8\uc158\uc5d0 \ud544\uc694\ud55c \uace0\ud488\uc9c8 \uc8fc\uc11d \ub370\uc774\ud130 \ubd80\uc871<\/b><\/h4>\n

\uc0dd\uc131\ud615 AI \uc2dc\uc7a5\uc744 \uc81c\uc57d\ud558\ub294 \uc8fc\uc694 \uc694\uc778 \uc911 \ud558\ub098\ub294 \ubaa8\ub378 \uc815\ud655\ub3c4, \ub9e5\ub77d\uc801 \uad00\ub828\uc131, \uc2e4\uc81c \uc801\uc6a9 \uac00\ub2a5\uc131\uc744 \uc800\ud574\ud558\ub294 \uace0\ud488\uc9c8 \ub3c4\uba54\uc778 \ud2b9\uc815 \ud6c8\ub828 \ub370\uc774\ud130\uc758 \ubd80\uc871\uc785\ub2c8\ub2e4. GPT-4 \ub610\ub294 Claude\uc640 \uac19\uc740 \uae30\ucd08 \ubaa8\ub378\uc740 \ubc29\ub300\ud55c \uacf5\uac1c \uc778\ud130\ub137 \ub370\uc774\ud130 \uc138\ud2b8\ub85c \ud6c8\ub828\ub418\uc5c8\uc9c0\ub9cc, \uc77c\ubc18\ud654 \ud2b9\uc131\uc73c\ub85c \uc778\ud574 \ubc95\ub960, \uc758\ub8cc, \uae08\uc735, \uc81c\uc870\uc640 \uac19\uc740 \uc804\ubb38 \ubd84\uc57c\uc5d0\uc11c\ub294 \uadf8 \ud6a8\uacfc\uac00 \uc81c\ud55c\uc801\uc785\ub2c8\ub2e4. \ub3c5\uc810 \ub370\uc774\ud130\ub85c \uc774\ub7ec\ud55c \ubaa8\ub378\uc744 \ubbf8\uc138 \uc870\uc815\ud558\ub824\ub294 \uae30\uc5c5\uc740 \ub808\uac70\uc2dc \uc2dc\uc2a4\ud15c, PDF \ub610\ub294 \uc190\uc73c\ub85c \uc4f4 \uba54\ubaa8\uc5d0 \uc7a0\uaca8 \uc788\ub294 \ud30c\ud3b8\ud654\ub418\uace0, \uad6c\uc870\ud654\ub418\uc9c0 \uc54a\uac70\ub098, \ub514\uc9c0\ud138\ud654\ub418\uc9c0 \uc54a\uc740 \ucf58\ud150\uce20\ub85c \uc778\ud574 \uc885\uc885 \uc7a5\uc560\ubb3c\uc5d0 \ubd80\ub52a\ud799\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ubcd1\uc6d0\uc5d0\uc11c\uc758 \uc784\uc0c1 \ubb38\uc11c\ub098 \uacf5\uc7a5\uc5d0\uc11c\uc758 \uc720\uc9c0\ubcf4\uc218 \ub85c\uadf8\uc5d0\ub294 \uc77c\uad00\uc131 \ubd80\uc871, \uc57d\uc5b4, \ub2e4\uad6d\uc5b4 \ud14d\uc2a4\ud2b8 \ub4f1\uc774 \ud3ec\ud568\ub418\uc5b4 \ud45c\uc900 \ud1a0\ud070\ud654 \ud30c\uc774\ud504\ub77c\uc778\uacfc \ud638\ud658\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc57d\ubb3c \uc784\uc0c1 \uc2dc\ud5d8 \uc694\uc57d\uc774\ub098 \ubcf4\ud5d8 \uccad\uad6c \uc11c\uc220\uacfc \uac19\uc740 \uc815\uc81c\ub41c \ub370\uc774\ud130\uc14b\uc744 \ud655\ubcf4\ud558\ub294 \uac83\uc740 \uc2dc\uac04 \uc18c\ubaa8\uc801\uc774\uba70 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4e4\uace0, HIPAA\ub098 GDPR\uacfc \uac19\uc740 \uc900\uc218 \uaddc\uc81c\ub85c \uc778\ud574 \uc81c\ud55c\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uaca9\ucc28\ub294 \ud6c8\ub828 \uc2dc\uac04\uacfc \ube44\uc6a9\uc744 \uc99d\uac00\uc2dc\ud0ac \ubfd0\ub9cc \uc544\ub2c8\ub77c \ud658\uac01 \ud604\uc0c1\uc758 \uc704\ud5d8\uc744 \ub192\uc5ec, \ubbf8\uc158 \ud06c\ub9ac\ud2f0\uceec\ud55c \uc0ac\uc6a9 \uc0ac\ub840\uc5d0\uc11c \ucd9c\ub825\uc758 \uc2e0\ub8b0\uc131\uc744 \uc800\ud574\ud569\ub2c8\ub2e4. \uc0b0\uc5c5\ubcc4 \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778, \ub77c\ubca8\ub9c1 \ud45c\uc900, \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638\ub97c \uace0\ub824\ud55c \ub370\uc774\ud130 \uac15\ud654 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uac00 \ub110\ub9ac \ucc44\ud0dd\ub418\uae30 \uc804\uae4c\uc9c0, \uc0dd\uc131\ud615 AI \uc2dc\uc7a5\uc740 \ubaa8\ub378\uc5d0 \uacf5\uae09\ub418\ub294 \ub370\uc774\ud130 \ud488\uc9c8\uc774\ub77c\ub294 \uac00\uc7a5 \uc57d\ud55c \uace0\ub9ac\uc5d0 \uc758\ud574 \uc81c\uc57d\uc744 \ubc1b\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n

\uae30\ud68c: \uc9c0\ub2a5\ud615 \uac80\uc0c9 \uae30\ub2a5\uc744 \uac16\ucd98 \uc0dd\uc131 AI \ucf54\ud30c\uc77c\ub7ff\uc758 \ub4f1\uc7a5<\/b><\/h4>\n

\uc0dd\uc131 AI\uc758 \uc9c0\ud615\uc744 \uc7ac\ud3b8\ud558\ub294 \uc601\ud5a5\ub825 \uc788\ub294 \uae30\ud68c\ub294 \uae08\uc735, \ubc95\ub960, \uc758\ub8cc \ub4f1 \uaddc\uc81c\ub418\uace0 \uac00\uce58\uac00 \ub192\uc740 \ubd84\uc57c\uc5d0 \ub9de\ucda4\ud654\ub41c \uc0b0\uc5c5\ubcc4 \ucf54\ud30c\uc77c\ub7ff\uc758 \ubd80\uc0c1\uc785\ub2c8\ub2e4. \ubc94\uc6a9 \ucc57\ubd07\uacfc \ub2ec\ub9ac, \uc774\ub7ec\ud55c \ucf54\ud30c\uc77c\ub7ff\uc740 \ub3c5\uc810\uc801\uc778 \uae30\uad00 \ub370\uc774\ud130\uc640 \uaddc\uc815 \uc900\uc218 \uad00\ub828 \uc9c0\uc2dd \uadf8\ub798\ud504\ub97c \ud1b5\ud574 \ud6c8\ub828 \ubc0f \ubbf8\uc138 \uc870\uc815\ub418\uc5b4, \ubbf8\ubb18\ud55c \ucc28\uc774\uc758 \uc788\ub294 \ubd84\uc57c\ubcc4 \uc791\uc5c5\uc744 \uc815\ubc00\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ubaa8\uac74 \uc2a4\ud0e0\ub9ac\uc758 \uc790\uc0b0 \uad00\ub9ac \ucf54\ud30c\uc77c\ub7ff\uc740 OpenAI\uc758 GPT-4\ub97c \uae30\ubc18\uc73c\ub85c \uad6c\ucd95\ub418\uace0 10\ub9cc \uac74 \uc774\uc0c1\uc758 \ub0b4\ubd80 \uc5f0\uad6c \ubb38\uc11c\ub85c \ud6c8\ub828\ub418\uc5b4 \ud22c\uc790 \uc804\ub7b5\uc744 \uc2e4\uc2dc\uac04 \uad00\ub828\uc131\uacfc \uac10\uc0ac \ucd94\uc801 \uac00\ub2a5\uc131\uc73c\ub85c \ucffc\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub9c8\ucc2c\uac00\uc9c0\ub85c, Allen & Overy\uc640 \uac19\uc740 \ucd5c\uc0c1\uc704 \ubc95\ub960 \uc0ac\ubb34\uc18c\uc5d0 \ubc30\ud3ec\ub41c \ubc95\ub960 \ucf54\ud30c\uc77c\ub7ff Harvey AI\ub294 \ubc95\ub960 \uacc4\uc57d \uac80\ud1a0, \ubc1c\uacac, \uc694\uc57d\uc5d0 \ucd5c\uc801\ud654\ub418\uc5b4 \uccad\uad6c \uc2dc\uac04 \uac10\uc18c\uc640 \ucc98\ub9ac\ub7c9 \uc99d\ub300\ub97c \uc2e4\ud604\ud569\ub2c8\ub2e4. \uc774 \ucf54\ud30c\uc77c\ub7ff\ub4e4\uc740 \ub2e8\uc21c\ud788 \ubcf4\uc870 \uc5ed\ud560\uc744 \ub118\uc5b4 \uae30\uc5c5 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 \uae4a\uc774 \ud1b5\ud569\ub429\ub2c8\ub2e4(\uc608: Bloomberg Terminals, Epic Systems, SAP \ud658\uacbd \ub0b4). \uad6c\uc870\ud654\ub41c \ub370\uc774\ud130 \uc18c\uc2a4\uc640 \ud1b5\ud569\ub418\uba70 FINRA\ub098 HIPAA\uc640 \uac19\uc740 \uc0b0\uc5c5 \uaddc\uc815\uc744 \uc900\uc218\ud569\ub2c8\ub2e4. \uc218\uc775\ud654 \ubaa8\ub378\uc740 \ud0c4\ud0c4\ud569\ub2c8\ub2e4: \uc0ac\uc6a9\uc790\ub2f9 \uc694\uae08\uc81c, \uce21\uc815 \uac00\ub2a5\ud55c \uc0dd\uc0b0\uc131 \ud5a5\uc0c1\uacfc \uc5f0\ub3d9\ub418\uba70 ROI \ub17c\uc758\uc5d0\uc11c \uc27d\uac8c \ubc29\uc5b4 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c, \ub3c4\uba54\uc778 \ud2b9\ud654 \ucf54\ud30c\uc77c\ub7ff\uc740 \uc18c\ube44\uc790 \ub300\uc0c1 \ucc44\ud305\uc744 \ub118\uc5b4 \uc0dd\uc131\ud615 AI\uc758 \uc644\uc804\ud55c \uc0c1\uc5c5\uc801 \uac00\uce58\ub97c \ud574\ubc29\ud558\ub294 \ub2e4\uc74c \uc8fc\uc694 \uc218\uc775\ud654 \uacc4\uce35\uc73c\ub85c \ubd80\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uacfc\uc81c: \uc0dd\uc131\ud615 AI \ubaa8\ub378\uc774 \uc0dd\uc131\ud558\ub294 \ucd9c\ub825\uc758 \ud488\uc9c8<\/b><\/h4>\n

\uc0dd\uc131\ud615 AI \uc0dd\ud0dc\uacc4\uac00 \uc9c1\uba74\ud55c \ud575\uc2ec \uacfc\uc81c\ub294 \uc2e4\uc2dc\uac04 \ubc30\ud3ec \uc2dc, \ud2b9\ud788 \uae30\uc5c5\uae09 \ud658\uacbd\uc5d0\uc11c \ubaa8\ub378\uc758 \uad00\ucc30 \uac00\ub2a5\uc131\uacfc \uac70\ubc84\ub10c\uc2a4\uac00 \ubd80\uc871\ud558\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc774 \uc0dd\uc131\ud615 \ubaa8\ub378\uc744 \uc758\uc0ac\uacb0\uc815 \ud575\uc2ec \uc6cc\ud06c\ud50c\ub85c\uc6b0(\uc608: \uace0\uac1d \uc9c0\uc6d0, \uacc4\uc57d \uc791\uc131, \uc784\uc0c1 \ubb38\uc11c\ud654)\uc5d0 \ud1b5\ud569\ud568\uc5d0 \ub530\ub77c, \uc774\ub7ec\ud55c \ubaa8\ub378\uc758 \uc0dd\uc0b0 \ud658\uacbd\uc5d0\uc11c\uc758 \ud589\ub3d9\uc744 \ubaa8\ub2c8\ud130\ub9c1, \uac10\uc0ac, \uc81c\uc5b4\ud560 \uc218 \uc5c6\ub294 \uac83\uc740 \uc6b4\uc601 \ubc0f \uc900\uc218 \uc704\ud5d8\uc73c\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc640 \ub2ec\ub9ac \uc0dd\uc131\ud615 AI \ubaa8\ub378\uc740 \ube44\uacb0\uc815\ub860\uc801 \ucd9c\ub825\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc5b4 \ub3d9\uc77c\ud55c \uc785\ub825\uc5d0 \ub300\ud574 \ub2e4\ub978 \uc751\ub2f5\uc744 \ubc18\ud658\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \uc804\ubb38 \ub3c4\uad6c \uc5c6\uc774 \ub514\ubc84\uae45, \ucd94\uc801, \uc6d0\uc778 \ubd84\uc11d\uc744 \uac70\uc758 \ubd88\uac00\ub2a5\ud558\uac8c \ub9cc\ub4ed\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \ud1a0\ud070 \uc218\uc900 \ucd94\uc801, \ucd9c\ub825 \ud544\ud130\ub9c1, \ub4dc\ub9ac\ud504\ud2b8 \uac10\uc9c0, \ud658\uac01 \ud0dc\uae45\uc744 \uc81c\uacf5\ud558\ub294 \uad00\uce21 \uac00\ub2a5\uc131 \uc2a4\ud0dd\uc744 \uc694\uad6c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ub3c4\uad6c \uc0dd\ud0dc\uacc4\ub294 \uc544\uc9c1 \uc131\uc219\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. Arize AI, PromptLayer, WhyLabs\uc640 \uac19\uc740 \uc194\ub8e8\uc158\uc774 \uc774 \uaca9\ucc28\ub97c \uba54\uc6b0\uae30 \uc704\ud574 \ub4f1\uc7a5\ud588\uc9c0\ub9cc, \ub300\ubd80\ubd84\uc740 \uae30\uc5c5\uae09 \ud655\uc7a5\uc131, \ubcf4\uc548, \ub610\ub294 Databricks\ub098 SageMaker\uc640 \uac19\uc740 \uae30\uc874 MLOps \uc2dc\uc2a4\ud15c\uacfc\uc758 \ud1b5\ud569\uc744 \uac16\ucd94\uc9c0 \ubabb\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uaddc\uc81c \uc555\ub825(\uc608: EU\uc758 AI \ubc95\uc548\uc774\ub098 \uae08\uc735 \ub610\ub294 \uc81c\uc57d \uc0b0\uc5c5\uc758 \ubd80\ubb38\ubcc4 \uaddc\uc815)\uc740 AI \uacb0\uc815\uc5d0 \ub300\ud55c \ud22c\uba85\uc131, \uac10\uc0ac \ub85c\uadf8, \uc124\uba85 \uac00\ub2a5\uc131\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4. \uad00\uce21 \uac00\ub2a5\uc131\uc774 LLMOps \uc2a4\ud0dd\uc5d0 \ub0b4\uc7ac\ud654\ub418\uae30 \uc804\uae4c\uc9c0, \ub300\ubd80\ubd84\uc758 \uae30\uc5c5\uc740 \uc0dd\uc131\ud615 AI\ub97c \uc2dc\ubc94 \ub2e8\uacc4\uc5d0\uc11c \uc0dd\uc0b0 \ud658\uacbd\uc73c\ub85c \ud655\uc7a5\ud558\ub294 \uacfc\uc815\uc5d0\uc11c \uc704\ud5d8\ud558\uace0 \ubd84\uc0b0\ub41c \uc5ec\uc815\uc744 \uacaa\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n

