{"id":16049,"date":"2024-07-25T14:08:46","date_gmt":"2024-07-25T21:08:46","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=16049"},"modified":"2025-06-13T16:36:49","modified_gmt":"2025-06-13T23:36:49","slug":"unlock-hyper-personalization-with-ai-driven-adaptive-apps","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/unlock-hyper-personalization-with-ai-driven-adaptive-apps\/","title":{"rendered":"AI \uae30\ubc18 \uc801\uc751\ud615 \uc571\uc73c\ub85c \ucd08\uac1c\uc778\ud654 \uc2e4\ud604"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\ud32c\ub370\ubbf9\uc774 \ubc1c\uc0dd\ud558\uae30 \ud6e8\uc52c \uc774\uc804\ubd80\ud130 '\ub514\uc9c0\ud138 \uc6b0\uc120'\uc740 \uc57c\uc2ec \ucc2c \uc870\uc9c1\ub4e4\uc774 \ub098\uc544\uac08 \ubc29\ud5a5\uc774\uc5c8\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc544\ub9c8\uc874\uc774\ub098 \ub137\ud50c\ub9ad\uc2a4\uc640 \uac19\uc774 \ub9c9\ub300\ud55c \uc790\uae08\uc744 \ubcf4\uc720\ud55c \ubbf8\uad6d \ub300\uae30\uc5c5\uacfc\uc758 \uaca9\ucc28\ub97c \uc881\ud788\ub294 \uac83\uc740 \ubd88\uac00\ub2a5\ud55c \uc77c\ucc98\ub7fc \ubcf4\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub807\ub2e4\uba74 \uae30\uc5c5\uc740 \uc5b4\ub5bb\uac8c \uacbd\uc7c1\ud560 \uc218 \uc788\uc744\uae4c\uc694? \ub2f5\uc740 \uace0\uac1d\uc774 \uc6d0\ud558\ub294 \uac83\uc744 \uc81c\uacf5\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc989, \uace0\uac1d\uc758 \ub514\ubc14\uc774\uc2a4\uc5d0 \uc9c1\uc811 \uc804\ub2ec\ub418\ub294 \ucd08\uac1c\uc778\ud654\ub41c \uacbd\ud5d8\uc744 \uc81c\uacf5\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub294 \uc810\uc810 \ub354 \uc0ac\uc6a9\uc790 \uc120\ud638\ub3c4 \ubc0f \uae30\ud0c0 \uc694\uc778\uc5d0 \ub530\ub77c \uc2e4\uc2dc\uac04\uc73c\ub85c \ud589\ub3d9\uacfc \uae30\ub2a5\uc744 \uc870\uc815\ud560 \uc218 \uc788\ub294 \uc801\uc751\ud615 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ud558\uc9c0\ub9cc \uc774\ub7ec\ud55c \uc5ed\ub3d9\uc801\uc774\uace0 \ubc18\uc751\uc131\uc774 \ub6f0\uc5b4\ub09c \uc0ac\uc6a9\uc790 \uc911\uc2ec \uacbd\ud5d8\uc5d0\ub294 \ub300\uac00\uac00 \ub530\ub985\ub2c8\ub2e4. \uc774\ub294 \uc62c\ubc14\ub978 \ub370\uc774\ud130 \uc544\ud0a4\ud14d\ucc98\ub97c \uba3c\uc800 \uad6c\ucd95\ud574\uc57c\ub9cc \ub2ec\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2>\uc801\uc751\ud615 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc57d\uc18d<\/h2>\n<p><span style=\"font-weight: 400;\">\ub51c\ub85c\uc774\ud2b8 <\/span><a href=\"https:\/\/www2.deloitte.com\/content\/dam\/Deloitte\/ca\/Documents\/deloitte-analytics\/ca-en-omnia-ai-marketing-pov-fin-jun24-aoda.pdf\"><span style=\"font-weight: 400;\">\uc124\uba85<\/span><\/a><span style=\"font-weight: 400;\">\uc624\ub298\ub0a0 \uae30\uc5c5\uc740 \ub2e8\uc21c\ud788 \uace0\uac1d\uc758 \uc694\uad6c\ub97c \ucda9\uc871\ud558\ub294 \ub370 \uadf8\uce58\uc9c0 \uc54a\uace0, \uc810\uc810 \ub354 \"\uace0\uac1d\uc758 \uc694\uad6c\ub97c \uc608\uce21\ud558\uace0 \uc774\ub97c \ub6f0\uc5b4\ub118\uc5b4\uc57c\" \ud569\ub2c8\ub2e4. \uc774\ub294 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130, \uba38\uc2e0 \ub7ec\ub2dd \ubc0f AI \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790\uc758 \ud2b9\uc815 \uc694\uad6c\uc640 \ud604\uc7ac \uc0c1\ud669\uc5d0 \ub9de\ub294 \uae30\ub2a5\uc744 \ub3d9\uc801\uc73c\ub85c \uc81c\uacf5\ud558\ub294 \uc11c\ube44\uc2a4\uc778 \ucd08\uac1c\uc778\ud654\ub97c \uc704\ud55c \uc0c8\ub85c\uc6b4 \uacbd\uc7c1\uc5d0\uc11c \ub098\ud0c0\ub0a9\ub2c8\ub2e4. \uac1c\uc778\ud654\uc5d0 \ud0c1\uc6d4\ud55c \uae30\uc5c5\uc740 \uadf8\ub807\uc9c0 \uc54a\uc740 \uae30\uc5c5\ubcf4\ub2e4 401\uc870 3,000\uc5b5 \ub2ec\ub7ec\uc758 \uc218\uc775\uc744 \ub354 \ucc3d\ucd9c\ud560 \uc218 \uc788\ub2e4\ub294 \ube44\uc988\ub2c8\uc2a4 \uc0ac\ub840\ub294 \ub9e4\uc6b0 \ud655\uc2e4\ud569\ub2c8\ub2e4. <\/span><a href=\"https:\/\/www.mckinsey.com\/capabilities\/growth-marketing-and-sales\/our-insights\/the-value-of-getting-personalization-right-or-wrong-is-multiplying\"><span style=\"font-weight: 400;\">\ub9e5\ud0a8\uc9c0<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ub514\uc9c0\ud138 \uc138\uc0c1\uc758 \uad00\ubb38\uc5d0 \uc704\uce58\ud55c \uc801\uc751\ud615 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc774 \uba85\uc81c\uc5d0\uc11c \uc808\ub300\uc801\uc73c\ub85c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc801\uc751\ud615 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 \uc0ac\uc6a9\uc790 \uc120\ud638\ub3c4, \ud658\uacbd \uc870\uac74, \ub370\uc774\ud130 \uc785\ub825 \ub610\ub294 \ubcc0\ud654\ud558\ub294 \uc0c1\ud669\uc5d0 \ub530\ub77c \uc870\uc815\ud558\uace0 \uc7ac\uc870\uc815\ud569\ub2c8\ub2e4. \uc801\uc751\ud615 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc0c1\ud669\uc744 \uc778\uc2dd\ud558\uace0 \uc0ac\uc6a9\uc790 \uc9c0\uc815\uc774 \uac00\ub2a5\ud558\uba70 \uc0c1\ud669\uc5d0 \ub9de\uac8c \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc608\uce21 \uba38\uc2e0 \ub7ec\ub2dd, AI, \uc2e4\uc2dc\uac04 \uacc4\uc0b0 \ubc0f \uc0dd\uc131\ud615 AI \ub300\ud654\ub97c \ud1b5\ud569\ud558\uc5ec \uc801\uc751\ud560 \uc218 \uc788\ub294 \uc9c0\ub2a5\uc801\uc778 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc720\uba85 \ud601\uc2e0 \uae30\uc5c5\ub4e4\uc774 \uacc4\uc18d\ud574\uc11c \ud30c\uad34\uc640 \ud601\uc2e0\uc744 \uac70\ub4ed\ud558\ub294 \uac00\uc6b4\ub370 \ube0c\ub79c\ub4dc\uac00 \uace0\uac1d\uacfc \uc18c\ud1b5\ud558\ub294 \ubc29\uc2dd\uc744 \uc7ac\uc815\uc758\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2dc\uccad \uae30\ub85d\uacfc \uc0ac\uc6a9\uc790 \uc120\ud638\ub3c4\uc5d0 \ub530\ub77c \uc2dc\uccad\ud560 \ucf58\ud150\uce20\ub97c \ucd94\ucc9c\ud558\ub294 \uc2a4\ud2b8\ub9ac\ubc0d \uc11c\ube44\uc2a4\ub97c \uc0dd\uac01\ud574 \ubcf4\uc138\uc694. \uc801\uc751\ud615 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \ub354 \ub098\uc544\uac00 \uac1c\uc778\ud654\ub41c TV \uc2dc\uccad \uc138\uc158\uc744 \uc608\uc57d\ud558\uace0, \uc2dc\uccad\uc790\uac00 \uc74c\ub8cc\uc218\uac00 \ud544\uc694\ud560 \ub54c \uc790\ub3d9\uc73c\ub85c \uc77c\uc2dc \uc815\uc9c0\ud558\uba70, \ub2e4\ub978 \uc2a4\ud2b8\ub9ac\ubc0d \uc11c\ube44\uc2a4\uc758 \uad00\ub828 \uc54c\ub9bc\uc744 \ud45c\uc2dc\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ube44\uc2b7\ud55c \ubc29\uc2dd\uc73c\ub85c \ud604\uc7ac\uc758 \uc2a4\ub9c8\ud2b8 \ud648 \uc2dc\uc2a4\ud15c\uc740 \uc7ac\uc2e4 \uc778\uc6d0 \ubc0f \uc2dc\uac04\uc5d0 \ub530\ub77c \uc870\uba85, \uc628\ub3c4 \ubc0f \ubcf4\uc548 \uc124\uc815\uc744 \uc870\uc815\ud560 \uc218 \uc788\uc9c0\ub9cc, \uc801\uc751\ud615 \uc571\uc740 \uc9d1\uc5d0 \ub204\uac00 \uc788\uace0 \uc5b4\ub5a4 \ubc29\uc5d0 \uc788\ub294\uc9c0\uc5d0 \ub530\ub77c \uc124\uc815\uc744 \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2>\uc62c\ubc14\ub978 \ub370\uc774\ud130 \uc544\ud0a4\ud14d\ucc98<\/h2>\n<p><span style=\"font-weight: 400;\">\uc774\ub7ec\ud55c \uacbd\ud5d8\uc744 \uc81c\uacf5\ud558\uace0\uc790 \ud558\ub294 \ube0c\ub79c\ub4dc\ub294 \uba3c\uc800 \ubc31\uc5d4\ub4dc \ub370\uc774\ud130 \uc544\ud0a4\ud14d\ucc98\ub97c \uace0\ub824\ud574\uc57c \ud569\ub2c8\ub2e4. \uc608\uc0c1\uce58 \ubabb\ud55c \ub370\uc774\ud130 \uc785\ub825\uc744 \uc0dd\uc131\ud558\uac70\ub098 \uc218\uc815\ud558\ub824\uba74 \ub370\uc774\ud130\ub97c JSON\uacfc \uac19\uc740 \uc720\uc5f0\ud55c \ud615\uc2dd\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uc0c8\ub85c\uc6b4 \uac1c\uc778\ud654 \uc18d\uc131\uc73c\ub85c \uacc4\uc815 \ud504\ub85c\ud544\uc744 \uac1c\uc120\ud558\uac70\ub098 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\ub85c \ub300\ud654 \ud504\ub86c\ud504\ud2b8 \ubc0f \uc751\ub2f5\uc744 \uc800\uc7a5\ud558\ub294 \uac83\uc774 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ub610\ud55c \ub370\uc774\ud130 \uc544\ud0a4\ud14d\ucc98\ub294 \uc571\uc774 \uc2e4\uc2dc\uac04\uc73c\ub85c \ubc18\uc751\ud558\uc5ec \ub300\uc751 \uae30\ud68c\ub97c \ub193\uce58\uc9c0 \uc54a\ub3c4\ub85d \ud0c1\uc6d4\ud55c \uc131\ub2a5\uc744 \uc81c\uacf5\ud574\uc57c \ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc801\uc751\ud615 \uc571\uc740 \ub124\ud2b8\uc6cc\ud06c \uc5e3\uc9c0\uc5d0 \uc704\uce58\ud574\uc57c \ud569\ub2c8\ub2e4. \ub610\ud55c \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 \uacc4\uc815 \uac1c\uc778\ud654 \uc815\ubcf4\ub97c \ub2e4\ub978 \uc635\ud2b8\uc778 \uc11c\ube44\uc2a4\uc640 \uad50\ucc28 \uc5f0\uacb0\ud574\uc57c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uc740\ud589, \ud56d\uacf5\uc0ac, \ud638\ud154 \ub85c\uc5f4\ud2f0 \ud504\ub85c\uadf8\ub7a8\uc740 \uc0ac\uc6a9\uc790\uac00 \ud50c\ub798\ud2f0\ub118 \ub4f1\uae09\uc73c\ub85c \uc2b9\uae09\ud560 \ub54c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc5c5\uadf8\ub808\uc774\ub4dc\ud558\ub3c4\ub85d \uc870\uc728\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc548\ud0c0\uae5d\uac8c\ub3c4 \uadf9\ubcf5\ud574\uc57c \ud560 \uc7a5\ubcbd\uc774 \ub9ce\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \uc0ac\uc77c\ub85c\ub294 \ud604\ub300 \uae30\uc5c5\uc5d0\uc11c \ud754\ud788 \ubcfc \uc218 \uc788\ub294 \ud604\uc0c1\uc73c\ub85c, \uc815\ubcf4\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \ubcf5\uc7a1\ud558\uace0 \ub290\ub9ac\uac8c \ud558\uba70 \ub370\uc774\ud130\uac00 \uc62c\ubc14\ub978 \ud615\uc2dd\uc774\ub098 \uc5b8\uc5b4\ub85c \uc800\uc7a5\ub418\uc9c0 \uc54a\uc744 \uac00\ub2a5\uc131\uc744 \ub192\uc785\ub2c8\ub2e4. <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/how-multimodel-databases-can-reduce-data-sprawl\/\"><span style=\"font-weight: 400;\">\ub370\uc774\ud130\ubca0\uc774\uc2a4 \ud655\uc7a5<\/span><\/a><span style=\"font-weight: 400;\"> \uc6b4\uc601, \ud2b8\ub79c\uc7ad\uc158 \ubc0f \ubd84\uc11d \ub370\uc774\ud130\ubca0\uc774\uc2a4\uac00 \uc11c\ub85c \ub2e4\ub978 \uc5b8\uc5b4, \uad00\ub9ac \ubc29\ubc95 \ubc0f \ud504\ub85c\uc138\uc2a4\ub85c \uc791\ub3d9\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\ub2e4\ub294 \uc810\ub3c4 \ub610 \ub2e4\ub978 \uc77c\ubc18\uc801\uc778 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uc774\ub294 \ube44\uc6a9 \uc99d\uac00\ub294 \ub9d0\ud560 \uac83\ub3c4 \uc5c6\uace0 \uc2e4\uc2dc\uac04 \ubd84\uc11d\uacfc \uc815\ud655\ud55c \uc758\uc0ac \uacb0\uc815\uc5d0 \uc7a5\uc560\uac00 \ub420 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2>\ub3c4\ucc29\ud558\uae30<\/h2>\n<p><span style=\"font-weight: 400;\">\uc801\uc751\ud615 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ube44\uc804\uc744 \ud604\uc2e4\ud654\ud558\ub824\uba74 \uc870\uc9c1\uc740 \uc774\ub7ec\ud55c \ubb38\uc81c\uc640 \uae30\ud0c0 \uc911\uc694\ud55c \uacfc\uc81c\ub97c \ub3d9\uc2dc\uc5d0 \ud574\uacb0\ud574\uc57c \ud569\ub2c8\ub2e4. \uc571 \uc131\ub2a5\uc740 \ub300\uaddc\ubaa8\ub85c \ub9e4\uc6b0 \ube68\ub77c\uc57c \ud569\ub2c8\ub2e4. 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But closing the gap with big-pocketed U.S. giants like Amazon and Netflix can seem like an impossible task. So how can businesses compete? The answer [&hellip;]<\/p>\n","protected":false},"author":77912,"featured_media":16050,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1814,10122,1815,1821],"tags":[9908,9998,9870],"ppma_author":[9311],"class_list":["post-16049","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-application-design","category-artificial-intelligence-ai","category-best-practices-and-tutorials","category-couchbase-architecture","tag-adaptive-applications","tag-data-sprawl","tag-llms"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Unlock Hyper-personalization With AI-Driven Adaptive Apps - The Couchbase Blog<\/title>\n<meta name=\"description\" content=\"To create personal, ultra-responsive experiences 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