{"id":23279,"date":"2025-08-07T07:19:56","date_gmt":"2025-08-07T07:19:56","guid":{"rendered":"https:\/\/www.globalresearch.co.kr\/insight\/?p=23279"},"modified":"2026-09-20T23:49:15","modified_gmt":"2026-09-20T14:49:15","slug":"customer-information-system-market-mam","status":"publish","type":"post","link":"https:\/\/www.globalresearch.co.kr\/insight\/customer-information-system-market-mam\/","title":{"rendered":"\uc138\uacc4\uc758 \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c (CIS) \uc2dc\uc7a5 (~2030\ub144) : \uccad\uad6c \ubc0f \uc218\uc775 \uad00\ub9ac \uc18c\ud504\ud2b8\uc6e8\uc5b4, \uacc4\ub7c9 \ub370\uc774\ud130 \uad00\ub9ac \uc18c\ud504\ud2b8\uc6e8\uc5b4, \uace0\uac1d \uc140\ud504 \uc11c\ube44\uc2a4 \ud3ec\ud138"},"content":{"rendered":"

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 <\/p>\n

CIS \uc2dc\uc7a5\uc740 \uc720\ud2f8\ub9ac\ud2f0 \uc81c\uacf5\uc5c5\uccb4\uac00 \uace0\uac1d \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0, \uacc4\ub7c9\uae30\uc5d0\uc11c \uacb0\uc81c\uae4c\uc9c0\uc758 \ud504\ub85c\uc138\uc2a4\ub97c \ud6a8\uc728\ud654\ud558\uba70, \uccad\uad6c \uc815\ud655\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uace0, \uaddc\uc81c \uc900\uc218\ub97c \ubcf4\uc7a5\ud558\uba70, \ub9de\ucda4\ud615 \uace0\uac1d \ucc38\uc5ec\ub97c \uc9c0\uc6d0\ud558\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc \ubc0f \uad00\ub828 \uc11c\ube44\uc2a4\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4. \ud604\ub300\uc801\uc778 CIS \ud50c\ub7ab\ud3fc\uc740 \uace0\uae09 \ubd84\uc11d, \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \uae30\ub2a5\uc744 \ud1b5\ud569\ud558\uc5ec \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\uc774 \uc804\uae30, \ubb3c, \uc7ac\uc0dd \uc5d0\ub108\uc9c0, \uac00\uc2a4 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ucd5c\uc801\ud654\ud558\uace0, \uc758\uc0ac\uacb0\uc815\uc744 \uac1c\uc120\ud558\uba70, \uc6b0\uc218\ud55c \uace0\uac1d \uacbd\ud5d8\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n

\uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c(CIS) \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 CIS \uc2dc\uc7a5\uc740 \uc2a4\ub9c8\ud2b8 \uadf8\ub9ac\ub4dc \ud22c\uc790 \ud655\ub300, \uc815\ubd80 \uc8fc\ub3c4\ud615 \uadf8\ub9ac\ub4dc \ud604\ub300\ud654 \uc0ac\uc5c5(\ud2b9\ud788 \uc778\ub3c4, \uc911\uad6d, \ub3d9\ub0a8\uc544\uc2dc\uc544\uc5d0\uc11c), \uc5d0\ub108\uc9c0 \uc190\uc2e4 \ucd5c\uc18c\ud654\uc640 \uccad\uad6c \uc815\ud655\ub3c4 \uac1c\uc120\uc744 \ubaa9\ud45c\ub85c \ud55c \uc2a4\ub9c8\ud2b8 \uacc4\ub7c9\uae30 \ubcf4\uae09 \ud655\ub300 \ub4f1\uc73c\ub85c \uc778\ud574 \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

AI \uae30\ubc18 \ubd84\uc11d, \uace0\uac1d \ub9de\ucda4\ud615 \ub3c4\uad6c, \uae30\uc874 \uc720\ud2f8\ub9ac\ud2f0 \uc778\ud504\ub77c\uc5d0 \ud1b5\ud569 \uac00\ub2a5\ud55c \ubaa8\ub4c8\ud615 \uc194\ub8e8\uc158\uc744 \uc804\ubb38\uc73c\ub85c \ud558\ub294 \uc804\ubb38 \uc5c5\uccb4\uc640 \uc2a4\ud0c0\ud2b8\uc5c5\uc774 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ud655\ub300\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n

CIS \uc2dc\uc7a5\uc740 \uace0\uae09 \ubd84\uc11d \ub3c4\uad6c, \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc140\ud504 \uc11c\ube44\uc2a4 \ud3ec\ud138, AI \uae30\ubc18 \uace0\uac1d \ucc38\uc5ec \ud50c\ub7ab\ud3fc\uc744 \uc6b0\uc120\uc21c\uc704\ub85c \uc0bc\uc744 \uac83\uc785\ub2c8\ub2e4. \uc0ac\uc6a9 \ud328\ud134\uacfc \uace0\uac1d \ud589\ub3d9\uc744 \uc608\uce21\ud560 \uc218 \uc788\ub294 \uc608\uce21 \ubd84\uc11d \uc18c\ud504\ud2b8\uc6e8\uc5b4\uac00 \uc8fc\ubaa9\ubc1b\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n

\ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305\uc740 CIS\uc5d0 \uac00\uc7a5 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uae30\uc220\ub85c \ubd80\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 CIS \uc194\ub8e8\uc158\uc740 \ud655\uc7a5\uc131, \uc720\uc5f0\uc131, \ube44\uc6a9 \ud6a8\uc728\uc131\uc744 \uc81c\uacf5\ud558\uc5ec \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\uc774 \uc2e4\uc2dc\uac04 \uace0\uac1d \ubc0f \uacc4\ub7c9\uae30 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \uad00\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n

AI\ub294 \uace0\ub3c4\ub85c \uc815\ud655\ud55c \uc694\uae08 \ubd80\uacfc, \uc608\uce21 \uc18c\ube44 \ubd84\uc11d, \ud6a8\uc728\uc801\uc778 \uc774\uc0c1 \ud0d0\uc9c0\ub97c \uac00\ub2a5\ud558\uac8c \ud568\uc73c\ub85c\uc368 CIS \uc194\ub8e8\uc158\uc744 \uadfc\ubcf8\uc801\uc73c\ub85c \uc7ac\ud3b8\ud558\uace0 \uc788\uc73c\uba70, \uc6b4\uc601\uc0c1\uc758 \uc624\ub958\uc640 \uad00\ub828 \ube44\uc6a9\uc744 \ud06c\uac8c \uc904\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uae00\ub85c\ubc8c \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c (CIS) \uc2dc\uc7a5 \ub3d9\ud5a5<\/h3>\n

\uc8fc\uc694 \uc694\uc778: \uc720\ud2f8\ub9ac\ud2f0\uc758 \uc7ac\uc0dd \uac00\ub2a5 \ubc0f \ubd84\uc0b0\ud615 \uc5d0\ub108\uc9c0 \uc790\uc6d0 (DERs)\ub85c\uc758 \uc804\ud658 \uac00\uc18d\ud654<\/b><\/h4>\n

\uc7ac\uc0dd \uac00\ub2a5 \ubc0f \ubd84\uc0b0\ud615 \uc5d0\ub108\uc9c0 \uc790\uc6d0 (DERs)\ub85c\uc758 \uae09\uc18d\ud55c \uc804\ud658\uc740 CIS \uc2dc\uc7a5 \uc131\uc7a5\uc758 \uc8fc\uc694 \uc694\uc778 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \ud0dc\uc591\uad11, \ud48d\ub825, \ubd84\uc0b0\ud615 \uc804\ub825 \uc0dd\uc131 \uae30\uc220\uc774 \uc720\ud2f8\ub9ac\ud2f0 \uadf8\ub9ac\ub4dc\uc5d0 \ud1b5\ud569\ub418\uba74\uc11c \uc804\ud1b5\uc801\uc778 CIS \ud50c\ub7ab\ud3fc\uc774 \ucc98\ub9ac\ud558\uae30 \uc5b4\ub824\uc6b4 \uc694\uae08 \ubd80\uacfc \ubc0f \uace0\uac1d \uad00\ub9ac \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc7ac\uc0dd \uc5d0\ub108\uc9c0 \ube44\uc911\uc774 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\uc740 \ub3d9\uc801 \uc694\uae08 \ubaa8\ub378, \ub137 \ubbf8\ud130\ub9c1, \uac00\uc0c1 \ubc1c\uc804\uc18c, \uc2e4\uc2dc\uac04 \uc5d0\ub108\uc9c0 \uc815\uc0b0 \ub4f1 \uc0c8\ub85c\uc6b4 \uacfc\uc81c\uc5d0 \uc9c1\uba74\ud558\uac8c \ub418\uba70, \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc815\ud655\ud55c \uc694\uae08 \ubd80\uacfc, \ub370\uc774\ud130 \uc77c\uce58, \uace0\uac1d \ud22c\uba85\uc131\uc744 \uc9c0\uc6d0\ud558\ub294 \uace0\uae09 CIS \uae30\ub2a5\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. Kraken Technologies\uc640 Minsait\uc640 \uac19\uc740 \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc740 \uc774\ub7ec\ud55c \ubcf5\uc7a1\uc131\uc744 \ud574\uacb0\ud558\uae30 \uc704\ud574 \ud655\uc7a5 \uac00\ub2a5\ud558\uace0 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\ub294 CIS \ud50c\ub7ab\ud3fc\uc744 \uac1c\ubc1c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\ub4e4\uc740 \ubd84\uc0b0\ud615 \uc5d0\ub108\uc9c0 \ud504\ub808\uc784\uc6cc\ud06c\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\uc5b4 \uc804\ub825 \uacf5\uae09\uc5c5\uccb4\ub294 \uc5d0\ub108\uc9c0 \uc0dd\uc0b0, \uc18c\ube44, \uac70\ub798\uc5d0 \ub300\ud55c \ucd5c\uc2e0 \uc815\ubcf4\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc811\uadfc\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \uc694\uae08 \ubd80\uacfc \uad00\ud589 \uac1c\uc120, \uace0\uac1d \ucc38\uc5ec \uac15\ud654, \uc0c8\ub85c\uc6b4 \uaddc\uc81c \uc900\uc218 \ub4f1\uc5d0 \uae30\uc5ec\ud569\ub2c8\ub2e4. \ub610\ud55c CIS \ud50c\ub7ab\ud3fc\uc740 AI \uae30\ubc18 \ubd84\uc11d\uacfc \ud1b5\ud569\ub418\uc5b4 \uc5d0\ub108\uc9c0 \uc608\uce21, \uc218\uc694 \ub300\uc751 \uad00\ub9ac \ubc0f \uc804\ub825\ub9dd \uc548\uc815\uc131\uc744 \uac1c\uc120\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc720\ub7fd\uacfc \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc744 \uc911\uc2ec\uc73c\ub85c \uc804 \uc138\uacc4\uc801\uc73c\ub85c \uc7ac\uc0dd \uac00\ub2a5 \uc5d0\ub108\uc9c0\uc758 \ubcf4\uae09\uc774 \uacc4\uc18d \uc99d\uac00\ud568\uc5d0 \ub530\ub77c, \ubd84\uc0b0\ud615 \uc5d0\ub108\uc9c0 \uc2dc\uc2a4\ud15c\uc744 \uad00\ub9ac\ud560 \uc218 \uc788\ub294 \ucca8\ub2e8 CIS \ud50c\ub7ab\ud3fc\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uc99d\uac00\ud558\uc5ec \uc2dc\uc7a5 \uc131\uc7a5\uc774 \ub354\uc6b1 \uac00\uc18d\ud654\ub420 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n

\uc81c\uc57d \uc694\uc778: \ucd08\uae30 \ud22c\uc790 \ube44\uc6a9\uc774 \ub192\uace0 \uae30\uc874 \uc720\ud2f8\ub9ac\ud2f0 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc640\uc758 \ud1b5\ud569 \ubb38\uc81c<\/b><\/h4>\n