\uae00\ub85c\ubc8c \uc0dd\uc131\ud615 AI \uc2dc\uc7a5 \uc0dd\ud0dc\uacc4 \ubd84\uc11d<\/h3>\n

\uc0dd\uc131\ud615 AI \uc0dd\ud0dc\uacc4\ub294 \uc778\ud504\ub77c, \uc18c\ud504\ud2b8\uc6e8\uc5b4, \uc11c\ube44\uc2a4\uc758 \uc138 \uac00\uc9c0 \ud575\uc2ec \uacc4\uce35\uc73c\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \uc778\ud504\ub77c \uacc4\uce35\uc740 \ub300\uaddc\ubaa8 \ubaa8\ub378 \ud6c8\ub828 \ubc0f \ucd94\ub860\uc744 \uac00\ub2a5\ud558\uac8c \ud558\ub294 AI \ucd5c\uc801\ud654 \uce69, \uba54\ubaa8\ub9ac, \uc800\uc7a5\uc18c, \ub124\ud2b8\uc6cc\ud06c \uad6c\uc131 \uc694\uc18c \uc81c\uacf5\uc5c5\uccb4\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uacc4\uce35\uc740 \uae30\ucd08 \ubaa8\ub378 \uac1c\ubc1c\uc790, \ubbf8\uc138 \uc870\uc815 \ubc0f \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c, \ucf58\ud150\uce20 \uc0dd\uc131, \uc9c0\ub2a5\ud615 \uac80\uc0c9 \ubc0f \ucffc\ub9ac, \uace0\uac1d \uc0c1\ud638\uc791\uc6a9 \ub4f1 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\ucda4\ud615 SaaS \ub3c4\uad6c\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc11c\ube44\uc2a4 \uacc4\uce35\uc740 \uc0dd\uc131\ud615 AI \ucee8\uc124\ud305, \ubaa8\ub378 \ub9de\ucda4\ud654, \ud6c8\ub828 \ub370\uc774\ud130 \uc81c\uacf5, \uad00\ub9ac\ud615 \uc0dd\uc131\ud615 AI \uc11c\ube44\uc2a4 \ub4f1\uc744 \ud1b5\ud574 \uae30\uc5c5 \ub3c4\uc785\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uc138 \uacc4\uce35\uc740 \uc0b0\uc5c5 \uc804\ubc18\uc5d0 \uac78\uccd0 \uc0dd\uc131\ud615 AI\ub97c \uad6c\ub3d9\ud558\ub294 \ubaa8\ub4c8\ud615 \uc5d4\ub4dc\ud22c\uc5d4\ub4dc \uc2a4\ud0dd\uc744 \ud615\uc131\ud569\ub2c8\ub2e4.<\/p>\n

\uc81c\uc548 \uce21\uba74\uc5d0\uc11c \uc0dd\uc131\ud615 AI \uc11c\ube44\uc2a4 \ubd80\ubb38\uc774 \uc608\uce21 \uae30\uac04 \ub3d9\uc548 \uac00\uc7a5 \ub192\uc740 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/b><\/h4>\n

\uc0dd\uc131\ud615 AI \uc11c\ube44\uc2a4\ub294 \uae30\uc5c5\ub4e4\uc774 \ub0b4\ubd80 \uc804\ubb38 \uc9c0\uc2dd \uc5c6\uc774 \uae30\ucd08 \ubaa8\ub378\uc744 \uc6b4\uc601\ud654\ud558\uae30 \uc704\ud574 \uacbd\uc7c1\ud558\ub294 \uacfc\uc815\uc5d0\uc11c \ud575\uc2ec \uc2e4\ud589 \uacc4\uce35\uc73c\ub85c \uae30\ub2a5\ud558\uae30 \ub54c\ubb38\uc5d0 \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\ub294 \ubd80\ubb38\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc778\ud504\ub77c(\uc790\ubcf8 \uc9c0\ucd9c\uc774 \ub192\uc740)\ub098 \uc18c\ud504\ud2b8\uc6e8\uc5b4(\uc5ec\uc804\ud788 \ub9de\ucda4\ud654\uac00 \ud544\uc694\ud568)\uc640 \ub2ec\ub9ac, \uc11c\ube44\uc2a4(\ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1, \ubaa8\ub378 \ubbf8\uc138 \uc870\uc815, \ud1b5\ud569, \ubc30\ud3ec \ub4f1)\ub294 \ub0b4\ubd80 \uc790\uc6d0 \ud22c\uc785\uc744 \ucd5c\uc18c\ud654\ud558\uba70 \uc989\uc2dc \ube44\uc988\ub2c8\uc2a4 \uac00\uce58\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Accenture, TCS, Deloitte\uc640 \uac19\uc740 \uc2dc\uc2a4\ud15c \ud1b5\ud569\uc5c5\uccb4\ub294 \uace0\uac1d\uc774 \ucf54\ud30c\uc77c\ub7ff\uc744 \uad6c\ucd95\ud558\uace0 \ub3c5\uc810 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud574 \ubaa8\ub378\uc744 \ubbf8\uc138 \uc870\uc815\ud558\uba70 \uac80\uc0c9 \uac15\ud654 \uc0dd\uc131(RAG) \ud30c\uc774\ud504\ub77c\uc778\uc744 \uad6c\ud604\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc8fc\ub294 \uc804\uc6a9 \uc0dd\uc131\ud615 AI \uc2a4\ud29c\ub514\uc624\ub97c \ucd9c\uc2dc\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uaddc\uc81c \uac15\ub3c4\uac00 \ub192\uac70\ub098 \ud504\ub85c\uc138\uc2a4 \uc911\uc2ec \uc0b0\uc5c5\uc778 \ubcf4\ud5d8, \uc81c\uc57d, \uae08\uc735 \ubd84\uc57c\uc5d0\uc11c\ub294 LLM \uc811\uadfc\uad8c\ud55c\ubfd0 \uc544\ub2c8\ub77c \uc548\uc804 \uc7a5\uce58, \uc124\uba85 \uac00\ub2a5\uc131, \uc0b0\uc5c5\ubcc4 \ub9de\ucda4\ud615 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Infosys Topaz\ub294 \ubcf4\ud5d8 \uc2ec\uc0ac \ubc0f \uc900\ubc95 \uac10\ub3c5\uc758 \ud575\uc2ec \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uc7ac\uad6c\uc131\ud558\ub294 \ub370 \ud65c\uc6a9\ub418\uace0 \uc788\uc73c\uba70, PwC\uc758 AI Factory\ub294 \uace0\uac1d\uc774 \ubc95\uc801 \ubc0f \uc138\ubb34 \uc790\ubb38\uc744 \uc704\ud55c \uc548\uc804\ud55c \ub0b4\ubd80 \ucf54\ud30c\uc77c\ub7ff\uc744 \uc0dd\uc131\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc815\ubd80 \ubc0f \uacf5\uacf5 \uae30\uad00\uc740 \ub370\uc774\ud130 \uc8fc\uad8c\uacfc \uc900\uc218\ub97c \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \ud604\uc9c0 \ucee8\uc124\ud305\uc0ac\uc5d0 \uc0dd\uc131\ud615 AI \ub3c4\uc785\uc744 \uc544\uc6c3\uc18c\uc2f1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc778\uc7ac \ubd80\uc871\uc774 \uc2ec\ud654\ub418\uace0 \uac00\uce58 \ucc3d\ucd9c \uc2dc\uac04 \uc555\ubc15\uc774 \uac15\ud654\ub418\uba74\uc11c \uc0dd\uc131\ud615 AI \uc11c\ube44\uc2a4\ub294 \uc120\ud0dd \uc0ac\ud56d\uc774 \uc544\ub2cc \uc131\uacf5\uc801\uc778 \ubaa8\ub378 \ub3c4\uc785\uc744 \uc704\ud55c \uac00\uc18d\ud654 \uc5d4\uc9c4\uc73c\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

2025\ub144\uae4c\uc9c0 \ucd5c\uc885 \uc0ac\uc6a9\uc790\ubcc4 \uc2dc\uc7a5 \uc810\uc720\uc728\uc5d0\uc11c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubc0f \uae30\uc220 \uc81c\uacf5\uc5c5\uccb4 \uc138\uadf8\uba3c\ud2b8\uac00 \uac00\uc7a5 \ud070 \ube44\uc911\uc744 \ucc28\uc9c0\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4<\/b><\/h4>\n

\uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubc0f \uae30\uc220 \uc81c\uacf5\uc5c5\uccb4 \ubd80\ubb38\uc740 2025\ub144 \uc2dc\uc7a5 \uc810\uc720\uc728 \uae30\uc900\uc73c\ub85c \ucd5c\ub300 \ucd5c\uc885 \uc0ac\uc6a9\uc790 \ubd80\ubb38\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc774\ub294 \uc0dd\uc131\ud615 AI \uc2dc\uc7a5\uc5d0\uc11c \uc774\ub4e4\uc774 \uc0dd\ud0dc\uacc4\uc758 \uad6c\ucd95\uc790\uc774\uc790 \uc18c\ube44\uc790\ub85c\uc11c\uc758 \uc774\uc911 \uc5ed\ud560\uc744 \uc218\ud589\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubc0f \uae30\uc220 \uc81c\uacf5\uc5c5\uccb4\ub294 \uc0dd\uc131\ud615 AI\ub97c \ub2e8\uc21c\ud788 \uae30\ub2a5\uc73c\ub85c \ud65c\uc6a9\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \ud575\uc2ec \uc218\uc775\uc6d0\uc73c\ub85c \uc804\ud658\ud574 \uc218\uc775\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc5c5\ub4e4\uc740 \ud50c\ub798\uadf8\uc2ed \uc81c\ud488\uc5d0 \uc0dd\uc131\ud615 AI\ub97c \ub0b4\uc7a5\ud574 \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uc744 \ud574\uae08\ud558\uace0 \uc5c5\uc140\ub9c1 \uc7a0\uc7ac\ub825\uc744 \ud655\uc7a5\ud558\uba70 \uc0ac\uc6a9\uc790 \uc720\uc9c0\uc728\uc744 \ub192\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Adobe\ub294 Creative Cloud\uc5d0 Firefly\ub97c \ud1b5\ud569\ud574 AI \uc0dd\uc131 \uc774\ubbf8\uc9c0, \ubca1\ud130, \ud14d\uc2a4\ud2b8 \ud6a8\uacfc\ub97c \uc81c\uacf5\ud558\uba70 \uac00\uce58 \uc81c\uc548\uc744 \ud601\uc2e0\ud558\uace0 \uc0c8\ub85c\uc6b4 \uac00\uaca9\ub300\ub97c \ub3c4\uc785\ud588\uc2b5\ub2c8\ub2e4. \ub9c8\ucc2c\uac00\uc9c0\ub85c GitHub\uc758 Copilot(OpenAI \uae30\ubc18)\uc740 \uac1c\ubc1c\uc790 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 \uae4a\uc774 \ud1b5\ud569\ub418\uc5b4 130\ub9cc \uba85 \uc774\uc0c1\uc758 \uc720\ub8cc \uad6c\ub3c5\uc790\uc640 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc758 5\ub9cc \uac1c \uc774\uc0c1 \uc870\uc9c1\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc220 \uc81c\uacf5\uc5c5\uccb4\ub4e4\uc740 \ub610\ud55c \uad6c\uae00\uc758 Vertex AI\ub098 Hugging Face\uc758 Model Hub\uc640 \uac19\uc740 \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4\uc640 API\ub97c \ud1b5\ud574 \uc0dd\uc131\ud615 \ubaa8\ub378\uc744 \ub300\uaddc\ubaa8\ub85c \uc218\uc775\ud654\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub294 \ud074\ub77c\uc6b0\ub4dc \ubc0f \ud50c\ub7ab\ud3fc \uc11c\ube44\uc2a4 \uc804\ubc18\uc5d0 \uac78\uccd0 \uc2dc\ub108\uc9c0 \ud6a8\uacfc\ub97c \ucc3d\ucd9c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \uc774\ub7ec\ud55c \uae30\uc5c5\ub4e4\uc740 \uc0dd\uc131\ud615 AI \ub3c4\uad6c\ub97c \uc2e0\uc18d\ud788 \ud504\ub85c\ud1a0\ud0c0\uc774\ud551\ud558\uace0 \ud655\uc7a5\ud560 \uc218 \uc788\ub294 \uc778\ud504\ub77c, \uc778\uc7ac, \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778\uc744 \uac16\ucd94\uace0 \uc788\uc5b4, \ub4a4\ucc98\uc9c4 \uc0b0\uc5c5 \ubd84\uc57c \ub300\ube44 \uc120\uc810 \uc6b0\uc704\ub97c \ud655\ubcf4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

