{"id":12485,"date":"2026-10-12T16:57:01","date_gmt":"2026-10-12T23:57:01","guid":{"rendered":"https:\/\/www.couchbase.com\/?page_id=12485"},"modified":"2026-10-20T04:52:26","modified_gmt":"2026-10-20T11:52:26","slug":"analytics-reskin-page","status":"publish","type":"page","link":"https:\/\/www.couchbase.com\/ja\/products\/analytics\/","title":{"rendered":"Analytics Reskin page"},"content":{"rendered":"<div class=\"wp-block-group alignfull wp-block-hero is-style-full-width-image has-peach-background-color has-background is-layout-constrained wp-container-core-group-is-layout-e9fb6676 wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--md);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--md);padding-left:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-0fd64a4d wp-block-columns-is-layout-flex\" style=\"padding-bottom:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-container-core-column-is-layout-bdca1ed4 wp-block-column-is-layout-flow\" style=\"flex-basis:40%\">\n<p class=\"is-style-eyebrow has-black-color has-text-color has-link-color has-body-small-font-size wp-elements-1 wp-block-paragraph\">real-time analytics for apps and ai agents<\/p>\n\n\n\n<h1 id=\"h-couchbase-operational-insights\" class=\"wp-block-heading has-heading-2-xl-font-size\">Couchbase Operational Insights<\/h1>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">Couchbase Analytics is now Couchbase Operational Insights: real-time analytics on live operational data, with results written straight back to the apps and AI agents that act on them.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--md)\">\n<div class=\"wp-block-button is-style-medium\"><a class=\"wp-block-button__link has-custom-font-size wp-element-button\" href=\"https:\/\/docs.couchbase.com\/home\/operational-insights.html\" title=\"\u4eca\u3059\u3050\u8a66\u3059\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">Read The Docs<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center hero__media-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:60%\">\n<figure class=\"wp-block-image size-full has-custom-border size-large hero__image\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1244\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Analytics-1-scaled.png\" alt=\"\" class=\"wp-image-13036\" style=\"border-top-left-radius:var(--wp--custom--border-radius--card);border-top-right-radius:var(--wp--custom--border-radius--card);border-bottom-left-radius:var(--wp--custom--border-radius--card);border-bottom-right-radius:var(--wp--custom--border-radius--card)\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Analytics-1-scaled.png 2560w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Analytics-1-300x146.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Analytics-1-767x373.png 767w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Analytics-1-18x9.png 18w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Analytics-1-1024x498.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Analytics-1-1536x747.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Analytics-1-2048x996.png 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-card-group has-white-background-color has-background is-layout-constrained wp-container-core-group-is-layout-6f4555f4 wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--2-xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--2-xl);padding-left:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-group wp-block-leading-content is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading has-text-align-center has-heading-2-xl-font-size\" id=\"h-where-traditional-analytics-falls-short\">Where traditional analytics falls short<\/h2>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">Most analytics runs on a copy of yesterday&#8217;s data. Hand that answer to an AI agent and it takes the wrong action, confidently and at scale.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-grid wp-container-core-group-is-layout-d089fd1f wp-block-group-is-layout-grid\">\n<div class=\"wp-block-group wp-custom-card wp-custom-card--image is-full-height has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6bf216e4 wp-block-group-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0;box-shadow:var(--wp--preset--shadow--default)\">\n<figure class=\"wp-block-image size-large\" style=\"margin-right:0;margin-left:0\"><img loading=\"lazy\" decoding=\"async\" width=\"992\" height=\"1024\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-992x1024.png\" alt=\"\" class=\"wp-image-11121\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-992x1024.png 992w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-291x300.png 291w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-768x792.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-1489x1536.png 1489w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-12x12.png 12w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-1985x2048.png 1985w\" sizes=\"auto, (max-width: 992px) 100vw, 992px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content has-black-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-ba21e338 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg)\">\n<h2 id=\"h-stale-on-arrival\" class=\"wp-block-heading has-white-color has-text-color has-link-color has-heading-xl-font-size wp-elements-2\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">Stale on arrival<\/h2>\n\n\n\n<p class=\"has-text-align-left has-white-color has-text-color wp-block-paragraph\">Every pipeline hop adds delay, so real time turns into hours and decisions run on last night&#8217;s copy.