{"id":23264,"date":"2025-08-07T06:17:30","date_gmt":"2025-08-07T06:17:30","guid":{"rendered":"https:\/\/www.globalresearch.co.kr\/insight\/?p=23264"},"modified":"2026-09-13T03:59:31","modified_gmt":"2026-09-12T18:59:31","slug":"application-lifecycle-management-alm-market-mam","status":"publish","type":"post","link":"https:\/\/www.globalresearch.co.kr\/insight\/application-lifecycle-management-alm-market-mam\/","title":{"rendered":"\uc138\uacc4\uc758 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5 (~2030\ub144) : \uc18c\ud504\ud2b8\uc6e8\uc5b4, \uc11c\ube44\uc2a4"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-23265\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-151503.png\" alt=\"\" width=\"946\" height=\"833\" srcset=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-151503.png 946w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-151503-300x264.png 300w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-151503-768x676.png 768w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-151503-230x203.png 230w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-151503-350x308.png 350w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-151503-480x423.png 480w\" sizes=\"(max-width: 946px) 100vw, 946px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3>\uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac(ALM) \uc2dc\uc7a5\uc5d0\uc11c\uc758 \ub9e4\ub825\uc801\uc778 \uae30\ud68c<\/h3>\n<h4><b>\ubd81\uc544\uba54\ub9ac\uce74<\/b><\/h4>\n<p>\ubd81\uc544\uba54\ub9ac\uce74\uc758 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5\uc740 \uc6d0\uaca9 \ubc0f \ud558\uc774\ube0c\ub9ac\ub4dc \ud300\uc744 \uc9c0\uc6d0\ud558\uae30 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c ALM \ud50c\ub7ab\ud3fc\uc5d0 \ub300\ud55c \uc218\uc694 \uc99d\uac00\uc5d0 \ud798\uc785\uc5b4 \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc778\uacf5\uc9c0\ub2a5(AI), \uba38\uc2e0\ub7ec\ub2dd(ML), \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305 \ubd84\uc57c\uc758 \uae30\uc220 \ud601\uc2e0\uc740 IT \ubc0f \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c, \ud1b5\uc2e0 \uc0b0\uc5c5 \uc804\ubc18\uc5d0\uc11c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac(ALM)\ub97c \ud601\uc2e0\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \ucc38\uc5ec\uc790\ub4e4\uc740 \ud5a5\ud6c4 5\ub144\uac04 \uc8fc\uc694 \uc131\uc7a5 \uc804\ub7b5\uc73c\ub85c \ud611\uc57d, \ud611\ub825, \ud30c\ud2b8\ub108\uc2ed\uc744 \ucc44\ud0dd\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc5c4\uaca9\ud55c \ub370\uc774\ud130 \ubcf4\uc548 \ubc0f \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubc95\uaddc(\uc608: CCPA, HIPAA)\ub294 \ubd81\ubbf8 \uc9c0\uc5ed\uc5d0\uc11c ALM \uc194\ub8e8\uc158 \ucc44\ud0dd\uc744 \ucd09\uc9c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubd81\ubbf8 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5\uc740 2024\ub144 USD 16\uc5b5 3\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0\uc11c 2029\ub144\uae4c\uc9c0 USD 21\uc5b5 1\ucc9c\ub9cc \ub2ec\ub7ec\ub85c \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR) 5.3%\ub85c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4.<\/p>\n<h3>AI\uac00 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5<\/h3>\n<p>\uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \ud14c\uc2a4\ud2b8, \uacb0\ud568 \ud0d0\uc9c0, \ucf54\ub4dc \uac80\ud1a0\ub97c \uc790\ub3d9\ud654\ud558\uc5ec \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud488\uc9c8\uacfc \uac1c\ubc1c \uc18d\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. AI \uae30\ubc18 \ubd84\uc11d\uc740 \uc758\uc0ac\uacb0\uc815\uc744 \uac15\ud654\ud558\uba70, \uc608\uce21 \uc720\uc9c0\ubcf4\uc218\ub294 \ubb38\uc81c\ub97c \uc870\uae30\uc5d0 \uc2dd\ubcc4\ud558\uc5ec \ub2e4\uc6b4\ud0c0\uc784\uc744 \uc904\uc785\ub2c8\ub2e4. AI \uae30\ubc18 \uc790\ub3d9\ud654\ub294 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uac04\uc18c\ud654\ud558\uace0 \uc790\uc6d0 \ubc30\ubd84\uc744 \ucd5c\uc801\ud654\ud558\uba70, \uc9c0\uc18d\uc801\uc778 \ud1b5\ud569 \ubc0f \ubc30\ud3ec\ub97c \uac00\uc18d\ud654\ud569\ub2c8\ub2e4. \ub610\ud55c AI\ub294 \ucde8\uc57d\uc810\uc744 \ud0d0\uc9c0\ud558\uace0 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc900\uc218\ub97c \uac15\uc81c\ud568\uc73c\ub85c\uc368 \ubcf4\uc548\uc131\uc744 \uac15\ud654\ud558\uc5ec, ALM\uc774 \uc9c4\ud654\ud558\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubcf5\uc7a1\uc131\uc5d0 \ub354 \ud6a8\uc728\uc801\uc774\uace0 \uc801\uc751\ub825 \uc788\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n<h3>\uae00\ub85c\ubc8c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5 \ub3d9\ud5a5<\/h3>\n<h4><b>\uc8fc\uc694 \uc694\uc778: DevOps \ubc0f \uc560\uc790\uc77c \ubc29\ubc95\ub860\uc5d0 \ub300\ud55c \uad00\uc2ec \uc99d\uac00<\/b><\/h4>\n<p>DevOps \ubc0f \uc560\uc790\uc77c \ubc29\ubc95\ub860\uc5d0 \ub300\ud55c \uac15\uc870\uac00 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc740 \ub354 \ube60\ub974\uace0 \ubc18\ubcf5\uc801\uc774\uba70 \ud611\uc5c5\uc801\uc778 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\ub97c \uc7a5\ub824\ud558\uba70 \ubcc0\ubaa8\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \uac1c\ubc1c \ubaa8\ub378\uc740 \uc5c4\uaca9\ud558\uace0 \uc21c\ucc28\uc801\uc778 \uc808\ucc28\ub85c \uc778\ud574 \uc9c0\uc5f0, \ube44\ud6a8\uc728\uc131, \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4dc\ub294 \uc7ac\uc791\uc5c5\uc73c\ub85c \uc774\uc5b4\uc9c0\uae30 \uc26c\uc6e0\uc2b5\ub2c8\ub2e4. \uc560\uc790\uc77c \ubc29\ubc95\ub860\uc740 \ubc18\ubcf5\uc801\uc778 \uac1c\ubc1c \uc0ac\uc774\ud074\uc744 \ub3c4\uc785\ud574 \ud300\uc774 \uc810\uc9c4\uc801\uc778 \uc5c5\ub370\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uace0 \ubcc0\ud654\ud558\ub294 \uc694\uad6c\uc0ac\ud56d\uc5d0 \uc2e0\uc18d\ud788 \uc801\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \ud588\uc2b5\ub2c8\ub2e4. DevOps\ub294 \uc790\ub3d9\ud654, \uc9c0\uc18d\uc801\uc778 \ud1b5\ud569\/\uc9c0\uc18d\uc801\uc778 \ubc30\ud3ec(CI\/CD), \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1\uc744 \ud1b5\ud574 \uac1c\ubc1c\uacfc IT \uc6b4\uc601 \uac04\uc758 \uaca9\ucc28\ub97c \ud574\uc18c\ud568\uc73c\ub85c\uc368 \uc774 \uc811\uadfc \ubc29\uc2dd\uc744 \ub354\uc6b1 \uc815\uad50\ud654\ud588\uc2b5\ub2c8\ub2e4. digital.ai\uc758 14\ubc88\uc9f8 \uc5f0\uac04 Agile \ubcf4\uace0\uc11c \ub530\ub974\uba74, \uc751\ub2f5\uc790\uc758 95%\uac00 \uc870\uc9c1\uc5d0\uc11c Agile \uac1c\ubc1c \ubc29\ubc95\uc744 \uc2e4\ucc9c\ud558\uace0 \uc788\uc73c\uba70, \uc774 \uc911 61%\ub294 3\ub144 \uc774\uc0c1 Agile\uc744 \uc0ac\uc6a9\ud574 \uc654\uc2b5\ub2c8\ub2e4. \uc774 \ubcc0\ud654\ub294 \uc720\uc5f0\uc131\uacfc \ud6a8\uc728\uc131 \ub54c\ubb38\uc5d0 Agile\uc5d0 \ub300\ud55c \uc120\ud638\ub3c4\uac00 \uc99d\uac00\ud558\uace0 \uc788\uc74c\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc5f0\uad6c \uacb0\uacfc\uc5d0 \ub530\ub974\uba74 \uc560\uc790\uc77c\uacfc DevOps\ub97c \ud1b5\ud569\ud558\uba74 \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc\uac00 \ud06c\uac8c \ud5a5\uc0c1\ub429\ub2c8\ub2e4. Appinventiv \ubcf4\uace0\uc11c\uc5d0 \ub530\ub974\uba74 \uc560\uc790\uc77c DevOps \uc2e4\ucc9c\uc744 \ub3c4\uc785\ud55c \uc870\uc9c1\uc740 \uc57d 60%\uc758 \ub9e4\ucd9c \uc131\uc7a5\uc744 \uae30\ub85d\ud588\uc73c\uba70, \uc774\ub294 20% \uc131\uc7a5\ub960\uc758 \uc870\uc9c1\ubcf4\ub2e4 \uc57d 2.4\ubc30 \ub192\uc740 \uc218\uce58\uc785\ub2c8\ub2e4. \uc774 \uc804\ud658\uc744 \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 \uae30\uc5c5\ub4e4\uc740 \uc560\uc790\uc77c\uacfc DevOps \uae30\ub2a5\uc744 \ud1b5\ud569\ud574 \uc6d0\ud65c\ud55c \ud611\uc5c5, \ubc84\uc804 \uad00\ub9ac, \uc790\ub3d9\ud654\ub41c \ud14c\uc2a4\ud2b8, \ubc30\ud3ec\ub97c \uc9c0\uc6d0\ud558\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac(ALM) \uc194\ub8e8\uc158\uc744 increasingly \ud65c\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub294 \ubcf5\uc7a1\ud55c \uac1c\ubc1c \ud30c\uc774\ud504\ub77c\uc778\uc744 \uad00\ub9ac\ud558\uba74\uc11c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud488\uc9c8, \ubcf4\uc548, \uc900\uc218\ub97c \uc720\uc9c0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc774 \uc18d\ub3c4, \ud6a8\uc728\uc131, \uc2e0\ub8b0\uc131\uc744 \uacc4\uc18d \uc911\uc2dc\ud568\uc5d0 \ub530\ub77c \uc560\uc790\uc77c, DevOps, ALM\uc758 \ud1b5\ud569\uc740 \ud601\uc2e0\uc744 \ucd09\uc9c4\ud558\uace0 \uacbd\uc7c1 \uc6b0\uc704\ub97c \uc720\uc9c0\ud558\ub294 \ub370 \uc810\uc810 \ub354 \uc911\uc694\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h4><b>\uc81c\uc57d \uc694\uc778: ALM \uc194\ub8e8\uc158\uacfc \uae30\uc874 \uae30\uc5c5 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ud1b5\ud569 \ubcf5\uc7a1\uc131<\/b><\/h4>\n<p>ALM \ub3c4\uad6c\uc640 \uae30\uc874 \uae30\uc5c5 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \ub808\uac70\uc2dc \uc2dc\uc2a4\ud15c, \uc81c3\uc790 \uc81c\ud488\uc758 \ud1b5\ud569\uc740 \uc870\uc9c1\uc5d0\uac8c \ub3c4\uc804 \uacfc\uc81c\uc785\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \uae30\uc5c5\uc740 \uac1c\ubc1c, \ud14c\uc2a4\ud2b8, \ubc30\ud3ec \ub3c4\uad6c\uac00 \uc790\uc5f0\uc2a4\ub7fd\uac8c \ud638\ud658\ub418\uc9c0 \uc54a\uc744 \uc218 \uc788\ub294 \uc774\uc9c8\uc801\uc778 IT \ud658\uacbd\uc5d0\uc11c \uc6b4\uc601\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c \uac04 \ub370\uc774\ud130 \uad50\ud658, \ud504\ub85c\uc138\uc2a4 \uc790\ub3d9\ud654, \uc2e4\uc2dc\uac04 \ud611\uc5c5\uc744 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ud558\ub824\uba74 \ub300\uaddc\ubaa8 \ub9de\ucda4\ud654 \ubc0f API \uac1c\ubc1c\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ubcf4\uc548 \ubc0f \uc900\uc218 \ud504\ub808\uc784\uc6cc\ud06c\uc640\uc758 \ud1b5\ud569\uc740 \ucd94\uac00\uc801\uc778 \ubcf5\uc7a1\uc131\uc744 \ub3c4\uc785\ud569\ub2c8\ub2e4. \uc870\uc9c1\uc740 \uc804\ud658 \uacfc\uc815\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \uc911\ub2e8\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\ub2e4. \uc798\ubabb\ub41c \ud1b5\ud569\uc740 \uc6cc\ud06c\ud50c\ub85c\uc6b0 \ud6a8\uc728\uc131 \uc800\ud558, \ub370\uc774\ud130 \uac00\uc2dc\uc131 \ubd80\uc871, \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \uc0ac\uc774\ud074 \uc9c0\uc5f0\uc73c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud1b5\ud569 \uc804\ub7b5\uc774 \uc218\ub9bd\ub418\uc9c0 \uc54a\uc73c\uba74 \uc870\uc9c1\uc740 \ud6a8\uc728\uc131 \uc800\ud558, \ub370\uc774\ud130 \uc0ac\uc77c\ub85c\ud654, \uc6b4\uc601 \ubd80\ub2f4 \uc99d\uac00\uc758 \uc704\ud5d8\uc5d0 \uc9c1\uba74\ud558\uac8c \ub418\uba70, \uc774\ub294 ALM \uad6c\ud604\uc758 \uc644\uc804\ud55c \uc7a0\uc7ac\ub825\uc744 \ub2ec\uc131\ud558\ub294 \uac83\uc744 \uc5b4\ub835\uac8c \ub9cc\ub4ed\ub2c8\ub2e4. \ub610\ud55c \ub808\uac70\uc2dc \uc2dc\uc2a4\ud15c\uc740 \ud604\ub300\uc801\uc778 ALM \ud504\ub85c\uc138\uc2a4\uc5d0 \uc720\uc5f0\ud558\uc9c0 \uc54a\uc544 \ub354 \ub9ce\uc740 \uc6cc\ud06c\uc5b4\ub77c\uc6b4\ub4dc\ub098 \ub2e8\uacc4\ubcc4 \ub3c4\uc785\uc774 \ud544\uc694\ud558\uba70, \uc774\ub294 \uc804\ud658\uc744 \uc5b4\ub835\uac8c \ub9cc\ub4ed\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \uadf9\ubcf5\ud558\uae30 \uc704\ud574 \uc870\uc9c1\uc740 \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc5d0 \uc9d1\uc911\ud558\uace0 API \uae30\ubc18 \ud1b5\ud569\uc5d0 \ud22c\uc790\ud558\uba70, \uad6c\ud604 \uacfc\uc815\uc5d0\uc11c \ud06c\ub85c\uc2a4-\uae30\ub2a5 \ud300\uc774 \uc798 \ud611\ub825\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h4><b>\uae30\ud68c: \uc800\ucf54\ub4dc \ubc0f \ub178\ucf54\ub4dc \ud50c\ub7ab\ud3fc\uc758 \ucc44\ud0dd<\/b><\/h4>\n<p>\ub85c\uc6b0\ucf54\ub4dc \ubc0f \ub178\ucf54\ub4dc \ud50c\ub7ab\ud3fc\uc758 \ub4f1\uc7a5\uc73c\ub85c \ucf54\ub529 \uc804\ubb38 \uc9c0\uc2dd\uc774 \ubd80\uc871\ud55c \uc0ac\uc6a9\uc790\ub3c4 \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4\uc640 \uc0ac\uc804 \uad6c\ucd95\ub41c \uad6c\uc131 \uc694\uc18c\ub97c \ud65c\uc6a9\ud574 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \ud2b8\ub80c\ub4dc\ub294 \ud601\uc2e0\uc744 \uac00\uc18d\ud654\ud558\uc9c0\ub9cc, \ubcf4\uc548, \ub370\uc774\ud130 \ubb34\uacb0\uc131, \uc900\uc218 \ubb38\uc81c\uc5d0 \ub300\ud55c \uc6b0\ub824\ub3c4 \uc81c\uae30\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc704\ud5d8\uc744 \uc644\ud654\ud558\uae30 \uc704\ud574 ALM \ubca4\ub354\ub294 \ub85c\uc6b0\ucf54\ub4dc \ud658\uacbd\uc5d0 \ud2b9\ud654\ub41c \ub9de\ucda4\ud615 \uac70\ubc84\ub10c\uc2a4 \ubc0f \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac15\ub825\ud55c \uac70\ubc84\ub10c\uc2a4 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uad6c\ud604\ud568\uc73c\ub85c\uc368 \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \ud68c\uc0ac \ud45c\uc900 \ubc0f \uaddc\uc81c \uc694\uad6c\uc0ac\ud56d\uc744 \uc900\uc218\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4. ALM \uc194\ub8e8\uc158\uc740 \uc124\uacc4\ubd80\ud130 \ubc30\ud3ec \ubc0f \uc9c0\uc18d\uc801\uc778 \uc720\uc9c0\ubcf4\uc218\uc5d0 \uc774\ub974\ub294 \uc804\uccb4 \uac1c\ubc1c \ub77c\uc774\ud504\uc0ac\uc774\ud074\uc744 \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 \ubaa8\ub2c8\ud130\ub9c1, \ubc84\uc804 \uad00\ub9ac, \uc815\ucc45 \uc801\uc6a9\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \ubd84\uc0b0\ub41c \uac1c\ubc1c\uacfc \uad00\ub828\ub41c \uc704\ud5d8\uc744 \uc644\ud654\ud558\uace0 \uc800\ucf54\ub4dc \ubc0f \ub178\ucf54\ub4dc \uc774\ub2c8\uc154\ud2f0\ube0c\uc758 \ud655\uc7a5\uc131\uacfc \uc804\uccb4 \uac00\uce58\ub97c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \ub610\ud55c