2025\ub144\uae4c\uc9c0 \ubd81\ubbf8\uac00 \uc2dc\uc7a5 \uc810\uc720\uc728\uc5d0\uc11c \uac00\uc7a5 \ud070 \uc9c0\uc5ed\uc774 \ub420 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4<\/h3>\n

\ubd81\ubbf8\ub294 \uc790\ubcf8, \ucef4\ud4e8\ud305 \ud30c\uc6cc, \uc0c1\uc5c5\uc801 \ucc44\ud0dd\uc758 \ubb34\uacb0\uc810 \uc735\ud569\uc73c\ub85c \uc778\ud574 2025\ub144\uae4c\uc9c0 \uc0dd\uc131\ud615 AI \uc2dc\uc7a5 \uc810\uc720\uc728\uc5d0\uc11c \uac00\uc7a5 \ud070 \ube44\uc911\uc744 \ucc28\uc9c0\ud560 \uac83\uc73c\ub85c \ucd94\uc815\ub429\ub2c8\ub2e4. \uc774 \uc9c0\uc5ed\uc740 OpenAI, Anthropic, Meta, Google DeepMind \ub4f1 \uac00\uc7a5 \uc601\ud5a5\ub825 \uc788\ub294 \ubaa8\ub378 \uac1c\ubc1c\uc0ac\ub4e4\uc774 \ubcf8\uc0ac\ub97c \ub450\uace0 \uc788\uc73c\uba70, \uc774\ub4e4\uc740 \ubca4\ucc98 \uc790\uae08, \ub3c5\uc810 \ub370\uc774\ud130\uc14b, NVIDIA\uc758 H100\uacfc \uac19\uc740 \ucd5c\ucca8\ub2e8 \uce69\uc758 \uc870\uae30 \uc811\uadfc \uad8c\ud55c\uc744 \ud65c\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubbf8\uad6d \ud074\ub77c\uc6b0\ub4dc \ud558\uc774\ud37c\uc2a4\ucf00\uc77c\ub7ec\uc778 AWS, Azure, Google Cloud\ub294 \ub2e8\uc21c\ud788 \uc778\ud504\ub77c \uc81c\uacf5\uc5c5\uccb4\ub97c \ub118\uc5b4 \ud655\uc7a5 \uac00\ub2a5\ud55c \ubaa8\ub378 API, \uac00\uc18d\uae30, \uc804\uc6a9 \uc0dd\uc131\ud615 AI \uc2a4\ud0dd\uc744 \uc81c\uacf5\ud558\uba70 \uc218\ucc9c \uac1c\uc758 \uae30\uc5c5 \ubc30\ud3ec\ub97c \uc9c0\uc6d0\ud558\ub294 \ub370 \uc120\ub3c4\uc801 \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc5c5 \ub3c4\uc785\ub3c4 \uae09\uc18d\ud788 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. Fortune 500 \uae30\uc5c5\ub4e4\uc740 \ubc95\ub960, \uace0\uac1d \uc11c\ube44\uc2a4, \uc5f0\uad6c \uac1c\ubc1c \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ucf54\ud30c\uc77c\ub7ff, AI \uc5b4\uc2dc\uc2a4\ud134\ud2b8, \ub9de\ucda4\ud615 LLM \uc194\ub8e8\uc158\uc744 \ube60\ub974\uac8c \ud1b5\ud569\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c EU\uc640 \uc544\uc2dc\uc544\uc5d0 \ube44\ud574 \uaddc\uc81c \uc720\uc5f0\uc131\uc774 \ub192\uc544 \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uc2a4\ud0c0\ud2b8\uc5c5\uacfc \uae30\uc5c5 \ubaa8\ub450 \uc2e4\ud5d8\uacfc \uc2dc\uc7a5 \uc9c4\ucd9c\uc774 \ub354 \ube60\ub974\uac8c \uc9c4\ud589\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uacf5\uacf5-\ubbfc\uac04 \ud30c\ud2b8\ub108\uc2ed\uc740 \ubc31\uc545\uad00\uc758 AI \uc548\uc804 \uc57d\uc18d\uacfc DARPA\uc758 Gen AI \uc774\ub2c8\uc154\ud2f0\ube0c\uc640 \uac19\uc774 \uae30\ucd08 \ubaa8\ub378 \uc5f0\uad6c \uac1c\ubc1c\uc744 \uac15\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc131\uc219\ud55c \ub514\uc9c0\ud138 \uc778\ud504\ub77c, \ud65c\uae30\ucc2c \ud601\uc2e0 \uc0dd\ud0dc\uacc4, \uae30\uc5c5 \ucc44\ud0dd\uc758 \uc120\ub450\uc8fc\uc790 \uc9c0\uc704\ub97c \uac16\ucd98 \ubd81\ubbf8\ub294 \ud22c\uc790\uc5d0\uc11c\ub9cc \uc120\ub3c4\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uc804 \uc138\uacc4\uc801\uc73c\ub85c \uc0dd\uc131\ud615 AI\uc758 \uc0c1\uc5c5\ud654 \ub85c\ub4dc\ub9f5\uc744 \uc124\uc815\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc0dd\uc131\ud615 AI \uc2dc\uc7a5 \ucd5c\uadfc \ub3d9\ud5a5<\/h3>\n
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  • 2025\ub144 5\uc6d4, IBM\uc740 IBM Granite 4.0 Tiny Preview\ub97c \ucd9c\uc2dc\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \uc800\ub834\ud55c \uc18c\ube44\uc790\uc6a9 GPU\uc5d0\uc11c \ub3d9\uc2dc\uc5d0 \uc5ec\ub7ec \uc7a5\ubb38 \ucee8\ud14d\uc2a4\ud2b8 \uc791\uc5c5\uc744 \uc2e4\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub41c \uace0\ud6a8\uc728 \ucef4\ud329\ud2b8 \uc5b8\uc5b4 \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \ud558\uc774\ube0c\ub9ac\ub4dc Mamba-2\/Transformer \uc544\ud0a4\ud14d\ucc98\uc640 \uc804\ubb38\uac00 \ud63c\ud569(MoE) \uc811\uadfc \ubc29\uc2dd\uc744 \uacb0\ud569\ud574 \uba54\ubaa8\ub9ac \uc694\uad6c\ub7c9\uc744 70% \uc774\uc0c1 \uc904\uc774\uace0, \ucd94\ub860 \uc2dc 10\uc5b5 \uac1c\uc758 \ud65c\uc131 \ud30c\ub77c\ubbf8\ud130\ub85c \uac15\ub825\ud55c \uc131\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \uc62c\uc5ec\ub984\uc5d0 \uacf5\uc2dd \ucd9c\uc2dc\ub420 \uc608\uc815\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n
      \n
    • 2025\ub144 4\uc6d4, Anthropic\uacfc Google Cloud\ub294 Vertex AI\uc5d0\uc11c Claude \ubaa8\ub378(Claude 3.7 Sonnet \ud3ec\ud568)\uc744 \uc81c\uacf5\ud558\uae30 \uc704\ud574 \ud611\ub825\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 FedRAMP High \ubc0f IL2 \uc6cc\ud06c\ub85c\ub4dc\uc5d0 \ub300\ud55c \uc2b9\uc778\uc744 \ubc1b\uc558\uc73c\uba70, \uc5f0\ubc29 \uae30\uad00 \ubc0f \uad6d\ubc29 \uc870\uc9c1\uc774 \uc5c4\uaca9\ud55c \uc900\uc218 \uae30\uc900\uc744 \ucda9\uc871\ud558\uba74\uc11c \ubbfc\uac10\ud55c \ubc0f \ube44\ubbfc\uac10\ud55c \uc815\ubd80 \uc6a9\ub840\uc5d0 \uc801\ud569\ud55c \uace0\uae09 AI \uc194\ub8e8\uc158\uc744 \uc548\uc804\ud558\uac8c \ubc30\ud3ec\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
        \n
      • 2025\ub144 4\uc6d4, Microsoft\ub294 Azure OpenAI Service\uc5d0 \ub354 \ube60\ub974\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc2e4\uc2dc\uac04 AI \uae30\ub2a5\uc744 \uc5c5\ub370\uc774\ud2b8\ud588\uc2b5\ub2c8\ub2e4. \uc774\uc5d0\ub294 \uc800\uc9c0\uc5f0 \uc624\ub514\uc624 \uc2a4\ud2b8\ub9ac\ubc0d\uacfc \uac1c\uc120\ub41c \uc74c\uc131 \ubaa8\ub378\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ub610\ud55c \uc0c8\ub85c\uc6b4 \uc774\ubbf8\uc9c0 \uc0dd\uc131 \ubc0f \ud3b8\uc9d1 \ub3c4\uad6c\uc640 AI\uac00 \ub354 \uc798 \uc774\ud574\ud558\uace0 \uc751\ub2f5\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \ub354 \uc2a4\ub9c8\ud2b8\ud55c \ucd94\ub860 \ubaa8\ub378\ub3c4 \ucd94\uac00\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uac1c\uc120 \uc0ac\ud56d\uc740 Gen AI \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc744 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \ub354 \uac15\ub825\ud558\uace0 \uc0ac\uc6a9\ud558\uae30 \uc27d\uac8c \ub9cc\ub4ed\ub2c8\ub2e4.<\/li>\n<\/ul>\n
          \n
        • 2025\ub144 4\uc6d4, Amazon Lex V2\ub294 Bedrock Knowledge Base, Guardrails, Anthropic Claude 3 Haiku \ubc0f Sonnet \ubaa8\ub378 \uc9c0\uc6d0\uc744 \ud3ec\ud568\ud55c \uc0dd\uc131\ud615 AI \uae30\ub2a5\uc744 \uc5c5\ub370\uc774\ud2b8\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uac1c\uc120 \uc0ac\ud56d\uc740 QnA \ub0b4\uc7a5 \uc2ac\ub86f\uc5d0 \ud1b5\ud569\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ub610\ud55c Lex V2\ub294 Amazon Connect\uc640 \uc5f0\uacb0\ub41c \ubd07\uc744 \uc704\ud55c QinConnect \ub0b4\uc7a5 \uc758\ub3c4\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
            \n
          • 2025\ub144 3\uc6d4, OpenAI\ub294 GPT-4o\uc5d0 \uace0\uae09 \uc774\ubbf8\uc9c0 \uc0dd\uc131\uae30\ub97c \ud1b5\ud569\ud588\uc2b5\ub2c8\ub2e4. \uc774 \uc0dd\uc131\uae30\ub294 \uc815\ud655\ud55c \ud14d\uc2a4\ud2b8 \ub80c\ub354\ub9c1\uacfc \ud504\ub86c\ud504\ud2b8 \uc900\uc218 \uae30\ub2a5\uc744 \ud1b5\ud574 \uc544\ub984\ub2f5\uace0 \uc2e4\uc6a9\uc801\uc778 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. GPT-4o\ub294 \uc774\ubbf8\uc9c0 \ub0b4 \uc815\ud655\ud55c \ud14d\uc2a4\ud2b8 \uc0dd\uc131, \uc0c1\uc138\ud55c \uc9c0\uc2dc\uc0ac\ud56d \uc900\uc218, \uc9c0\uc2dd\ubca0\uc774\uc2a4 \ud65c\uc6a9\uc744 \ud1b5\ud574 \ub85c\uace0, \ub2e4\uc774\uc5b4\uadf8\ub7a8, \uc778\ud3ec\uadf8\ub798\ud53d \ub4f1\uc744 \ud1b5\ud574 \ud6a8\uacfc\uc801\uc778 \uc2dc\uac01\uc801 \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \ub610\ud55c \ub2e4\uc911 \ud68c\ucc28 \uc0dd\uc131\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \ub300\ud654 \ud1b5\ud574 \uc774\ubbf8\uc9c0\ub97c \uc138\ubc00\ud558\uac8c \uc870\uc815\ud560 \uc218 \uc788\uc73c\uba70 \uc77c\uad00\uc131\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
              \n
            • 2025\ub144 3\uc6d4, NVIDIA\ub294 \uc694\uad6c\uc0ac\ud56d\uc774 \ub192\uc740 AI \ucd94\ub860 \uc6cc\ud06c\ub85c\ub4dc\uc5d0 \ucd5c\uc801\ud654\ub41c \uc0c8\ub85c\uc6b4 \uae30\uc5c5\uc6a9 AI \uc778\ud504\ub77c\ub97c \uc704\ud55c \ub9de\ucda4\ud615 \ucc38\uc870 \uc124\uacc4\uc778 NVIDIA AI Data Platform\uc744 \ucd9c\uc2dc\ud588\uc2b5\ub2c8\ub2e4. \uc8fc\uc694 \uc2a4\ud1a0\ub9ac\uc9c0 \uacf5\uae09\uc5c5\uccb4\ub4e4\uc740 NVIDIA Blackwell GPU, BlueField DPU, Spectrum-X \ub124\ud2b8\uc6cc\ud0b9, NVIDIA Dynamo \uc624\ud508\uc18c\uc2a4 \ucd94\ub860 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ud65c\uc6a9\ud574 \ub9de\ucda4\ud615 AI \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud574 NVIDIA\uc640 \ud611\ub825\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc2a4\ud1a0\ub9ac\uc9c0\uc5d0 \uac00\uc18d\ud654\ub41c \ucef4\ud4e8\ud305\uacfc AI\ub97c \uc81c\uacf5\ud558\uc5ec AI \ucffc\ub9ac \uc5d0\uc774\uc804\ud2b8\uac00 \uac70\uc758 \uc2e4\uc2dc\uac04\uc73c\ub85c \ub370\uc774\ud130\uc5d0\uc11c \ud1b5\ucc30\ub825\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n