CIS \uc2dc\uc7a5\uc758 \uc8fc\uc694 \uc81c\uc57d \uc694\uc778\uc740 \uae30\uc874 \uc2dc\uc2a4\ud15c\uacfc\uc758 \ud1b5\ud569 \ubc0f \uad6c\ud604 \ube44\uc6a9\uc774 \ub192\uace0 \ubcf5\uc7a1\ud558\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \ud2b9\ud788 \uae30\uc874 \uc778\ud504\ub77c\uac00 \uc624\ub798\ub41c \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\uc740 \uae30\uc874 CIS \ud50c\ub7ab\ud3fc\uc744 \uc5c5\uadf8\ub808\uc774\ub4dc\ud558\uac70\ub098 \uad50\uccb4\ud560 \ub54c \uc2ec\uac01\ud55c \uc5b4\ub824\uc6c0\uc744 \uacaa\uc2b5\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \uc628\ud504\ub808\ubbf8\uc2a4 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ud604\ub300\uc801\uc778 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 CIS \uc194\ub8e8\uc158\uc73c\ub85c \uc804\ud658\ud558\ub824\uba74 \uc0c1\ub2f9\ud55c \uc790\ubcf8 \ud22c\uc790, \uc2dc\uc2a4\ud15c \uc7ac\uacf5\ud559, \ub370\uc774\ud130 \ub9c8\uc774\uadf8\ub808\uc774\uc158\uc774 \ud544\uc694\ud558\uba70, \uc774\ub294 \uc2dc\uac04 \uc18c\ubaa8\uc801\uc774\uace0 \uc704\ud5d8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 CIS \uc194\ub8e8\uc158\uacfc \uae30\uc874 \uae30\uc5c5 \uc790\uc6d0 \uacc4\ud68d(ERP), \uc2a4\ub9c8\ud2b8 \uacc4\ub7c9 \uc778\ud504\ub77c, \uace0\uac1d \ub300\uc0c1 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac04\uc758 \uc0c1\ud638 \uc6b4\uc6a9\uc131 \ubb38\uc81c\ub3c4 \uc6b0\ub824\ub429\ub2c8\ub2e4. \uc774 \ubcf5\uc7a1\uc131\uc740 \uc608\uc0b0\uacfc \uae30\uc220 \uc804\ubb38\uc131\uc774 \ubd80\uc871\ud55c \uc18c\uaddc\ubaa8 \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\uc5d0\uac8c \ud2b9\ud788 \ub3c4\uc804\uc801\uc785\ub2c8\ub2e4. \ub610\ud55c \uc9c0\uc5ed\ubcc4 \uaddc\uc81c \uc694\uac74\uacfc \ud2b9\uc815 \uc720\ud2f8\ub9ac\ud2f0 \uc694\uad6c\uc0ac\ud56d\uc744 \ucda9\uc871\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub9de\ucda4\ud615 \uac1c\ubc1c\uc740 \ube44\uc6a9\uc744 \uc99d\uac00\uc2dc\ud0a4\uace0 \uad6c\ud604 \uc77c\uc815\uc744 \uc5f0\uc7a5\uc2dc\ud0b5\ub2c8\ub2e4. SAP\uc640 Oracle\uacfc \uac19\uc740 \uc8fc\uc694 \ubca4\ub354\uac00 \uc81c\uacf5\ud558\ub294 \ud1b5\ud569 \ub3c4\uad6c\ub294 \ubcf4\ud3b8\uc801\uc73c\ub85c \uc218\uc6a9\ub418\uc9c0 \uc54a\uc73c\uba70, \ud2b9\ud788 \uac1c\ubc1c\ub3c4\uc0c1\uad6d(\ud2b9\ud788 CI\/CAM \uc0b0\uc5c5)\uc758 \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\ub4e4\uc740 \uad6c\ud604 \uacfc\uc815\uc5d0\uc11c \uc5b4\ub824\uc6c0\uc744 \uacaa\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c \ub192\uc740 \ube44\uc6a9, \uae30\uc220\uc801 \ubcf5\uc7a1\uc131, \uae34 \ubc30\ud3ec \uc8fc\uae30\ub294 CIS\uc758 \uad11\ubc94\uc704\ud55c \ucc44\ud0dd\uc5d0 \ud070 \uc7a5\uc560\ubb3c\ub85c \uc791\uc6a9\ud558\uba70, \ud2b9\ud788 \uc608\uc0b0\uc774 \uc81c\ud55c\uc801\uc774\uace0 \uaddc\uc81c \ud658\uacbd\uc774 \uc5c4\uaca9\ud55c \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc18c\uaddc\ubaa8 \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\uc5d0\uac8c \ub354\uc6b1 \uadf8\ub807\uc2b5\ub2c8\ub2e4.<\/p>\n

\uae30\ud68c: AI \uae30\ubc18 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c CIS \ud50c\ub7ab\ud3fc\uc744 \ud65c\uc6a9\ud55c \ud655\uc7a5\uc131\uacfc \uac1c\uc120\ub41c ROI<\/b><\/h4>\n

CIS \ud50c\ub7ab\ud3fc \uc2dc\uc7a5\uc740 \uace0\uac1d \ucc38\uc5ec\uc640 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \uac1c\uc120\ud558\uae30 \uc704\ud574 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c, AI \uae30\ubc18 AI \uc194\ub8e8\uc158\uc5d0 \ud06c\uac8c \uc758\uc874\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub294 \uacf5\uae09\uc5c5\uccb4\uc5d0\uac8c lucratieve \uae30\ud68c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\ub4e4\uc774 \ud655\uc7a5\uc131, \uc720\uc5f0\uc131 \ubc0f \ube44\uc6a9 \ud6a8\uc728\uc131\uc744 \uc704\ud574 \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305\uc73c\ub85c \uc810\uc810 \ub354 \uc804\ud658\ud568\uc5d0 \ub530\ub77c, \ud074\ub77c\uc6b0\ub4dc\uc758 \uc131\ub2a5\uacfc \uace0\uae09 \ubd84\uc11d, \uae30\uacc4 \ud559\uc2b5 \ub610\ub294 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uacb0\ud569\ud55c \ud1b5\ud569 \uc11c\ube44\uc2a4(CIS) \uc194\ub8e8\uc158\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcc0\ud654\ub294 \uac1c\uc778\ud654\ub41c \uccad\uad6c, \uc0ac\uc6a9 \ud1b5\ucc30\ub825 \ubc0f \uc608\uce21 \uc5d0\ub108\uc9c0 \uad8c\uc7a5 \uc0ac\ud56d\uc744 \ud1b5\ud574 \uace0\uac1d \uacbd\ud5d8\uc744 \uc5c5\uadf8\ub808\uc774\ub4dc\ud558\ub824\ub294 \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\uc758 \uc694\uad6c\uc5d0 \uc758\ud574 \ucd09\uc9c4\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 CIS \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\uc740 \ubcc0\ud654\ud558\ub294 \uaddc\uc81c \uc694\uac74\uc744 \uc2e0\uc18d\ud558\uac8c \uc900\uc218\ud558\uace0, \ubd84\uc0b0\ub41c \uc5d0\ub108\uc9c0 \uc790\uc6d0\uc744 \uad00\ub9ac\ud558\uba70, \uc218\uc775 \uad00\ub9ac\ub97c \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Kraken Technologies\uc640 \uac19\uc740 \uae30\uc5c5\ub4e4\uc740 \ubcf5\uc7a1\ud55c \uccad\uad6c \uc2dc\ub098\ub9ac\uc624\uc640 \ubd84\uc0b0\ud615 \ubc1c\uc804 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \ud574\uacb0\ud558\ub294 \ud655\uc7a5\uc131\uc774 \ub6f0\uc5b4\ub09c API \uae30\ubc18 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uc5ec \uc774\ub7ec\ud55c \uae30\ud68c\ub97c \ud3ec\ucc29\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud55c\ud3b8, SAP \ubc0f Oracle\uacfc \uac19\uc740 \uc804\ud1b5\uc801\uc778 \uae30\uc5c5\ub4e4\uc740 AI \uae30\ub2a5\uc744 \ud1b5\ud569\ud558\uc5ec \uc18c\ube44 \ud328\ud134\uc744 \uc608\uce21\ud558\uace0, \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uc2dd\ubcc4\ud558\uba70, \uc6b4\uc601\uc744 \uac04\uc18c\ud654\ud568\uc73c\ub85c\uc368 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc81c\ud488\uc744 \uac1c\uc120\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. CIS \uacf5\uae09\uc5c5\uccb4\ub294 \ubcf4\uc548 \ubc0f \uaddc\uc815 \uc900\uc218\ub97c \uc720\uc9c0\ud558\uba74\uc11c \ubc29\ub300\ud55c \uace0\uac1d \ub370\uc774\ud130\uc5d0\uc11c \uc720\uc6a9\ud55c \ud1b5\ucc30\ub825\uc744 \ucd94\ucd9c\ud560 \uc218 \uc788\ub294 \ub2a5\ub825 \ub355\ubd84\uc5d0 \uc0c1\ub2f9\ud55c \uc131\uc7a5 \uae30\ud68c\ub97c \ub9de\uc774\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\uc774 \uc778\ud504\ub77c\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ud604\ub300\ud654\ud568\uc5d0 \ub530\ub77c \ucc28\uc138\ub300 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 CIS \ud50c\ub7ab\ud3fc\uc5d0 \ub300\ud55c \uc218\uc694\ub294 \ud06c\uac8c \uc99d\uac00\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n

\uacfc\uc81c: \uc720\ud2f8\ub9ac\ud2f0 \uc778\ud504\ub77c\uc758 \ub514\uc9c0\ud138\ud654 \uc9c4\ud589\uc5d0 \ub530\ub978 \ub370\uc774\ud130 \ubcf4\uc548 \ubc0f \uaddc\uc815 \uc900\uc218 \ubcf4\uc7a5<\/b><\/h4>\n

CIS \uc2dc\uc7a5\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \uacfc\uc81c\ub294 \ub514\uc9c0\ud138\ud654 \uc9c4\ud589\uacfc \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \ud750\ub984 \uc18d\uc5d0\uc11c \ub370\uc774\ud130 \ubcf4\uc548 \ubc0f \uaddc\uc815 \uc900\uc218\ub97c \ubcf4\uc7a5\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\uc774 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c CIS \ud50c\ub7ab\ud3fc\uc73c\ub85c \uc778\ud504\ub77c\ub97c \uc5c5\uadf8\ub808\uc774\ub4dc\ud558\uace0 \uc2a4\ub9c8\ud2b8 \ubbf8\ud130, \ubd84\uc0b0\ud615 \uc5d0\ub108\uc9c0 \uc790\uc6d0, IoT \uae30\uae30\ub97c \ub3c4\uc785\ud568\uc5d0 \ub530\ub77c \ub300\uaddc\ubaa8\uc758 \ubbfc\uac10\ud55c \uace0\uac1d \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud558\uace0 \uad00\ub9ac\ud558\uac8c \ub429\ub2c8\ub2e4. \uc774 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\ub294 \uc0ac\uc774\ubc84 \ubc94\uc8c4\uc790\ub4e4\uc774 \ud53c\ud574\uc790\uc758 \uc628\ub77c\uc778 \ud589\ub3d9\uc744 \uac10\uc2dc\ud558\uace0 \ubc29\ud574\ud558\uac70\ub098 \uc2e0\uc6a9\uce74\ub4dc \uc815\ubcf4, \ubcf4\ud5d8 \ubc88\ud638 \ub4f1 \uae30\ud0c0 \ubbfc\uac10\ud55c \uc815\ubcf4\ub97c \ud0c8\ucde8\ud558\ub824\ub294 \uc8fc\uc694 \ud45c\uc801\uc774 \ub429\ub2c8\ub2e4. CIS \uacf5\uae09\uc5c5\uccb4\uc758 \uacfc\uc81c\ub294 \uc2dc\uc2a4\ud15c\uc774 \uc7a0\uc7ac\uc801 \uc704\ud611\uc73c\ub85c\ubd80\ud130 \ubcf4\ud638\ub418\ub3c4\ub85d \ud558\uba70, \ubd80\uc801\uc808\ud55c \uc0ac\uc774\ubc84 \ubcf4\uc548\uc73c\ub85c \uc778\ud574 \uc2dc\uc2a4\ud15c\uc774 \ubc29\ud574\ubc1b\uc9c0 \uc54a\ub3c4\ub85d \ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ub610\ud55c \ubd81\ubbf8, \uc720\ub7fd, \uc544\uc2dc\uc544\ud0dc\ud3c9\uc591(APAC) \uc9c0\uc5ed\uc758 \uaddc\uc81c \uae30\uad00\uc740 GDPR\uacfc CCPA\ub97c \ud3ec\ud568\ud55c \ub370\uc774\ud130 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubc0f \ubcf4\ud638 \ubc95\uaddc\ub97c \uc81c\uc815\ud574 \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\uc774 \ub192\uc740 \uc218\uc900\uc758 \uc900\uc218\ub97c \ucda9\uc871\ud574\uc57c \ud55c\ub2e4\uace0 \uaddc\uc815\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc900\uc218 \uc2e4\ud328\ub294 \uc0c1\ub2f9\ud55c \uc7ac\uc815\uc801 \ubc8c\uae08, \uba85\uc131 \uc190\uc0c1, \uace0\uac1d \uc2e0\ub8b0 \ud6fc\uc190\uc73c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub300\ud615 \uae30\uc5c5\ub4e4\uc740 \uc0ac\uc774\ubc84 \ubcf4\uc548 \ubc0f \uc900\uc218 \uc870\uce58\uc5d0 \ub300\uaddc\ubaa8 \ud22c\uc790\ub97c \uc9c4\ud589 \uc911\uc774\uc9c0\ub9cc, \uc18c\uaddc\ubaa8 \uacf5\uae09\uc5c5\uccb4\ub4e4\uc740 \uc9c4\ud654\ud558\ub294 \uaddc\uc81c \ubc0f \ubcf4\uc548 \uc704\ud5d8\uc5d0 \ub300\uc751\ud558\ub294 \ub370 \uc5b4\ub824\uc6c0\uc744 \uacaa\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ub3c4\uc804\uc740 \uad6d\uacbd \uac04 \ub370\uc774\ud130 \uc804\uc1a1 \uc694\uad6c\uc0ac\ud56d\uacfc \ub808\uac70\uc2dc \uc2dc\uc2a4\ud15c\uacfc\uc758 \ud638\ud658\uc131 \ubb38\uc81c\ub85c \uc778\ud574 CIS \uacf5\uae09\uc5c5\uccb4\uc758 \ubcf4\uc548 \ubc0f \uc900\uc218 \uad00\ub9ac\uc5d0 \uc9c0\uc18d\uc801\uc778 \uc7a5\uc560\ubb3c\ub85c \uc791\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uae00\ub85c\ubc8c \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c(CIS) \uc2dc\uc7a5 \uc0dd\ud0dc\uacc4 \ubd84\uc11d<\/h3>\n