ALM \uc194\ub8e8\uc158\uc740 \uae30\uc5c5\uc774 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \ud45c\uc900\ud654\ud558\uace0 \ud300 \uac04 \ud611\uc5c5\uc744 \uac1c\uc120\ud558\uba70 \ube44\uc988\ub2c8\uc2a4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc2dc\uc7a5 \ucd9c\uc2dc \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. ALM \ud50c\ub7ab\ud3fc\uc5d0 \ub0b4\uc7a5\ub41c \uc790\ub3d9\ud654 \ubc0f AI \uae30\ubc18\uc758 \ud504\ub85c\uc138\uc2a4 \ud1b5\ucc30\ub825\uc744 \ud1b5\ud574 \ub85c\uc6b0 \ucf54\ub4dc \uac1c\ubc1c\uc758 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub294 \uc5c5\uacc4 \ud45c\uc900\uc744 \uc900\uc218\ud558\uba74\uc11c \uac1c\ubc1c \uad00\ud589\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\uc120\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n<h4><b>\uacfc\uc81c: \uba40\ud2f0 \ud074\ub77c\uc6b0\ub4dc \ubc0f \ud558\uc774\ube0c\ub9ac\ub4dc \ud658\uacbd \uad00\ub9ac<\/b><\/h4>\n<p>\uae30\uc5c5\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c\uc758 \uc720\uc5f0\uc131\uc744 \uc720\uc9c0\ud558\uba74\uc11c \ud655\uc7a5\uc131\uacfc \ud6a8\uc728\uc131\uc744 \ud655\ubcf4\ud558\uae30 \uc704\ud574 \uba40\ud2f0 \ud074\ub77c\uc6b0\ub4dc \ubc0f \ud558\uc774\ube0c\ub9ac\ub4dc \ud658\uacbd\uc744 \uad00\ub9ac\ud560 \ub54c \uc0c1\ub2f9\ud55c \uc7a5\uc560\ubb3c\uc744 \uc9c1\uba74\ud569\ub2c8\ub2e4. \uc624\ub298\ub0a0 \uae30\uc5c5\uc740 \uc628\ud504\ub808\ubbf8\uc2a4 \uc2dc\uc124\uacfc \ub2e4\uc591\ud55c \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc5d0 \uac78\uccd0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ubc30\ud3ec\ud558\uba70, \uac01 \ud658\uacbd\uc740 \ubcc4\ub3c4\uc758 \uc778\ud130\ud398\uc774\uc2a4 \uc2dc\uc2a4\ud15c\uacfc \uad6c\uc131 \ud328\ud134\uc744 \uc720\uc9c0\ud558\uba70 \uc11c\ub85c \ub2e4\ub978 \ubcf4\uc548 \uc870\uce58\ub97c \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc2dc\uc2a4\ud15c \ub2e4\uc591\uc131\uc758 \ud3ed\ub113\uc740 \ubc94\uc704\ub294 \uc6b4\uc601 \ubcf5\uc7a1\uc131\uc744 \ucd08\ub798\ud558\uba70, \uc774\ub294 \uc815\ucc45 \uad6c\ud604\uc758 \uc5b4\ub824\uc6c0, \uc77c\uad00\uc131 \uc5c6\ub294 \uc131\ub2a5, \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uc804\ubc18\uc5d0 \uac78\uce5c \ubd84\uc0b0\ub41c \ud1b5\ud569\uc73c\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1, API \uad00\ub9ac, \ub2e4\uc591\ud55c \uc900\uc218 \uc815\ucc45 \ubc0f \uac70\ubc84\ub10c\uc2a4 \ud45c\uc900\uc758 \uad11\ubc94\uc704\ud55c \uc694\uad6c\uc0ac\ud56d\uc740 \ud604\uc7ac \ud658\uacbd\uc5d0 \ucd94\uac00\uc801\uc778 \ubcf5\uc7a1\uc131\uc744 \uac00\uc911\uc2dc\ud0b5\ub2c8\ub2e4. ALM \uc194\ub8e8\uc158\uc740 \ub2e4\uc911 \ud074\ub77c\uc6b0\ub4dc \ubcf5\uc7a1\ud55c \ud658\uacbd\uc744 \uad00\ub9ac\ud558\uae30 \uc704\ud574 \ud1b5\ud569\ub418\uace0 \uc720\uc5f0\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub294 \ub2e4\uc911 \ud50c\ub7ab\ud3fc \uc804\ubc18\uc5d0\uc11c \ud655\uc7a5\uc131 \uae30\ub2a5\uc744 \ud1b5\ud574 \uac15\ud654\ub41c \ubcf4\uc548\uc744 \ubcf4\uc7a5\ud558\uba70 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \uc2e4\ud604\ud569\ub2c8\ub2e4. \uae30\uc5c5\uc740 \uc815\ucc45 \uae30\ubc18 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uacfc \uc790\ub3d9\ud654 \uc2dc\uc2a4\ud15c \ubc0f AI \ubd84\uc11d\uc744 \ub3c4\uc785\ud568\uc73c\ub85c\uc368 \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uac1c\uc120, \uc704\ud5d8 \uc2dd\ubcc4, \uc790\uc6d0 \ucd5c\uc801\ud654\ub97c \ub2ec\uc131\ud569\ub2c8\ub2e4. \ud6a8\uacfc\uc801\uc778 ALM \uc804\ub7b5\uc740 \uc870\uc9c1\uc774 \uc608\uc0c1\ub418\ub294 \uae30\uc220 \ubcc0\ud654\ub97c \uc9c0\uc6d0\ud568\uc73c\ub85c\uc368 \ud074\ub77c\uc6b0\ub4dc \uc0dd\ud0dc\uacc4\ub97c \ubbf8\ub798\uc5d0 \ub300\ube44\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n<h3>\uae00\ub85c\ubc8c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5 \uc0dd\ud0dc\uacc4 \ubd84\uc11d<\/h3>\n<p>\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5 \uc0dd\ud0dc\uacc4\ub294 \uc194\ub8e8\uc158 \uc81c\uacf5\uc5c5\uccb4, \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4, \uaddc\uc81c \uae30\uad00\uc73c\ub85c \uad6c\uc131\ub418\uba70, \uac01 \uc8fc\uccb4\ub294 \uc11c\ub85c \ub2e4\ub978 \uc5ed\ud560\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc194\ub8e8\uc158 \uc81c\uacf5\uc5c5\uccb4\ub294 \uacc4\ud68d \ubc0f \uac1c\ubc1c\ubd80\ud130 \ud14c\uc2a4\ud2b8, \ubc30\ud3ec, \uc720\uc9c0\ubcf4\uc218\uc5d0 \uc774\ub974\ub294 \uc804\uccb4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub3c4\uad6c\uc640 \ud50c\ub7ab\ud3fc\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub4e4\uc740 AI, ML, \ud074\ub77c\uc6b0\ub4dc \uae30\uc220\ub85c \uac15\ud654\ub418\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4\ub294 \uc870\uc9c1\uc774 \ud2b9\uc815 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\ub97c \ub2ec\uc131\ud558\uae30 \uc704\ud574 ALM \ub3c4\uad6c\uc758 \uad6c\ud604, \ub9de\ucda4\ud654, \uc9c0\uc18d\uc801\uc778 \uad00\ub9ac\ub97c \uc9c0\uc6d0\ud558\ub294 \uc804\ubb38\uc131\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uaddc\uc81c \uae30\uad00\uc740 ALM \ud504\ub85c\uc138\uc2a4\uac00 \ud655\ub9bd\ub41c \ud45c\uc900, \ub370\uc774\ud130 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638\ubc95, \uc0b0\uc5c5 \uaddc\uc815\uc744 \uc900\uc218\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud558\uc5ec \uc548\uc804\ud558\uace0 \uc900\uc218\ud558\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \uad00\ud589\uc744 \ucd09\uc9c4\ud569\ub2c8\ub2e4.<\/p>\n<h4><b>\u201c\uc0b0\uc5c5\ubcc4\ub85c\ub294 IT \ubc0f \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ubd80\ubb38\uc774 \uc608\uce21 \uae30\uac04 \ub3d9\uc548 \uc2dc\uc7a5\uc744 \uc8fc\ub3c4\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.