{"id":4990,"date":"2025-10-15T13:30:58","date_gmt":"2025-10-15T20:30:58","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/grounding-ai-userevidence-survey\/"},"modified":"2025-10-15T13:30:58","modified_gmt":"2025-10-15T20:30:58","slug":"grounding-ai-userevidence-survey","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/grounding-ai-userevidence-survey\/","title":{"rendered":"\uc778\uacf5\uc9c0\ub2a5\uc758 \uae30\ubc18 \ub2e4\uc9c0\uae30: \ub370\uc774\ud130 \uae30\ubc18\uc774 \uc2b9\ud328\ub97c \uacb0\uc815\ud558\ub294 \uc774\uc720"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\uc0dd\uc131\ud615 AI \uc791\uc5c5\uc740 \ub300\ubd80\ubd84\uc758 \uc870\uc9c1\uc5d0\uc11c \uc9c4\ud589 \uc911\uc774\uc9c0\ub9cc, \ub370\uc774\ud130 \uae30\ubc18\uc740 \uace0\ub974\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. Couchbase\ub294 \uc81c\ud488, \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1, \ub370\uc774\ud130, AI \ubd84\uc57c\uc758 \uc804\ubb38\uac00 619\uba85\uc744 \ub300\uc0c1\uc73c\ub85c UserEvidence\uc5d0 \uc758\ub8b0\ud558\uc5ec \ub3c5\ub9bd\uc801\uc778 \uc2dc\uc7a5 \uc870\uc0ac\ub97c \uc9c4\ud589\ud588\uc73c\uba70, \uc774\ub294 \ud2b9\ud788 \uac1c\ubc1c\uc790 \uc0dd\uc0b0\uc131, \ub370\uc774\ud130 \ubd84\uc11d, \ucc57\ubd07 \ubd84\uc57c\uc5d0\uc11c \uac15\ud55c \uc790\uc2e0\uac10\uacfc \uc99d\uac00\ud558\ub294 \ud65c\ub3d9\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \ub3d9\uc2dc\uc5d0 \ub9ce\uc740 \ud300\ub4e4\uc774 \ub2e8\uc77c \ubaa8\ub378\uc5d0 \uc758\uc874\ud558\uace0 \ud1b5\ud569\ub41c \uba40\ud2f0 \ubaa8\ub378 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uac00 \ubd80\uc871\ud55c \ubc18\uba74, \ud658\uac01 \ud604\uc0c1(hallucination)\uacfc \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc\uc5d0 \ub300\ud55c \uc6b0\ub824\ub294 \uc5ec\uc804\ud788 \ub110\ub9ac \ud37c\uc838 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc774 \uc0dd\uc131\ud615 AI\ub97c \uc5b4\ub5bb\uac8c \ucc44\ud0dd\ud558\uace0 \uc788\ub294\uc9c0, RAG \ubc0f \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778\uc5d0\uc11c \ubcd1\ubaa9 \ud604\uc0c1\uc774 \uc5b4\ub514\uc11c \ubc1c\uc0dd\ud558\ub294\uc9c0, \uadf8\ub9ac\uace0 \ud604\ub300\uc801\uc778 NoSQL \ub370\uc774\ud130 \ub808\uc774\uc5b4\uac00 \ud300\uc774 \ud30c\uc77c\ub7ff\uc5d0\uc11c \ud504\ub85c\ub355\uc158\uc73c\ub85c \uc804\ud658\ud558\ub294 \ub370 \uc5b4\ub5bb\uac8c \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\ub294\uc9c0 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \ud655\uc778\ud574 \ubcf4\uc138\uc694.