              \uc8fc\uc694 \uc2dc\uc7a5 \ucc38\uc5ec\uc790<\/h3>\n

              \ucd5c\uace0\uc758 \uc0dd\uc131 AI \uc2dc\uc7a5 \uae30\uc5c5 \ubaa9\ub85d<\/strong><\/b><\/p>\n

              \uc0dd\uc131 AI \uc2dc\uc7a5\uc740 \uad11\ubc94\uc704\ud55c \uc9c0\uc5ed\uc801 \uc785\uc9c0\ub97c \uac16\ucd98 \uba87\uba87 \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc774 \uc9c0\ubc30\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\uc131 AI \uc2dc\uc7a5\uc758 \uc8fc\uc694 \uae30\uc5c5\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n

              NVIDIA (US)
              \nOpenAI (US)
              \nMicrosoft (US)
              \nGoogle (US)
              \nAWS (US)
              \nIBM (US)
              \nOracle (US)
              \nDatabricks (US)
              \nAnthropic (US)
              \nAMD (US)
              \nAdobe (US)
              \nTELUS (US)
              \nCentific (US)
              \nScale AI (US)
              \nMidjourney (US)
              \nCursor AI (US)
              \nJasper (US)
              \nTogether AI (US)
              \nMostly AI (Austria)
              \nMistral AI (France)
              \nSynthesia (UK)<\/p>\n

               <\/p>\n

              \"\"<\/p>\n

               <\/p>\n

              \ubaa9\ucc28<\/b><\/h4>\n

              \ub3c5\uc810 \uc815\ubcf4\ub294 MarketsandMarkets\uc5d0\ub9cc \uc788\ub294 \ucf58\ud150\uce20\/\ub370\uc774\ud130\ub85c, \ub2e4\ub978 \uacbd\uc7c1\uc0ac\uc5d0\uc11c\ub294 \uc774\uc6a9\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.<\/b><\/p>\n

              \uc81c\ubaa9<\/b><\/p>\n

              \ud398\uc774\uc9c0 \ubc88\ud638<\/b><\/p>\n

              \uc18c\uac1c<\/b><\/p>\n

              49<\/b><\/p>\n

              \uc5f0\uad6c \ubc29\ubc95\ub860<\/b><\/p>\n

              59<\/b><\/p>\n

              \uc694\uc57d<\/b><\/p>\n

              73<\/b><\/p>\n

              \ud504\ub9ac\ubbf8\uc5c4 \ud1b5\ucc30\ub825<\/b><\/p>\n

              80<\/b><\/p>\n

              \uc2dc\uc7a5 \uac1c\uc694 \ubc0f \uc0b0\uc5c5 \ub3d9\ud5a5<\/b><\/p>\n

              83<\/b><\/p>\n

                \n
              • 5.1 \uc18c\uac1c<\/b><\/li>\n
              • 5.2 \uc2dc\uc7a5 \ub3d9\ud5a5 \ubc0f \uc694\uc778- \ud074\ub77c\uc6b0\ub4dc \uc2a4\ud1a0\ub9ac\uc9c0\uc758 \ud601\uc2e0\uc73c\ub85c \ub370\uc774\ud130 \uc811\uadfc \uc6a9\uc774\uc131 \ud5a5\uc0c1- AI \ubc0f \ub525\ub7ec\ub2dd\uc758 \ubc1c\uc804- \ucf58\ud150\uce20 \uc0dd\uc131 \ubc0f \ucc3d\uc758\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc99d\uac00 \uc81c\uc57d \uc694\uc778- \ud6c8\ub828 \ub370\uc774\ud130 \uc900\ube44\uc640 \uad00\ub828\ub41c \ub192\uc740 \ube44\uc6a9- \ud3b8\ud5a5 \ubc0f \ubd80\uc815\ud655\ud55c \ucd9c\ub825 \uc0dd\uc131 \uad00\ub828 \ubb38\uc81c- \ub370\uc774\ud130 \uc720\ucd9c \ubc0f \ubbfc\uac10 \uc815\ubcf4 \uc720\ucd9c \uc704\ud5d8 \uae30\ud68c- \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \ud655\uc0b0- \uae30\uc5c5\ub4e4\uc758 \ud569\uc131 \uc774\ubbf8\uc9c0 \uc0c1\uc5c5\ud654 \uad00\uc2ec \uc99d\uac00- \uc0dd\uc131\ud615 AI \ubaa8\ub378\uc758 \uc131\ub2a5 \uac1c\uc120\uc73c\ub85c \uc778\uac04 \uc218\uc900\uc5d0 \uadfc\uc811 CHALLENGES- \uc0dd\uc131\ud615 AI\uc758 \ubd88\ubc95\uc801 \ud65c\uc6a9- \uc0dd\uc131\ud615 AI \ubaa8\ub378\uc758 \ucd9c\ub825 \ud488\uc9c8- \uc0dd\uc131\ud615 AI\uc758 \uacc4\uc0b0 \ubcf5\uc7a1\uc131\uacfc \uae30\uc220\uc801 \uacfc\uc81c<\/b><\/li>\n
              • 5.3 \uc0dd\uc131\ud615 AI\uc758 \uc9c4\ud654<\/b><\/li>\n
              • 5.4 \uc0dd\uc131\ud615 AI \uc131\uc219\ub3c4 \uace1\uc120<\/b><\/li>\n
              • 5.5 \uacf5\uae09\ub9dd \ubd84\uc11d<\/b><\/li>\n
              • 5.6 \uc0dd\ud0dc\uacc4 \ubd84\uc11d \uc0dd\uc131\ud615 AI \uc778\ud504\ub77c \uc81c\uacf5\uc5c5\uccb4 \uc0dd\uc131\ud615 AI \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc81c\uacf5\uc5c5\uccb4 \uc0dd\uc131\ud615 AI \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4<\/b><\/li>\n
              • 5.7 2025\ub144 \ubbf8\uad6d \uad00\uc138 \uc601\ud5a5 \u2013 \uc0dd\uc131\ud615 AI \uc2dc\uc7a5 \uc18c\uac1c \uc8fc\uc694 \uad00\uc138\uc728 \uac00\uaca9 \uc601\ud5a5 \ubd84\uc11d- \uc804\ub7b5\uc801 \ubcc0\ud654 \ubc0f \uc2e0\ud765 \ud2b8\ub80c\ub4dc \uad6d\uac00\/\uc9c0\uc5ed\ubcc4 \uc601\ud5a5- \ubbf8\uad6d- \uc911\uad6d- \uc720\ub7fd- \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 (\uc911\uad6d \uc81c\uc678) \ucd5c\uc885 \uc0ac\uc6a9 \uc0b0\uc5c5\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5 \u2013 BFSI \u2013 \ud1b5\uc2e0 \u2013 \uc815\ubd80 \ubc0f \uacf5\uacf5 \ubd80\ubb38 \u2013 \uc758\ub8cc \ubc0f \uc0dd\uba85 \uacfc\ud559 \u2013 \uc81c\uc870 \u2013 \ubbf8\ub514\uc5b4 \ubc0f \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8 \u2013 \uc18c\ub9e4 \ubc0f \uc804\uc790 \uc0c1\uac70\ub798 \u2013 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubc0f \uae30\uc220 \uacf5\uae09\uc5c5\uccb4<\/b><\/li>\n
              • 5.8 \ud22c\uc790 \ubc0f \uc790\uae08 \uc870\ub2ec \uc2dc\ub098\ub9ac\uc624<\/b><\/li>\n
              • 5.9 \uc0ac\ub840 \uc5f0\uad6c \ubd84\uc11d FORTUNE ANALYTICS \u2013 ACCENTURE TECHNOLOGY\ub97c \ud1b5\ud55c AI \uae30\ubc18 \ube44\uc988\ub2c8\uc2a4 \ud1b5\ucc30\ub825 VODAFONE GROUP PLC PERSADO\uc758 MOTIVATION AI\ub97c \ud1b5\ud574 \uc8fc\uc694 \ud2b8\ub80c\ub4dc\uc640 \ud48d\ubd80\ud55c \ud1b5\ucc30\ub825 \ubc1c\uacac WPP, SYNTHESIA\uc640 \ud30c\ud2b8\ub108\uc2ed \uccb4\uacb0 – AI \ube44\ub514\uc624\ub97c \ud1b5\ud574 50,000\uba85 \uc9c1\uc6d0 \uad50\uc721 OPPLUS & INBENTA \u2013 BBVA\ub97c \uc704\ud55c AI \uae30\ubc18 \uace0\uac1d \uc11c\ube44\uc2a4 \ubcc0\ud601 CISCO, LUMEN5\ub97c \ud65c\uc6a9\ud55c \ube44\ub514\uc624 \ucf58\ud150\uce20 \ud604\uc9c0\ud654 \ud655\uc7a5<\/b><\/li>\n
              • 5.10 \uae30\uc220 \ubd84\uc11d \ud575\uc2ec \uae30\uc220- \uae30\ucd08 \ubaa8\ub378- \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc544\ud0a4\ud14d\ucc98- \ud655\uc0b0 \ubaa8\ub378- \uc0dd\uc131\uc801 \uc801\ub300\uc801 \ub124\ud2b8\uc6cc\ud06c (GANs)- \uc778\uac04 \ud53c\ub4dc\ubc31\uc744 \ud65c\uc6a9\ud55c \uac15\ud654 \ud559\uc2b5 (RLHF) \ubcf4\uc644 \uae30\uc220- \uace0\uc131\ub2a5 \ucef4\ud4e8\ud305 (HPC)- \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4- \uac80\uc0c9 \uac15\ud654 \uc0dd\uc131 (RAG)- MLOps \ubc0f LLMOps- \ubaa8\ub378 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uac70\ubc84\ub10c\uc2a4 \uad00\ub828 \uae30\uc220- \uc790\uc5f0\uc5b4 \ucc98\ub9ac (NLP)- \ucef4\ud4e8\ud130 \ube44\uc804- \uc778\uacfc\uc801 AI- \uc9c0\uc2dd \uadf8\ub798\ud504- \uc74c\uc131 \uc778\uc2dd \ubc0f \ud569\uc131<\/b><\/li>\n
              • 5.11 \uad00\uc138 \ubc0f \uaddc\uc81c \ud658\uacbd \ud504\ub85c\uc138\uc11c \ubc0f \ucee8\ud2b8\ub864\ub7ec \uad00\ub828 \uad00\uc138 (HSN: 854231) \uaddc\uc81c \uae30\uad00, \uc815\ubd80 \uae30\uad00 \ubc0f \uae30\ud0c0 \uc870\uc9c1 \uaddc\uc81c- \ubd81\ubbf8- \uc720\ub7fd- \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591- \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74- \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74<\/b><\/li>\n
              • 5.12 \ubb34\uc5ed \ubd84\uc11d \ud504\ub85c\uc138\uc11c \ubc0f \ucee8\ud2b8\ub864\ub7ec\uc758 \uc218\ucd9c \ud604\ud669 \ud504\ub85c\uc138\uc11c \ubc0f \ucee8\ud2b8\ub864\ub7ec\uc758 \uc218\uc785 \ud604\ud669<\/b><\/li>\n
              • 5.13 \ud2b9\ud5c8 \ubd84\uc11d \ubc29\ubc95\ub860 \ud2b9\ud5c8 \ucd9c\uc6d0 \ud604\ud669 (\ubb38\uc11c \uc720\ud615\ubcc4) \ud601\uc2e0 \ubc0f \ud2b9\ud5c8 \ucd9c\uc6d0<\/b><\/li>\n
              • 5.14 \uac00\uaca9 \ubd84\uc11d \uc8fc\uc694 \uc5c5\uccb4\ubcc4 \uc81c\ud488 \ud3c9\uade0 \ud310\ub9e4 \uac00\uaca9, 2025\ub144 \uc751\uc6a9 \ubd84\uc57c\ubcc4 \ud3c9\uade0 \ud310\ub9e4 \uac00\uaca9, 2025\ub144<\/b><\/li>\n
              • 5.15 \uc8fc\uc694 \ucee8\ud37c\ub7f0\uc2a4 \ubc0f \ud589\uc0ac<\/b><\/li>\n
              • 5.16 \ud3ec\ud130\uc758 5\ub300 \uacbd\uc7c1 \uc694\uc778 \ubd84\uc11d \uc2e0\uaddc \uc9c4\uc785\uc790\uc758 \uc704\ud611 \ub300\uccb4\ud488\uc758 \uc704\ud611 \uacf5\uae09\uc5c5\uccb4\uc758 \ud611\uc0c1\ub825 \uad6c\ub9e4\uc790\uc758 \ud611\uc0c1\ub825 \uacbd\uc7c1 \uac15\ub3c4 \uacbd\uc7c1\uc0ac \uac04\uc758 \uacbd\uc7c1<\/b><\/li>\n
              • 5.17 \uc8fc\uc694 \uc774\ud574\uad00\uacc4\uc790 \ubc0f \uad6c\ub9e4 \uae30\uc900 \uad6c\ub9e4 \uacfc\uc815\uc5d0\uc11c\uc758 \uc8fc\uc694 \uc774\ud574\uad00\uacc4\uc790 \uad6c\ub9e4 \uae30\uc900<\/b><\/li>\n
              • 5.18 \uace0\uac1d \ube44\uc988\ub2c8\uc2a4\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \ud2b8\ub80c\ub4dc\/\ud30c\uad34\uc801 \ubcc0\ud654<\/b><\/li>\n<\/ul>\n