\u201d<\/b><\/h4>\n<p>ALM\uc740 IT \ubc0f \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc758 \uae30\ubcf8 \ud504\ub85c\uc138\uc2a4\ub85c, \uc870\uc9c1\uc774 \uacc4\ud68d\ubd80\ud130 \ucf54\ub529, \ubc30\ud3ec, \uc720\uc9c0\ubcf4\uc218\uae4c\uc9c0 \ubaa8\ub4e0 \ub2e8\uacc4\uc5d0\uc11c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub77c\uc774\ud504\uc0ac\uc774\ud074\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \uad00\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc84\uc804 \uad00\ub9ac \uc2dc\uc2a4\ud15c\uacfc \uc790\ub3d9\ud654\ub41c \ud1b5\ud569 \ud14c\uc2a4\ud2b8, \ub9b4\ub9ac\uc2a4 \uad00\ub9ac, \ucf54\ub4dc \uad00\ub9ac \uc2dc\uc2a4\ud15c \ub4f1\uc744 \uacb0\ud569\ud558\uc5ec \uac1c\ubc1c \uc791\uc5c5 \ud504\ub85c\uc138\uc2a4\ub97c \ucd5c\uc801\ud654\ud574 \uc6b0\uc218\ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc81c\uacf5\uc744 \uc2e4\ud604\ud569\ub2c8\ub2e4. \ud604\ub300 \uc870\uc9c1\uc740 ALM\uc744 \ud1b5\ud574 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ucd9c\uc2dc \uc2dc\uac04\uc744 \ub2e8\ucd95\ud569\ub2c8\ub2e4. \uc774\ub294 \uac1c\ubc1c, \uc6b4\uc601, \ud488\uc9c8 \ubcf4\uc99d \ud300\uc774 \uc560\uc790\uc77c \ubc0f \ub370\ube0c\uc635\uc2a4 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud611\uc5c5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc870\uc9c1\uc740 \ubcf5\uc7a1\ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubc0f \ud074\ub77c\uc6b0\ub4dc \uc194\ub8e8\uc158\uc5d0 ALM\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4. \uc774\ub294 \ubcf4\uc548\uacfc \uc900\uc218\ub97c \uc81c\uacf5\u7684\u540c\u65f6, \uc644\uc804\ud55c \ucd94\uc801 \uac00\ub2a5\uc131 \uae30\ub2a5\uc744 \uc9c0\uc6d0\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. ALM\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc5c5\ub370\uc774\ud2b8, \uc131\ub2a5 \ucd94\uc801 \ubc0f \uc720\uc9c0\ubcf4\uc218\ub97c \ud1b5\ud574 \uc870\uc9c1\uc758 \ud655\uc7a5\uc131\uc744 \uc9c0\uc6d0\ud558\uba70, \uc774\ub294 \uc9c4\ud654\ud558\ub294 IT \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc548\uc815\uc131\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4. \uc870\uc9c1\uc740 AI \uae30\uc220\uc758 \ubc1c\uc804, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uae30\ubc18 \ud504\ub808\uc784\uc6cc\ud06c, \uc800\ucf54\ub4dc \ubc29\ubc95\uc758 \ucc44\ud0dd\uc73c\ub85c \uc778\ud574 \ubd84\uc0b0\ub41c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad00\ub9ac\ud558\uae30 \uc704\ud55c \uc885\ud569\uc801\uc778 \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud558\uae30 \ub54c\ubb38\uc5d0 ALM\uc744 \ucc44\ud0dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. ALM\uc744 \ud1b5\ud574 \uc870\uc9c1\uc740 \ubaa8\ub4e0 \uac1c\ubc1c \uc0ac\uc774\ud074\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud560 \uc218 \uc788\uc5b4 \ud300\uc774 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ucde8\uc57d\uc810\uc744 \uc2e0\uc18d\ud788 \ubc1c\uacac\ud558\uace0 \ud574\uacb0\ud560 \uc218 \uc788\uc5b4 \uc704\ud5d8 \uad00\ub9ac \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \ub514\uc9c0\ud138 \uc804\ud658\uacfc \ud074\ub77c\uc6b0\ub4dc \ub9c8\uc774\uadf8\ub808\uc774\uc158 \uc804\ub7b5\uc744 \uac00\uc18d\ud654\ud558\ub294 \ubaa8\ub4e0 \uc870\uc9c1\uc740 \ud504\ub85c\uc138\uc2a4 \ud6a8\uc728\uc131, \ud601\uc2e0, \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc81c\ud488 \uc2e0\ub8b0\uc131\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud574 ALM\uc5d0 \uc758\uc874\ud569\ub2c8\ub2e4.<\/p>\n<h4><b>\u201c\uc608\uce21 \uae30\uac04 \ub3d9\uc548 \uc11c\ube44\uc2a4 \ubd80\ubb38\uc774 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubd80\ubb38\ubcf4\ub2e4 \ub354 \ub192\uc740 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.\u201d<\/b><\/h4>\n<p>ALM \uc11c\ube44\uc2a4\ub294 \uc804\ubb38 \uc11c\ube44\uc2a4\uc640 \uad00\ub9ac \uc11c\ube44\uc2a4\ub97c \ud3ec\ud568\ud558\uba70, \uc870\uc9c1\uc774 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ubc0f \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac\ub97c \uc790\ub3d9\ud654\ud558\uae30 \uc704\ud574 \ud544\uc694\ud55c \uc804\ubb38 \uc9c0\uc2dd\uacfc \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc804\ubb38 \uc11c\ube44\uc2a4\ub294 \ucee8\uc124\ud305, \ubc30\ud3ec \ubc0f \ud1b5\ud569, \uc9c0\uc6d0 \ubc0f \uc720\uc9c0\ubcf4\uc218\ub97c \ud3ec\ud568\ud558\uba70, ALM \uc194\ub8e8\uc158\uc774 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\uc640 \uac1c\ubc1c \uad00\ud589\uc5d0 \ubd80\ud569\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4. \ucee8\uc124\ud305 \uc11c\ube44\uc2a4\ub294 \uae30\uc5c5\uc774 ALM \uc694\uad6c\uc0ac\ud56d\uc744 \ud3c9\uac00\ud558\uace0 \uc801\uc808\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\uba70, \uc560\uc790\uc77c, \ub370\ube0c\uc635\uc2a4, CI\/CD \ud30c\uc774\ud504\ub77c\uc778\uc5d0 \ub300\ud55c \ucd5c\uc120\uc758 \uad00\ud589\uc744 \uad6c\ud604\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \ubc30\ud3ec \ubc0f \ud1b5\ud569 \uc11c\ube44\uc2a4\ub294 \uae30\uc5c5 IT \uc778\ud504\ub77c\uc5d0 \uc6d0\ud65c\ud55c \uad6c\ud604, \ub3c4\uad6c \ub9de\ucda4\ud654, \ud1b5\ud569\uc744 \uc81c\uacf5\ud558\uc5ec \ucd5c\uc18c\ud55c\uc758 \uc911\ub2e8\uc744 \uc720\ubc1c\ud569\ub2c8\ub2e4. \uc9c0\uc6d0 \ubc0f \uc720\uc9c0\ubcf4\uc218 \uc11c\ube44\uc2a4\ub294 \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1, \ubcf4\uc548 \ud328\uce58, \ubc84\uadf8 \uc218\uc815, \uc131\ub2a5 \uc870\uc815\uc744 \ud1b5\ud574 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc548\uc815\uc131\uacfc \uaddc\uc81c \uc900\uc218\ub97c \uac1c\uc120\ud569\ub2c8\ub2e4. \uad00\ub9ac \uc11c\ube44\uc2a4\ub294 \uc5d4\ub4dc\ud22c\uc5d4\ub4dc ALM \uad00\ub9ac\ub97c \uc644\uc804\ud788 \uc544\uc6c3\uc18c\uc2f1\ud558\uc5ec \uc5d4\ub4dc\ud22c\uc5d4\ub4dc \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubaa8\ub2c8\ud130\ub9c1, \uc790\ub3d9\ud654, \uc9c0\uc18d\uc801\uc778 \ucd5c\uc801\ud654\ub97c \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \uc870\uc9c1\uc774 \ud575\uc2ec \uac1c\ubc1c \ud65c\ub3d9\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc624\ub298\ub0a0 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud658\uacbd\uc758 \ubcf5\uc7a1\uc131\uc774 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c ALM \uc11c\ube44\uc2a4\ub294 \uae30\uc5c5\uc774 \ud611\uc5c5\uc744 \uac15\ud654\ud558\uace0 \uac1c\ubc1c \uc0ac\uc774\ud074\uc744 \uac00\uc18d\ud654\ud558\uba70 \uc6b4\uc601 \ube44\uc6a9\uc744 \uc904\uc774\uba74\uc11c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud488\uc9c8\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \ub514\uc9c0\ud138 \uc804\ud658\uacfc \ud074\ub77c\uc6b0\ub4dc \ucc44\ud0dd\uc774 \ud655\ub300\ub428\uc5d0 \ub530\ub77c ALM \uc11c\ube44\uc2a4\uc5d0 \ub300\ud55c \uc218\uc694\ub294 \uc9c0\uc18d\uc801\uc73c\ub85c \uc99d\uac00\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub294 \uae30\uc5c5\uc774 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ub77c\uc774\ud504\uc0ac\uc774\ud074\uc5d0\uc11c \ud6a8\uc728\uc131, \ud655\uc7a5\uc131, \ud601\uc2e0\uc744 \uc8fc\ub3c4\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n<h3>\u201c\ubd81\ubbf8 \uc9c0\uc5ed\uc774 \uc608\uce21 \uae30\uac04 \ub3d9\uc548 \uac00\uc7a5 \ud070 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.