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/info.couchbase.com\/rs\/302-GJY-034\/images\/The%20State%20of%20Enterprise%20AI%20Development.pdf\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-17634\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/infographics.jpg\" alt=\"\" width=\"220\" height=\"373\"><\/a>AI \ub3c4\uc785\uacfc \ub370\uc774\ud130 \uae30\ubc18<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc124\ubb38\uc870\uc0ac \ub300\uc0c1 \uc870\uc9c1\uc758 62%\uac00 \uc774\ubbf8 \uc0dd\uc131\ud615 AI\ub97c \ub3c4\uc785\ud558\uc5ec \uc791\uc5c5\ud558\uace0 \uc788\uc9c0\ub9cc, \ub300\ubd80\ubd84 \ud1b5\ud569 \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc\uc774 \ubd80\uc871\ud55c \uc2e4\uc815\uc785\ub2c8\ub2e4. AI\uc5d0 \ub370\uc774\ud130\ub97c \uacf5\uae09\ud558\uae30 \uc704\ud574 \uba40\ud2f0 \ubaa8\ub378 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud55c\ub2e4\uace0 \ub2f5\ud55c \ube44\uc728\uc740 29%\uc5d0 \ubd88\uacfc\ud558\uba70, \uc774\ub294 \ud504\ub85c\uc81d\ud2b8\uac00 \ud655\uc7a5\ub428\uc5d0 \ub530\ub77c \ud601\uc2e0\uc744 \ub2a6\ucd9c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e8\ud3b8\ud654\ub41c \uc2a4\ud0dd\uc740 \uc624\ub958 \ucd94\uc801, \ubbfc\uac10 \uc815\ubcf4 \uac70\ubc84\ub10c\uc2a4, \uc9c0\uc5f0 \uc2dc\uac04 \uae30\ub300\uce58 \ucda9\uc871\uc744 \ub354\uc6b1 \uc5b4\ub835\uac8c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ubaa8\ub378 \uc0ac\uc6a9\uc740 \ucd08\uae30 \ub2e8\uacc4\uc774\uc790 \uc9d1\uc911\ub418\uc5b4 \uc788\uc73c\uba70, \uc751\ub2f5\uc790\uc758 49%\uac00 \ub2e8 \ud558\ub098\uc758 LLM, \uc8fc\ub85c ChatGPT\ub9cc \uc0ac\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud55c\ud3b8, 77%\ub294 AI \ud2b8\ub80c\ub4dc\uc5d0 \ub4a4\ucc98\uc9c8\uae4c \uc6b0\ub824\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub294 AI\ub97c \uc704\ud55c \ub354 \ube60\ub974\uace0 \ubc18\ubcf5 \uac00\ub2a5\ud558\uba70 \uc548\uc804\ud55c \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778\uc758 \ud544\uc694\uc131\uc744 \uac15\uc870\ud569\ub2c8\ub2e4. \ud604\uc7ac \uc0ac\uc6a9\uc740 \uc2e4\uc6a9\uc801\uc774\uace0 \ub370\uc774\ud130 \uc9d1\uc57d\uc801\uc774\uba70, 72%\ub294 \uac1c\ubc1c\uc5d0, 65%\ub294 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0, 59%\ub294 \ucc57\ubd07\uc5d0 \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ubaa8\ub4e0 \uc6cc\ud06c\ub85c\ub4dc\ub294 \uc18d\ub3c4, \uc2a4\ud0a4\ub9c8 \uc720\uc5f0\uc131, AI \ud1b5\ud569\uc5d0 \ucd5c\uc801\ud654\ub41c \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \uc758\uc874\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud1b5\ud569\ub418\uace0 \uac1c\ubc1c\uc790 \uce5c\ud654\uc801\uc778 \ub370\uc774\ud130 \ub808\uc774\uc5b4\uac00 \uc5c6\ub2e4\uba74, \ud300\ub4e4\uc774 \uc720\ub9dd\ud55c \ud30c\uc77c\ub7ff \ub2e8\uacc4\uc5d0\uc11c \uc9c0\uc18d \uac00\ub2a5\ud55c \ud504\ub85c\ub355\uc158 \uae09 \uacbd\ud5d8\uc73c\ub85c \ub098\uc544\uac00\ub294 \ub370 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc744 \uc218\ubc16\uc5d0 \uc5c6\uc5b4 \ubcf4\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uc751\ub2f5\uc790\ub4e4\uc774 \uaf3d\uc740 \uc8fc\uc694 \uc6b0\ub824 \uc0ac\ud56d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc751\ub2f5\uc790\ub4e4\uc758 \uc8fc\ub41c \uad00\uc2ec\uc0ac\ub294 \uc2e0\ub8b0\uc5d0 \uc9d1\uc911\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. 