{"id":73993,"date":"2026-05-07T12:58:46","date_gmt":"2026-05-07T20:58:46","guid":{"rendered":"https:\/\/www.sumologic.com\/blog\/ai-soc-vs-%ed%99%94%ec%9d%b4%ed%8a%b8%eb%b0%95%ec%8a%a4-ai-%eb%b8%94%eb%9e%99%eb%b0%95%ec%8a%a4%ea%b0%80-%ed%98%84%ec%8b%a4-%ec%84%b8%ea%b3%84%ec%97%90%ec%84%9c-%ec%8b%a4%ed%8c%a8%ed%95%98%eb%8a%94"},"modified":"2026-05-28T07:30:11","modified_gmt":"2026-05-28T15:30:11","slug":"ai-soc-vs-white-box-ai-why-black-boxes-fail-in-the-real-world","status":"publish","type":"blog","link":"https:\/\/www.sumologic.com\/ko\/blog\/ai-soc-vs-white-box-ai-why-black-boxes-fail-in-the-real-world","title":{"rendered":"AI SOC vs. \ud654\uc774\ud2b8\ubc15\uc2a4 AI: \ube14\ub799\ubc15\uc2a4\uac00 \ud604\uc2e4 \uc138\uacc4\uc5d0\uc11c \uc2e4\ud328\ud558\ub294 \uc774\uc720"},"content":{"rendered":"\n<section class=\"e-stn e-stn-0d652506f82b000a392973813b918ee25d5b4211 e-stn--glossary-inner-content e-stn--table-of-content\"><div class=\"container\">\n<div class=\"wp-block-b3rg-row e-row row\">\n<div class=\"wp-block-b3rg-column e-col e-col-1f7b3997080fc292474d26ff00c905d99d3520fa e-col--content-wrapper  col-sm-12 col-lg-12 col-xl-12\">\n<div class=\"e-div e-div-a1b32f66e1749758df41d5aea14f647cd10e362c e-div--card-btn-link\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"200\" src=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/3-2.png\" alt=\"\" class=\"wp-image-73332\" title=\"\" srcset=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/3-2.png 900w, https:\/\/www.sumologic.com\/wp-content\/uploads\/3-2-300x67.png 300w, https:\/\/www.sumologic.com\/wp-content\/uploads\/3-2-768x171.png 768w, https:\/\/www.sumologic.com\/wp-content\/uploads\/3-2-575x128.png 575w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\ubaa8\ub4e0 \uac83\uc744 \uc790\uc728\ud654\ud558\uaca0\ub2e4\uace0 \uc57d\uc18d\ud558\ub294 &#8220;AI SOC&#8221; \uc2a4\ud0c0\ud2b8\uc5c5\uc774 \uc810\uc810 \ub298\uc5b4\ub098\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub4e4\uc740 \uacbd\uace0\ub97c \ubd84\ub958\ud558\uace0, \uc704\ud611\uc744 \uc870\uc0ac\ud558\uba70, \uc2ec\uc9c0\uc5b4 \ud50c\ub808\uc774\ubd81\uae4c\uc9c0 \uc2e4\ud589\ud569\ub2c8\ub2e4. \ubc84\ud2bc \ud558\ub098\ub9cc \ub204\ub974\uba74 \uae30\uacc4\uac00 \uc54c\uc544\uc11c \uc77c\uc744 \ucc98\ub9ac\ud574 \uc8fc\uace0, \ub9c8\ubc95 \uac19\uc740 \uc21c\uac04\uc744 \uc990\uae38 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubb54\uac00 \uace0\uc7a5 \ub098\uae30 \uc804\uae4c\uc9c0\ub294 \uc544\uc8fc \uc88b\uac8c \ub4e4\ub9bd\ub2c8\ub2e4. \uadf8\ub7ec\uba74 \ubcf4\uc548 \ub2f4\ub2f9\uc790\ubfd0 \uc544\ub2c8\ub77c \ubaa8\ub4e0 \uc0ac\ub78c\uc774 \ub611\uac19\uc740 \uc9c8\ubb38\uc744 \ud569\ub2c8\ub2e4. <em>\u201c\uc815\ud655\ud788 \ubb34\uc5c7\uc744 \ud588\ub098\uc694?