\u201d<\/h3>\n<p>\ubd81\ubbf8\uc758 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5\uc740 \ud074\ub77c\uc6b0\ub4dc \ucc44\ud0dd, AI \uae30\uc220 \ubc1c\uc804, \ubbf8\uad6d\uacfc \uce90\ub098\ub2e4\uc5d0\uc11c\uc758 <a href=\"https:\/\/www.marketsandmarkets.com\/Market-Reports\/digital-transformation-market-43010479.html\">\ub514\uc9c0\ud138 \uc804\ud658<\/a> \uc774\ub2c8\uc154\ud2f0\ube0c\uc5d0 \ud798\uc785\uc5b4 \ud655\uc7a5\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc548\uc804\ud55c \ud074\ub77c\uc6b0\ub4dc \ub9c8\uc774\uadf8\ub808\uc774\uc158, \ud558\uc774\ube0c\ub9ac\ub4dc \ubc0f \uba40\ud2f0 \ud074\ub77c\uc6b0\ub4dc \uc804\ub7b5, \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0\uc758 \ud655\uc0b0\uc740 \ubcf5\uc7a1\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad00\ub9ac\ud558\uba74\uc11c \ubcf4\uc548 \ud45c\uc900 \uc900\uc218\ub97c \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 ALM \uc194\ub8e8\uc158\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \ucd09\uc9c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. ALM\uc740 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4 \uac04\uc18c\ud654, \ud611\uc5c5 \uac1c\uc120, \ud14c\uc2a4\ud2b8 \ubc0f \ubc30\ud3ec \uc790\ub3d9\ud654, \uae30\uc5c5\uc774 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uace0 \uc548\uc804\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc720\uc9c0\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. AI \uae30\ubc18 \ubd84\uc11d\uc740 DevOps \ubc0f Agile \uad00\ud589\uc774 \ub110\ub9ac \ucc44\ud0dd\ub41c \uae08\uc735, \uc758\ub8cc, \uc18c\ub9e4 \ub4f1 \ubd84\uc57c\uc5d0\uc11c ALM \uae30\ub2a5\uc744 \ub354\uc6b1 \uac15\ud654\ud569\ub2c8\ub2e4. \ubbf8\uad6d \uc5f0\ubc29 \uc815\ubd80\uc758 FedRAMP \ubc0f \uce90\ub098\ub2e4\uc758 \ub514\uc9c0\ud138 \ucc44\ud0dd \ud504\ub85c\uadf8\ub7a8\uacfc \uac19\uc740 \uc5f0\ubc29 \ud504\ub85c\uadf8\ub7a8\uc740 \uae30\uc5c5 \ud604\ub300\ud654\ub97c \uac00\uc18d\ud654\ud558\uace0 \uc788\uc73c\uba70, IoT \ubc0f \uc790\ub3d9\ud654\uc5d0 \ub300\ud55c \ud22c\uc790\ub294 \uac15\ub825\ud55c ALM \ub3c4\uad6c\uc5d0 \ub300\ud55c \ud544\uc694\uc131\uc744 \ub354\uc6b1 \ub192\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ubbf8\uad6d \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798 \uc0b0\uc5c5\uc740 \ub514\uc9c0\ud138 \ubcf5\uc7a1\uc131\uc774 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ucd5c\uc801\ud654\uc640 \uaddc\uc815 \uc900\uc218 \uc720\uc9c0 \uc704\ud574 ALM \uc194\ub8e8\uc158\uc744 \ub3c4\uc785\ud588\uc2b5\ub2c8\ub2e4. \ubbf8\uad6d \uae30\ubc18 IT \uc81c\uacf5\uc5c5\uccb4\ub294 \uc18c\ub9e4\uc5c5\uccb4\uc758 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubc30\ud3ec\ub97c \uc790\ub3d9\ud654\ud558\uae30 \uc704\ud574 Rocket ALM\uc744 \ud65c\uc6a9\ud574 \ud6a8\uc728\uc131\uacfc \ubcf4\uc548\uc744 \ud655\ubcf4\ud588\uc2b5\ub2c8\ub2e4. AI\uc640 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud604\ub300\ud654\uc5d0 \ub300\ud55c \uc9c0\uc18d\uc801\uc778 \ud22c\uc790\ub85c \ubd81\ubbf8 \uc9c0\uc5ed\uc5d0\uc11c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac\ub97c \uc704\ud574 ALM \uc194\ub8e8\uc158\uc740 \ud544\uc218\uc801\uc77c \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h3>\uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5 \ucd5c\uadfc \ub3d9\ud5a5<\/h3>\n<ul>\n<li>2024\ub144 12\uc6d4, Atlassian Corporation\uacfc AWS\ub294 \ud074\ub77c\uc6b0\ub4dc \uc804\ud658 \uac00\uc18d\ud654\uc640 \uae30\uc5c5 \uace0\uac1d\uc744 \uc704\ud55c \uace0\uae09 AI \ubc0f \ubcf4\uc548 \uae30\ub2a5 \uc81c\uacf5\uc744 \ubaa9\ud45c\ub85c \ub2e4\ub144\uac04\uc758 \uc804\ub7b5\uc801 \ud611\ub825 \ud611\uc57d(SCA)\uc744 \ubc1c\ud45c\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ud611\ub825\uc740 \uac1c\ubc1c\uc790\uac00 AWS \uc11c\ube44\uc2a4\ub97c Atlassian\uc758 Forge \ud50c\ub7ab\ud3fc\uacfc \ud568\uaed8 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc591\uc0ac\ub294 AWS \ud601\uc2e0 \uae30\uc220, \ud2b9\ud788 Amazon Bedrock\uacfc \uac19\uc740 \uc0dd\uc131\ud615 AI\ub97c \uc571 \uac1c\ubc1c \ubc0f \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uc194\ub8e8\uc158\uc5d0 \uc801\uc6a9\ud558\ub294 \ubc29\uc548\uc744 \ud0d0\uc0c9\ud560 \uc608\uc815\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<ul>\n<li>2024\ub144 12\uc6d4, OpenText\ub294 Secure Code Warrior\uc640 \ud30c\ud2b8\ub108\uc2ed\uc744 \uccb4\uacb0\ud574 \ub3d9\uc0ac\uc758 \ub3d9\uc801 \ud559\uc2b5 \ud50c\ub7ab\ud3fc\uc744 OpenText Fortify \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubcf4\uc548 \uc81c\ud488\uad70\uc5d0 \ud1b5\ud569\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ud30c\ud2b8\ub108\uc2ed\uc740 \uac1c\ubc1c\uc790\uac00 \uc2e4\uc2dc\uac04 \uad50\uc721\uc744 \ud1b5\ud574 \uc548\uc804\ud55c \ucf54\ub529 \uae30\uc220\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uace0, \uc704\ud5d8\uc744 \uc904\uc774\uba70, \ucde8\uc57d\uc810\uc744 \uc2e0\uc18d\ud788 \uc2dd\ubcc4 \ubc0f \ud574\uacb0\ud574 \uace0\uac1d\uacfc\uc758 \uc2e0\ub8b0\ub97c \uac15\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uac83\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<ul>\n<li>2024\ub144 12\uc6d4, PTC\ub294 Microsoft\uc640 Volkswagen Group\uacfc \ud611\ub825\ud574 PTC Codebeamer \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac(ALM) \uc194\ub8e8\uc158\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uc0dd\uc131\ud615 \uc778\uacf5\uc9c0\ub2a5(AI) \ucf54\ud30c\uc77c\ub7ff\uc744 \uac1c\ubc1c\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<ul>\n<li>2024\ub144 9\uc6d4, Tricentis\ub294 SAP\uc640 \ud611\ub825\ud558\uc5ec \uace0\uae09 \ud1b5\ud569 \ubc0f AI \uae30\ub2a5\uc744 \uac15\ud654\ud574 SAP S\/4HANA Cloud\uc758 \ucc44\ud0dd\uc744 \ud655\ub300\ud558\uae30 \uc704\ud574 \ud611\ub825\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ud611\ub825\uc740 Tricentis\uc758 SAP Cloud ALM\uacfc\uc758 \ud1b5\ud569\uc744 \uac15\ud654\ud574 \ud14c\uc2a4\ud2b8 \uc790\ub3d9\ud654 \uc194\ub8e8\uc158\uc744 \ud1b5\ud574 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074\uc744 \uac04\uc18c\ud654\ud568\uc73c\ub85c\uc368 \uace0\uac1d \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. \uc591\uc0ac\uc758 \uacb0\ud569\ub41c \uc5ed\ub7c9\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uc804\uccb4\ub97c \uad00\ub9ac\ud558\ub294 \ud1b5\ud569\ub41c \uc811\uadfc \ubc29\uc2dd\uc744 \uc81c\uacf5\ud574 SAP \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ud488\uc9c8 \ud5a5\uc0c1\uacfc \ube60\ub978 \ubc30\ud3ec\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>\uc8fc\uc694 \uc2dc\uc7a5 \ud50c\ub808\uc774\uc5b4<\/h3>\n<p><b><strong>\uc0c1\uc704 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5 \uae30\uc5c5 \ubaa9\ub85d<\/strong><\/b><\/p>\n<p>\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5\uc740 \uba87\uba87 \uc8fc\uc694 \uae30\uc5c5\uc774 \uc9c0\uc5ed\uc801 \uc874\uc7ac\uac10\uc744 \ubc14\ud0d5\uc73c\ub85c \uc2dc\uc7a5\uc744 \uc8fc\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5\uc758 \uc8fc\uc694 \uae30\uc5c5\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<p>Microsoft (US)<br \/>\nAtlassian (Australia)<br \/>\nIBM (US)<br \/>\nOpenText (Canada)<br \/>\nBroadcom (US)<br \/>\nSiemens (Germany)<br \/>\nPTC (US)<br \/>\nSAP (Germany)<br \/>\nHCLTech (India)<br \/>\nDassault Syst\u00e8mes (France)<br \/>\nBMC Software (US)<br \/>\nRocket Software (US)<br \/>\nDigital.ai (US)<br \/>\nPerforce (US)<br \/>\nAnsys (US)<br \/>\nMicrogenesis (India)<br \/>\nReQtest (Sweden)<br \/>\nNimblework (US)<br \/>\nKovair Software (US)<br \/>\nJama Software (US)<br \/>\nInflectra (US)<br \/>\nEnalean (France)<br \/>\nOriginal Software (UK)<br \/>\nPractitest (Israel)<br \/>\nOrcanos (Israel)<br \/>\nNovalys (France)<br \/>\nVisure Solutions (US)<br \/>\nTechExcel (US)<br \/>\nTestRail (Germany)<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-23266\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-151517.png\" alt=\"\" width=\"948\" height=\"742\" srcset=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-151517.png 948w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-151517-300x235.png 300w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-151517-768x601.png 768w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-151517-230x180.png 230w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-151517-350x274.png 350w, https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-07-151517-480x376.png 480w\" sizes=\"(max-width: 948px) 100vw, 948px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h4><b>\ubaa9\ucc28<\/b><\/h4>\n<p><b><strong>\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<p><b>\uc81c\ubaa9<\/b><\/p>\n<p><b>\ud398\uc774\uc9c0 \ubc88\ud638<\/b><\/p>\n<p><b>\uc18c\uac1c<\/b><\/p>\n<p><b>1<\/b><\/p>\n<ul>\n<li><b>1.1 \uc5f0\uad6c \ubaa9\uc801<\/b><\/li>\n<li><b>1.2 \uc2dc\uc7a5 \uc815\uc758<\/b><\/li>\n<li><b>1.3 \uc2dc\uc7a5 \ubc94\uc704 \uc2dc\uc7a5 \uc138\ubd84\ud654 \uc9c0\uc5ed \ud3ec\ud568 \ubc0f \uc81c\uc678 \ub300\uc0c1 \uc5f0\ub3c4<\/b><\/li>\n<li><b>1.4 \ud1b5\ud654 \uae30\uc900<\/b><\/li>\n<li><b>1.5 \uc774\ud574\uad00\uacc4\uc790<\/b><\/li>\n<li><b>1.6 \ubcc0\uacbd \uc0ac\ud56d \uc694\uc57d<\/b><\/li>\n<\/ul>\n<p><b>\uc5f0\uad6c \ubc29\ubc95\ub860<\/b><\/p>\n<p><b>2<\/b><\/p>\n<ul>\n<li><b>2.1 \uc5f0\uad6c \ub370\uc774\ud130 2\ucc28 \ub370\uc774\ud130 &#8211; 2\ucc28 \ucd9c\ucc98 1\ucc28 \ub370\uc774\ud130 &#8211; \uc804\ubb38\uac00\uc640\uc758 1\ucc28 \uc778\ud130\ubdf0 &#8211; \uc8fc\uc694 1\ucc28 \uc778\ud130\ubdf0 \ucc38\uac00\uc790 \ubaa9\ub85d &#8211; 1\ucc28 \uc778\ud130\ubdf0\uc758 \ubd84\uc11d &#8211; \uc8fc\uc694 \uc0b0\uc5c5 \ud1b5\ucc30\ub825<\/b><\/li>\n<li><b>2.2 \uc2dc\uc7a5 \uaddc\ubaa8 \ucd94\uc815 \uc0c1\ud5a5\uc2dd \uc811\uadfc \ubc29\uc2dd \ud558\ud5a5\uc2dd \uc811\uadfc \ubc29\uc2dd<\/b><\/li>\n<li><b>2.3 \ub370\uc774\ud130 \uc0bc\uac01 \uce21\ub7c9<\/b><\/li>\n<li><b>2.4 \uc5f0\uad6c \uac00\uc815<\/b><\/li>\n<li><b>2.5 \uc704\ud5d8 \ud3c9\uac00<\/b><\/li>\n<li><b>2.6 \uc81c\ud55c \uc0ac\ud56d<\/b><\/li>\n<\/ul>\n<p><b>\uc694\uc57d<\/b><\/p>\n<p><b>3<\/b><\/p>\n<p><b>\ud504\ub9ac\ubbf8\uc5c4 \ud1b5\ucc30\ub825<\/b><\/p>\n<p><b>4<\/b><\/p>\n<ul>\n<li><b>4.1 \uae00\ub85c\ubc8c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5\uc758 \ub9e4\ub825\uc801\uc778 \uae30\ud68c<\/b><\/li>\n<li><b>4.2 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5, \uc81c\uacf5 \uc720\ud615\ubcc4<\/b><\/li>\n<li><b>4.3 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5, \uc0b0\uc5c5\ubcc4<\/b><\/li>\n<li><b>4.4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5, \ud50c\ub7ab\ud3fc\ubcc4<\/b><\/li>\n<li><b>4.5 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5, \ubc30\ud3ec \ubc29\uc2dd\ubcc4<\/b><\/li>\n<li><b>4.6 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5, \uc870\uc9c1 \uaddc\ubaa8\ubcc4<\/b><\/li>\n<li><b>4.7 \ubd81\ubbf8: \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5, \uc8fc\uc694 \uc81c\ud488 \ubc0f \uc0b0\uc5c5\ubcc4<\/b><\/li>\n<\/ul>\n<p><b>\uc2dc\uc7a5 \uac1c\uc694 \ubc0f \uc0b0\uc5c5 \ub3d9\ud5a5<\/b><\/p>\n<p><b>5<\/b><\/p>\n<ul>\n<li><b>5.1 \uc18c\uac1c<\/b><\/li>\n<li><b>5.2 \uc2dc\uc7a5 \ub3d9\ud5a5: \uc131\uc7a5 \uc694\uc778, \uc81c\uc57d \uc694\uc778, \uae30\ud68c, \ub3c4\uc804 \uacfc\uc81c<\/b><\/li>\n<li><b>5.3 \ubb34\uc120 \uad11\ub300\uc5ed\uc758 \uac04\ub7b5\ud55c \uc5ed\uc0ac<\/b><\/li>\n<li><b>5.4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5: \uc0dd\ud0dc\uacc4 \ubd84\uc11d\/\uc2dc\uc7a5 \uc9c0\ub3c4<\/b><\/li>\n<li><b>5.5 \uc0ac\ub840 \uc5f0\uad6c \ubd84\uc11d<\/b><\/li>\n<li><b>5.6 \uac00\uce58\/\uacf5\uae09\ub9dd \ubd84\uc11d<\/b><\/li>\n<li><b>5.7 \uaddc\uc81c \ud658\uacbd \uaddc\uc81c \uae30\uad00, \uc815\ubd80 \uae30\uad00 \ubc0f \uae30\ud0c0 \uc870\uc9c1 &#8211; \ubd81\ubbf8 &#8211; \uc720\ub7fd &#8211; \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 &#8211; \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74 &#8211; \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74 \uc8fc\uc694 \uaddc\uc81c \uc0ac\ud56d<\/b><\/li>\n<li><b>5.8 \uac00\uaca9 \ubd84\uc11d \uc8fc\uc694 \uc5c5\uccb4\ubcc4 \ud3c9\uade0 \ud310\ub9e4 \uac00\uaca9 \ucd94\uc138, \ubc30\ud3ec \ubc29\uc2dd\ubcc4, 2024\ub144 \uc608\uc0c1 \uac00\uaca9 \ubd84\uc11d, \uc81c\ud488\ubcc4, 2024<\/b><\/li>\n<li><b>5.9 \uae30\uc220 \ubd84\uc11d \uc8fc\uc694 \uae30\uc220 &#8211; \uc778\uacf5\uc9c0\ub2a5 \ubc0f \uae30\uacc4 \ud559\uc2b5 (AI\/ML)- \ube14\ub85d\uccb4\uc778 \ubc0f \ub370\ube0c\uc139\uc635\uc2a4 \ubcf4\uc644 \uae30\uc220 &#8211; \uc5e3\uc9c0 \ucef4\ud4e8\ud305 &#8211; \uc0ac\ubb3c\uc778\ud130\ub137 (IoT) \uc778\uc811 \uae30\uc220 &#8211; \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305 &#8211; API \uad00\ub9ac &#8211; \ub514\uc9c0\ud138 \ud2b8\uc708 \ubc0f \uc2dc\ubbac\ub808\uc774\uc158 &#8211; \ud655\uc7a5 \ud604\uc2e4<\/b><\/li>\n<li><b>5.10 \ud2b9\ud5c8 \ubd84\uc11d \uc8fc\uc694 \ud2b9\ud5c8 \ubaa9\ub85d<\/b><\/li>\n<li><b>5.11 \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<li><b>5.12 \uace0\uac1d\uc758 \ube44\uc988\ub2c8\uc2a4\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \ud2b8\ub80c\ub4dc\/\ud30c\uad34\uc801 \ud601\uc2e0<\/b><\/li>\n<li><b>5.13 \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<li><b>5.14 \uc8fc\uc694 \ucee8\ud37c\ub7f0\uc2a4 \ubc0f \ud589\uc0ac, 2025-2026<\/b><\/li>\n<li><b>5.15 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5 \uae30\uc220 \ub85c\ub4dc\ub9f5 \ub2e8\uae30 \ub85c\ub4dc\ub9f5 (2025\u20132026) \uc911\uae30 \ub85c\ub4dc\ub9f5 (2027\u20132028) \uc7a5\uae30 \ub85c\ub4dc\ub9f5 (2029\u20132030)<\/b><\/li>\n<li><b>5.16 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc194\ub8e8\uc158 \uad6c\ud604\uc744 \uc704\ud55c \ucd5c\uc120\uc758 \uc2e4\ucc9c \ubc29\ubc95<\/b><\/li>\n<li><b>5.17 \ud604\uc7ac \ubc0f \uc2e0\ud765 \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378<\/b><\/li>\n<li><b>5.18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac\uc5d0 \uc0ac\uc6a9\ub418\ub294 \ub3c4\uad6c, \ud504\ub808\uc784\uc6cc\ud06c \ubc0f \uae30\uc220<\/b><\/li>\n<li><b>5.19 AI\/GEN AI\uac00 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5<\/b><\/li>\n<li><b>5.20 \ud22c\uc790 \ubc0f \uc790\uae08 \uc870\ub2ec \uc2dc\ub098\ub9ac\uc624<\/b><\/li>\n<\/ul>\n<p><b>\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5 \uaddc\ubaa8, \uc81c\uacf5 \uc720\ud615\ubcc4<\/b><\/p>\n<p><b>6<\/b><\/p>\n<ul>\n<li><b>6.1 \uc18c\uac1c \uc81c\uacf5: \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n<li><b>6.2 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc694\uad6c\uc0ac\ud56d \uad00\ub9ac \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uad6c\uc131 \ubc0f \ubcc0\uacbd \uad00\ub9ac \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c \uad00\ub9ac \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud14c\uc2a4\ud2b8 \ubc0f \ud488\uc9c8 \ubcf4\uc99d \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ucd9c\uc2dc \ubc0f \ubc30\ud3ec \uad00\ub9ac \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc720\uc9c0\ubcf4\uc218<\/b><\/li>\n<li><b>6.3 \uc11c\ube44\uc2a4 \uc804\ubb38 \uc11c\ube44\uc2a4- \ucee8\uc124\ud305- \ubc30\ud3ec \ubc0f \ud1b5\ud569- \uc9c0\uc6d0 \ubc0f \uc720\uc9c0 \uad00\ub9ac \uad00\ub9ac \uc11c\ube44\uc2a4<\/b><\/li>\n<\/ul>\n<p><b>\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5 \uaddc\ubaa8, \ud50c\ub7ab\ud3fc\ubcc4<\/b><\/p>\n<p><b>7<\/b><\/p>\n<ul>\n<li><b>7.1 \uc18c\uac1c \ud50c\ub7ab\ud3fc: \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n<li><b>7.2 \uc6f9 \uae30\ubc18 ALM<\/b><\/li>\n<li><b>7.3 \ubaa8\ubc14\uc77c \uae30\ubc18 ALM<\/b><\/li>\n<li><b>7.4 \uae30\ud0c0 ALM \ud50c\ub7ab\ud3fc (\ub370\uc2a4\ud06c\ud1b1, \uc784\ubca0\ub514\ub4dc, \uae30\uc5c5 \uc18c\ud504\ud2b8\uc6e8\uc5b4)<\/b><\/li>\n<\/ul>\n<p><b>ALM \ub3c4\uad6c \uce74\ud14c\uace0\ub9ac\ubcc4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5 \uaddc\ubaa8<\/b><\/p>\n<p><b>8<\/b><\/p>\n<ul>\n<li><b>8.1 \uc18c\uac1c ALM \ub3c4\uad6c \uce74\ud14c\uace0\ub9ac: \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n<li><b>8.2 \uc5d4\ud130\ud504\ub77c\uc774\uc988 ALM \uc2a4\uc704\ud2b8 (\uc5d4\ub4dc\ud22c\uc5d4\ub4dc \uc194\ub8e8\uc158)<\/b><\/li>\n<li><b>8.3 \uc560\uc790\uc77c \ubc0f \ub370\ube0c\uc635\uc2a4 \uc911\uc2ec ALM \ub3c4\uad6c<\/b><\/li>\n<li><b>8.4 \uc624\ud508\uc18c\uc2a4 ALM \ub3c4\uad6c<\/b><\/li>\n<li><b>8.5 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 ALM \uc194\ub8e8\uc158<\/b><\/li>\n<\/ul>\n<p><b>\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5 \uaddc\ubaa8, \ubc30\ud3ec \ubc29\uc2dd\ubcc4<\/b><\/p>\n<p><b>9<\/b><\/p>\n<ul>\n<li><b>9.1 \uc18c\uac1c \ubc30\ud3ec \ubc29\uc2dd: \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n<li><b>9.2 \uc628\ud504\ub808\ubbf8\uc2a4<\/b><\/li>\n<li><b>9.3 \ud074\ub77c\uc6b0\ub4dc \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5 \uaddc\ubaa8, \uc870\uc9c1 \uaddc\ubaa8\ubcc4<\/b><\/li>\n<\/ul>\n<p><b>\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5 \uaddc\ubaa8, \uc870\uc9c1 \uaddc\ubaa8\ubcc4<\/b><\/p>\n<p><b>10<\/b><\/p>\n<ul>\n<li><b>10.1 \uc18c\uac1c \uc870\uc9c1 \uaddc\ubaa8: \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n<li><b>10.2 \ub300\uaddc\ubaa8 \uae30\uc5c5<\/b><\/li>\n<li><b>10.3 \uc911\uc18c\uae30\uc5c5<\/b><\/li>\n<\/ul>\n<p><b>\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5 \uaddc\ubaa8, \uc218\uc9c1\ubcc4<\/b><\/p>\n<p><b>11<\/b><\/p>\n<ul>\n<li><b>11.1 \uc18c\uac1c \uc218\uc9c1: \uc2dc\uc7a5 \ub3d9\uc778<\/b><\/li>\n<li><b>11.2 IT \ubc0f \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c<\/b><\/li>\n<li><b>11.3 \ud1b5\uc2e0<\/b><\/li>\n<li><b>11.4 BFSI<\/b><\/li>\n<li><b>11.5 \uc758\ub8cc \ubc0f \uc0dd\uba85 \uacfc\ud559<\/b><\/li>\n<li><b>11.6 \ud56d\uacf5\uc6b0\uc8fc \ubc0f \ubc29\uc704<\/b><\/li>\n<li><b>11.7 \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798<\/b><\/li>\n<li><b>11.8 \uc790\ub3d9\ucc28 \ubc0f \uc81c\uc870\uc5c5<\/b><\/li>\n<li><b>11.9 \ubbf8\ub514\uc5b4 \ubc0f \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8<\/b><\/li>\n<li><b>11.10 \uae30\ud0c0 \uc0b0\uc5c5 \ubd84\uc57c (\uc5d0\ub108\uc9c0 \ubc0f \uc720\ud2f8\ub9ac\ud2f0, \uc815\ubd80 \ubc0f \uacf5\uacf5 \ubd80\ubb38)<\/b><\/li>\n<\/ul>\n<p><b>\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc2dc\uc7a5 \uaddc\ubaa8, \uc9c0\uc5ed\ubcc4<\/b><\/p>\n<p><b>12<\/b><\/p>\n<ul>\n<li><b>12.1 \uc18c\uac1c<\/b><\/li>\n<li><b>12.2 \ubd81\ubbf8 \ubd81\ubbf8\uc758 \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \ubbf8\uad6d \uce90\ub098\ub2e4<\/b><\/li>\n<li><b>12.3 \uc720\ub7fd \uc720\ub7fd\uc758 \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \uc601\uad6d \ub3c5\uc77c \ud504\ub791\uc2a4 \uc2a4\ud398\uc778 \uc774\ud0c8\ub9ac\uc544 \ubd81\uc720\ub7fd \uae30\ud0c0 \uc720\ub7fd<\/b><\/li>\n<li><b>12.4 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591\uc758 \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \uc911\uad6d \uc77c\ubcf8 \uc778\ub3c4 \ud638\uc8fc \ubc0f \ub274\uc9c8\ub79c\ub4dc \ud55c\uad6d \ub3d9\ub0a8\uc544\uc2dc\uc544 \uae30\ud0c0 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591<\/b><\/li>\n<li><b>12.5 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74\uc758 \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \uc544\ub78d\uc5d0\ubbf8\ub9ac\ud2b8 \uc0ac\uc6b0\ub514\uc544\ub77c\ube44\uc544 \uce74\ud0c0\ub974 \ub0a8\uc544\ud504\ub9ac\uce74\uacf5\ud654\uad6d \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74 \ub098\uba38\uc9c0 \uc9c0\uc5ed<\/b><\/li>\n<li><b>12.6 \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74 \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74\uc758 \uac70\uc2dc\uacbd\uc81c \uc804\ub9dd \ube0c\ub77c\uc9c8 \uba55\uc2dc\ucf54 \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74 \ub098\uba38\uc9c0 \uc9c0\uc5ed<\/b><\/li>\n<\/ul>\n<p><b>\uacbd\uc7c1 \ud658\uacbd<\/b><\/p>\n<p><b>13<\/b><\/p>\n<ul>\n<li><b>13.1 \uc8fc\uc694 \ud50c\ub808\uc774\uc5b4 \uc804\ub7b5\/\uc2b9\ub9ac \uc694\uc778<\/b><\/li>\n<li><b>13.2 \uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d \uc2dc\uc7a5 \uc21c\uc704 \ubd84\uc11d<\/b><\/li>\n<li><b>13.3 \ub9e4\ucd9c \ubd84\uc11d<\/b><\/li>\n<li><b>13.4 \uae30\uc5c5 \ud3c9\uac00 \ub9e4\ud2b8\ub9ad\uc2a4: \uc8fc\uc694 \uae30\uc5c5, 2023\ub144 \uc2a4\ud0c0 \uae30\uc5c5, \uc2e0\ud765 \ub9ac\ub354, \uc8fc\uc694 \uae30\uc5c5, \ucc38\uc5ec \uae30\uc5c5 \uae30\uc5c5 \ubc1c\uc790\uad6d: \uc8fc\uc694 \ud50c\ub808\uc774\uc5b4, 2023- \uae30\uc5c5 \ubc1c\uc790\ucde8- \uc9c0\uc5ed \ubc1c\uc790\ucde8- \uc81c\ud488 \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ubc1c\uc790\ucde8- \ud50c\ub7ab\ud3fc \ubc1c\uc790\ucde8- \uc0b0\uc5c5\ubcc4 \ubc1c\uc790\ucde8<\/b><\/li>\n<li><b>13.5 \uae30\uc5c5 \ud3c9\uac00 \ub9e4\ud2b8\ub9ad\uc2a4: \uc2a4\ud0c0\ud2b8\uc5c5\/\uc911\uc18c\uae30\uc5c5, 2023 \uc9c4\ubcf4\uc801 \uae30\uc5c5 \ubc18\uc751\ud615 \uae30\uc5c5 \uc5ed\ub3d9\uc801 \uae30\uc5c5 \ucd9c\ubc1c \ub2e8\uacc4 \uae30\uc5c5 \uacbd\uc7c1 \ubca4\uce58\ub9c8\ud0b9: \uc2a4\ud0c0\ud2b8\uc5c5\/\uc911\uc18c\uae30\uc5c5, 2023 &#8211; \uc8fc\uc694 \uc2a4\ud0c0\ud2b8\uc5c5\/\uc911\uc18c\uae30\uc5c5 \uc0c1\uc138 \ubaa9\ub85d &#8211; \uc8fc\uc694 \uc2a4\ud0c0\ud2b8\uc5c5\/\uc911\uc18c\uae30\uc5c5 \uacbd\uc7c1 \ubca4\uce58\ub9c8\ud0b9<\/b><\/li>\n<li><b>13.6 \uacbd\uc7c1 \ud658\uacbd \ubc0f \ud2b8\ub80c\ub4dc \uc81c\ud488 \ucd9c\uc2dc \uac70\ub798 \uae30\ud0c0<\/b><\/li>\n<li><b>13.7 \ube0c\ub79c\ub4dc\/\uc81c\ud488 \ube44\uad50<\/b><\/li>\n<li><b>13.8 \ud575\uc2ec \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc81c\uacf5\uc5c5\uccb4\uc758 \uae30\uc5c5 \uac00\uce58 \ud3c9\uac00 \ubc0f \uc7ac\ubb34 \uc9c0\ud45c<\/b><\/li>\n<\/ul>\n<p><b>\uae30\uc5c5 \ud504\ub85c\ud544<\/b><\/p>\n<p><b>14<\/b><\/p>\n<ul>\n<li><b>14.1 \uc18c\uac1c<\/b><\/li>\n<li><b>14.2 \uc8fc\uc694 \uc5c5\uccb4<\/b><\/li>\n<li>\n<div class=\"bullets\">\u00a0PTC<\/div>\n<div class=\"bulletsList\">&#8211; Business and Financial overview<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bulletsList\">&#8211; MNM View<\/div>\n<div class=\"bullets\">\u00a0OPENTEXT<\/div>\n<div class=\"bulletsList\">&#8211; Business and Financial Overview<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bulletsList\">&#8211; MNM View<\/div>\n<div class=\"bullets\">\u00a0ATLASSIAN<\/div>\n<div class=\"bulletsList\">&#8211; Business and Financial Overview<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bulletsList\">&#8211; MNM View<\/div>\n<div class=\"bullets\">\u00a0SIEMENS<\/div>\n<div class=\"bulletsList\">&#8211; Business and Financial Overview<\/div>\n<div class=\"bulletsList\">&#8211; Recent Developments<\/div>\n<div class=\"bulletsList\">&#8211; MNM View<\/div>\n<div class=\"bullets\">\u00a0BROADCOM<\/div>\n<div class=\"bulletsList\">&#8211; Business and Financial Overview<\/div>\n<div class=\"bulletsList\">&#8211; Recent Developments<\/div>\n<div class=\"bulletsList\">&#8211; MnM View<\/div>\n<div class=\"bullets\">\u00a0SAP<\/div>\n<div class=\"bulletsList\">&#8211; Business and Financial Overview<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bullets\">\u00a0MICROSOFT<\/div>\n<div class=\"bulletsList\">&#8211; Business and Financial Overview<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bullets\">\u00a0IBM<\/div>\n<div class=\"bulletsList\">&#8211; Business and Financial Overview<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bullets\">\u00a0HCLTECH<\/div>\n<div class=\"bulletsList\">&#8211; Business and Financial Overview<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bullets\">\u00a0BMC<\/div>\n<div class=\"bulletsList\">&#8211; Business and Financial Overview<\/div>\n<div class=\"bulletsList\">&#8211; Recent developments<\/div>\n<div class=\"bullets\">\u00a0ROCKET SOFTWARE<\/div>\n<div class=\"bullets\">\u00a0DIGITAL.AI<\/div>\n<div class=\"bullets\">\u00a0PERFORCE<\/div>\n<div class=\"bullets\">\u00a0ANSYS<\/div>\n<div class=\"bullets\">\u00a0DASSAULT SYSTEMES<\/div>\n<\/li>\n<li>\n<div class=\"bulletsHead\">14.3 STARTUPS\/SMES<\/div>\n<div class=\"bullets\">\u00a0MICROGENESIS<\/div>\n<div class=\"bullets\">\u00a0REQTEST<\/div>\n<div class=\"bullets\">\u00a0NIMBLEWORK<\/div>\n<div class=\"bullets\">\u00a0KOVAIR SOFTWARE<\/div>\n<div class=\"bullets\">\u00a0JAMA SOFTWARE<\/div>\n<div class=\"bullets\">\u00a0INFLECTRA<\/div>\n<div class=\"bullets\">\u00a0ENALEAN<\/div>\n<div class=\"bullets\">\u00a0ORIGNAL SOFTWARE<\/div>\n<div class=\"bullets\">\u00a0PRACTITEST<\/div>\n<div class=\"bullets\">\u00a0ORCANOS<\/div>\n<div class=\"bullets\">\u00a0NOVALYS<\/div>\n<div class=\"bullets\">\u00a0VISURE SOLUTIONS<\/div>\n<div class=\"bullets\">\u00a0TECHEXCEL<\/div>\n<div class=\"bullets\">\u00a0TESTRAIL<\/div>\n<\/li>\n<\/ul>\n<p><b>\uc778\uc811 \ubc0f \uad00\ub828 \uc2dc\uc7a5<\/b><\/p>\n<p><b>15<\/b><\/p>\n<ul>\n<li><b>15.1 \uc778\uc811 \ubc0f \uad00\ub828 \uc2dc\uc7a5<\/b><\/li>\n<li><b>15.2 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud1b5\ud569 \uc2dc\uc7a5 \uc2dc\uc7a5 \uc815\uc758 \uc2dc\uc7a5 \uac1c\uc694<\/b><\/li>\n<li><b>15.3 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud604\ub300\ud654 \uc11c\ube44\uc2a4 \uc2dc\uc7a5 \uc2dc\uc7a5 \uc815\uc758 \uc2dc\uc7a5 \uac1c\uc694<\/b><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac(ALM) \uc2dc\uc7a5\uc740 2024\ub144 USD 43\uc5b5 5,000\ub9cc \ub2ec\ub7ec\uc5d0\uc11c 2029\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR) 8.6%\ub85c \uc131\uc7a5\ud574 USD 65\uc5b5 8,000\ub9cc \ub2ec\ub7ec\uc5d0 \ub2ec\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc624\ud508\uc18c\uc2a4 \uad6c\uc131 \uc694\uc18c\uc5d0 \ub300\ud55c \uc758\uc874\ub3c4\uac00 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c, \ud3ec\uad04\uc801\uc778 \uc758\uc874\uc131 \ucd94\uc801, \uc790\ub3d9\ud654\ub41c \ubcf4\uc548 \ud328\uce58 \uc801\uc6a9, \ub77c\uc774\uc120\uc2a4 \uc900\uc218 \uad00\ub9ac \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac(ALM) \uc194\ub8e8\uc158\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc774 \uc624\ud508\uc18c\uc2a4 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ud1b5\ud569\ud568\uc5d0 \ub530\ub77c, \uc758\uc874\uc131\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ucde8\uc57d\uc810\uc744 \ud0d0\uc9c0\ud558\uba70 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc548\uc815\uc131\uc744 \uc720\uc9c0\ud558\uba74\uc11c \uc6d0\ud65c\ud55c \uc5c5\ub370\uc774\ud2b8\ub97c \ubcf4\uc7a5\ud558\uae30 \uc704\ud55c \ub3c4\uad6c\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \ub610\ud55c ALM \uc194\ub8e8\uc158\uc740 \uc624\ud508\uc18c\uc2a4 \ub77c\uc774\uc120\uc2a4 \uc870\uac74\uc744 \uac15\uc81c \uc801\uc6a9\ud558\uc5ec \ubc95\uc801 \uc704\ud5d8\uc744 \uc644\ud654\ud558\uace0 \uc9c0\uc801 \uc7ac\uc0b0\uad8c \uaddc\uc815\uc744 \uc900\uc218\ud558\ub3c4\ub85d \ub3d5\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-23264","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\/23264"}],"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=23264"}],"version-history":[{"count":0,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/posts\/23264\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/media?parent=23264"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/categories?post=23264"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.globalresearch.co.kr\/insight\/wp-json\/wp\/v2\/tags?post=23264"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}