CIS \uc2dc\uc7a5 \uc0dd\ud0dc\uacc4\ub294 \uace0\uac1d \ub370\uc774\ud130 \uad00\ub9ac \ud50c\ub7ab\ud3fc \uc81c\uacf5\uc5c5\uccb4, \uc694\uae08 \ubc0f \uc218\uc775 \uad00\ub9ac \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc81c\uacf5\uc5c5\uccb4, \uace0\uac1d \ubd84\uc11d \ud50c\ub7ab\ud3fc \uc81c\uacf5\uc5c5\uccb4, \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uc790\ub3d9\ud654 \ub3c4\uad6c \uc81c\uacf5\uc5c5\uccb4, \uacc4\ub7c9 \ub370\uc774\ud130 \uad00\ub9ac \uc2dc\uc2a4\ud15c \uc81c\uacf5\uc5c5\uccb4, \uace0\uac1d \uc140\ud504 \uc11c\ube44\uc2a4 \ud3ec\ud138 \uc81c\uacf5\uc5c5\uccb4, CRM \ud1b5\ud569 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc81c\uacf5\uc5c5\uccb4, \uae30\ud0c0 CIS \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc81c\uacf5\uc5c5\uccb4\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \uc774 \uc138\ubd84\ud654\ub41c \uc0dd\ud0dc\uacc4\ub294 \uae30\uc220\uacfc \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud574 \ub354 \ud6a8\uc728\uc801\uc778 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc640 \uacb0\uacfc\ubb3c \uc0dd\uc131\uc744 \ucd09\uc9c4\ud558\uae30 \uc704\ud574 \ud611\ub825\ud569\ub2c8\ub2e4.<\/p>\n

2025\ub144\uae4c\uc9c0 \uccad\uad6c \ubc0f \uc218\uc775 \uad00\ub9ac \uc18c\ud504\ud2b8\uc6e8\uc5b4\uac00 \uac00\uc7a5 \ud070 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/b><\/h4>\n

\uc5d0\ub108\uc9c0 \uc2dc\uc7a5\uc740 \ubd84\uc0b0\ud615 \uc5d0\ub108\uc9c0 \uc790\uc6d0, \ubcc0\ub3d9\ud558\ub294 \uac00\uaca9 \uad6c\uc870, \ubcc0\ud654\ud558\ub294 \uaddc\uc81c \uc694\uad6c\uc0ac\ud56d\uc73c\ub85c \uc778\ud574 \uc810\uc810 \ub354 \ubcf5\uc7a1\ud574\uc9c0\uace0 \uc788\uc73c\uba70, \uc774\ub85c \uc778\ud574 \uace0\uae09 \uccad\uad6c \uc2dc\uc2a4\ud15c\uc758 \uc0ac\uc6a9\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uccad\uad6c \ubc0f \uc218\uc775 \uad00\ub9ac \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub294 \uc815\ud655\ud55c \uc218\uc775 \uae30\ub85d \uc720\uc9c0, \uc7ac\ubb34 \uc548\uc815\uc131 \uc720\uc9c0, \uace0\uac1d \uc694\uad6c\uc0ac\ud56d \ucda9\uc871 \ub2a5\ub825\uc73c\ub85c \uc778\ud574 2025\ub144\uae4c\uc9c0 \uc8fc\uc694 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\ub4e4\uc774 \uc2a4\ub9c8\ud2b8 \uacc4\ub7c9\uae30\ub97c \ucc44\ud0dd\ud558\uace0 \ubd84\uc0b0\ud615 \uc5d0\ub108\uc9c0 \ud504\ub808\uc784\uc6cc\ud06c\ub85c \uc804\ud658\ud568\uc5d0 \ub530\ub77c \uc2e4\uc2dc\uac04 \uccad\uad6c, \ub2e4\uc911 \uc694\uae08 \uad00\ub9ac, \uc21c \uacc4\ub7c9 \ubc0f \uad6c\ub3c5 \uae30\ubc18 \ubaa8\ub378\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uae09\uaca9\ud788 \uc99d\uac00\ud588\uc2b5\ub2c8\ub2e4. \uc815\ud655\ud55c \uccad\uad6c\ub294 \uace0\uac1d \uc2e0\ub8b0\ub97c \uc720\uc9c0\ud558\uace0 \uc218\uc775 \uc190\uc2e4\uc744 \uc904\uc774\ub294 \ub370 \ub9e4\uc6b0 \uc911\uc694\ud558\uae30 \ub54c\ubb38\uc5d0 \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\ub4e4\uc740 \uac15\ub825\ud55c \uc218\uc775 \uad00\ub9ac \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \ucd5c\uc6b0\uc120 \uacfc\uc81c\ub85c \uc0bc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc870\uc815, \uc608\uce21 \ubd84\uc11d \ubc0f AI \uc624\ub958 \uac10\uc9c0\uc758 \uc790\ub3d9\ud654\ub85c \ud604\uae08 \ud750\ub984\uc744 \ucd5c\uc801\ud654\ud558\uace0 \uc6b4\uc601\uc744 \uac04\uc18c\ud654\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uccad\uad6c \ud22c\uba85\uc131, \ub370\uc774\ud130 \ubcf4\ud638, \ud6a8\uc728\uc801\uc778 \uc218\uc775 \uc218\uc9d1 \uc804\ub7b5\uc5d0 \ub300\ud55c \uaddc\uc81c \uc555\ub825\uc740 \uace0\uae09 \uccad\uad6c \uc194\ub8e8\uc158\uc758 \ud544\uc694\uc131\uc744 \ub192\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\uc774 \ud655\uc7a5\uc131\uacfc \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \uac1c\uc120\ud558\uae30 \uc704\ud574 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c \uc804\ud658\ud568\uc5d0 \ub530\ub77c \uc218\uc775 \uad00\ub9ac \uc2dc\uc2a4\ud15c\uc740 \ub2e4\uc591\ud55c \uace0\uac1d \uc811\uc810 \uac04 \uc6d0\ud65c\ud55c \ud1b5\ud569\uc744 \uc81c\uacf5\ud558\uae30 \uc704\ud574 \uc9c4\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc608\uce21 \uae30\uac04 \ub3d9\uc548 \ucd5c\uc885 \uc0ac\uc6a9\uc790\ubcc4\ub85c\ub294 \ubb3c \ubc0f \ud3d0\uc218 \uad00\ub9ac \uc720\ud2f8\ub9ac\ud2f0\uac00 \uac00\uc7a5 \ub192\uc740 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/b><\/h4>\n

\ubb3c \ubc0f \ud3d0\uc218 \uad00\ub9ac \uc720\ud2f8\ub9ac\ud2f0\ub294 \uc778\ud504\ub77c \ud604\ub300\ud654, \uc5c4\uaca9\ud55c \uaddc\uc81c \uc694\uac74, \ud658\uacbd \ubb38\uc81c\ub85c \uc778\ud55c \ud6a8\uc728\uc801\uc778 \uc790\uc6d0 \uad00\ub9ac\uc758 \uae34\uae09\ud55c \ud544\uc694\uc131\uc73c\ub85c \uc778\ud574 CIS \uc2dc\uc7a5\uc5d0\uc11c \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\ub294 \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc138\uadf8\uba3c\ud2b8\ub85c \ubd80\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. CIS\ub294 \uc804\ub825 \ubd80\ubb38\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub418\uc9c0\ub9cc, \ubb3c \uc720\ud2f8\ub9ac\ud2f0\ub294 \uc6b4\uc601 \ud6a8\uc728\uc131 \ubd80\uc871\uacfc \uc218\uc775 \uc190\uc2e4\ub85c \uc778\ud574 \uc804\ud1b5\uc801\uc778 \ud504\ub85c\uc138\uc2a4\uc640 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uccad\uad6c \uc2dc\uc2a4\ud15c\uc5d0 \uc758\uc874\ud574 \uc654\uc2b5\ub2c8\ub2e4. \uae30\ud6c4 \ubcc0\ud654\uc640 \ubb3c \ubd80\uc871\uc73c\ub85c \uc778\ud55c \ubb3c \uc808\uc57d\uc5d0 \ub300\ud55c \uac15\uc870\uac00 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c, \uc774\ub7ec\ud55c \uc720\ud2f8\ub9ac\ud2f0\ub294 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1, \uc815\ud655\ud55c \uc18c\ube44 \ucd94\uc801, \uc608\uce21 \ubd84\uc11d\uc744 \uc81c\uacf5\ud558\ub294 \ucd5c\ucca8\ub2e8 CIS \ud50c\ub7ab\ud3fc\uc744 \ud65c\uc6a9\ud558\ub3c4\ub85d \ub3d9\uae30\ubd80\uc5ec\ub97c \ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uaddc\uc81c \uae30\uad00\uc740 \uc815\ud655\ud55c \uc694\uae08 \ubd80\uacfc, \ubb3c \ud488\uc9c8 \uad00\ub9ac, \uc11c\ube44\uc2a4 \ud22c\uba85\uc131\uc5d0 \ub300\ud55c \uc5c4\uaca9\ud55c \uae30\uc900\uc744 \uc801\uc6a9\ud558\uace0 \uc788\uc5b4, \ubb3c \uc720\ud2f8\ub9ac\ud2f0\ub294 \uaddc\uc815 \uc900\uc218\ub97c \uc704\ud574 \uae30\uc874 \uc2dc\uc2a4\ud15c\uc744 \uc5c5\uadf8\ub808\uc774\ub4dc\ud574\uc57c \ud569\ub2c8\ub2e4. \ub610 \ub2e4\ub978 \uc911\uc694\ud55c \uc131\uc7a5 \uc694\uc778\uc740 \uc2a4\ub9c8\ud2b8 \ubb3c \uacc4\ub7c9\uae30\uc758 \ucc44\ud0dd\uc774 \uc99d\uac00\ud558\uace0 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc774 \uacc4\ub7c9\uae30\ub294 \ub300\ub7c9\uc758 \uc18c\ube44 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud558\uba70, \uc774\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\uace0 \uccad\uad6c \ubc0f \uace0\uac1d \uc0c1\ud638\uc791\uc6a9\uc744 \uc704\ud574 \uace0\uae09 CIS \uc2dc\uc2a4\ud15c\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ub610\ud55c \uc9c0\ubc29 \uc790\uce58\uccb4\uac00 \ub514\uc9c0\ud138 \ucc44\ub110\uc744 \ud1b5\ud574 \uace0\uac1d \ucc38\uc5ec\ub97c \uac15\ud654\ud558\uace0 \uc218\uc775 \ubcf4\uc99d\uc744 \uac1c\uc120\ud558\ub824\ub294 \ub178\ub825\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c CIS \ud50c\ub7ab\ud3fc\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uacc4\uc18d \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc9c0\uc5ed\ubcc4\ub85c\ub294 2025\ub144\uae4c\uc9c0 \ubd81\ubbf8\uac00 \ucd5c\ub300 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/h3>\n