                \uc0dd\uc131\ud615 AI \uc2dc\uc7a5, \uc81c\uacf5 \uc720\ud615\ubcc4<\/b><\/p>\n

                144<\/b><\/p>\n

                  \n
                • 6.1 \uc18c\uac1c \uc81c\uacf5: \uc0dd\uc131\ud615 AI \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n
                • 6.2 \uc778\ud504\ub77c \ucef4\ud4e8\ud305- \ucef4\ud4e8\ud305 \ud30c\uc6cc\ub294 \ubaa8\ub378 \ud6c8\ub828 \ubc0f \ucd94\ub860\uc5d0 \ud544\uc218\uc801- \uadf8\ub798\ud53d \ucc98\ub9ac \uc7a5\uce58 (GPUs)- \uc911\uc559 \ucc98\ub9ac \uc7a5\uce58 (CPUs)- \ud544\ub4dc \ud504\ub85c\uadf8\ub798\uba38\ube14 \uac8c\uc774\ud2b8 \uc5b4\ub808\uc774 (FPGAs) \uba54\ubaa8\ub9ac- AI \uc6cc\ud06c\ub85c\ub4dc \uc694\uad6c\uc0ac\ud56d\uc744 \ucda9\uc871\ud558\uae30 \uc704\ud55c \uace0\uc131\ub2a5 \uba54\ubaa8\ub9ac- \uc774\uc911 \ub370\uc774\ud130 \uc18d\ub3c4 (DDR)- \uace0\ub300\uc5ed\ud3ed \uba54\ubaa8\ub9ac (HBM) \ub124\ud2b8\uc6cc\ud06c \ud558\ub4dc\uc6e8\uc5b4- \ubd84\uc0b0\ud615 AI \uc2dc\uc2a4\ud15c\uc744 \uc9c0\uc6d0\ud558\uae30 \uc704\ud55c \ube60\ub974\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc5f0\uacb0\uc131- NIC\/\ub124\ud2b8\uc6cc\ud06c \uc5b4\ub311\ud130- \uc778\ud130\ucee4\ub125\ud2b8 \uc2a4\ud1a0\ub9ac\uc9c0- \uc18d\ub3c4, \ud655\uc7a5\uc131, AI \uc900\ube44\ub3c4\ub97c \uac16\ucd98 \uc2a4\ud1a0\ub9ac\uc9c0 \uc2dc\uc2a4\ud15c<\/b><\/li>\n
                • 6.3 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uae30\ubc18 \ubaa8\ub378- \uae30\ubc18 \ubaa8\ub378\uc740 \ub2e4\uc591\ud55c \ud655\uc7a5 \uac00\ub2a5\ud55c \uc0dd\uc131\ud615 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ub3d9\ud569\ub2c8\ub2e4 \ubaa8\ub378 \ud65c\uc131\ud654 \ubc0f \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c- \ub300\uaddc\ubaa8 \uc0dd\uc131 AI \uc6b4\uc601\uc5d0 \ud544\uc218\uc801\uc778 \ud234\ub9c1 \uc5d0\ucf54\uc2dc\uc2a4\ud15c – \ubaa8\ub378 \ud638\uc2a4\ud305 \ubc0f \uc561\uc138\uc2a4 \ud50c\ub7ab\ud3fc – LLMOps \ubc0f \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ud234 – \ubaa8\ub378 \ubbf8\uc138 \uc870\uc815 \ud234 – \ubaa8\ub378 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \ud3c9\uac00 \ud234 – \uac70\ubc84\ub10c\uc2a4 \ubc0f \ub9ac\uc2a4\ud06c \ud50c\ub7ab\ud3fc GEN AI SAAS – \ud328\ud0a4\uc9c0\ud615 \uc0dd\uc131 AI SaaS\ub294 \uc5ec\ub7ec \uae30\ub2a5\uc5d0 \uac78\uccd0 \ube44\uc988\ub2c8\uc2a4 \uac00\uce58\ub97c \uc2e4\ud604\ud569\ub2c8\ub2e4. – \ucf54\ub4dc \uc0dd\uc131\uae30 – \uc0dd\uc131 \uc124\uacc4 \ubc0f \ud504\ub85c\ud1a0\ud0c0\uc774\ud551 \ud234 – \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131\uae30 – \uc0dd\uc131 AI \uc5d0\uc774\uc804\ud2b8 – \ub3c4\uba54\uc778\ubcc4 Gen AI \ud234<\/b><\/li>\n
                • 6.4 \uc11c\ube44\uc2a4 \uc0dd\uc131\ud615 AI \uad50\uc721 \ubc0f \ucee8\uc124\ud305 \uc11c\ube44\uc2a4- \uc804\ub7b5\uc801 \uc0dd\uc131\ud615 AI \uc790\ubb38 \ubc0f \uad50\uc721 \ud504\ub85c\uadf8\ub7a8\uc744 \ud1b5\ud574 \uae30\uc5c5 \uc5ed\ub7c9 \uac15\ud654 \ubaa8\ub378 \uac1c\ubc1c \ubc0f \ubbf8\uc138 \uc870\uc815 \uc11c\ube44\uc2a4- \uac1c\ubc1c \ubc0f \ubbf8\uc138 \uc870\uc815 \uc804\ubb38\uc131\uc744 \ud1b5\ud574 \ub9de\ucda4\ud615 \uc0dd\uc131\ud615 AI \ubaa8\ub378 \uc81c\uacf5 \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc11c\ube44\uc2a4- \uace0\uae09 \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uae30\ubc95\uc744 \ud1b5\ud574 \uc0dd\uc131\ud615 AI \uacb0\uacfc \ucd5c\uc801\ud654 \ud1b5\ud569 \ubc0f \ubc30\ud3ec \uc11c\ube44\uc2a4- \uc6d0\ud65c\ud55c \uc0dd\uc131\ud615 AI \ud1b5\ud569 \ubc0f \ubc30\ud3ec\ub97c \ud1b5\ud574 \uae30\uc5c5 \ubcc0\ud601 \uac00\uc18d\ud654 \uc9c0\uc6d0 \ubc0f \uc720\uc9c0\ubcf4\uc218 \uc11c\ube44\uc2a4- \uc9c0\uc18d\uc801\uc778 \uc0dd\uc131\ud615 AI \uc9c0\uc6d0 \ubc0f \uc720\uc9c0\ubcf4\uc218\ub97c \ud1b5\ud574 \uc2e0\ub8b0\uc131\uacfc \uc900\uc218 \ubcf4\uc7a5 \uc0dd\uc131\ud615 AI \uad50\uc721 \ub370\uc774\ud130 \uc11c\ube44\uc2a4- \ub9de\ucda4\ud615 \ubc0f \ub3c4\uba54\uc778 \ud2b9\ud654 \uad50\uc721 \ub370\uc774\ud130 \uc11c\ube44\uc2a4\ub97c \ud1b5\ud574 \uace0\uc131\ub2a5 \uc0dd\uc131\ud615 AI \uad6c\ud604 \uad00\ub9ac\ud615 \uc0dd\uc131\ud615 AI \uc11c\ube44\uc2a4- \ud3ec\uad04\uc801\uc778 \uad00\ub9ac\ud615 \uc0dd\uc131\ud615 AI \uc194\ub8e8\uc158\uc744 \ud1b5\ud574 AI \uc6b4\uc601 \uac04\uc18c\ud654<\/b><\/li>\n<\/ul>\n

                  \uc0dd\uc131\ud615 AI \uc2dc\uc7a5, \ub370\uc774\ud130 \ubaa8\ub2ec\ub9ac\ud2f0\ubcc4<\/b><\/p>\n

                  183<\/b><\/p>\n

                    \n
                  • 7.1 \uc18c\uac1c \ub370\uc774\ud130 \ubaa8\ub2ec\ub9ac\ud2f0: \uc0dd\uc131\ud615 AI \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n
                  • 7.2 \ud14d\uc2a4\ud2b8 \ud14d\uc2a4\ud2b8 \uae30\ubc18 AI\uac00 \uc778\uac04\uacfc \uc720\uc0ac\ud55c \ucf58\ud150\uce20 \uc0dd\uc131 \uc9c0\uc6d0<\/b><\/li>\n
                  • 7.3 \uc774\ubbf8\uc9c0 \uc0dd\uc131\ud615 \uc774\ubbf8\uc9c0\ub85c \ub514\uc790\uc778 \ubc0f \ub9c8\ucf00\ud305 \ud601\uc2e0<\/b><\/li>\n
                  • 7.4 \ube44\ub514\uc624 AI\ub97c \ud1b5\ud55c \ubcf5\uc7a1\ud55c \ube44\ub514\uc624 \uc0dd\uc131<\/b><\/li>\n
                  • 7.5 \uc624\ub514\uc624 \ubc0f \uc74c\uc131 AI\ub97c \ud1b5\ud55c \uc778\uac04-\uae30\uacc4 \ub300\ud654 \uac15\ud654<\/b><\/li>\n
                  • 7.6 \ucf54\ub4dc \uc2e4\ud589 \uac00\ub2a5\ud55c \ucd9c\ub825 \uc0dd\uc131\uc744 \ud1b5\ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \uac00\uc18d\ud654<\/b><\/li>\n
                  • 7.7 \uba40\ud2f0\ubaa8\ub2ec \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0 \ubc0f \uc624\ub514\uc624\ub97c \uacb0\ud569\ud558\uc5ec \ub354 \ud48d\ubd80\ud55c AI \uacbd\ud5d8 \uc81c\uacf5<\/b><\/li>\n<\/ul>\n

                    \uc751\uc6a9 \ubd84\uc57c\ubcc4 \uc0dd\uc131 AI \uc2dc\uc7a5<\/b><\/p>\n

                    192<\/b><\/p>\n

                      \n
                    • 8.1 \uc18c\uac1c \uc801\uc6a9 \ubd84\uc57c: \uc0dd\uc131 AI \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n
                    • 8.2 \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc2dc\uac01\ud654 \ube44\uc988\ub2c8\uc2a4 \uae30\ub2a5 \uc804\ubc18\uc5d0 \uac78\uccd0 \ub354 \uc2a4\ub9c8\ud2b8\ud55c \ud1b5\ucc30\ub825 \uc81c\uacf5 \uc601\uc5c5 \uc778\ud154\ub9ac\uc804\uc2a4 \ub9c8\ucf00\ud305 \uc778\ud154\ub9ac\uc804\uc2a4 \uc778\uc801 \uc790\uc6d0 \uc778\ud154\ub9ac\uc804\uc2a4 \uc7ac\ubb34 \uc778\ud154\ub9ac\uc804\uc2a4 \uc6b4\uc601 \ubc0f \uacf5\uae09\ub9dd \uc778\ud154\ub9ac\uc804\uc2a4<\/b><\/li>\n
                    • 8.3 \ucf58\ud150\uce20 \uad00\ub9ac AI \uae30\ubc18 \ucf58\ud150\uce20 \uc0dd\uc131\uc73c\ub85c \ub514\uc9c0\ud138 \ucf58\ud150\uce20 \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uac00\uc18d\ud654 \ucf58\ud150\uce20 \ud050\ub808\uc774\uc158, \ud0dc\uadf8ging \ubc0f \ubd84\ub958 \ub514\uc9c0\ud138 \ub9c8\ucf00\ud305 \ubbf8\ub514\uc5b4 \ud3b8\uc9d1<\/b><\/li>\n
                    • 8.4 \ud569\uc131 \ub370\uc774\ud130 \uad00\ub9ac \ub354 \ube60\ub974\uace0 \uacf5\uc815\ud55c \ubaa8\ub378 \ud6c8\ub828\uc744 \uc704\ud55c AI \uc0dd\uc131 \ub370\uc774\ud130 \ud569\uc131 \ub370\uc774\ud130 \ubcf4\uac15 \ud569\uc131 \ub370\uc774\ud130 \ud6c8\ub828<\/b><\/li>\n
                    • 8.5 \uac80\uc0c9 \ubc0f \ubc1c\uacac \uc0dd\uc131 \ubaa8\ub378\uc744 \ud1b5\ud55c \uc9c0\ub2a5\ud615 \uc815\ubcf4 \uc561\uc138\uc2a4 \uc77c\ubc18 \uac80\uc0c9 \ud1b5\ucc30\ub825 \uc0dd\uc131<\/b><\/li>\n
                    • 8.6 \uc790\ub3d9\ud654 \ubc0f \ud1b5\ud569 \uc0dd\uc131\ud615 AI\ub97c \ud65c\uc6a9\ud55c \uc2dc\uc2a4\ud15c \uc5f0\uacb0 \ubc0f \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uc790\ub3d9\ud654 \uac1c\uc778\ud654 \ubc0f \ucd94\ucc9c \uc2dc\uc2a4\ud15c \uace0\uac1d \uacbd\ud5d8 \uad00\ub9ac \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c \ubc0f API \ud1b5\ud569 \uc0ac\uc774\ubc84 \ubcf4\uc548 \uc778\ud154\ub9ac\uc804\uc2a4<\/b><\/li>\n
                    • 8.7 \uc0dd\uc131\uc801 \ub514\uc790\uc778 AI \uc0dd\uc131\uc801 \ub514\uc790\uc778 AI\ub97c \ud1b5\ud55c \ucc3d\uc758\uc801 \uac00\ub2a5\uc131\uc758 \uac00\uc18d\ud654 \ubc0f \ud655\uc7a5 \ub514\uc790\uc778 \ud0d0\uc0c9 \ubc0f \ubcc0\ud615 \ubaa8\ub378\ub9c1 \ubc0f \ud504\ub85c\ud1a0\ud0c0\uc774\ud551 \uc81c\ud488 \ub80c\ub354\ub9c1 \ubc0f \uc2dc\uac01\uc801 \uc790\ub8cc<\/b><\/li>\n
                    • 8.8 \uae30\ud0c0 \uc751\uc6a9 \ubd84\uc57c<\/b><\/li>\n<\/ul>\n