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-custom-card wp-custom-card--image is-full-height has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6bf216e4 wp-block-group-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0;box-shadow:var(--wp--preset--shadow--default)\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"992\" height=\"1024\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Data_Burst-1-992x1024.png\" alt=\"\" class=\"wp-image-11990\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Data_Burst-1-992x1024.png 992w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Data_Burst-1-291x300.png 291w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Data_Burst-1-768x792.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Data_Burst-1-1489x1536.png 1489w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Data_Burst-1-1985x2048.png 1985w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Data_Burst-1-12x12.png 12w\" sizes=\"auto, (max-width: 992px) 100vw, 992px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content has-black-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-ba21e338 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg)\">\n<h3 id=\"h-brittle-by-design\" class=\"wp-block-heading has-white-color has-text-color has-link-color has-heading-xl-font-size wp-elements-3\">Brittle by design<\/h3>\n\n\n\n<p class=\"has-text-align-left has-white-color has-text-color wp-block-paragraph\">ETL pipelines break when an app adds a field or changes a document, and someone has to fix them by hand.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-custom-card wp-custom-card--image is-full-height has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6bf216e4 wp-block-group-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0;box-shadow:var(--wp--preset--shadow--default)\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"992\" height=\"1024\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Stack-1-edited-992x1024.png\" alt=\"\" class=\"wp-image-13167\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Stack-1-edited-992x1024.png 992w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Stack-1-edited-291x300.png 291w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Stack-1-edited-768x792.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Stack-1-edited-1489x1536.png 1489w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Stack-1-edited-12x12.png 12w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Stack-1-edited.png 1668w\" sizes=\"auto, (max-width: 992px) 100vw, 992px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content has-black-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-ba21e338 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg)\">\n<h3 class=\"wp-block-heading has-text-align-left has-white-color has-text-color has-heading-xl-font-size\" id=\"h-one-way-by-default\">One-way by default<\/h3>\n\n\n\n<p class=\"has-text-align-left has-white-color has-text-color wp-block-paragraph\">Insights stay in the warehouse. Getting them back to apps and agents takes a reverse ETL job or a script.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-custom-card wp-custom-card--image is-full-height has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6bf216e4 wp-block-group-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0;box-shadow:var(--wp--preset--shadow--default)\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"992\" height=\"1024\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Zoom-1-992x1024.png\" alt=\"\" class=\"wp-image-12731\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Zoom-1-992x1024.png 992w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Zoom-1-291x300.png 291w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Zoom-1-768x792.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Zoom-1-1489x1536.png 1489w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Zoom-1-1985x2048.png 1985w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Zoom-1-12x12.png 12w\" sizes=\"auto, (max-width: 992px) 100vw, 992px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content has-black-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-ba21e338 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg)\">\n<h3 class=\"wp-block-heading has-text-align-left has-white-color has-text-color has-heading-xl-font-size\" id=\"h-heavy-queries-slow-production\">Heavy queries slow production<\/h3>\n\n\n\n<p class=\"has-text-align-left has-white-color has-text-color wp-block-paragraph\">Run analysis on the operational database instead, and the customers using your apps feel the slowdown.