85%\ub294 \uc0dd\uc131\ud615 AI\uc758 \ud658\uac01 \ud604\uc0c1\uc5d0 \ub300\ud574 \uc6b0\ub824\ud558\uace0 \uc788\uc73c\uba70, 83%\ub294 LLM\uacfc \ub3c5\uc810 \ub370\uc774\ud130\ub97c \uacf5\uc720\ud558\ub294 \uac83\uc744 \uac71\uc815\ud569\ub2c8\ub2e4. \uc774 \ub450 \uac00\uc9c0 \ubb38\uc81c\ub97c \ubaa8\ub450 \ud574\uacb0\ud558\ub824\uba74 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc6d0\ubcf8 \ub370\uc774\ud130\ub97c \uac00\uae4c\uc774\uc5d0 \uc720\uc9c0\ud558\uba74\uc11c \ubca1\ud130\ub97c \uc800\uc7a5\ud558\uace0 \uac80\uc0c9\ud560 \uc218 \uc788\ub294 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uc9c0\uc6d0\uc744 \ubc1b\ub294 RAG \uc544\ud0a4\ud14d\ucc98\uac00 \ud544\uc694\ud558\uba70, \uc774\ub97c \ud1b5\ud574 \ub2f5\ubcc0\uc758 \uae30\ubc18\uc774 \ud0c4\ud0c4\ud558\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4. \ub610\ud55c, \uc720\uc6a9\ud55c \uac80\uc0c9\uc744 \uc5ec\uc804\ud788 \uac00\ub2a5\ud558\uac8c \ud558\uba74\uc11c\ub3c4 \uc811\uadfc \uaddc\uce59\uc744 \uc2dc\ud589\ud558\uace0 \uc720\ucd9c\uc744 \ubc29\uc9c0\ud558\ub294 \uc548\uc804\ud558\uace0 \ud1b5\uc81c\ub41c \ub370\uc774\ud130 \ub808\uc774\uc5b4\uac00 \uc694\uad6c\ub429\ub2c8\ub2e4. \uc694\ud558\uc790\uba74, \uc2e0\ub8b0\ub294 \uace0\uac1d \ub300\uba74 AI\uc758 \uad00\ubb38\uc774\uba70, \uba85\ud655\ud55c \uac70\ubc84\ub10c\uc2a4\ub97c \uac16\ucd98 \uae30\ubc18 \uac80\uc0c9\uc740 \ub098\uc911\uc5d0 \ucd94\uac00\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \ucc98\uc74c\ubd80\ud130 \uc124\uacc4\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">RAG \ubc0f \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778 \uacfc\uc81c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc751\ub2f5\uc790\ub4e4\uc740 \ud575\uc2ec \ub370\uc774\ud130 \ucc45\ubb34\uc640 \uc9c1\uc811\uc801\uc73c\ub85c \uc5f0\uad00\ub418\ub294 \uba87 \uac00\uc9c0 \uacfc\uc81c\ub97c \uc9c0\uc801\ud588\uc2b5\ub2c8\ub2e4. 67%\ub294 \uacf5\uacf5 LLM\uacfc \uad00\ub828\ub41c \ud504\ub77c\uc774\ubc84\uc2dc \ubc0f \uaddc\uc815 \uc900\uc218 \ubb38\uc81c\ub97c \uc5b8\uae09\ud558\uba70, \ubcf4\uc548 \uc815\ucc45\uc744 \uc2dc\ud589\ud558\uae30 \uc704\ud574 \ub0b4\uc7a5\ub41c \uc811\uadfc \uc81c\uc5b4, \ubca1\ud130 \uac80\uc0c9, \uba40\ud2f0 \ubaa8\ub378 \uc2a4\ud1a0\ub9ac\uc9c0\ub97c \uac16\ucd98 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ud544\uc694\uc131\uc744 \uac15\uc870\ud588\uc2b5\ub2c8\ub2e4. 49%\ub294 \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778\uacfc \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc73c\ub85c \uc778\ud574 \uc5b4\ub824\uc6c0\uc744 \uacaa\uace0 \uc788\uc73c\uba70, \uc774\ub294 JSON, \ub124\uc774\ud2f0\ube0c vector embeddings, ETL \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ub294 \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uae68\uc9c0\uae30 \uc26c\uc6b4 \uc811\ucc29 \ucf54\ub4dc(glue code)\ub97c \uc904\uc784\uc73c\ub85c\uc368 \ub2e8\uc21c\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. 