                      \uc0dd\uc131\uc801 AI \uc2dc\uc7a5, \ucd5c\uc885 \uc0ac\uc6a9\uc790\ubcc4<\/b><\/p>\n

                      223<\/b><\/p>\n

                        \n
                      • 9.1 \uc18c\uac1c \ucd5c\uc885 \uc0ac\uc6a9\uc790: \uc0dd\uc131\ud615 AI \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n
                      • 9.2 \uc18c\ube44\uc790<\/b><\/li>\n
                      • 9.3 \uae30\uc5c5 BFSI- \uc9c0\ub2a5\ud615 \uc790\ub3d9\ud654\uac00 BFSI \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c KYC\uc5d0\uc11c \uaddc\uc81c \uc900\uc218\uae4c\uc9c0 \ud601\uc2e0\ud569\ub2c8\ub2e4- \uac1c\uc778\ud654 \uae08\uc735 \uc790\ubb38- \uc790\ub3d9\ud654\ub41c \ubcf4\uace0\uc11c \ubc0f \ucf54\uba58\ud2b8 \uc0dd\uc131- \uc9c0\ub2a5\ud615 \ubcf4\ud5d8 \uc2ec\uc0ac \ubc0f \uccad\uad6c \ucc98\ub9ac- \uc0ac\uae30 \ud0d0\uc9c0 \ubc0f \uc608\ubc29- \uaddc\uc81c \ubcf4\uace0 \ubc0f \uc900\uc218- \uae30\ud0c0 BFSI \uc801\uc6a9 \uc0ac\ub840 \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798- AI\uac00 \uac00\uc0c1 \uc5b4\uc2dc\uc2a4\ud134\ud2b8, SEO \ucf58\ud150\uce20, \uc218\uc694 \uc608\uce21\uc744 \ud1b5\ud574 \uc804\uc790\uc0c1\uac70\ub798\ub97c \ud601\uc2e0\ud569\ub2c8\ub2e4- \uc81c\ud488 \uc124\uba85 \ubc0f SEO \ucf58\ud150\uce20 \uc0dd\uc131- \uac00\uc0c1 \uc1fc\ud551 \uc5b4\uc2dc\uc2a4\ud134\ud2b8- \ub9de\ucda4\ud615 \uc81c\ud488 \ucd94\ucc9c- \uace0\uac1d \ubb38\uc758 \ud574\uacb0- \uc218\uc694 \uc608\uce21 \ubc0f \uc7ac\uace0 \uad00\ub9ac- \uae30\ud0c0 \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798 \uc0ac\ub840 \uc815\ubd80 \ubc0f \uad6d\ubc29- AI\ub294 \uc2dc\ub098\ub9ac\uc624 \uc2dc\ubbac\ub808\uc774\uc158 \ubc0f \uc785\ubc95 \uc694\uc57d\uc73c\ub85c \uad6d\ubc29 \uc900\ube44 \ubc0f \uc11c\ube44\uc2a4 \uc81c\uacf5\uc744 \uac15\ud654\ud569\ub2c8\ub2e4- \uc815\ucc45 \uc791\uc131 \ubc0f \uc785\ubc95 \uc694\uc57d- \uc2dc\ubbfc \uc11c\ube44\uc2a4 \ucc57\ubd07- OSINT \ube0c\ub9ac\ud551 \ubc0f \ubcf4\uace0- \ubb38\uc11c \ubd84\ub958 \ubc0f \uc9c0\uc2dd \uac80\uc0c9- \uc704\ud611 \uc2dc\ub098\ub9ac\uc624 \uc2dc\ubbac\ub808\uc774\uc158- \uae30\ud0c0 \uc815\ubd80 \ubc0f \uad6d\ubc29 \uc0ac\ub840 \ud1b5\uc2e0- AI \uae30\ubc18 \uace0\uac1d \uc13c\ud130, \ud604\uc7a5 \uc11c\ube44\uc2a4, \uc0ac\uae30 \ud0d0\uc9c0\ub97c \ud1b5\ud574 \ud1b5\uc2e0 \ud6a8\uc728\uc131 \ud5a5\uc0c1- \ub124\ud2b8\uc6cc\ud06c \uc6b4\uc601 \ubc0f \uace0\uc7a5 \uc9c4\ub2e8- \uc790\ub3d9\ud654\ub41c SLA \ubcf4\uace0- \uace0\uac1d \uc13c\ud130 \uc778\ud154\ub9ac\uc804\uc2a4- \ub9c8\ucf00\ud305 \ucf58\ud150\uce20 \ubc0f \ucea0\ud398\uc778 \uac1c\uc778\ud654- \uc218\uc775 \ubcf4\uc7a5 \ubc0f \uc0ac\uae30 \ubc29\uc9c0- \uae30\ud0c0 \ud1b5\uc2e0 \uc0ac\ub840 \ubbf8\ub514\uc5b4 \ubc0f \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8- \uc0dd\uc131\ud615 AI\uac00 \uc601\ud654, \uac8c\uc784, \ub9c8\ucf00\ud305 \ubd84\uc57c\uc758 \ucf58\ud150\uce20 \uc81c\uc791\uc744 \uc7ac\uc815\uc758\ud569\ub2c8\ub2e4- \uc2dc\ub098\ub9ac\uc624 \uc791\uc131 \ubc0f \uc2a4\ud1a0\ub9ac\ud154\ub9c1- AI \uc74c\uc131 \ub354\ube59- \uc2dc\uac01\uc801 \uc790\uc0b0 \uc0dd\uc131 \ubc0f \ubaa8\uc158 \ub514\uc790\uc778- \ub2e4\uad6d\uc5b4 \ucf58\ud150\uce20 \ud604\uc9c0\ud654 – \uad11\uace0 \ubc0f \ucea0\ud398\uc778 \uce74\ud53c\ub77c\uc774\ud305 – \ud569\uc131 \uc778\ud50c\ub8e8\uc5b8\uc11c, \ud638\uc2a4\ud2b8 \ubc0f \ub514\uc9c0\ud138 \uc544\ubc14\ud0c0 – \ub514\uc9c0\ud138 \uad8c\ub9ac \ubc0f IP \ubcf4\ud638 – \uae30\ud0c0 \ubbf8\ub514\uc5b4 \ubc0f \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8 \uc0ac\uc6a9 \uc0ac\ub840 \uc6b4\uc1a1 \ubc0f \ubb3c\ub958 – \uc0dd\uc131\ud615 AI\ub294 \uc608\uce21 \uacbd\ub85c \uc124\uc815, \uc2a4\ub9c8\ud2b8 \ubb38\uc11c\ud654 \ubc0f \ud6a8\uc728\uc801\uc778 \ucc3d\uace0 \uacc4\ud68d\uc744 \ud1b5\ud574 \ubb3c\ub958 \ud68c\uc0ac\uc5d0 \ud798\uc744 \uc2e4\uc5b4\uc90d\ub2c8\ub2e4. – \uacbd\ub85c \ucd5c\uc801\ud654 – \ud654\ubb3c \ubb38\uc11c – \ucc28\ub7c9 \uad00\ub9ac – \ucc3d\uace0 \uad00\ub9ac – \uad50\ud1b5 \uc2dc\ub098\ub9ac\uc624 \uc2dc\ubbac\ub808\uc774\uc158 – \uae30\ud0c0 \uc6b4\uc1a1 \ubc0f \ubb3c\ub958 \uc0ac\uc6a9 \uc0ac\ub840 \uc81c\uc870- \uc0dd\uc131 AI\ub294 \uc81c\ud488 \ub77c\uc774\ud504\uc0ac\uc774\ud074\uc744 \uae30\ud68d \ubc0f \uc124\uacc4\uc5d0\uc11c \uc720\uc9c0\ubcf4\uc218 \ubc0f \uae30\uc220 \ucf58\ud150\uce20\ub85c \ubcc0\ud654\uc2dc\ud0b5\ub2c8\ub2e4. – \ub514\uc790\uc778 \uc0dd\uc131 – \uc608\uce21 \uc720\uc9c0\ubcf4\uc218 – \ud488\uc9c8 \uac80\uc0ac \ubc0f \uad00\ub9ac – \uc870\ub2ec \ubc0f \uacf5\uae09\uc5c5\uccb4 \uad00\ub9ac – \uc81c\ud488 \uae30\ud68d \ubc0f \uc2dc\ubbac\ub808\uc774\uc158 – \uae30\ud0c0 \uc81c\uc870 \uc0ac\uc6a9 \uc0ac\ub840 \uc758\ub8cc \ubc0f \uc0dd\uba85 \uacfc\ud559- Gen AI \ub3c4\uad6c \ubc0f \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ud1b5\ud55c \ud658\uc790 \uce58\ub8cc \uacb0\uacfc \ubc0f \uc758\ub8cc \uc5f0\uad6c \uac1c\uc120 – \uc804\uc790 \uac74\uac15 \uae30\ub85d(EHR) \uc790\ub3d9\ud654 – \uc758\ub8cc \uc601\uc0c1 – \uac00\uc0c1 \uac74\uac15 \ubcf4\uc870 – \uc2e0\uc57d \uac1c\ubc1c \ubc0f \ubd84\uc790 \uc124\uacc4 – \uc784\uc0c1 \uc2dc\ud5d8 \ud504\ub85c\ud1a0\ucf5c \uc124\uacc4 – \uac1c\uc778 \ub9de\ucda4\ud615 \uce58\ub8cc \uacc4\ud68d – \uae30\ud0c0 \uc758\ub8cc \ubc0f \uc0dd\uba85 \uacfc\ud559 \uc0ac\uc6a9 \uc0ac\ub840 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubc0f \uae30\uc220 \uc81c\uacf5\uc5c5\uccb4 – \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubc0f \uae30\uc220 \uae30\uc5c5\uc5d0\uc11c Gen AI\ub97c \ud1b5\ud55c \uc9c0\uc2dd \ubc1c\uacac \ubc0f \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uc790\ub3d9\ud654 – \ucf54\ub4dc \uc0dd\uc131 \ubc0f \ub514\ubc84\uae45 – \ud14c\uc2a4\ud2b8 \ucf00\uc774\uc2a4 \uc0dd\uc131 \ubc0f QA \uc790\ub3d9\ud654- Gen AI \uc9c0\uc6d0 ITSM- \uace0\uac1d \uc9c0\uc6d0 \uc790\ub3d9\ud654- \uc9c0\uc2dd \ubc1c\uacac- \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4 \uc790\ub3d9\ud654- \uae30\ud0c0 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubc0f \uae30\uc220 \uacf5\uae09\uc5c5\uccb4 \uc0ac\uc6a9 \uc0ac\ub840 \uc5d0\ub108\uc9c0 \ubc0f \uc720\ud2f8\ub9ac\ud2f0- \uc0dd\uc131\ud615 AI\ub97c \uc0ac\uc6a9\ud558\uc5ec \uadf8\ub9ac\ub4dc \uc6b4\uc601, \uc790\uc0b0 \uc720\uc9c0 \uad00\ub9ac \ubc0f \uc608\uce21 \uac15\ud654- \uc0c1\ud0dc \uae30\ubc18 \uc790\uc0b0 \uc720\uc9c0 \uad00\ub9ac- \uadf8\ub9ac\ub4dc \uc6b4\uc601 \uad00\ub9ac- \uc7ac\uc0dd \uac00\ub2a5 \uc5d0\ub108\uc9c0 \uc608\uce21- \uc9c0\uc18d \uac00\ub2a5\uc131 \ubc0f \ubc30\ucd9c \ubcf4\uace0- \ub514\uc9c0\ud138 \ud2b8\uc708 \uc2dc\ubbac\ub808\uc774\uc158- \uae30\ud0c0 \uc5d0\ub108\uc9c0 \ubc0f \uc720\ud2f8\ub9ac\ud2f0 \uc0ac\uc6a9 \uc0ac\ub840 \uae30\ud0c0 \uae30\uc5c5<\/b><\/li>\n<\/ul>\n