\uac15\ub825\ud55c \uc720\ud2f8\ub9ac\ud2f0 \uc778\ud504\ub77c, \uad11\ubc94\uc704\ud55c \uc2a4\ub9c8\ud2b8 \uacc4\ub7c9\uae30 \ub3c4\uc785, \uc694\uae08 \uc815\ud655\uc131\uacfc \ub370\uc774\ud130 \ubcf4\ud638\ub97c \ubcf4\uc7a5\ud558\ub294 \uc5c4\uaca9\ud55c \uaddc\uc81c \uae30\uc900\uc744 \uac16\ucd98 \ubd81\ubbf8\ub294 2025\ub144\uae4c\uc9c0 \uc2dc\uc7a5 \uc810\uc720\uc728\uc5d0\uc11c \uc120\ub3c4\uc801\uc778 \uc9c0\uc5ed\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc774 \uc9c0\uc5ed\uc740 \uc2a4\ub9c8\ud2b8 \uadf8\ub9ac\ub4dc \uae30\uc220\uc5d0 \ub300\uaddc\ubaa8 \ud22c\uc790\ub97c \uc9c4\ud589\ud574 \uc654\uc73c\uba70, \ub178\ud6c4\ud654\ub41c \uc2dc\uc2a4\ud15c\uc744 \ud604\ub300\ud654\ud558\ub294 \uacfc\uc815\uc5d0\uc11c \ub2e4\uc911 \uacf5\uae09\uc5c5\uccb4 \uc758\uc874\ub3c4, \ub3d9\uc801 \uc694\uae08 \uccb4\uacc4, \ubd84\uc0b0\ud615 \uc5d0\ub108\uc9c0 \uc18c\uc2a4 \ud1b5\ud569\uc5d0 \uc758\uc874\ud558\ub294 \ubcf5\uc7a1\ud55c \uc694\uae08 \uad6c\uc870 \uad00\ub9ac\ub97c \uc704\ud574 \uace0\uae09 CIS \uc194\ub8e8\uc158\uc744 \ub3c4\uc785\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. CIS \ub3c4\uc785\uc740 \ubd81\ubbf8 \uc804\ub825 \uc2e0\ub8b0\uc131 \ud611\ud68c(NERC)\uc640 \uac19\uc740 \uaddc\uc81c \uae30\uad00 \ubc0f \uc8fc\ubcc4 \ub370\uc774\ud130 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \uaddc\uc815 \ub4f1 \uaddc\uc81c \uae30\uad00\uc758 \uc601\ud5a5\ub825\uc744 \ud06c\uac8c \ubc1b\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uaddc\uc81c\ub294 \ub370\uc774\ud130 \uad00\ub9ac, \uace0\uac1d \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638, \uccad\uad6c \ud22c\uba85\uc131\uc5d0 \ub300\ud55c \uc5c4\uaca9\ud55c \uc900\uc218 \uc694\uac74\uc744 \ubd80\uacfc\ud569\ub2c8\ub2e4. \ub610\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 CIS \ud50c\ub7ab\ud3fc\uc758 \uc0ac\uc6a9\uc774 \uae09\uc99d\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub294 \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\uc774 \ubcc0\ud654\ud558\ub294 \uace0\uac1d \uc694\uad6c\uc0ac\ud56d\uacfc \uc6b4\uc601 \uc694\uad6c\uc0ac\ud56d\uc744 \ucda9\uc871\ud558\uae30 \uc704\ud574 \uc720\uc5f0\uc131, \uc0dd\uc0b0\uc131, \ubcf5\uc6d0\ub825\uc744 \uc81c\uacf5\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uacbd\uc7c1\uc801\uc778 \uc2dc\uc7a5 \uad6c\uc870, \ud2b9\ud788 \uaddc\uc81c \uc644\ud654 \uc8fc\uc5d0\uc11c\ub294 \uac1c\uc778\ud654\ub41c \uc694\uae08 \uc635\uc158, \uc720\uc5f0\ud55c \uacb0\uc81c \ubaa8\ub378, \uc6d0\ud65c\ud55c \uace0\uac1d \uc0c1\ud638\uc791\uc6a9\uc744 \uc81c\uacf5\ud558\ub294 \uace0\uae09 CIS \ud50c\ub7ab\ud3fc\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \ub354\uc6b1 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. CIS \uc778\ud504\ub77c \uac1c\uc120\uc744 \uc704\ud55c \uc9c0\uc18d\uc801\uc778 \ud22c\uc790\ub85c \uc2e0\ud765 \uacfc\uc81c \ub300\uc751\uacfc \uace0\uac1d \ucc38\uc5ec \uac15\ud654\uc5d0 \ud798\uc4f0\uace0 \uc788\ub294 \ubd81\ubbf8\ub294 \ud5a5\ud6c4 \uc0c1\ub2f9 \uae30\uac04 \ub3d9\uc548 \uae00\ub85c\ubc8c CIS \uc2dc\uc7a5\uc5d0\uc11c \uc120\ub3c4\uc801 \uc704\uce58\ub97c \uc720\uc9c0\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n

\uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c(CIS) \uc2dc\uc7a5\uc758 \ucd5c\uadfc \ub3d9\ud5a5<\/h3>\n
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  • 2025\ub144 2\uc6d4, Hansen Technologies\ub294 \uc5d0\ub108\uc9c0, \uc720\ud2f8\ub9ac\ud2f0, \ud1b5\uc2e0 \ubc0f \ubbf8\ub514\uc5b4 \uc0b0\uc5c5\uc5d0\uc11c \uace0\uac1d \uc11c\ube44\uc2a4\ub97c \uac1c\uc120\ud558\uae30 \uc704\ud574 \uc124\uacc4\ub41c AI \uae30\ubc18 \uac00\uc0c1 \uc5d0\uc774\uc804\ud2b8\uc778 HansenCIS\ub97c \ucd9c\uc2dc\ud588\uc2b5\ub2c8\ub2e4. Hansen\uc758 \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c(CIS)\uacfc \ud1b5\ud569\ub41c \uc774 AI \uc194\ub8e8\uc158\uc740 \ub300\ud654\ud615 \ubc0f \uc0dd\uc131\ud615 AI\ub97c \ud65c\uc6a9\ud558\uc5ec \uccad\uad6c, \uacc4\uc815 \uad00\ub9ac \ubc0f \uc11c\ube44\uc2a4 \uc774\uc804\uacfc \uac19\uc740 \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub3d9\uc2dc\uc5d0 \uc6b4\uc601 \ube44\uc6a9\uc744 \uc808\uac10\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
      \n
    • 2025\ub144 1\uc6d4, Gentrack\uc740 PacificLight\uc640\uc758 \ud30c\ud2b8\ub108\uc2ed\uc744 2029\ub144\uae4c\uc9c0 \uc5f0\uc7a5\ud574 \uc2f1\uac00\ud3ec\ub974\uc5d0\uc11c PacificLight\uc758 \uc5d0\ub108\uc9c0 \uc18c\ub9e4 \uc6b4\uc601\uc744 \uc9c0\uc6d0\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c(CIS)\uc744 \uacc4\uc18d \uc81c\uacf5\ud558\uae30\ub85c \ud588\uc2b5\ub2c8\ub2e4. 2017\ub144\uc5d0 \uc124\ub9bd\ub41c \uc774 \uc7a5\uae30 \ud30c\ud2b8\ub108\uc2ed\uc740 \ub514\uc9c0\ud138 \uc804\ud658\uacfc \uc6b4\uc601 \ud6a8\uc728\uc131\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
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      • 2025\ub144 1\uc6d4, Solteq\ub294 Leppakoski Group Oy\uc640 Vatajankoski\ub85c\ubd80\ud130 S2B Energia Oy\ub97c \uc778\uc218\ud558\uace0 \uc774\ub97c \uc720\ud2f8\ub9ac\ud2f0 \uc0ac\uc5c5 \ubd80\ubb38\uc5d0 \uc644\uc804\ud788 \ud1b5\ud569\ud588\uc2b5\ub2c8\ub2e4. \uc774 \uc778\uc218\ub294 Salesforce \uae30\ubc18 \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \ub4f1\uc744 \ud3ec\ud568\ud55c \ub514\uc9c0\ud138 \uc11c\ube44\uc2a4 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \ud655\uc7a5\ud568\uc73c\ub85c\uc368 Solteq\uc758 \uc5d0\ub108\uc9c0 \ubc0f \ubb3c \ubd84\uc57c\uc5d0\uc11c\uc758 \uc785\uc9c0\ub97c \uac15\ud654\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
          \n
        • 2024\ub144 12\uc6d4, \uc624\ub77c\ud074\uc740 \uace0\uac1d \ub300\uc2dc\ubcf4\ub4dc\uc5d0 \uc2a4\ucf54\uc5b4\uce74\ub4dc\ub97c \ucd94\uac00\ud558\uc5ec \uace0\uac1d \ubd84\uc11d \ub370\uc774\ud130\uc758 \uac1c\uc120\uc744 \ud1b5\ud574 \ud5a5\uc0c1\ub41c \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud558\ub294 \uc624\ub77c\ud074 \uc720\ud2f8\ub9ac\ud2f0 \uc5d0\uc774\uc804\ud2b8 \uc11c\ube44\uc2a4\ub97c \uc5c5\uadf8\ub808\uc774\ub4dc\ud588\uc2b5\ub2c8\ub2e4. \uc774\ubc88 \uc5c5\ub370\uc774\ud2b8\uc5d0\ub294 \ub2e4\uc591\ud55c UI \ubc0f \ud504\ub85c\uc138\uc2a4 \uae30\ubc18 \uac1c\uc120 \uc0ac\ud56d\uacfc \uc624\ub77c\ud074\uc774 \uc81c\uacf5\ud558\ub294 \ubcf4\uace0\uc11c \uc218\uc815 \uc0ac\ud56d\ub3c4 \ud3ec\ud568\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n

          \uc8fc\uc694 \uc2dc\uc7a5 \ud50c\ub808\uc774\uc5b4<\/h3>\n

          \uc0c1\uc704 \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c(CIS) \uc2dc\uc7a5 \uae30\uc5c5 \ubaa9\ub85d<\/strong><\/b><\/p>\n

          \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c(CIS) \uc2dc\uc7a5\uc740 \uc9c0\uc5ed\uc801 \uc874\uc7ac\uac10\uc774 \ub113\uc740 \uba87\uba87 \uc8fc\uc694 \uae30\uc5c5\uc774 \uc8fc\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c(CIS) \uc2dc\uc7a5\uc758 \uc8fc\uc694 \ud50c\ub808\uc774\uc5b4\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n

          SAP (Germany)
          \nOracle (US)
          \nMinsait (Spain)
          \nHansen Technologies (Australia)
          \nKraken Technologies (UK)
          \nEngineering Group (Italy)
          \nGentrack New Zealand)
          \nItineris (Belgium)
          \nCSG International (US)
          \nAdvanced Utility Systems (Canada)
          \nVertexOne (US)
          \neFluid (France)
          \nOpen Intelligence (US)
          \nCayenta (Canada)
          \nFerranti Computer Systems (Belgium)
          \nTally Group (Australia)
          \nKaluza (UK)
          \nAvertra (US)
          \nCogsdale (Canada)<\/p>\n

          \"\"<\/p>\n

           <\/p>\n

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

          \ub3c5\uc810\uc801\uc740 MarketsandMarkets\uc5d0\ub9cc \uace0\uc720\ud55c \ucf58\ud150\uce20\/\ub370\uc774\ud130\ub97c \uc758\ubbf8\ud558\uba70, \uacbd\uc7c1\uc0ac\uc5d0\uc11c\ub294 \uc81c\uacf5\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/strong><\/b><\/p>\n