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n\n\n<div class=\"wp-block-group alignfull has-peach-background-color has-background is-layout-constrained wp-container-core-group-is-layout-11e85e51 wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--2-xs);padding-bottom:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-group has-black-color has-peach-background-color has-text-color has-background has-link-color wp-elements-4 is-layout-constrained wp-container-core-group-is-layout-6e1cd670 wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--xl);padding-bottom:0\">\n<section class=\"wp-block-group alignwide wp-block-values-accordion has-peach-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-text-align-center is-style-eyebrow wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-heading-2-xl-font-size\" id=\"h-what-is-couchbase-operational-insights\">What is Couchbase Operational Insights?<\/h2>\n\n\n\n<p class=\"has-text-align-center has-body-large-font-size wp-block-paragraph\">Real-time analytics built into the Operational Data Platform for AI<sup>\u00ae<\/sup>. It analyzes live operational data and puts the answer where apps and agents act.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-a91057ef wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div style=\"margin-right:0;margin-left:0\" class=\"wp-block-couchbase-com-2026-modal\"><div class=\"wp-block-button\"><button class=\"modal__trigger wp-block-button__link wp-element-button\" data-modal-target=\"modal-1\" type=\"button\" aria-haspopup=\"dialog\" aria-controls=\"modal-1\">Watch The Video<\/button><\/div><dialog id=\"modal-1\" class=\"modal__dialog modal__dialog--lightbox modal__dialog--large\">\n\t\t\t<button class=\"modal__close modal__close--bold\" type=\"button\" aria-label=\"Close popup box\" style=\"color:#000\"><svg viewbox=\"0 0 15 15\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\"><path d=\"M2 2L13 13\" stroke=\"currentColor\" stroke-width=\"4\" stroke-linecap=\"round\"\/><path d=\"M13 2L2 13\" stroke=\"currentColor\" stroke-width=\"4\" stroke-linecap=\"round\"\/><\/svg><\/button>\n\t\t\t<div class=\"modal__scroll\"><div class=\"modal__lightbox\">\n\t\t\t<span class=\"modal__lightbox-item-data\" data-item-url=\"https:\/\/www.youtube.com\/watch?v=gApDhxeRYjI\" hidden><\/span>\n\t\t\t<div class=\"modal__lightbox-display\" aria-live=\"polite\"><\/div>\n\t\t<\/div><\/div>\n\t\t<\/dialog><\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-801acb99 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:38.58%\">\n<div data-wp-context=\"{ &quot;autoclose&quot;: true, &quot;accordionItems&quot;: [] }\" data-wp-interactive=\"core\/accordion\" role=\"group\" class=\"wp-block-accordion is-timed is-layout-flow wp-block-accordion-is-layout-flow\" style=\"margin-top:var(--wp--preset--spacing--lg)\">\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-2&quot;, &quot;openByDefault&quot;: true }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-open is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading has-icon has-icon-right has-heading-lg-font-size\"><button aria-expanded=\"true\" aria-controls=\"accordion-item-2-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-2\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Always live, with zero ETL<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-2\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-2-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-container-core-accordion-panel-is-layout-8796d431 wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\" style=\"font-size:14px\">Operational Insights mirrors operational data as it changes. Data streams in from Couchbase Capella and Couchbase Server, from MongoDB, DynamoDB, PostgreSQL, MySQL, Oracle, and SQL Server through Kafka, and from JSON, Parquet, Avro, CSV, and Delta Lake files in cloud storage. No nightly copy, and no pipeline to rebuild when a document changes shape.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"842\" height=\"1024\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-operational-insights-architecture-zero-etl-real-time-write-back_4-842x1024.png\" alt=\"Couchbase Operational Insights architecture: zero-ETL streaming in from operational data, with real-time write-back for apps and AI agents.\" class=\"wp-image-12231\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-operational-insights-architecture-zero-etl-real-time-write-back_4-842x1024.png 842w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-operational-insights-architecture-zero-etl-real-time-write-back_4-247x300.png 247w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-operational-insights-architecture-zero-etl-real-time-write-back_4-768x934.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-operational-insights-architecture-zero-etl-real-time-write-back_4-1262x1536.png 1262w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-operational-insights-architecture-zero-etl-real-time-write-back_4-10x12.png 10w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-operational-insights-architecture-zero-etl-real-time-write-back_4-1683x2048.png 1683w\" sizes=\"auto, (max-width: 842px) 100vw, 842px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-3&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-3-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-3\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Never in production&#8217;s way<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-3\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-3-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"has-small-font-size wp-block-paragraph\">Analysis runs on its own cluster, so heavy queries never slow the apps your customers use. Compute scales apart from storage, which sits in object storage, so you add capacity without moving data. Underneath, JSON is stored column by column and queries run in parallel across nodes, planned by a cost-based optimizer.