\u201d<\/em> \uadf8\ub9ac\uace0 \ubc14\ub85c \uadf8\ub54c \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\ub4e4\uc774 \ubd80\ub2f4\uc73c\ub85c \ubc14\ub01d\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"the-problem-with-black-box-ai\">\ube14\ub799\ubc15\uc2a4 AI\uc758 \ubb38\uc81c\uc810<\/h2>\n\n\n\n<p>\uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc \ub300\ubd80\ubd84\uc740 \ube14\ub799\ubc15\uc2a4\uc785\ub2c8\ub2e4. \uc774\ub4e4\uc740 \uc5bb\uc744 \uc218 \uc788\ub294 \ubaa8\ub4e0 \uacf3\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc2f9\uc4f8\uc774\ud558\uace0, \ubd88\ud22c\uba85\ud55c \ucd94\ub860 \uacfc\uc815\uc744 \uac70\uccd0 \uacb0\ub860\uc744 \ub0b4\ub9bd\ub2c8\ub2e4. \uc774\ub54c \uac70\uc758 \ubcf4\uc5ec\uc8fc\uc9c0 \uc54a\ub294 \ubd80\ubd84\uc774 \ubc14\ub85c \uc911\uac04 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc0ac\uace0 \uacfc\uc815, \uc2e4\ud589\ud55c \ucffc\ub9ac, \uc218\uc9d1\ud55c \uc99d\uac70, \uadf8\ub9ac\uace0 \uacb0\uacfc\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce5c \uc798\ubabb\ub41c \uac00\uc815\ub4e4\uc744 \ubcf4\uc5ec\uc8fc\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uadf8\ub798\uc11c AI\uac00 \uc798\ubabb\ub41c \ud310\ub2e8\uc744 \ub0b4\ub838\uc744 \ub54c \ub514\ubc84\uae45\ud558\ub294 \ub300\uc2e0, AI\uac00 \ubb34\uc5c7\uc744 \ucd94\uce21\ud588\ub294\uc9c0 \ub2e4\uc2dc \ucd94\uce21\ud558\uac8c \ub429\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\uadf8\uac8c \ud575\uc2ec \ubb38\uc81c\uc785\ub2c8\ub2e4. \uc778\uacf5\uc9c0\ub2a5\uc740 \ud655\ub960\uc801\uc73c\ub85c \uc791\ub3d9\ud569\ub2c8\ub2e4. \uc9c4\uc2e4\uc5d0 \uadfc\uac70\ud558\ub294 \ub300\uc2e0, \uac00\ub2a5\uc131\uc5d0 \uadfc\uac70\ud574 \ub3d9\uc791\ud569\ub2c8\ub2e4. \uac00\uc124\uc744 \uc138\uc6b0\ub294\ub370, \ub54c\ub85c\ub294 \ub9e4\uc6b0 \uc801\uc808\ud560 \ub54c\ub3c4 \uc788\uc9c0\ub9cc, \ub2e4\ub978 \ub54c\uc5d0\ub294 \uc644\uc804\ud788 \ube57\ub098\uac08 \ub54c\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\uadf8\ub7ec\ub098 \uac00\uc124\uc740 \uc2e4\uc81c\uc774\uba74\uc11c \uacb0\uc815\ub860\uc801\uc778 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uac80\uc99d\ud560 \ub54c\ub9cc \uc720\uc6a9\ud574\uc9d1\ub2c8\ub2e4. \uc989, \ucffc\ub9ac\ub97c \uc2e4\ud589\ud558\uace0, \ub85c\uadf8\ub97c \uac00\uc838\uc624\uace0, \ucee8\ud14d\uc2a4\ud2b8\ub97c \ud655\uc778\ud558\uace0, \ubc29\ud5a5\uc744 \uc870\uc815\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc778\uacf5\uc9c0\ub2a5\uc774 \uc774\ub97c \uc2e0\uc18d\ud558\uace0 \ud22c\uba85\ud558\uac8c \ucc98\ub9ac\ud558\uc9c0 \ubabb\ud558\uba74, \uc9c0\ub2a5\ucc98\ub7fc \ubcf4\uc774\ub294 \uc18c\uc74c\uc5d0 \ubd88\uacfc\ud574\uc9d1\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"architecture-determines-your-ai-soc\">\uc544\ud0a4\ud14d\ucc98\uac00 AI SOC\ub97c \uacb0\uc815\ud569\ub2c8\ub2e4<\/h2>\n\n\n\n<p>\uc5ec\uae30\uc11c\ubd80\ud130\ub294 \uc544\ud0a4\ud14d\ucc98\uac00 \uacb0\uacfc\ub97c \uacb0\uc815\ud569\ub2c8\ub2e4. \ud50c\ub7ab\ud3fc\uc774 AI\uc5d0\uac8c \uc5ec\ub7ec \ub370\uc774\ud130 \ub808\uc774\ud06c\uc5d0 \uac78\uccd0 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uace0, \ubaa8\ub4e0 \uac83\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc815\uaddc\ud654\ud558\uba70, \ub290\ub9b0 \ucffc\ub9ac \uacb0\uacfc\ub97c \uae30\ub2e4\ub9ac\ub3c4\ub85d \uc694\uad6c\ud55c\ub2e4\uba74, AI\ub294 \uc720\uc6a9\ud55c \uacb0\uacfc\ub97c \ub3c4\ucd9c\ud560 \ub9cc\ud07c \ucda9\ubd84\ud788 \ube60\ub974\uac8c \ubc18\ubcf5 \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \uc9c0\uc5f0 \uc2dc\uac04\ub9cc\uc73c\ub85c\ub3c4 &#8220;\uc790\uc728\uc801&#8221; \ucd94\ub860\uc774\ub77c\ub294 \uac1c\ub150 \uc790\uccb4\uac00 \ubb34\uc758\ubbf8\ud574\uc9d1\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \uc774\uac83\uc774 \ubc14\ub85c \uc218\ub9ce\uc740 <a href=\"https:\/\/www.sumologic.com\/blog\/ai-soc-still-needs-siem\">AI SOC<\/a> \ub3c4\uad6c\uac00 \ub370\ubaa8\uc5d0\uc11c\ub294 \uc778\uc0c1\uc801\uc73c\ub85c \ubcf4\uc774\uc9c0\ub9cc \uc2e4\uc81c \uc0ac\uace0 \uc0c1\ud669\uc5d0\uc11c\ub294 \uc81c\ub300\ub85c \uc791\ub3d9\ud558\uc9c0 \uc54a\ub294 \uc774\uc720\uc785\ub2c8\ub2e4. <a href=\"https:\/\/www.sumologic.com\/blog\/data-layer-ai-race-architecture-advantage\">\uc774\ub4e4 \ub3c4\uad6c\ub294 \uc560\ucd08\uc5d0 \uc774 \uc791\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc9c0 \uc54a\uc740 \ub370\uc774\ud130 \ub808\uc774\uc5b4\uc5d0 \uc758\uc874\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"the-white-box-approach\">\ud654\uc774\ud2b8\ubc15\uc2a4 \uc811\uadfc\ubc95<\/h2>\n\n\n\n<p>\ub300\uc548\uc740 \ud654\uc774\ud2b8\ubc15\uc2a4 \uc811\uadfc \ubc29\uc2dd\uc785\ub2c8\ub2e4. \ucd94\ub860 \uacfc\uc815\uc744 \uc228\uae30\ub294 \ub300\uc2e0, \ub4dc\ub7ec\ub0c5\ub2c8\ub2e4. \uc778\uacf5\uc9c0\ub2a5\uc758 \uac00\uc124\ubd80\ud130 \uc774\ub97c \uac80\uc99d\ud558\uae30 \uc704\ud574 \uc2e4\ud589\ud558\ub294 \ucffc\ub9ac, \uadf8\ub9ac\uace0 \uadf8 \uac00\uc124\uc744 \ub4b7\ubc1b\uce68\ud558\uac70\ub098 \ubc18\ubc15\ud558\ub294 \uacb0\uacfc\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ubaa8\ub4e0 \ub2e8\uacc4\ub97c \ud655\uc778\ud558\uace0 \uac80\ud1a0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc778\uacf5\uc9c0\ub2a5\uc774 \uc65c \uadf8\ub7f0 \ud589\ub3d9\uc744 \ud588\ub294\uc9c0 \uad81\uae08\ud574\ud560 \ud544\uc694\uac00 \uc5c6\uc2b5\ub2c8\ub2e4. \uadf8 \ud589\ub3d9\uc5d0 \uc774\ub974\uac8c \ub41c \ucd94\ub860\uc758 \uc5f0\uc1c4\ub97c \uc9c1\uc811 \ud655\uc778\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc774\ub807\uac8c \ub418\uba74 \uc774 \uc2dc\uc2a4\ud15c\uc740 \uac10\uc0ac\ud558\uace0, \uc218\uc815\ud558\uace0, \uad81\uadf9\uc801\uc73c\ub85c \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \ub300\uc0c1\uc73c\ub85c \ubc14\ub01d\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"how-sumo-logic-takes-a-white-box-approach-with-dojo-ai\">Sumo Logic\uc774 Dojo AI\uc5d0 \ud654\uc774\ud2b8\ubc15\uc2a4 \uc811\uadfc \ubc29\uc2dd\uc744 \uc801\uc6a9\ud558\ub294 \ubc29\ubc95<\/h2>\n\n\n\n<p>\ud654\uc774\ud2b8\ubc15\uc2a4 AI \uc811\uadfc \ubc29\uc2dd\uc740 <a href=\"https:\/\/www.sumologic.com\/blog\/soc-analyst-agent-for-soc-team\">SOC Analyst Agent<\/a>\uc640 <a href=\"https:\/\/www.sumologic.com\/ko\/solutions\/dojo-ai\">Mobot<\/a>\uc744 \uc124\uacc4\ud558\ub294 \ubc29\uc2dd\uc5d0 \uc9c1\uc811 \ubc18\uc601\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc218\uc9d1\ud558\ub294 \uc99d\uac70, \uc218\uc9d1 \uc774\uc720, \uc694\uc57d \ub0b4\uc6a9 \ub4f1\uc744 \ubaa8\ub450 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \ud574\ub2f9 \uc2dc\uc2a4\ud15c\uc774 \uc5b4\ub5bb\uac8c \uadf8\ub7f0 \uc120\ud0dd\uc744 \ud588\ub294\uc9c0, \uadf8 \uadfc\uac70\ub97c \uc815\ud655\ud788 \ubb3b\uace0 \uc99d\uba85\ud574 \ub2ec\ub77c\uace0 \uc694\uccad\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\ud22c\uba85\ud55c \ucd94\ub860\uc5d0 \ube60\ub978 \ucffc\ub9ac, \uc815\uaddc\ud654\ub41c \ub370\uc774\ud130, \uc77c\uad00\ub41c \ud30c\uc774\ud504\ub77c\uc778 \uac19\uc740 \uacb0\uc815\ub860\uc801 \ub3c4\uad6c\ub97c \uacb0\ud569\ud558\uba74, \ube44\ub85c\uc18c AI\uc758 \uac00\uce58\ub97c \uc2e4\ud604\ud558\ub294 \ub8e8\ud504\ub97c \uac16\ucd94\uac8c \ub429\ub2c8\ub2e4. <a href=\"https:\/\/www.sumologic.com\/blog\/ai-soc-still-needs-siem\">Sumo Logic\uc5d0\ub294 AI\uac00 \uacb0\uc815\ub860\uc801 \ub3c4\uad6c\ub85c \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \ucd5c\uc801\uc758 \uc544\ud0a4\ud14d\ucc98\uc640 \ub85c\uadf8 \ud50c\ub7ab\ud3fc\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/a> \uc778\uacf5\uc9c0\ub2a5\uc740 \ubb34\uc5c7\uc774 \uc0ac\uc2e4\uc77c \uac00\ub2a5\uc131\uc774 \ub192\uc740\uc9c0 \uac00\ub9ac\ud0a4\uace0, \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc740 \uadf8 \ub0b4\uc6a9\uc744 \uc989\uc2dc \uc785\uc99d\ud558\uac70\ub098 \ubc18\ubc15\ud569\ub2c8\ub2e4. \uc774 \ub458\uc740 \uc11c\ub85c \ub300\ub9bd\ud558\ub294 \ub300\uc2e0 \uc11c\ub85c\ub97c \uc99d\ud3ed\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ucc28\uc774\ub294 \ubd84\uba85\ud569\ub2c8\ub2e4. \ube14\ub799\ubc15\uc2a4 AI\ub294 \uc2e0\ub8b0\ub97c \uc694\uad6c\ud558\uace0, \ud654\uc774\ud2b8\ubc15\uc2a4 AI\ub294 \uc2e0\ub8b0\ub97c \uc5bb\uc2b5\ub2c8\ub2e4. \ub2e4\uac00\uc62c \uc790\ub3d9\ud654\uc758 \ub2e4\uc74c \ubb3c\uacb0\uc5d0\uc11c \uc0b4\uc544\ub0a8\ub294 \ud300\uc740 \ud6c4\uc790\ub97c \uc694\uad6c\ud558\ub294 \ud300\uc77c \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>Sumo Logic\uc774 \ud654\uc774\ud2b8 \ubc15\uc2a4 AI \uc811\uadfc \ubc29\uc2dd\uc744 \uc5b4\ub5bb\uac8c \ucc44\ud0dd\ud558\ub294\uc9c0 \ud655\uc778\ud574 \ubcf4\uc138\uc694. <a href=\"https:\/\/www.sumologic.com\/ko\/request-demo\">\ub370\ubaa8 \uc694\uccad<\/a>.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/section>\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":331,"featured_media":73331,"template":"","meta":{"_acf_changed":false,"show_custom_date":false,"custom_date":"","featured":false,"featured_image":0,"learn_more_label":"","image_alt_text":"","learn_more_type":"","show_popup":false,"learn_more_link_file":0,"event_date":false,"event_start_date":"","event_end_date":"","place_holder_image_url":"","post_reading_time":"< 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