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

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

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

          38<\/b><\/p>\n

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

          44<\/b><\/p>\n

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

          57<\/b><\/p>\n

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

          64<\/b><\/p>\n

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

          68<\/b><\/p>\n

            \n
          • 5.1 \uc18c\uac1c<\/b><\/li>\n
          • 5.2 \uc2dc\uc7a5 \ub3d9\uc778- \uaddc\uc81c \uc900\uc218 \ubc0f \uc815\ubd80 \uc9c0\uce68- \uc2a4\ub9c8\ud2b8 \uadf8\ub9ac\ub4dc \ubc0f \uace0\uae09 \uacc4\ub7c9 \uc778\ud504\ub77c\ub85c\uc758 \uc804\ud658- \uc720\ud2f8\ub9ac\ud2f0 \uc0b0\uc5c5\uc758 \ub514\uc9c0\ud138 \uc804\ud658- \uc720\ud2f8\ub9ac\ud2f0 \uace0\uac1d\uc758 \uae30\ub300\uce58 \uc0c1\uc2b9 \uc81c\uc57d \uc694\uc778- \ub192\uc740 \uad6c\ud604 \ubc0f \uc5c5\uadf8\ub808\uc774\ub4dc \ube44\uc6a9- \ud45c\uc900 \uc81c\ud488 CIS\uc758 \uc81c\ud55c\ub41c \ub9de\ucda4\ud615 \uae30\ub2a5 \uae30\ud68c- AI \ubc0f \ub370\uc774\ud130 \ubd84\uc11d\uacfc\uc758 \ud1b5\ud569- \ub9de\ucda4\ud615 \uc694\uae08 \uad6c\uc870\uc5d0 \ub300\ud55c \uc218\uc694- \uc720\ud2f8\ub9ac\ud2f0 \uc804\uc790 \uc2dc\uc7a5 \ubc0f \ubd80\uac00\uac00\uce58 \uc11c\ube44\uc2a4 \uacfc\uc81c- \uae30\uc874 \uc2dc\uc2a4\ud15c\uacfc \ud604\ub300 \uc2dc\uc2a4\ud15c \uac04\uc758 \uc0c1\ud638 \uc6b4\uc6a9\uc131- \uc0ac\uc774\ubc84 \ubcf4\uc548 \ubc0f \uc900\uc218 \uc555\ub825<\/b><\/li>\n
          • 5.3 \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \uc2dc\uc7a5 \uc9c4\ud654<\/b><\/li>\n
          • 5.4 \uacf5\uae09\ub9dd \ubd84\uc11d<\/b><\/li>\n
          • 5.5 \uc0dd\ud0dc\uacc4 \ubd84\uc11d \uace0\uac1d \ub370\uc774\ud130 \uad00\ub9ac \ud50c\ub7ab\ud3fc \uc81c\uacf5\uc5c5\uccb4 \uccad\uad6c \ubc0f \uc218\uc775 \uad00\ub9ac \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc81c\uacf5\uc5c5\uccb4 \uace0\uac1d \ubd84\uc11d \ud50c\ub7ab\ud3fc \uc81c\uacf5\uc5c5\uccb4 \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uc790\ub3d9\ud654 \ub3c4\uad6c \uc81c\uacf5\uc5c5\uccb4 \uacc4\ub7c9 \ub370\uc774\ud130 \uad00\ub9ac \uc2dc\uc2a4\ud15c \uc81c\uacf5\uc5c5\uccb4 \uace0\uac1d \uc140\ud504 \uc11c\ube44\uc2a4 \ud3ec\ud138 \uc81c\uacf5\uc5c5\uccb4 CRM \ud1b5\ud569 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc81c\uacf5\uc5c5\uccb4 \uae30\ud0c0 CIS \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc81c\uacf5\uc5c5\uccb4<\/b><\/li>\n
          • 5.6 \ud22c\uc790 \ubc0f \uc790\uae08 \uc870\ub2ec \ud604\ud669<\/b><\/li>\n
          • 5.7 \uc0dd\uc131\ud615 AI\uac00 \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \uc2dc\uc7a5\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5 \uc2a4\ub9c8\ud2b8 \uccad\uad6c \ubc0f \uacb0\uc81c \uad00\ub9ac \uc0ac\uc804 \uc608\ubc29\uc801 \uc815\uc804 \ubc0f \uc720\uc9c0\ubcf4\uc218 \uc54c\ub9bc \uac1c\uc778\ud654\ub41c \uc5d0\ub108\uc9c0 \uc18c\ube44 \ud1b5\ucc30\ub825 \uac00\uc0c1 \uace0\uac1d \uc9c0\uc6d0 \uc0ac\uae30 \ubc0f \uc774\uc0c1 \ud0d0\uc9c0 \ub3d9\uc801 \uc218\uc694 \ub300\uc751 \ud504\ub85c\uadf8\ub7a8<\/b><\/li>\n
          • 5.8 \uc0ac\ub840 \uc5f0\uad6c \ubd84\uc11d \uc0ac\ub840 \uc5f0\uad6c 1: \uc178\ube44 \uc2dc\ud2f0\uc640 \ub178\uc2a4\uc2a4\ud0c0 \uc720\ud2f8\ub9ac\ud2f0 \uc194\ub8e8\uc158\uc988, \ub514\uc9c0\ud138 \ud601\uc2e0\uc73c\ub85c \uc720\ud2f8\ub9ac\ud2f0 \uad00\ub9ac \ubcc0\ud601 \uc0ac\ub840 \uc5f0\uad6c 2: \uc5d0\ud53c\uac00\uc2a4, \uc624\ud508 \uc778\ud154\ub9ac\uc804\uc2a4\uc758 \uc2a4\ub9c8\ud2b8\ud50c\ub809\uc2a4\ub85c \uace0\uac1d \uc11c\ube44\uc2a4 \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc6b4\uc601 \ubcc0\ud601 \uc0ac\ub840 \uc5f0\uad6c 3: \uc258 \uc5d0\ub108\uc9c0, \ub9e5\uc2a4\ube4c\uc744 \ud1b5\ud574 \uc2a4\ub9c8\ud2b8 \uc694\uae08 \uccad\uad6c \ubc0f \uace0\uac1d \uc911\uc2ec \uc194\ub8e8\uc158 \uac15\ud654 \uc0ac\ub840 \uc5f0\uad6c 4: \ud37c\uc2a4\ud2b8 \ube44\uc988\ub2c8\uc2a4 \uc6cc\ud130, \uc2a4\uce74\uc774\ube4c\uc758 \uc790\ub3d9\ud654 \ubc0f \ud1b5\ud569 \uc194\ub8e8\uc158\uc744 \ud1b5\ud574 \uc694\uae08 \uccad\uad6c \ud6a8\uc728\uc131 \ud601\uc2e0 \uc0ac\ub840 \uc5f0\uad6c 5: NDMC\uc640 \ud50c\ub8e8\uc5b8\ud2b8\uadf8\ub9ac\ub4dc, \uc778\ub3c4 \ucd5c\ucd08 100% \uc2a4\ub9c8\ud2b8 \uacc4\ub7c9\uae30 \ub3c4\uc785\uc73c\ub85c \ud6a8\uc728\uc801\uc778 \uc804\ub825 \uad00\ub9ac \uc2e4\ud604 \uc0ac\ub840 \uc5f0\uad6c 6: KPLC, \ubbf8\ub098\uc0ac\uc774\ud2b8\uc758 \uc628\uc0ac\uc774\ud2b8 \uc720\ud2f8\ub9ac\ud2f0 \uc194\ub8e8\uc158\uc73c\ub85c \uace0\uac1d \uacbd\ud5d8 \ubc0f \uc6b4\uc601 \ud6a8\uc728\uc131 \ud601\uc2e0<\/b><\/li>\n
          • 5.9 \uae30\uc220 \ubd84\uc11d \ud575\uc2ec \uae30\uc220- \uace0\uac1d \uad00\uacc4 \uad00\ub9ac- \uae30\uc5c5 \uc790\uc6d0 \uacc4\ud68d- \uc778\ub825 \uad00\ub9ac- \uc9c0\ub9ac \uc815\ubcf4 \uc2dc\uc2a4\ud15c- \uace0\uae09 \uacc4\ub7c9 \uc778\ud504\ub77c \ubcf4\uc644 \uae30\uc220- \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4- \ucc57\ubd07 \ubc0f \uac00\uc0c1 \ube44\uc11c- \ube14\ub85d\uccb4\uc778- \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305- \uc218\uc694 \uc751\ub2f5 \uad00\ub9ac \uc2dc\uc2a4\ud15c \uc778\uc811 \uae30\uc220- IoT- \uc5e3\uc9c0 \ucef4\ud4e8\ud305- \uc790\uc0b0 \uc131\ub2a5 \uad00\ub9ac- \uc2a4\ub9c8\ud2b8 \ud648 \ubc0f \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0 \uae30\uc220<\/b><\/li>\n
          • 5.10 \uaddc\uc81c \ud658\uacbd \uaddc\uc81c \uae30\uad00, \uc815\ubd80 \uae30\uad00 \ubc0f \uae30\ud0c0 \uc870\uc9c1 \uc8fc\uc694 \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
          • 5.11 \ud2b9\ud5c8 \ubd84\uc11d \ubc29\ubc95\ub860 \ucd9c\uc6d0\ub41c \ud2b9\ud5c8, \ubb38\uc11c \uc720\ud615\ubcc4 \ud601\uc2e0 \ubc0f \ud2b9\ud5c8 \ucd9c\uc6d0<\/b><\/li>\n
          • 5.12 \uac00\uaca9 \ubd84\uc11d \uc8fc\uc694 \uc5c5\uccb4\ubcc4 \uc81c\ud488 \ud3c9\uade0 \ud310\ub9e4 \uac00\uaca9, 2024 \uc8fc\uc694 \uc5c5\uccb4\ubcc4 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8 \ud3c9\uade0 \ud310\ub9e4 \uac00\uaca9, 2024<\/b><\/li>\n
          • 5.13 \uc8fc\uc694 \ucee8\ud37c\ub7f0\uc2a4 \ubc0f \ud589\uc0ac, 2025\u20132026<\/b><\/li>\n
          • 5.14 \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<\/b><\/li>\n
          • 5.15 \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
          • 5.16 \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

            \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \uc2dc\uc7a5, \uc81c\uacf5 \uc720\ud615\ubcc4<\/b><\/p>\n

            115<\/b><\/p>\n

              \n
            • 6.1 \uc18c\uac1c \uc81c\uacf5: \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n
            • 6.2 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uace0\uac1d \ub370\uc774\ud130 \uad00\ub9ac \ud50c\ub7ab\ud3fc – AI \uae30\ubc18 \uace0\uac1d \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc\uc73c\ub85c \uc720\ud2f8\ub9ac\ud2f0 \ub370\uc774\ud130 \uad00\ub9ac\uc758 \ubcc0\ud654 \uccad\uad6c \ubc0f \uc218\uc775 \uad00\ub9ac \uc18c\ud504\ud2b8\uc6e8\uc5b4 – \uc790\ub3d9 \uccad\uad6c \ubc0f \uc218\uc775 \uad00\ub9ac \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub85c \uc7ac\ubb34 \ud6a8\uc728\uc131\uc758 \ud601\uba85 \uace0\uac1d \ubd84\uc11d \ud50c\ub7ab\ud3fc – AI \uae30\ubc18 \ubd84\uc11d\uc744 \ud65c\uc6a9\ud558\uc5ec \uace0\uac1d \ud1b5\ucc30\ub825\uc744 \ud655\ubcf4\ud558\uace0 \ube44\uc988\ub2c8\uc2a4 \uc131\uc7a5\uc744 \ucd09\uc9c4 \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uc790\ub3d9\ud654 \ub3c4\uad6c- AI \uae30\ubc18 \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uc790\ub3d9\ud654\ub85c \uc720\ud2f8\ub9ac\ud2f0 \ube44\uc988\ub2c8\uc2a4 \uc6b4\uc601 \ucd5c\uc801\ud654 \uacc4\ub7c9\uae30 \ub370\uc774\ud130 \uad00\ub9ac \uc2dc\uc2a4\ud15c- \uc2a4\ub9c8\ud2b8 \uacc4\ub7c9\uae30 \ub370\uc774\ud130 \uad00\ub9ac \ubc0f \ubd84\uc11d\uc744 \ud1b5\ud55c \uc720\ud2f8\ub9ac\ud2f0 \ud6a8\uc728\uc131 \ucd5c\uc801\ud654 \uace0\uac1d \uc140\ud504 \uc11c\ube44\uc2a4 \ud3ec\ud138- AI \uae30\ubc18 \uc140\ud504 \uc11c\ube44\uc2a4 \ud50c\ub7ab\ud3fc\uc73c\ub85c \uace0\uac1d \ucc38\uc5ec \ud601\uc2e0 \ubc0f \uc2e4\uc2dc\uac04 \uc811\uadfc \ubc0f \uc9c0\uc6d0 CRM \ud1b5\ud569 \uc18c\ud504\ud2b8\uc6e8\uc5b4- CIS-CRM \ud1b5\ud569\uc744 \ud1b5\ud55c \uc720\ud2f8\ub9ac\ud2f0 \uace0\uac1d \ucc38\uc5ec \uac15\ud654 \uae30\ud0c0 \uc18c\ud504\ud2b8\uc6e8\uc5b4<\/b><\/li>\n
            • 6.3 \uc11c\ube44\uc2a4 \uad6c\ud604 \ubc0f \ud1b5\ud569 \uc11c\ube44\uc2a4- \uc720\ud2f8\ub9ac\ud2f0\ub97c \uc704\ud55c CIS \ubc30\ud3ec \ubc0f \uc2dc\uc2a4\ud15c \uc0c1\ud638 \uc6b4\uc6a9\uc131 \ud655\ubcf4 \ucee8\uc124\ud305 \uc11c\ube44\uc2a4- \uc720\ud2f8\ub9ac\ud2f0\uac00 \uaddc\uc815 \uc900\uc218 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uace0 CIS \uae30\ub2a5\uc744 \uc0b0\uc5c5 \uaddc\uc815 \ubc0f \ubcf4\uc548 \ud45c\uc900\uacfc \uc77c\uce58\uc2dc\ud0a4\ub3c4\ub85d \uc9c0\uc6d0 \uc720\uc9c0\ubcf4\uc218 \ubc0f \uc9c0\uc6d0 \uc11c\ube44\uc2a4- \uc0ac\uc804 \uc720\uc9c0\ubcf4\uc218 \ubc0f \uc9c0\uc6d0\uc744 \ud1b5\ud574 CIS\uc758 \uc2e0\ub8b0\uc131\uacfc \ubcf4\uc548\uc131 \uadf9\ub300\ud654 \uad00\ub9ac \uc11c\ube44\uc2a4- \ud6a8\uc728\uc131 \ud5a5\uc0c1 \ubc0f \uaddc\uc815 \uc900\uc218 \ud655\ubcf4\ub97c \ud1b5\ud574 \ud601\uc2e0\uacfc \uc7a5\uae30\uc801 \uc131\uc7a5\uc5d0 \uc9d1\uc911<\/b><\/li>\n<\/ul>\n