                        \uc0dd\uc131\ud615 AI \uc2dc\uc7a5, \uc9c0\uc5ed\ubcc4<\/b><\/p>\n

                        267<\/b><\/p>\n

                          \n
                        • 10.1 \uc18c\uac1c<\/b><\/li>\n
                        • 10.2 \ubd81\uc544\uba54\ub9ac\uce74\ubd81\uc544\uba54\ub9ac\uce74: \uc0dd\uc131\ud615 AI \uc2dc\uc7a5 \ub3d9\uc778 \ubd81\uc544\uba54\ub9ac\uce74: \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \ubbf8\uad6d- \uae30\ucd08 \ubaa8\ub378 \ubc0f \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\uc758 \ubc1c\uc804\uc774 \uc2dc\uc7a5\uc744 \uc8fc\ub3c4\ud560 \uac83 \uce90\ub098\ub2e4- \uc778\uc7ac \uac1c\ubc1c, \uc724\ub9ac\uc801 AI \uc815\ucc45, \uc0dd\ud0dc\uacc4 \ud611\ub825\uc744 \ud1b5\ud574 \uc2dc\uc7a5\uc744 \uc8fc\ub3c4\ud560 \uac83<\/b><\/li>\n
                        • 10.3 \uc720\ub7fd\uc720\ub7fd: \uc0dd\uc131\ud615 AI \uc2dc\uc7a5 \ub3d9\uc778 \uc720\ub7fd: \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \uc601\uad6d – \ucc45\uc784 \uc788\ub294 AI \uac1c\ubc1c \uc218\uc694\ub97c \ucd09\uc9c4\ud558\uae30 \uc704\ud55c AI \uc548\uc804 \uc815\uc0c1\ud68c\uc758 \ub3c5\uc77c – \uacf5\uacf5-\ubbfc\uac04 \ud30c\ud2b8\ub108\uc2ed\uacfc \uae30\uc5c5, \uc2a4\ud0c0\ud2b8\uc5c5, \ub300\ud559 \uac04\uc758 \ud611\ub825\uc744 \ud1b5\ud574 \uc2dc\uc7a5 \uc131\uc7a5 \ub3c5\uc77c \ud504\ub791\uc2a4 – \uaddc\uc81c \uc0cc\ub4dc\ubc15\uc2a4 \ubc0f \uc2a4\ud0c0\ud2b8\uc5c5 \uce5c\ud654\uc801 \ubc95\uaddc\ub97c \ud1b5\ud55c \uc720\uc5f0\ud55c AI \ud601\uc2e0 \ucd09\uc9c4 \uc774\ud0c8\ub9ac\uc544 – \uc0dd\uc131\ud615 AI \uc5f0\uad6c\uc758 \uc9c4\uc804\uc774 \uc2dc\uc7a5 \uc131\uc7a5 \uc774\ud0c8\ub9ac\uc544 \uc2a4\ud398\uc778 – \uc815\ubd80 \uc9c0\uc6d0 \uc2dc\ubc94 \ud504\ub85c\uadf8\ub7a8\uacfc\uc758 \ud1b5\ud569\uc744 \ud1b5\ud574 \uc2dc\uc7a5 \uc131\uc7a5 \ud540\ub780\ub4dc- \ube44\uc988\ub2c8\uc2a4 \ud540\ub780\ub4dc \ubcf4\uc870\uae08\uc744 \ud1b5\ud55c \uad6d\ub0b4 \uae30\uc5c5 \uc9c0\uc6d0\uc73c\ub85c \uc2dc\uc7a5 \uc131\uc7a5 \ucd09\uc9c4 \uae30\ud0c0 \uc720\ub7fd<\/b><\/li>\n
                        • 10.4 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591\uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591: \uc0dd\uc131\ud615 AI \uc2dc\uc7a5 \ub3d9\uc778 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591: \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \uc911\uad6d- \uc548\uc804\ud55c AI \uac1c\ubc1c \ubc0f \ubc30\ud3ec\ub97c \uc704\ud55c \uad6c\uc870\ud654\ub41c \ud504\ub808\uc784\uc6cc\ud06c\ub97c \ud1b5\ud574 \uc2dc\uc7a5 \ud655\ub300 \uc778\ub3c4- AI \uc5f0\uad6c \ubc0f \ud601\uc2e0\uc758 \uc0c1\uc5c5\ud654\ub97c \uac00\uc18d\ud654\ud558\uae30 \uc704\ud55c \uac15\ub825\ud55c \uc2a4\ud0c0\ud2b8\uc5c5 \uc0dd\ud0dc\uacc4 \uc77c\ubcf8- Moonshot R&D \ubc0f Society 5.0\uacfc \uac19\uc740 \uc815\ubd80 \uc774\ub2c8\uc154\ud2f0\ube0c\ub97c \ud1b5\ud574 \uc2dc\uc7a5 \ud655\ub300 \ud55c\uad6d- \ucc45\uc784\uac10 \uc788\ub294 \uc2e4\ud5d8\uc744 \uc704\ud55c AI \uaddc\uc81c \uc0cc\ub4dc\ubc15\uc2a4 \ubc0f \uc724\ub9ac \uc9c0\uce68\uc744 \uc218\ub9bd\ud558\uc5ec \uc2dc\uc7a5 \ud65c\uc131\ud654 \uc2f1\uac00\ud3ec\ub974 – \uc758\ub8cc, \uae08\uc735, \ub3c4\uc2dc \uacc4\ud68d\uc5d0 AI \ud1b5\ud569\uc744 \uac1c\uad04\ud55c \uad6d\uac00 AI \uc804\ub7b5 2.0\uc744 \ubc1c\ud45c\ud558\uc5ec \uc2dc\uc7a5 \ud65c\uc131\ud654 \ud638\uc8fc \ubc0f \ub274\uc9c8\ub79c\ub4dc – \uc561\uc140\ub7ec\ub808\uc774\ud130 \ubc0f R&D \uc138\uae08 \uc778\uc13c\ud2f0\ube0c\ub97c \ud1b5\ud574 AI \uc2a4\ud0c0\ud2b8\uc5c5 \uc0dd\ud0dc\uacc4\ub97c \uc9c0\uc6d0\ud558\uc5ec \uc2dc\uc7a5 \ud65c\uc131\ud654 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uae30\ud0c0 \uc9c0\uc5ed<\/b><\/li>\n
                        • 10.5 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74: \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74: \uc0dd\uc131\ud615 AI \uc2dc\uc7a5 \ub3d9\uc778 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74: \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \uc0ac\uc6b0\ub514\uc544\ub77c\ube44\uc544- \uae00\ub85c\ubc8c AI \uae30\uc5c5\uacfc\uc758 \ud30c\ud2b8\ub108\uc2ed \ubc0f \uc2a4\ud0c0\ud2b8\uc5c5 \uc9c0\uc6d0 \ud504\ub85c\uadf8\ub7a8\uc744 \ud1b5\ud574 \uc2dc\uc7a5 \uc131\uc7a5 \ucd09\uc9c4 \uc544\ub78d\uc5d0\ubbf8\ub9ac\ud2b8- AI \uc2a4\ud0c0\ud2b8\uc5c5\uc5d0 \ub300\ud55c \uc790\uae08 \uc9c0\uc6d0 \ubc0f \uba58\ud1a0\ub9c1\uc744 \ud1b5\ud574 \uc2dc\uc7a5 \uc131\uc7a5 \ucd09\uc9c4 \ub0a8\uc544\ud504\ub9ac\uce74\uacf5\ud654\uad6d- \ub2e4\uc591\ud55c \uc5b8\uc5b4\uc801\u00b7\ubb38\ud654\uc801 \uc694\uad6c\uc0ac\ud56d\uc5d0 \ub9de\ucd98 \ud50c\ub7ab\ud3fc\uc5d0 \uc0dd\uc131\ud615 AI \uc801\uc6a9\uc744 \ud1b5\ud574 \uc2dc\uc7a5 \uc131\uc7a5 \ucd09\uc9c4 \uc774\uc2a4\ub77c\uc5d8- \uac15\ub825\ud55c \uc5f0\uad6c \uae30\uad00, \uc131\uc219\ud55c \uae30\uc220 \uc0dd\ud0dc\uacc4, \uc815\ubd80 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uc2dc\uc7a5 \uc131\uc7a5 \ucd09\uc9c4 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74 \ub098\uba38\uc9c0 \uc9c0\uc5ed<\/b><\/li>\n
                        • 10.6 \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74: \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74: \uc0dd\uc131\ud615 AI \uc2dc\uc7a5 \ub3d9\uc778 \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74: \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \ube0c\ub77c\uc9c8 – \ube0c\ub77c\uc9c8 \uac1c\ubc1c \uc740\ud589(BNDES)\uc758 \uc790\uae08 \uc9c0\uc6d0 \ud504\ub85c\uadf8\ub7a8\uc744 \ud1b5\ud574 AI \uc2a4\ud0c0\ud2b8\uc5c5 \uc9c0\uc6d0\uc73c\ub85c \uc2dc\uc7a5 \ud655\ub300 \uba55\uc2dc\ucf54 – \uc2a4\ud398\uc778\uc5b4\uc640 \uba55\uc2dc\ucf54 \ubb38\ud654\uc801 \ub9e5\ub77d\uc5d0 \ub9de\ub294 \uc0dd\uc131\ud615 AI \ub3c4\uad6c \uac1c\ubc1c\ub85c \uc2dc\uc7a5 \ud655\ub300 \uc544\ub974\ud5e8\ud2f0\ub098 – \ucf54\uc6cc\ud0b9 \uc2a4\ud398\uc774\uc2a4, \ubcf4\uc870\uae08, \uba58\ud1a0\ub9c1\uc744 \ud1b5\ud574 AI \uae30\ubc18 \uc2a4\ud0c0\ud2b8\uc5c5 \uc9c0\uc6d0\uc73c\ub85c \uc2dc\uc7a5 \ud655\ub300 \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74 \ub098\uba38\uc9c0 \uc9c0\uc5ed<\/b><\/li>\n<\/ul>\n

                          \uacbd\uc7c1 \ud658\uacbd<\/b><\/p>\n

                          379<\/b><\/p>\n

                            \n
                          • 11.1 \uac1c\uc694<\/b><\/li>\n
                          • 11.2 \uc8fc\uc694 \ud50c\ub808\uc774\uc5b4 \uc804\ub7b5\/\uc2b9\ub9ac \uc694\uc778, 2020\u20132024<\/b><\/li>\n
                          • 11.3 \ub9e4\ucd9c \ubd84\uc11d, 2020\u20132024<\/b><\/li>\n
                          • 11.4 \uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d, 2024\ub144 \uc2dc\uc7a5 \uc21c\uc704 \ubd84\uc11d, 2024<\/b><\/li>\n
                          • 11.6 \uae30\uc5c5 \uac00\uce58 \ud3c9\uac00 \ubc0f \uc7ac\ubb34 \uc9c0\ud45c<\/b><\/li>\n
                          • 11.7 \uae30\uc5c5 \ud3c9\uac00 \ub9e4\ud2b8\ub9ad\uc2a4: \uc8fc\uc694 \ud50c\ub808\uc774\uc5b4, 2024STARS \uc2e0\ud765 \ub9ac\ub354, \uc8fc\uc694 \ud50c\ub808\uc774\uc5b4, \ucc38\uac00\uc790 \uae30\uc5c5 \ubc1c\uc790\ucde8: \uc8fc\uc694 \ud50c\ub808\uc774\uc5b4, 2024- \ud68c\uc0ac \ubc1c\uc790\ucde8- \uc9c0\uc5ed \ubc1c\uc790\ucde8- \uc11c\ube44\uc2a4 \uc81c\uacf5 \ubc94\uc704- \ub370\uc774\ud130 \ubaa8\ub2ec\ub9ac\ud2f0 \ubc1c\uc790\ucde8- \ucd5c\uc885 \uc0ac\uc6a9\uc790 \ubc1c\uc790\ucde8<\/b><\/li>\n
                          • 11.8 \uae30\uc5c5 \ud3c9\uac00 \ub9e4\ud2b8\ub9ad\uc2a4: \uc2a4\ud0c0\ud2b8\uc5c5\/\uc911\uc18c\uae30\uc5c5, 2024\uc120\ub3c4\uc801 \uae30\uc5c5 \ubc18\uc751\ud615 \uae30\uc5c5 \uc5ed\ub3d9\uc801 \uae30\uc5c5 \ucd08\uae30 \ub2e8\uacc4 \uae30\uc5c5 \uacbd\uc7c1 \ubca4\uce58\ub9c8\ud0b9: \uc2a4\ud0c0\ud2b8\uc5c5\/\uc911\uc18c\uae30\uc5c5, 2024 – \uc8fc\uc694 \uc2a4\ud0c0\ud2b8\uc5c5\/\uc911\uc18c\uae30\uc5c5\uc758 \uc0c1\uc138 \ubaa9\ub85d – \uc8fc\uc694 \uc2a4\ud0c0\ud2b8\uc5c5\/\uc911\uc18c\uae30\uc5c5\uc758 \uacbd\uc7c1 \ubca4\uce58\ub9c8\ud0b9<\/b><\/li>\n
                          • 11.9 \uacbd\uc7c1 \uc2dc\ub098\ub9ac\uc624 \uc81c\ud488 \ucd9c\uc2dc \ubc0f \uac1c\uc120 \uac70\ub798<\/b><\/li>\n<\/ul>\n

                             <\/p>\n

                            11.5 \uc81c\ud488 \ube44\uad50 \ud14d\uc2a4\ud2b8 \uc0dd\uc131\uae30\ubcc4 \uc81c\ud488 \ube44\uad50 \ubd84\uc11d – OpenAI (GPT-4) – Google<\/p>\n

                            (Gemini)- Anthropic (Claude)- Perplexity (Perplexity AI)- DeepSeek (DeepSeek)- xAI (Grok) \uc81c\ud488 \ube44\uad50 \ubd84\uc11d, \uc774\ubbf8\uc9c0 \uc0dd\uc131\uae30\ubcc4- OpenAI (DALL-E)- Midjourney (MidJourney V6)- Stability AI (Stable Diffusion)- Adobe (Adobe Firefly)- Runway (Runway Gen-2)- Google (Imagen) \uc81c\ud488 \ube44\uad50 \ubd84\uc11d, \ube44\ub514\uc624 \uc0dd\uc131\uae30\ubcc4- OpenAI (Sora)- Runway (Runway Gen-2)- Synthesia (Synthesia Studio)- Lumen5 (Lumen5 Video Maker)- Colossyan (Colossyan Creator)- Pika Labs (Pika) \uc81c\ud488 \ube44\uad50 \ubd84\uc11d, \uc624\ub514\uc624 \ubc0f \uc74c\uc131 \uc0dd\uc131\uae30\ubcc4- ElevenLabs (Eleven Multilingual Voice AI)- OpenAI (Voice Engine)- Play.ht (PlayAI Platform)- AWS (Amazon Polly)- Meta (Voicebox)- Soundful (AI \uc74c\uc545 \uc0dd\uc131\uae30)<\/b><\/p>\n