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" width=\"1200\" height=\"1460\" fetchpriority=\"low\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-operational-insights-architecture-zero-etl-real-time-write-back_4.svg\" alt=\"Couchbase Operational Insights architecture: zero-ETL streaming in from operational data, with real-time write-back for apps and AI agents.\" class=\"wp-image-12224\" style=\"aspect-ratio:0.8219364363975444;width:330px;height:auto\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-4&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-4-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-4\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Results flow back to the app<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-4\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-4-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-container-core-accordion-panel-is-layout-8796d431 wp-block-accordion-panel-is-layout-flow\">\n<p class=\"has-small-font-size wp-block-paragraph\">An insight pays off when something acts on it. Write the results of any SQL++ query straight back into the operational database your apps and agents already read: churn and fraud scores, customer segments, cluster labels, KPIs, and next-best offers. There&#8217;s no reverse ETL and no hand-off, so the answer is ready on the next read.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" width=\"1200\" height=\"1460\" fetchpriority=\"low\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-operational-insights-architecture-zero-etl-real-time-write-back_4.svg\" alt=\"Couchbase Operational Insights architecture: zero-ETL streaming in from operational data, with real-time write-back for apps and AI agents.\" class=\"wp-image-12224\" style=\"aspect-ratio:0.8219364363975444;width:331px;height:auto\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-5&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-5-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-5\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Semantic meets structured<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-5\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-5-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-container-core-accordion-panel-is-layout-8796d431 wp-block-accordion-panel-is-layout-flow\">\n<p class=\"has-small-font-size wp-block-paragraph\">For self-managed deployments, group records by exact value or by meaning with semantic clustering, built on native vector search. Cluster reviews, tickets, or claims into themes, and aggregate them in the same SQL query. Vector support and SQL enables exact search for precision and approximate search for speed.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"1460\" fetchpriority=\"low\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-operational-insights-architecture-zero-etl-real-time-write-back_4.svg\" alt=\"Couchbase Operational Insights architecture: zero-ETL streaming in from operational data, with real-time write-back for apps and AI agents.\" class=\"wp-image-12224\"\/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center values-accordion__image-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:56.48%\">\n<div class=\"wp-block-group values-accordion__image-panel is-layout-flow wp-block-group-is-layout-flow\"><\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-peach-background-color has-background is-layout-constrained wp-container-core-group-is-layout-51fa12eb wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center has-heading-2-xl-font-size\" id=\"h-stats-and-benchmarks\" style=\"margin-top:var(--wp--preset--spacing--xl);margin-bottom:var(--wp--preset--spacing--xl)\">Stats and benchmarks<\/h2>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-1c863dbf wp-block-group-is-layout-flex\" style=\"margin-bottom:var(--wp--preset--spacing--xl);padding-right:var(--wp--preset--spacing--2-xl);padding-bottom:0;padding-left:var(--wp--preset--spacing--2-xl)\">\n<div class=\"wp-block-group wp-block-stat-item has-orange-color has-black-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-58033321 wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">~100\u00d7<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">lower analytical query latency vs. MongoDB Atlas (CH2++ 2025)<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-block-stat-item has-orange-color has-black-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-58033321 wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">22\/22<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">CH2++ queries completed. MongoDB Atlas timed out on 8 of 22.