              \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \uc2dc\uc7a5, \ubc30\ud3ec \ubc29\uc2dd\ubcc4<\/b><\/p>\n

              138<\/b><\/p>\n

                \n
              • 7.1 \uc18c\uac1c \ubc30\ud3ec \ubc29\uc2dd: \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n
              • 7.2 \uc628\ud504\ub808\ubbf8\uc2a4 \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\uc5d0\uc11c\uc758 \uc628\ud504\ub808\ubbf8\uc2a4 CIS \ubc30\ud3ec\ub97c \ud1b5\ud55c \ub370\uc774\ud130 \ubcf4\uc548 \ubc0f \uaddc\uc815 \uc900\uc218 \ubcf4\uc7a5<\/b><\/li>\n
              • 7.3 \ud074\ub77c\uc6b0\ub4dc \ud37c\ube14\ub9ad \ud074\ub77c\uc6b0\ub4dc – \ud655\uc7a5 \uac00\ub2a5\ud558\uace0 \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ud37c\ube14\ub9ad \ud074\ub77c\uc6b0\ub4dc CIS \ubc30\ud3ec\ub97c \ud1b5\ud55c \uc720\ud2f8\ub9ac\ud2f0 \uc6b4\uc601 \uac15\ud654 \ud504\ub77c\uc774\ube57 \ud074\ub77c\uc6b0\ub4dc – \uc720\ud2f8\ub9ac\ud2f0\uc5d0\uc11c \ud504\ub77c\uc774\ube57 \ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec\ub97c \ud1b5\ud55c \uc548\uc804\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c CIS \uc6b4\uc601 \ubcf4\uc7a5 \ud558\uc774\ube0c\ub9ac\ub4dc \ud074\ub77c\uc6b0\ub4dc – \uc720\uc5f0\ud558\uace0 \uc548\uc804\ud558\uba70 \ud655\uc7a5 \uac00\ub2a5\ud55c \ud558\uc774\ube0c\ub9ac\ub4dc \ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec\ub97c \ud1b5\ud55c \uc720\ud2f8\ub9ac\ud2f0 CIS \ucd5c\uc801\ud654<\/b><\/li>\n<\/ul>\n

                \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \uc2dc\uc7a5, \uc751\uc6a9 \ubd84\uc57c\ubcc4<\/b><\/p>\n

                149<\/b><\/p>\n

                  \n
                • 8.1 \uc18c\uac1c: \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n
                • 8.2 \uace0\uac1d \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \uac80\uc0c9: \uc548\uc804\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud558\uba70 AI \uae30\ubc18 \uace0\uac1d \ub370\uc774\ud130 \uad00\ub9ac\ub85c \uc720\ud2f8\ub9ac\ud2f0 \uc6b4\uc601 \uac15\ud654<\/b><\/li>\n
                • 8.3 \uccad\uad6c \ubc0f \uacb0\uc81c \uc790\ub3d9\ud654 \uc9c0\ub2a5\ud615 \ubc0f \uc790\ub3d9\ud654\ub41c \uccad\uad6c \uc194\ub8e8\uc158\uc73c\ub85c \uc218\uc775 \uc218\uc9d1 \ucd5c\uc801\ud654<\/b><\/li>\n
                • 8.4 \uacc4\ub7c9 \ub370\uc774\ud130 \ud1b5\ud569 \uc2a4\ub9c8\ud2b8 \uacc4\ub7c9\uae30 \ud1b5\ud569\uc744 \ud1b5\ud574 \uc2e4\uc2dc\uac04 \uc18c\ube44 \ucd94\uc801, \uadf8\ub9ac\ub4dc \ucd5c\uc801\ud654 \ubc0f \uc815\ud655\ud55c \uccad\uad6c \uc9c0\uc6d0<\/b><\/li>\n
                • 8.5 \uc11c\ube44\uc2a4 \uc8fc\ubb38 \uad00\ub9ac \uc790\ub3d9\ud654\ub41c \uc11c\ube44\uc2a4 \uc8fc\ubb38 \uad00\ub9ac\ub97c \ud1b5\ud574 \uc720\ud2f8\ub9ac\ud2f0 \ud6a8\uc728\uc131 \ubc0f \uace0\uac1d \ub9cc\uc871\ub3c4 \ud5a5\uc0c1<\/b><\/li>\n
                • 8.6 \uc0ac\uc6a9\ub7c9 \ubd84\uc11d \ubc0f \ubcf4\uace0 \ub370\uc774\ud130 \uae30\ubc18 \uc758\uc0ac\uacb0\uc815 \ubc0f \uace0\uac1d \ucc38\uc5ec \uac1c\uc120\uc744 \ud1b5\ud574 \uc720\ud2f8\ub9ac\ud2f0 \ud601\uc2e0<\/b><\/li>\n
                • 8.7 \uc218\uc694 \ub300\uc751 \ubd84\uc11d AI \uae30\ubc18 \uc218\uc694 \ub300\uc751 \ubd84\uc11d\uc744 \ud1b5\ud55c \uadf8\ub9ac\ub4dc \uc548\uc815\uc131 \ubc0f \uc5d0\ub108\uc9c0 \ud6a8\uc728 \ucd5c\uc801\ud654<\/b><\/li>\n
                • 8.8 \ucee4\ubba4\ub2c8\ucf00\uc774\uc158 \ub3c4\uad6c CIS \uae30\ubc18 \ucee4\ubba4\ub2c8\ucf00\uc774\uc158 \ub3c4\uad6c\ub97c \ud1b5\ud55c \ud6a8\uc728\uc801\uc774\uace0 \uace0\uac1d \uc911\uc2ec\uc758 \uc0c1\ud638 \uc791\uc6a9 \uc81c\uacf5<\/b><\/li>\n
                • 8.9 \uae30\ud0c0 \uc751\uc6a9 \ubd84\uc57c<\/b><\/li>\n<\/ul>\n

                  \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \uc2dc\uc7a5, \ucd5c\uc885 \uc0ac\uc6a9\uc790\ubcc4<\/b><\/p>\n

                  161<\/b><\/p>\n

                    \n
                  • 9.1 \uc18c\uac1c \ucd5c\uc885 \uc0ac\uc6a9\uc790: \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n
                  • 9.2 \uc804\uae30 \ubc0f \uc804\ub825 \ubc30\uae09 \uc720\ud2f8\ub9ac\ud2f0 \uc804\uae30 \ubc30\uae09 \uc720\ud2f8\ub9ac\ud2f0 – \uc608\uce21 \uc720\uc9c0\ubcf4\uc218\ub97c \ud1b5\ud574 \uc7a5\ube44 \uace0\uc7a5\uc744anticipate\ud558\uace0 \uc911\ub2e8\uc744 \ucd5c\uc18c\ud654\ud558\uc5ec \uc720\ud2f8\ub9ac\ud2f0\ub97c \uac15\ud654\ud569\ub2c8\ub2e4 \uc18c\ub9e4 \uc804\uae30 \uacf5\uae09\uc5c5\uccb4 – \ub2e4\uc591\ud55c \uace0\uac1d \uc694\uad6c\uc0ac\ud56d\uc5d0 \ub9de\ub294 \ub9de\ucda4\ud615 \uc5d0\ub108\uc9c0 \uacc4\ud68d\uc744 \uad6c\ud604\ud560 \uc218 \uc788\ub3c4\ub85d \uc18c\ub9e4 \uc804\uae30 \uacf5\uae09\uc5c5\uccb4\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/b><\/li>\n
                  • 9.3 \ubb3c \ubc0f \ud3d0\uc218 \uad00\ub9ac \uc720\ud2f8\ub9ac\ud2f0 \uc2dd\uc218 \uacf5\uae09 \uc720\ud2f8\ub9ac\ud2f0 – \uc2e4\uc2dc\uac04 \ubb3c \uc18c\ube44\ub7c9 \ucd94\uc801\uc744 \ud1b5\ud574 \uc720\ud2f8\ub9ac\ud2f0\uac00 \ub204\uc218\ub97c \ud0d0\uc9c0\ud558\uace0 \ube44\uc218\uc775 \ubb3c \uc190\uc2e4\uc744 \uc904\uc77c \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0 \ud3d0\uc218 \ucc98\ub9ac \uc720\ud2f8\ub9ac\ud2f0 – \ud3d0\uc218 \ubc30\ucd9c \uc218\uc900\uc5d0 \ub300\ud55c \uc790\ub3d9 \ubcf4\uace0\ub97c \uc6a9\uc774\ud558\uac8c \ud558\uc5ec \uc624\uc5fc \ud1b5\uc81c \uaddc\uc815\uc744 \uc900\uc218\ud558\ub3c4\ub85d \ubcf4\uc7a5<\/b><\/li>\n
                  • 9.4 \uac00\uc2a4 \uc720\ud2f8\ub9ac\ud2f0 \uc2a4\ub9c8\ud2b8 \uac00\uc2a4 \uacc4\ub7c9\uae30 \ucc44\ud0dd \uc99d\uac00, \uc2e4\uc2dc\uac04 \uc18c\ube44 \ucd94\uc801, \ud0c8\ud0c4\uc18c\ud654 \uc815\ucc45\uc774 CIS \uc218\uc694\ub97c \ucd09\uc9c4\ud569\ub2c8\ub2e4<\/b><\/li>\n
                  • 9.5 \uc7ac\uc0dd \uc5d0\ub108\uc9c0 \uc720\ud2f8\ub9ac\ud2f0 \ud0dc\uc591\uad11 \uc5d0\ub108\uc9c0 \uc720\ud2f8\ub9ac\ud2f0 – \ud0dc\uc591\uad11 \uc720\ud2f8\ub9ac\ud2f0\uac00 \uacf5\uae09\uacfc \uc218\uc694\ub97c \uade0\ud615 \uc788\uac8c \uad00\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0 \ud48d\ub825 \uc5d0\ub108\uc9c0 \uc720\ud2f8\ub9ac\ud2f0 – \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uace0 \ud604\ub300 \uc804\uae30 \uadf8\ub9ac\ub4dc\uc5d0 \ud48d\ub825 \uc5d0\ub108\uc9c0\ub97c \ub300\uaddc\ubaa8\ub85c \ud1b5\ud569\ud558\ub294 \uac83\uc744 \uc9c0\uc6d0 \uc218\ub825 \ubc1c\uc804 \uc720\ud2f8\ub9ac\ud2f0- \ud38c\ud504\uc2dd \uc218\ub825 \ubc1c\uc804 \ud1b5\ud569, \uc804\ub825\ub9dd \uade0\ud615 \uc870\uc815 \ub2a5\ub825, \ub3c4\ub9e4 \uc804\ub825 \uac70\ub798 \uc720\uc5f0\uc131 \uac15\ud654\uac00 CIS \ucc44\ud0dd\uc744 \ucd09\uc9c4\ud569\ub2c8\ub2e4 \ubc14\uc774\uc624\ub9e4\uc2a4 \uc5d0\ub108\uc9c0 \uc720\ud2f8\ub9ac\ud2f0 – \ubc14\uc774\uc624\ub9e4\uc2a4 \uc5f0\ub8cc \uc870\ub2ec\uc758 \ubcf5\uc7a1\uc131 \uc99d\uac00, \ubcc0\ub3d9\uc131 \uc788\ub294 \ubc1c\uc804 \ube44\uc6a9, \ub2e4\ub2e8\uacc4 \uc694\uae08 \uad6c\uc870\uac00 CIS \uc194\ub8e8\uc158 \uc218\uc694\ub97c \ucd09\uc9c4\ud569\ub2c8\ub2e4 \uae30\ud0c0 \uc7ac\uc0dd \uc5d0\ub108\uc9c0 \uc720\ud2f8\ub9ac\ud2f0<\/b><\/li>\n<\/ul>\n