47%\ub294 \ube44\uc815\ud615 \ub370\uc774\ud130 \uad00\ub9ac\uc758 \uc5b4\ub824\uc6c0\uc744 \ubcf4\uace0\ud588\uc73c\uba70, PDF, \ud14d\uc2a4\ud2b8, \uba54\ud0c0\ub370\uc774\ud130\ub97c \ud568\uaed8 \ucc98\ub9ac\ud558\ub294 \ubb38\uc11c \ubc0f \ubca1\ud130 \uae30\ub2a5\uc740 \uc774\ub7ec\ud55c \uaca9\ucc28\ub97c \uc904\uc774\uace0 \uac80\uc0c9\uc744 \uc548\uc815\uc801\uc73c\ub85c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\uc0c1\uc801\uc778 \ubaa8\uc2b5\uc740 RAG \ub370\uc774\ud130 \uc0dd\uba85\uc8fc\uae30\uc5d0 \ub300\ud55c \uccb4\uacc4\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc6b0\uc120\uc21c\uc704\uac00 \ub192\uc740 \uc18c\uc2a4\ub97c \ud1b5\ud569\ud558\uace0, \uccad\ud0b9\uacfc \uba54\ud0c0\ub370\uc774\ud130\ub97c \ud45c\uc900\ud654\ud558\uba70, \ubca1\ud130\ub97c \uc6d0\ubcf8 \ub370\uc774\ud130\uc640 \ud568\uaed8 \ubc30\uce58\ud558\uace0, \uc811\uadfc \uc81c\uc5b4\ub97c \uc2dc\ud589\ud558\uc2ed\uc2dc\uc624. \uc5d4\ub4dc\ud22c\uc5d4\ub4dc\ub85c \uc9c0\uc5f0 \uc2dc\uac04\uc744 \uce21\uc815\ud558\uace0, \uc870\uce58\uac00 \ucde8\ud574\uc9c0\uae30 \uc804\uc5d0 \uc751\ub2f5\uc744 \uac80\uc99d\ud558\ub294 \ub2e8\uacc4\ub97c \ucd94\uac00\ud558\uc5ec \uc815\ud655\uc131\uacfc \uc2e0\ub8b0\uc131\uc744 \uce21\uc815 \uac00\ub2a5\ud558\uac8c \ub9cc\ub4dc\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uc885\ud569\ud558\uae30: NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4\uac00 \ub3c4\uc6c0\uc774 \ub418\ub294 \ubd80\ubd84<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ud604\ub300\uc801\uc778 NoSQL \ud50c\ub7ab\ud3fc\uc740 JSON \uc6b0\uc120 \ubaa8\ub378\uc744 \ud1b5\ud574 \uc815\ud615, \ubc18\uc815\ud615, \ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uace0, \ub2e8\uc77c \uc9c4\uc2e4 \uacf5\uae09\uc6d0(source of truth) \uc606\uc5d0 \ubca1\ud130\ub97c \uc800\uc7a5 \ubc0f \ucffc\ub9ac\ud558\uba70, \uc9c0\uc5ed \uac04 \uc2e4\uc2dc\uac04 \uac80\uc0c9\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 RAG\uc758 \ubcf5\uc7a1\uc131\uc744 \uc904\uc774\uace0, \uac70\ubc84\ub10c\uc2a4\ub97c \uac15\ud654\ud558\uba70, \uc0ac\uc6a9\uc790 \ub300\uba74 AI\uac00 \uc694\uad6c\ud558\ub294 1\ucd08 \ubbf8\ub9cc\uc758 \uc131\ub2a5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uacb0\ub860<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI\uc5d0 \ub300\ud55c \uc2e0\ub8b0\ub294 \ub192\uc9c0\ub9cc \uc131\uc219\ub3c4\ub294 \ucd08\uae30 \ub2e8\uacc4\uc785\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \uc5c5\ubb34\ub294 \ubcf5\uc7a1\ud55c \uc5d0\uc774\uc804\ud2b8\ub098 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\ubcf4\ub2e4\ub294 \ucf54\ud30c\uc77c\ub7ff, \ucc57\ubd07, \ub2e8\uc77c \ubaa8\ub378 \ud14c\uc2a4\ud2b8 \uac19\uc740 \ud30c\uc77c\ub7ff \uc218\uc900\uc5d0 \uba38\ubb3c\ub7ec \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc57c\ub9dd\uacfc \ud604\uc2e4 \uc0ac\uc774\uc758 \uaca9\ucc28\ub294 \ub0ae\uc740 \uc2e0\ub8b0\ub3c4\uc640 \ub9de\ubb3c\ub824 \uc788\uc73c\uba70, NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4\uac00 \ub370\uc774\ud130\ub97c \ub2e8\uc21c\ud654\ud558\uace0, RAG \uac80\uc0c9\uc744 \ud655\uc7a5\ud558\uba70, \ud504\ub85c\ub355\uc158 \uc131\ub2a5\uc744 \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \uc870\uc9c1\uc774 \uc2e4\ud5d8\uc5d0\uc11c \uc2e4\uc81c \uc131\uacfc\ub85c \ub098\uc544\uac08 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc6b8 \uc218 \uc788\ub294 \ubd80\ubd84\uc785\ub2c8\ub2e4. \uc804\uccb4 \uc870\uc0ac \uacb0\uacfc\ub294 \ub2e4\uc74c\uc5d0\uc11c \ud655\uc778\ud558\uc138\uc694. <a href=\"https:\/\/info.couchbase.com\/rs\/302-GJY-034\/images\/The%20State%20of%20Enterprise%20AI%20Development.pdf\" target=\"_blank\" rel=\"noopener\">\uc5d4\ud130\ud504\ub77c\uc774\uc988 AI \uac1c\ubc1c \ud604\ud669: \uad6c\ud604 \uc778\uc0ac\uc774\ud2b8 \ubc0f \uc544\ud0a4\ud14d\ucc98\uc758 \ud604\uc2e4.<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30 <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/customers\/?category=Mobile\" target=\"_blank\" rel=\"noopener\">\uace0\uac1d\ub4e4\uc774 \uce74\uc6b0\uce58\ubca0\uc774\uc2a4\ub97c \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95<\/a> \uc0c1\uc2dc \uac00\ub3d9\ub418\ub294 \ubaa8\ubc14\uc77c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ube60\ub974\uace0 \ud569\ub9ac\uc801\uc778 \ube44\uc6a9\uc73c\ub85c \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c <a href=\"https:\/\/cloud.couchbase.com\/sign-up\" target=\"_blank\" rel=\"noopener\">\uc9c0\uae08 \ubb34\ub8cc\ub85c Capella App Services\uc5d0 \uac00\uc785\ud558\uc138\uc694.<\/a><\/p>\n\n\n\n<center><\/center>","protected":false},"excerpt":{"rendered":"<p>Generative AI work is underway at most organizations, yet data foundations are uneven. Couchbase commissioned an independent market survey from UserEvidence of 619 product, engineering, data, and AI professionals that shows strong confidence and rising activity, especially in developer productivity, data analysis, and chatbots. At the same time, many teams are relying on a single [&hellip;]<\/p>\n","protected":false},"author":81148,"featured_media":4987,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"_acf":"","footnotes":"","_ppma_block_editor_authors":""},"categories":[598],"tags":[],"ppma_author":[573],"class_list":["post-4990","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.6 (Yoast SEO v28.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Grounding AI: Why Data Foundations Decide Who Wins - The Couchbase Blog<\/title>\n<meta name=\"description\" content=\"Couchbase commissioned an independent market survey from UserEvidence of 619 product, engineering, data, and AI professionals.\" \/>\n<meta name=\"robots\" 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