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-peach-background-color has-background is-layout-constrained wp-container-core-group-is-layout-4dc5e948 wp-block-group-is-layout-constrained\" style=\"padding-right:var(--wp--preset--spacing--xl);padding-left:var(--wp--preset--spacing--xl)\">\n<section class=\"wp-block-group wp-block-leading-content is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-text-align-center is-style-eyebrow has-black-color has-text-color has-link-color wp-elements-5 wp-block-paragraph\" style=\"font-size:12px\">OPERATIONAL INSIGHTS CUSTOMERS<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-heading-2-xl-font-size\" id=\"h-results-in-production\">Results in production<\/h2>\n<\/section>\n\n\n\n<div class=\"wp-block-group wp-block-stat-item-list is-style-default is-horizontal is-content-justification-center is-layout-flex wp-container-core-group-is-layout-25d70053 wp-block-group-is-layout-flex\" style=\"margin-top:0;margin-bottom:var(--wp--preset--spacing--xl);padding-top:var(--wp--preset--spacing--xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:0;padding-left:var(--wp--preset--spacing--2-xl)\">\n<div class=\"wp-block-group wp-block-stat-item has-orange-color has-black-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-8ca9c912 wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">500%<\/p>\n\n\n\n<p class=\"has-body-small-font-size wp-block-paragraph\">\u30af\u30a8\u30ea\u30fc\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5411\u4e0a<\/p>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized testimonial-carousel__logo\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/broadjump-rebrand-white-1.svg\" alt=\"\" class=\"wp-image-2460\" style=\"aspect-ratio:2.0661118816458623;width:129px;height:auto\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/ja\/customers\/broadjump\/\" data-type=\"link\" data-id=\"https:\/\/www.couchbase.com\/customers\/broadjump\/\">\u8a18\u4e8b\u3092\u8aad\u3080<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-block-stat-item has-orange-color has-black-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-ed9a3e0d wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">18K+<\/p>\n\n\n\n<p class=\"has-body-small-font-size wp-block-paragraph\">stores in 90+ countries with unified customer data<\/p>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized testimonial-carousel__logo\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/dominos-white.svg\" alt=\"\" class=\"wp-image-3276\" style=\"aspect-ratio:2.0661118816458623;width:129px;height:auto\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/ja\/customers\/dominos\/\" data-type=\"link\" data-id=\"https:\/\/www.couchbase.com\/customers\/dominos\/\">\u8a18\u4e8b\u3092\u8aad\u3080<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns cta-banner has-black-background-color has-background is-layout-flex wp-container-core-columns-is-layout-77b8f695 wp-block-columns-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--xs);padding-right:0;padding-bottom:var(--wp--preset--spacing--xs);padding-left:0\">\n<div class=\"wp-block-column cta-banner__image-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"569\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-edited-1024x569.png\" alt=\"\" class=\"wp-image-13157\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-edited-1024x569.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-edited-300x167.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-edited-768x427.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-edited-1536x854.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-edited-2048x1138.png 2048w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-edited-18x10.png 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-7f6d387f wp-block-columns-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--xl);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-column cta-banner__text is-vertical is-nowrap is-layout-flex wp-container-core-column-is-layout-baa6f4c7 wp-block-column-is-layout-flex\">\n<p class=\"is-style-eyebrow has-white-color has-text-color has-small-font-size wp-block-paragraph\"><\/p>\n\n\n\n<h2 id=\"h-see-how-operational-insights-compares-with-mongodb-atlas\" class=\"wp-block-heading has-white-color has-text-color has-heading-xl-font-size\">See how Operational Insights compares with MongoDB Atlas<\/h2>\n\n\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-6 wp-block-paragraph\">In a CH2++ benchmark with an independent firm, analytical query latency was ~100 to 150x lower on price-comparable clusters.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center cta-banner__cta is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-medium\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ja\/document\/couchbase-vs-mongodb-real-time-analytics-benchmarks\/\">\u30ec\u30dd\u30fc\u30c8\u3092\u5165\u624b\u3059\u308b<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-group alignfull has-black-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\">\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<section class=\"wp-block-group wp-block-leading-content has-black-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;padding-top:var(--wp--preset--spacing--xl);padding-bottom:var(--wp--preset--spacing--xl)\">\n<p class=\"has-text-align-center is-style-eyebrow has-white-color has-text-color has-link-color wp-elements-7 wp-block-paragraph\">HOW IT WORKS<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-link-color has-heading-2-xl-font-size wp-elements-8\" id=\"h-one-closed-loop-from-data-to-decision\">One closed loop, from data to decision<\/h2>\n\n\n\n<p class=\"has-text-align-center has-white-color has-text-color has-link-color has-body-large-font-size wp-elements-9 wp-block-paragraph\">Operational Insights covers every step between a change in your data and the action an app or agent takes on it.