                    \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \uc2dc\uc7a5, \uc9c0\uc5ed\ubcc4<\/b><\/p>\n

                    184<\/b><\/p>\n

                      \n
                    • 10.1 \uc18c\uac1c<\/b><\/li>\n
                    • 10.2 \ubd81\uc544\uba54\ub9ac\uce74: \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \uc2dc\uc7a5 \ub3d9\uc778 \ubd81\uc544\uba54\ub9ac\uce74: \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \ubbf8\uad6d- \ub514\uc9c0\ud138 \uc804\ud658, \uaddc\uc81c \uc900\uc218, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc811\uadfc \uc218\uc694\uac00 \uc2dc\uc7a5\uc744 \uc8fc\ub3c4 \uce90\ub098\ub2e4- \ud074\ub77c\uc6b0\ub4dc \ucc44\ud0dd \uc99d\uac00, AI \ud1b5\ud569, \uaddc\uc81c \uc900\uc218\uac00 \uc2dc\uc7a5\uc744 \uc8fc\ub3c4<\/b><\/li>\n
                    • 10.3 \uc720\ub7fd \uc720\ub7fd: \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \uc2dc\uc7a5 \ub3d9\uc778 \uc720\ub7fd: \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \uc601\uad6d – \uaddc\uc81c \ubcc0\ud654, \ub514\uc9c0\ud138\ud654, \uac15\ud654\ub41c \uace0\uac1d \ucc38\uc5ec \ud544\uc694\uc131\uc774 \uc2dc\uc7a5 \uc131\uc7a5 \ucd09\uc9c4 \ub3c5\uc77c- \uc6b4\uc601 \ud6a8\uc728\uc131 \ubc0f \uace0\uac1d \uc11c\ube44\uc2a4 \uac1c\uc120\uc744 \uc704\ud55c \ub808\uac70\uc2dc \uc2dc\uc2a4\ud15c\uc758 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 CIS \ud50c\ub7ab\ud3fc\uc73c\ub85c\uc758 \uad50\uccb4 \uc2dc\uc7a5 \uc131\uc7a5 \uc694\uc778 \ud504\ub791\uc2a4 – \uaddc\uc81c \ubcc0\ud654 \ubc0f \uc5c4\uaca9\ud55c \uc18c\ube44\uc790 \ubcf4\ud638\ubc95\uc73c\ub85c \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\ub4e4\uc774 \ubcf4\ub2e4 \ubbfc\ucca9\ud55c CIS \ud50c\ub7ab\ud3fc\uc5d0 \ud22c\uc790\ud560 \uc218\ubc16\uc5d0 \uc5c6\ub294 \uc0c1\ud669 \uc774\ud0c8\ub9ac\uc544 – \uaddc\uc81c \uc555\ub825, \ub514\uc9c0\ud138\ud654, \ubd84\uc0b0\ud615 \uc5d0\ub108\uc9c0 \uad00\ub9ac\uc5d0 \ub300\ud55c \uad00\uc2ec \uc99d\uac00 \uc2dc\uc7a5 \uc131\uc7a5 \uc694\uc778 \uc2a4\ud398\uc778 – \uc0c1\ud638 \uc6b4\uc6a9\uc131, \uc0ac\uc774\ubc84 \ubcf4\uc548, AI \uae30\ubc18 \uc790\ub3d9\ud654\uc5d0 \ub300\ud55c \uad00\uc2ec \uc99d\uac00 \uc2dc\uc7a5 \uc131\uc7a5 \uc694\uc778 \uae30\ud0c0 \uc720\ub7fd<\/b><\/li>\n
                    • 10.4 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591\uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591: \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \uc2dc\uc7a5 \ub3d9\uc778 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591: \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \uc911\uad6d- \uccad\uad6c \ud504\ub85c\uc138\uc2a4 \uac04\uc18c\ud654 \ubc0f \uace0\uac1d \uc0c1\ud638\uc791\uc6a9 \uad00\ub9ac \ud544\uc694\uc131\uc774 \uc2dc\uc7a5 \uc131\uc7a5 \ucd09\uc9c4 \uc778\ub3c4- \uae30\uc220 \ud601\uc2e0, \uc804\ub7b5\uc801 \uc815\ubd80 \uc815\ucc45, \ub514\uc9c0\ud138 \uacbd\uc81c \uc131\uc7a5\uc73c\ub85c \uc2dc\uc7a5 \uc131\uc7a5 \ucd09\uc9c4 \uc77c\ubcf8- \uc804\ub825 \ubd84\ubc30 \ucd5c\uc801\ud654 \ubc0f \ub0ad\ube44 \uac10\uc18c \ud544\uc694\uc131\uc774 \uc2dc\uc7a5 \uc131\uc7a5 \ucd09\uc9c4 \ud55c\uad6d- \ud658\uacbd \uae30\uc900 \uc900\uc218 \ubc0f \uace0\uac1d \uc2e0\ub8b0 \uac15\ud654 \ud544\uc694\uc131\uc774 \uc2dc\uc7a5 \uc131\uc7a5 \ucd09\uc9c4 \ud638\uc8fc \ubc0f \ub274\uc9c8\ub79c\ub4dc- \uae30\uc220 \ud601\uc2e0\uacfc \uc815\ubd80 \uc815\ucc45\uc73c\ub85c \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc758 \uc11c\ube44\uc2a4 \ud488\uc9c8 \ud5a5\uc0c1\uc73c\ub85c \uc2dc\uc7a5 \uc131\uc7a5 \ud30c\ud0a4\uc2a4\ud0c4- \uae30\uc220 \ud601\uc2e0\uacfc \uc815\ubd80 \uc815\ucc45\uc73c\ub85c \uc2dc\uc7a5 \uc131\uc7a5 \uc544\uc138\uc548- \ud544\ub9ac\ud540- \ub9d0\ub808\uc774\uc2dc\uc544- \uc2f1\uac00\ud3ec\ub974- \uae30\ud0c0 \uc544\uc138\uc548 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \ub098\uba38\uc9c0 \uc9c0\uc5ed<\/b><\/li>\n
                    • 10.5 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74\uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74: \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \uc2dc\uc7a5 \ub3d9\uc778 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74: \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \uc544\ub78d\uc5d0\ubbf8\ub9ac\ud2b8 – \uc2dc\uc7a5 \uc131\uc7a5\uc744 \ucd09\uc9c4\ud558\ub294 \ucca8\ub2e8 \uace0\uac1d \ucc38\uc5ec \ub3c4\uad6c, \ube14\ub85d \uccb4\uc778 \uae30\ubc18 \uc5d0\ub108\uc9c0 \uac70\ub798 \ubc0f AI \uae30\ubc18 \uace0\uac1d \uc11c\ube44\uc2a4 \uc194\ub8e8\uc158\uc5d0 \ub300\ud55c \uc218\uc694 \uc99d\uac00 \uc0ac\uc6b0\ub514\uc544\ub77c\ube44\uc544 – \uc2dc\uc7a5 \uc131\uc7a5\uc744 \ucd09\uc9c4\ud558\ub294 \uace0\uac1d \uc11c\ube44\uc2a4 \ud6a8\uc728\uc131, \uccad\uad6c \uc815\ud655\uc131 \ubc0f \uc5d0\ub108\uc9c0 \uc18c\ube44 \ubd84\uc11d\uc5d0 \ub300\ud55c \uad00\uc2ec \uc99d\uac00 \ub0a8\uc544\ud504\ub9ac\uce74 \uacf5\ud654\uad6d – \uc2dc\uc7a5 \uc131\uc7a5\uc744 \ucd09\uc9c4\ud558\ub294 \ub514\uc9c0\ud138 \uc804\ud658 \ubc0f \uc720\ud2f8\ub9ac\ud2f0 \ub514\uc9c0\ud138\ud654 \uc774\ub2c8\uc154\ud2f0\ube0c \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74\uc758 \ub098\uba38\uc9c0 \uc9c0\uc5ed<\/b><\/li>\n
                    • 10.6 \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74: \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74 \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \uc2dc\uc7a5 \ub3d9\uc778 \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74: \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \ube0c\ub77c\uc9c8 – \uaddc\uc81c \ubcc0\ud654\uc640 \uc778\ud504\ub77c \uc5c5\uadf8\ub808\uc774\ub4dc\uac00 \uc2dc\uc7a5 \uc131\uc7a5 \ucd09\uc9c4 \uba55\uc2dc\ucf54 – \uc2a4\ub9c8\ud2b8 \uacc4\ub7c9\uae30 \ubc0f \uc5f0\uacb0\ub41c \uc790\uc0b0\uc5d0 \ub300\ud55c \uc218\uc694 \uc99d\uac00\ub85c \uace0\uac1d \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc2e4\uc2dc\uac04 \uc5d0\ub108\uc9c0 \uc0ac\uc6a9 \ucd94\uc801 \uac15\ud654\uac00 \uc2dc\uc7a5 \uc131\uc7a5 \ucd09\uc9c4 \uc544\ub974\ud5e8\ud2f0\ub098- \uc2a4\ub9c8\ud2b8 \uadf8\ub9ac\ub4dc \uae30\uc220\uc5d0 \ub300\ud55c \ud22c\uc790 \uc99d\uac00 \ubc0f \uc815\ubd80 \uc9c0\uc6d0 \ub514\uc9c0\ud138 \uc774\ub2c8\uc154\ud2f0\ube0c\uac00 \uc2dc\uc7a5 \uc131\uc7a5 \ucd09\uc9c4 \ud398\ub8e8- \uc9c4\ud654\ud558\ub294 \uaddc\uc81c \ud504\ub808\uc784\uc6cc\ud06c \ubc0f \uc778\ud504\ub77c \ud22c\uc790\ub85c \uace0\uae09 CIS \uc194\ub8e8\uc158 \uc218\uc694 \uc99d\uac00 \ucf5c\ub86c\ube44\uc544- \uc2a4\ub9c8\ud2b8 \uadf8\ub9ac\ub4dc \ud655\uc7a5 \ubc0f \ub514\uc9c0\ud138 \uc720\ud2f8\ub9ac\ud2f0 \uac1c\ud601\uc774 \uc2dc\uc7a5 \uc131\uc7a5 \ucd09\uc9c4 \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74 \ub098\uba38\uc9c0 \uc9c0\uc5ed<\/b><\/li>\n<\/ul>\n

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

                      262<\/b><\/p>\n

                        \n
                      • 11.1 \uac1c\uc694<\/b><\/li>\n
                      • 11.2 \uc8fc\uc694 \uc5c5\uccb4 \uc804\ub7b5\/\uc2b9\ub9ac \uc694\uc778, 2022\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 \uc8fc\uc694 \ud50c\ub808\uc774\uc5b4\uc758 \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c \uc2dc\uc7a5 \uc810\uc720\uc728, 2024\u2013 \uc2dc\uc7a5 \uc21c\uc704 \ubd84\uc11d<\/b><\/li>\n
                      • 11.5 \uc81c\ud488 \ube44\uad50\ubd84\uc11d: \uccad\uad6c \ubc0f \ub9e4\ucd9c \uad00\ub9ac \uc18c\ud504\ud2b8\uc6e8\uc5b4\ubcc4 \uc81c\ud488 \ube44\uad50 \ubd84\uc11d, \uacc4\ub7c9 \ub370\uc774\ud130 \uad00\ub9ac \uc194\ub8e8\uc158\ubcc4 \uc81c\ud488 \ube44\uad50 \ubd84\uc11d<\/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 \uc5c5\uccb4, 2024\uc2a4\ud0c0 \uae30\uc5c5 \uc2e0\ud765 \ub9ac\ub354 \uad11\ubc94\uc704\ud558\uac8c \ud65c\ub3d9\ud558\ub294 \uc5c5\uccb4 \ucc38\uc5ec \uc5c5\uccb4 \uae30\uc5c5 \ubc1c\uc790\uad6d: \uc8fc\uc694 \uc5c5\uccb4, 2024- \uae30\uc5c5 \ubc1c\uc790\uad6d- \uc9c0\uc5ed\ubcc4 \ubc1c\uc790\uad6d- \uc81c\ud488 \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ubc1c\uc790\uad6d- \uc751\uc6a9 \ubd84\uc57c \ubc1c\uc790\uad6d- \ucd5c\uc885 \uc0ac\uc6a9\uc790 \ubc1c\uc790\uad6d<\/b><\/li>\n
                      • 11.8 \uae30\uc5c5 \ud3c9\uac00 \ub9e4\ud2b8\ub9ad\uc2a4: \uc2a4\ud0c0\ud2b8\uc5c5\/\uc911\uc18c\uae30\uc5c5, 2024 – \ud601\uc2e0\uc801 \uae30\uc5c5, \ub300\uc751\ub825 \uc788\ub294 \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 \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 \uc0ac\ud56d \uac70\ub798<\/b><\/li>\n<\/ul>\n