                            \ud68c\uc0ac \ud504\ub85c\ud544<\/b><\/p>\n

                            461<\/b><\/p>\n

                              \n
                            • 12.1 \uc18c\uac1c<\/b><\/li>\n
                            • 12.2 \uc8fc\uc694<\/b><\/li>\n
                            • \n
                              \u00a0MICROSOFT<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              – Recent developments<\/div>\n
                              – MnM view<\/div>\n
                              \u00a0AWS<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              – Recent developments<\/div>\n
                              – MnM view<\/div>\n
                              \u00a0GOOGLE<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              – Recent developments<\/div>\n
                              – MnM view<\/div>\n
                              \u00a0ADOBE<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              – Recent developments<\/div>\n
                              – MnM view<\/div>\n
                              \u00a0OPENAI<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              – Recent developments<\/div>\n
                              – MnM view<\/div>\n
                              \u00a0IBM<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              – Recent developments<\/div>\n
                              \u00a0META<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              – Recent developments<\/div>\n
                              \u00a0ANTHROPIC<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              – Recent developments<\/div>\n
                              \u00a0NVIDIA<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              – Recent developments<\/div>\n
                              \u00a0ACCENTURE<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              – Recent developments<\/div>\n
                              \u00a0CAPGEMINI<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              – Recent developments<\/div>\n
                              \u00a0HPE<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              – Recent developments<\/div>\n
                              \u00a0AMD<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              – Recent developments<\/div>\n
                              \u00a0ORACLE<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              – Recent developments<\/div>\n
                              \u00a0SALESFORCE<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              – Recent developments<\/div>\n
                              \u00a0TELUS INTERNATIONAL<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              \u00a0INNODATA<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              – Recent developments<\/div>\n
                              \u00a0IMERIT<\/div>\n
                              \u00a0DIALPAD<\/div>\n
                              \u00a0CENTIFIC<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              – Recent developments<\/div>\n
                              \u00a0FRACTAL ANALYTICS<\/div>\n
                              \u00a0TIGER ANALYTICS<\/div>\n
                              \u00a0QUANTIPHI<\/div>\n
                              \u00a0APPEN<\/div>\n
                              \u00a0DATABRICKS<\/div>\n<\/li>\n
                            • \n
                              12.3 STARTUPS\/SMES<\/div>\n
                              \u00a0CURSOR<\/div>\n
                              \u00a0DEEPSEEK<\/div>\n
                              \u00a0XAI<\/div>\n
                              \u00a0ABRIDGE<\/div>\n
                              \u00a0PERPLEXITY AI<\/div>\n
                              \u00a0SAMBANOVA<\/div>\n
                              \u00a0INSILICO MEDICINE<\/div>\n
                              \u00a0SIMPLIFIED<\/div>\n
                              \u00a0AI21 LABS<\/div>\n
                              \u00a0HUGGING FACE<\/div>\n
                              \u00a0PERSADO<\/div>\n
                              \u00a0SCALE AI<\/div>\n
                              \u00a0SNORKEL<\/div>\n
                              \u00a0LABELBOX<\/div>\n
                              \u00a0HQE SYSTEMS<\/div>\n
                              – Business overview<\/div>\n
                              – Products offered<\/div>\n
                              \u00a0LIGHTRICKS<\/div>\n
                              \u00a0SPEECHIFY<\/div>\n
                              \u00a0MIDJOURNEY<\/div>\n
                              \u00a0FIREFLIES<\/div>\n
                              \u00a0SYNTHESIA<\/div>\n
                              \u00a0MOSTLY AI<\/div>\n
                              \u00a0CHARACTER.AI<\/div>\n
                              \u00a0HYPOTENUSE AI<\/div>\n
                              \u00a0WRITESONIC<\/div>\n
                              \u00a0COPY.AI<\/div>\n
                              \u00a0SYNTHESIS AI<\/div>\n
                              \u00a0COLOSSYAN<\/div>\n
                              \u00a0INFLECTION AI<\/div>\n
                              \u00a0JASPER<\/div>\n
                              \u00a0RUNWAY<\/div>\n
                              \u00a0INWORLD AI<\/div>\n
                              \u00a0TYPEFACE<\/div>\n
                              \u00a0INSTADEEP<\/div>\n
                              \u00a0FORETHOUGHT<\/div>\n
                              \u00a0TOGETHER AI<\/div>\n
                              \u00a0UPSTAGE<\/div>\n
                              \u00a0MISTRAL AI<\/div>\n
                              \u00a0ADEPT<\/div>\n
                              \u00a0STABILITY AI<\/div>\n
                              \u00a0COHERE<\/div>\n<\/li>\n
                            • \n
                              12.4 OPEN-SOURCE COMPANIES<\/div>\n
                              \u00a0APPLE<\/div>\n
                              \u00a0LG<\/div>\n
                              \u00a0NOUS RESEARCH<\/div>\n
                              \u00a0FONTJOY<\/div>\n
                              \u00a0ELEUTHERAI<\/div>\n
                              \u00a0TECHNOLOGY INNOVATION INSTITUTE<\/div>\n
                              \u00a0STARRYAI<\/div>\n
                              \u00a0MAGIC STUDIO<\/div>\n
                              \u00a0ABACUS.AI<\/div>\n
                              \u00a0OPENLM<\/div>\n<\/li>\n<\/ul>\n

                              \uc778\uc811 \ubc0f \uad00\ub828 \uc2dc\uc7a5<\/b><\/p>\n

                              599<\/b><\/p>\n

                                \n
                              • 13.1 \uc18c\uac1c<\/b><\/li>\n
                              • 13.2 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \uc2dc\uc7a5 \u2013 \uae00\ub85c\ubc8c \uc804\ub9dd 2030 \uc2dc\uc7a5 \uc815\uc758 \uc2dc\uc7a5 \uac1c\uc694- \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \uc2dc\uc7a5, \uc81c\uacf5 \ubc29\uc2dd\ubcc4- \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \uc2dc\uc7a5, \uc544\ud0a4\ud14d\ucc98\ubcc4- \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \uc2dc\uc7a5, \ubaa8\ub2ec\ub9ac\ud2f0\ubcc4- \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \uc2dc\uc7a5, \ubaa8\ub378 \ud06c\uae30\ubcc4- \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \uc2dc\uc7a5, \uc751\uc6a9 \ubd84\uc57c\ubcc4- \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \uc2dc\uc7a5, \ucd5c\uc885 \uc0ac\uc6a9\uc790\ubcc4- \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \uc2dc\uc7a5, \uc9c0\uc5ed\ubcc4<\/b><\/li>\n
                              • 13.3 \uc778\uacf5\uc9c0\ub2a5 \uc2dc\uc7a5 \u2013 2032\ub144\uae4c\uc9c0 \uae00\ub85c\ubc8c \uc804\ub9dd \uc2dc\uc7a5 \uc815\uc758 \uc2dc\uc7a5 \uac1c\uc694- \uc778\uacf5\uc9c0\ub2a5(AI) \uc2dc\uc7a5, \uc81c\uacf5 \ubc29\uc2dd\ubcc4- \uc778\uacf5\uc9c0\ub2a5(AI) \uc2dc\uc7a5, \uae30\uc220\ubcc4- \uc778\uacf5\uc9c0\ub2a5(AI) \uc2dc\uc7a5, \ube44\uc988\ub2c8\uc2a4 \uae30\ub2a5\ubcc4- \uc778\uacf5\uc9c0\ub2a5(AI) \uc2dc\uc7a5, \uae30\uc5c5 \uc751\uc6a9 \ubd84\uc57c\ubcc4- \uc778\uacf5\uc9c0\ub2a5(AI) \uc2dc\uc7a5, \ucd5c\uc885 \uc0ac\uc6a9\uc790\ubcc4- \uc778\uacf5\uc9c0\ub2a5(AI) \uc2dc\uc7a5, \uc9c0\uc5ed\ubcc4<\/b><\/li>\n<\/ul>\n

                                \ubd80\ub85d<\/b><\/p>\n

                                61<\/b><\/p>\n

                                  \n
                                • 14.1 \ud1a0\ub860 \uac00\uc774\ub4dc<\/b><\/li>\n
                                • 14.2 KNOWLEDGESTORE: MARKETSANDMARKETS\uc758 \uad6c\ub3c5 \ud3ec\ud138<\/b><\/li>\n
                                • 14.3 \ub9de\ucda4\ud654 \uc635\uc158<\/b><\/li>\n
                                • 14.4 \uad00\ub828 \ubcf4\uace0\uc11c<\/b><\/li>\n
                                • 14.5 \uc800\uc790 \uc815\ubcf4<\/b><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"

                                  \uc0dd\uc131\ud615 AI \uc2dc\uc7a5\uc740 \uae09\uaca9\ud55c \uc131\uc7a5\uc138\ub97c \ubcf4\uc774\uace0 \uc788\uc73c\uba70, 2025\ub144 USD 71.36\uc5b5 \ub2ec\ub7ec\uc5d0\uc11c 2032\ub144\uae4c\uc9c0 USD 890.59\uc5b5 \ub2ec\ub7ec\ub85c \uae09\uc99d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc774 \uae30\uac04 \ub3d9\uc548 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR)\uc740 43.4%\ub97c \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \uac00\uc7a5 \uc911\uc694\ud55c \uc131\uc7a5 \ucd09\uc9c4 \uc694\uc778 \uc911 \ud558\ub098\ub294 \uc0dd\uc131\ud615 AI\uac00 \uae30\uc5c5 \uc0dd\uc0b0\uc131 \ubc0f \uc758\uc0ac\uacb0\uc815 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc5d0 \ub0b4\uc7a5\ub418\uc5b4 \ud1b5\ud569\ub418\ub294 \uac83\uc785\ub2c8\ub2e4. Microsoft 365 Copilot, Salesforce Einstein GPT, Adobe Firefly\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 CRM, \ub514\uc790\uc778 \uc2a4\uc704\ud2b8, \ud611\uc5c5 \ud50c\ub7ab\ud3fc \ub4f1 \uae30\uc874 \uc2dc\uc2a4\ud15c\uc5d0 \uc0dd\uc131\ud615 \uae30\ub2a5\uc744 \uc9c1\uc811 \ub0b4\uc7a5\ud568\uc73c\ub85c\uc368 \ud575\uc2ec \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc758 \uc6b4\uc601 \ubc29\uc2dd\uc744 \ud601\uc2e0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ubcc0\ud654\ub294 \ub3c4\uc785 \uc7a5\uc560\ubb3c\uc744 \uc81c\uac70\ud558\uace0 \uc0ac\uc6a9\uc790 \ucc38\uc5ec\ub3c4\ub97c \ub192\uc774\uba70 \uc989\uac01\uc801\uc778 ROI\ub97c \ucc3d\ucd9c\ud574 \uae30\uc5c5\ub4e4\uc774 \uaddc\ubaa8\ub97c \ud655\uc7a5\ud558\ub294 \ub370 \ub354 \uc801\uadf9\uc801\uc73c\ub85c \ub098\uc11c\uac8c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8\ub294 Copilot \uc0ac\uc6a9\uc790\uc758 60% \uc774\uc0c1\uc774 \uba87 \uc8fc \ub0b4\uc5d0 \uc0dd\uc0b0\uc131\uc774 \ud5a5\uc0c1\ub418\uc5c8\ub2e4\uace0 \ubcf4\uace0\ud588\uc73c\uba70, \uc774\ub294 \uc870\uc9c1 \ub0b4 \ucc44\ud0dd \uc18d\ub3c4\ub97c \uac00\uc18d\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc911\uc694\ud55c \uc810\uc740 \uc774 \ub0b4\uc7a5\ud615 \ubaa8\ub378\uc774 \uad6c\ub3c5 \uc694\uae08 \uc778\uc0c1(\uc608: Copilot\uc758 \uacbd\uc6b0 \uc0ac\uc6a9\uc790\ub2f9 \uc6d4 USD 30)\uc744 \ud1b5\ud574 Gen AI\ub97c \uc218\uc775\ud654\ud55c\ub2e4\ub294 \uc810\uc73c\ub85c, \uace0\ub9c8\uc9c4 \ubc18\ubcf5 \uc218\uc775\uc744 \ucc3d\ucd9c\ud569\ub2c8\ub2e4. \ubca4\ub354\ub4e4\uc740 \uc2ac\ub799, SAP, \ud5c8\ube0c\uc2a4\ud31f, \uc6cc\ud06c\ub370\uc774 \ub4f1\uacfc \ud1b5\ud569\uc744 \ube60\ub974\uac8c \uc9c4\ud589\ud558\uba70 \uc774 \uacf5\uc2dd\uc744 \ubcf5\uc81c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c \uc0dd\uc131\ud615 AI \uc2dc\uc7a5\uc740 AI \uc804\ubb38 \uae30\uc5c5\uc5d0 \uad6d\ud55c\ub418\uc9c0 \uc54a\uace0, \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc0dd\ud0dc\uacc4\uc758 \uae30\uc874 \uace0\uac1d \uae30\ubc18, \ubc30\ud3ec \ub124\ud2b8\uc6cc\ud06c, \uc0ac\uc6a9\uc790 \uacbd\ud5d8 \uce5c\uc219\ub3c4\ub97c \ud1b5\ud574 \ud3ed\ubc1c\uc801\uc778 \ucc44\ud0dd\uc744 \ucd09\uc9c4\ud558\uba70 \ub514\uc9c0\ud138 \uc5c5\ubb34\uc758 \ud575\uc2ec\uc5d0 Gen AI\ub97c \ub0b4\uc7ac\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-23223","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\/23223"}],"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\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/comments?post=23223"}],"version-history":[{"count":0,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts\/23223\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/media?parent=23223"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/categories?post=23223"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/tags?post=23223"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}