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

                        290<\/b><\/p>\n

                          \n
                        • 12.1 \uc18c\uac1c<\/b><\/li>\n
                        • 12.2 \uc8fc\uc694 \ud50c\ub808\uc774\uc5b4<\/b><\/li>\n
                        • \n
                          \u00a0GENTRACK<\/div>\n
                          – Business overview<\/div>\n
                          – Products\/Solutions\/Services offered<\/div>\n
                          – Recent developments<\/div>\n
                          – MnM view<\/div>\n
                          \u00a0ORACLE<\/div>\n
                          – Business overview<\/div>\n
                          – Products\/Solutions\/Services offered<\/div>\n
                          – Recent developments<\/div>\n
                          – MnM view<\/div>\n
                          \u00a0SAP<\/div>\n
                          – Business overview<\/div>\n
                          – Products\/Solutions\/Services offered<\/div>\n
                          – Recent developments<\/div>\n
                          – MnM view<\/div>\n
                          \u00a0HANSEN TECHNOLOGIES<\/div>\n
                          – Business overview<\/div>\n
                          – Products\/Solutions\/Services offered<\/div>\n
                          – Recent developments<\/div>\n
                          – MnM view<\/div>\n
                          \u00a0I3 VERTICALS<\/div>\n
                          – Business overview<\/div>\n
                          – Products\/Solutions\/Services offered<\/div>\n
                          – Recent developments<\/div>\n
                          – MnM view<\/div>\n
                          \u00a0MINSAIT<\/div>\n
                          – Business overview<\/div>\n
                          – Products\/Solutions\/Services offered<\/div>\n
                          – Recent developments<\/div>\n
                          – MnM view<\/div>\n
                          \u00a0CSG INTERNATIONAL<\/div>\n
                          – Business overview<\/div>\n
                          – Products\/Solutions\/Services offered<\/div>\n
                          \u00a0SOLTEQ<\/div>\n
                          – Business overview<\/div>\n
                          – Products\/Solutions\/Services offered<\/div>\n
                          – Recent developments<\/div>\n
                          \u00a0WIPRO<\/div>\n
                          – Business overview<\/div>\n
                          – Products\/Solutions\/Services offered<\/div>\n
                          \u00a0IBM<\/div>\n
                          – Business overview<\/div>\n
                          – Products\/Solutions\/Services offered<\/div>\n
                          – Recent developments<\/div>\n
                          \u00a0ASSECO UTILITY MANAGEMENT SOLUTIONS<\/div>\n
                          \u00a0EG<\/div>\n
                          \u00a0INHEMETER<\/div>\n
                          \u00a0ENGINEERING GROUP<\/div>\n
                          \u00a0ITINERIS<\/div>\n
                          \u00a0FLUENTGRID<\/div>\n
                          \u00a0MERIDIAN COOPERATIVE<\/div>\n
                          \u00a0KRAKEN TECHNOLOGIES<\/div>\n
                          \u00a0SMART ENERGY WATER<\/div>\n<\/li>\n
                        • \n
                          12.3 STARTUPS\/SMES<\/div>\n
                          \u00a0OPEN INTELLIGENCE<\/div>\n
                          \u00a0CAYENTA<\/div>\n
                          \u00a0ADVANCED UTILITY SYSTEMS<\/div>\n
                          \u00a0FERRANTI COMPUTER SYSTEMS<\/div>\n
                          \u00a0NORTHSTAR UTILITIES SOLUTIONS<\/div>\n
                          \u00a0VERTEXONE<\/div>\n
                          \u00a0TALLY GROUP<\/div>\n
                          \u00a0AVERTRA<\/div>\n
                          \u00a0COGSDALE<\/div>\n
                          \u00a0INHANCE UTILITIES SOLUTIONS<\/div>\n
                          \u00a0EFLUID<\/div>\n
                          \u00a0MILSOFT UTILITY SOLUTIONS<\/div>\n
                          \u00a0BYNRY<\/div>\n
                          \u00a0STARNIK<\/div>\n
                          \u00a0SPRYPOINT<\/div>\n
                          \u00a0CONTINENTAL UTILITY SOLUTIONS, INC.<\/div>\n
                          \u00a0MAXBILL<\/div>\n
                          \u00a0SKYBILL<\/div>\n
                          \u00a0KALUZA<\/div>\n<\/li>\n<\/ul>\n

                          ADJACENT AND RELATED MARKETS<\/b><\/p>\n

                          354<\/b><\/p>\n

                            \n
                          • 13.1 INTRODUCTION<\/b><\/li>\n
                          • 13.2 \uace0\uac1d \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc \uc2dc\uc7a5 \u2013 \uae00\ub85c\ubc8c \uc804\ub9dd 2028 \uc2dc\uc7a5 \uc815\uc758 \uc2dc\uc7a5 \uac1c\uc694- \uace0\uac1d \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc \uc2dc\uc7a5, \uc81c\uacf5 \uc720\ud615\ubcc4- \uace0\uac1d \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc \uc2dc\uc7a5, \ub370\uc774\ud130 \ucc44\ub110\ubcc4- \uace0\uac1d \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc \uc2dc\uc7a5, \uc720\ud615\ubcc4- \uace0\uac1d \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc \uc2dc\uc7a5, \uc751\uc6a9 \ubd84\uc57c\ubcc4- \uace0\uac1d \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc \uc2dc\uc7a5, \uc0b0\uc5c5\ubcc4- \uace0\uac1d \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc \uc2dc\uc7a5, \uc9c0\uc5ed\ubcc4<\/b><\/li>\n
                          • 13.3 \uc2a4\ub9c8\ud2b8 \uadf8\ub9ac\ub4dc \ubd84\uc11d \uc2dc\uc7a5 \u2013 2029\ub144\uae4c\uc9c0\uc758 \uae00\ub85c\ubc8c \uc804\ub9dd \uc2dc\uc7a5 \uc815\uc758 \uc2dc\uc7a5 \uac1c\uc694- \uc2a4\ub9c8\ud2b8 \uadf8\ub9ac\ub4dc \ubd84\uc11d \uc2dc\uc7a5, \uc81c\uacf5 \ubc29\uc2dd\ubcc4- \uc2a4\ub9c8\ud2b8 \uadf8\ub9ac\ub4dc \ubd84\uc11d \uc2dc\uc7a5, \uc870\uc9c1 \uaddc\ubaa8\ubcc4- \uc2a4\ub9c8\ud2b8 \uadf8\ub9ac\ub4dc \ubd84\uc11d \uc2dc\uc7a5, \uc751\uc6a9 \ubd84\uc57c\ubcc4- \uc2a4\ub9c8\ud2b8 \uadf8\ub9ac\ub4dc \ubd84\uc11d \uc2dc\uc7a5, \ubd84\uc11d \uc720\ud615\ubcc4- \uc2a4\ub9c8\ud2b8 \uadf8\ub9ac\ub4dc \ubd84\uc11d \uc2dc\uc7a5, \uc9c0\uc5ed\ubcc4<\/b><\/li>\n<\/ul>\n

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

                            370<\/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":"

                              \uace0\uac1d \uc815\ubcf4 \uc2dc\uc2a4\ud15c(CIS) \uc2dc\uc7a5\uc740 2025\ub144 USD 17\uc5b5 9,000\ub9cc \ub2ec\ub7ec\ub85c \ucd94\uc815\ub418\uba70, 2030\ub144\uae4c\uc9c0 USD 32\uc5b5 6,000\ub9cc \ub2ec\ub7ec\uc5d0 \ub2ec\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc774 \uae09\uc18d\ud55c \uc131\uc7a5(\uc608\uce21 \uae30\uac04 \ub3d9\uc548 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960 12.8%)\uc740 \uc720\ud2f8\ub9ac\ud2f0 \uc0b0\uc5c5\uc758 \ub514\uc9c0\ud138 \uc804\ud658\uc5d0 \ub300\ud55c \uae34\uae09\ud55c \ud544\uc694\uc131, \uaddc\uc81c \ubcf5\uc7a1\uc131\uc758 \uc99d\uac00, \uc2a4\ub9c8\ud2b8 \uadf8\ub9ac\ub4dc \ub3c4\uc785\uc758 \uac00\uc18d\ud654, \uadf8\ub9ac\uace0 \uc7ac\uc0dd \uac00\ub2a5 \ubc0f \ubd84\uc0b0\ud615 \uc5d0\ub108\uc9c0 \uc790\uc6d0 \ucc44\ud0dd\uc758 \uae00\ub85c\ubc8c \ud655\uc0b0\uc5d0 \uc758\ud574 \uc8fc\ub3c4\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc2a4\ub9c8\ud2b8 \uadf8\ub9ac\ub4dc\uc758 \uad11\ubc94\uc704\ud55c \ub3c4\uc785\uc740 CIS \uc218\uc694\ub97c \uc8fc\ub3c4\ud558\ub294 \ud575\uc2ec \uc694\uc778\uc785\ub2c8\ub2e4. \uc804 \uc138\uacc4 \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\ub4e4\uc740 \uc5d0\ub108\uc9c0 \ud6a8\uc728\uc131 \ud5a5\uc0c1, \uc2e0\ub8b0\uc131 \uac15\ud654, \uace0\uac1d\uacfc\uc758 \uc2e4\uc2dc\uac04 \ud1b5\uc2e0\uc744 \uc704\ud574 \uc2a4\ub9c8\ud2b8 \uadf8\ub9ac\ub4dc \uc778\ud504\ub77c\uc5d0 \ub300\uaddc\ubaa8 \ud22c\uc790\ub97c \uc9c4\ud589 \uc911\uc785\ub2c8\ub2e4. \uc2a4\ub9c8\ud2b8 \uadf8\ub9ac\ub4dc\ub294 \ub300\uaddc\ubaa8 \uc18c\ube44 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud558\uba70, \uc774\ub294 \uc2a4\ub9c8\ud2b8 \uacc4\ub7c9\uae30\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub420 \uc218 \uc788\ub294 \uace0\uae09 CIS \ud50c\ub7ab\ud3fc, \uc2e4\uc2dc\uac04 \uc694\uae08 \ubd80\uacfc, \uace0\uae09 \ubd84\uc11d \uae30\ub2a5, \ub9de\ucda4\ud615 \uace0\uac1d \ucc38\uc5ec\ub97c \uc9c0\uc6d0\ud558\ub294 \uae30\uc220\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc120\ub3c4\uc801\uc778 \uacf5\uae09\uc5c5\uccb4\ub4e4\uc740 AI \uae30\ubc18 \ubd84\uc11d \ubc0f \ud074\ub77c\uc6b0\ub4dc \uae30\ub2a5\uc744 CIS\uc5d0 \ud1b5\ud569\ud558\uc5ec \uc720\ud2f8\ub9ac\ud2f0 \uae30\uc5c5\uc774 \ubcf5\uc7a1\ud55c \uccad\uad6c \uc2dc\ub098\ub9ac\uc624\ub97c \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc73c\ub85c \uad00\ub9ac\ud558\uace0 \ubcc0\ud654\ud558\ub294 \uc5d0\ub108\uc9c0 \uc694\uad6c\uc5d0 \ubcf4\ub2e4 \ud6a8\uacfc\uc801\uc73c\ub85c \ub300\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud568\uc73c\ub85c\uc368 \uc774\ub7ec\ud55c \uae30\ud68c\ub97c \ud65c\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud1b5\ud569\uc744 \ud1b5\ud574 \uc218\uc775 \uc190\uc2e4\uc744 \ud06c\uac8c \uc904\uc774\uace0 \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ub192\uc774\uba70 \uc5c4\uaca9\ud55c \uaddc\uc81c \uc694\uac74\uc744 \uc900\uc218\ud560 \uc218 \uc788\uac8c \ub418\uc5b4 CIS \ud50c\ub7ab\ud3fc\uc740 \ub2e8\uc21c\ud55c \uccad\uad6c \uc194\ub8e8\uc158\uc774 \uc544\ub2cc \ud604\ub300\uc801\uc778 \uace0\uac1d \uc911\uc2ec \uc720\ud2f8\ub9ac\ud2f0 \uad00\ub9ac\uc758 \uc804\ub7b5\uc801 \uc790\uc0b0\uc73c\ub85c \uc790\ub9ac\ub9e4\uae40\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-23279","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\/23279"}],"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=23279"}],"version-history":[{"count":0,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts\/23279\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/media?parent=23279"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/categories?post=23279"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/tags?post=23279"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}