<\/p>\n\n\n<div style=\"padding-top:var(--wp--preset--spacing--md);padding-bottom:var(--wp--preset--spacing--md);padding-left:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);--tabs-accent-color: #EC1218;--tabs-edge-left: var(--wp--preset--spacing--lg);--tabs-edge-right: var(--wp--preset--spacing--lg)\" class=\"is-style-default wp-block-couchbase-com-2026-tabs has-background has-black-background-color\" data-tabs-id=\"tabs-block-6\"><div class=\"tabs-block__nav-select-wrapper\"><div class=\"tabs-block__nav-select\"><button class=\"tabs-block__nav-select-trigger\" type=\"button\" aria-haspopup=\"listbox\" aria-expanded=\"false\"><span class=\"tabs-block__nav-select-trigger-content\"><span class=\"tabs-block__nav-select-label\">Ingest<\/span><\/span><svg class=\"tabs-block__nav-select-chevron\" width=\"16\" height=\"16\" viewbox=\"0 0 16 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M4 6l4 4 4-4\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><ul class=\"tabs-block__nav-select-list\" role=\"listbox\" aria-label=\"Select tab\"><li class=\"tabs-block__nav-select-option is-active\" id=\"tabs-block-6-option-0\" role=\"option\" aria-selected=\"true\" tabindex=\"0\" data-panel-id=\"tabs-block-6-panel-0\"><span class=\"tabs-block__nav-select-label\">Ingest<\/span><\/li><li class=\"tabs-block__nav-select-option\" id=\"tabs-block-6-option-1\" role=\"option\" aria-selected=\"false\" tabindex=\"-1\" data-panel-id=\"tabs-block-6-panel-1\"><span class=\"tabs-block__nav-select-label\">Analyze<\/span><\/li><li class=\"tabs-block__nav-select-option\" id=\"tabs-block-6-option-2\" role=\"option\" aria-selected=\"false\" tabindex=\"-1\" data-panel-id=\"tabs-block-6-panel-2\"><span class=\"tabs-block__nav-select-label\">Cluster<\/span><\/li><li class=\"tabs-block__nav-select-option\" id=\"tabs-block-6-option-3\" role=\"option\" aria-selected=\"false\" tabindex=\"-1\" data-panel-id=\"tabs-block-6-panel-3\"><span class=\"tabs-block__nav-select-label\">Act<\/span><\/li><\/ul><\/div><\/div><div class=\"tabs-block__nav\" role=\"tablist\" aria-label=\"\u30bf\u30d6\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\"><button class=\"tabs-block__tab is-active\" id=\"tabs-block-6-tab-0\" role=\"tab\" type=\"button\" aria-selected=\"true\" aria-controls=\"tabs-block-6-panel-0\" tabindex=\"0\"><span class=\"tabs-block__tab-label\">Ingest<\/span><\/button><button class=\"tabs-block__tab\" id=\"tabs-block-6-tab-1\" role=\"tab\" type=\"button\" aria-selected=\"false\" aria-controls=\"tabs-block-6-panel-1\" tabindex=\"-1\"><span class=\"tabs-block__tab-label\">Analyze<\/span><span class=\"tabs-block__tab-caption\">Query nested JSON in place with SQL++, joining live operational data with historical and external sources in one query.<\/span><\/button><button class=\"tabs-block__tab\" id=\"tabs-block-6-tab-2\" role=\"tab\" type=\"button\" aria-selected=\"false\" aria-controls=\"tabs-block-6-panel-2\" tabindex=\"-1\"><span class=\"tabs-block__tab-label\">Cluster<\/span><\/button><button class=\"tabs-block__tab\" id=\"tabs-block-6-tab-3\" role=\"tab\" type=\"button\" aria-selected=\"false\" aria-controls=\"tabs-block-6-panel-3\" tabindex=\"-1\"><span class=\"tabs-block__tab-label\">Act<\/span><\/button><\/div><div class=\"tabs-block__panels\"><div class=\"tabs-block__panel is-active\" id=\"tabs-block-6-panel-0\" role=\"tabpanel\" aria-labelledby=\"tabs-block-6-tab-0\">\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-10 wp-block-paragraph\">Stream changes in from Couchbase, other databases, and cloud storage as they happen, with no ETL pipeline to build or babysit.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-link-color wp-elements-11\" id=\"h-operational-insights-capabilities\" style=\"padding-top:var(--wp--preset--spacing--sm);padding-bottom:var(--wp--preset--spacing--sm)\">Operational Insights capabilities<\/h2>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-featured-content has-white-color has-black-background-color has-text-color has-background is-layout-constrained wp-container-core-group-is-layout-3867c3b3 wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--2-xs);margin-bottom:var(--wp--preset--spacing--2-xs);padding-top:0;padding-right:0;padding-bottom:var(--wp--preset--spacing--xs);padding-left:0\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-e9181e3d wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-group wp-block-featured-content__card has-black-color has-white-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-fd44e563 wp-block-group-is-layout-flex is-linked\"><a class=\"wp-block-group__link\" href=\"https:\/\/docs.couchbase.com\/server\/current\/learn\/clusters-and-availability\/rebalance.html\" target=\"_self\" rel=\"follow\" aria-hidden=\"true\" tabindex=\"-1\">&nbsp;<\/a><div class=\"is-size-large wp-elements-12 wp-elements-21 wp-block-couchbase-com-2026-icon\"><svg viewbox=\"13 12 34 36\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M29.58,25.16c.28,0,.57,0,.85,0,.02,0,.03,0,.05,0,.27.02.54.05.81.09.7.11,1.38.32,2.02.61.78.35,1.48.82,2.11,1.39.58.53,1.08,1.14,1.49,1.81.35.59.63,1.2.82,1.86.2.68.32,1.36.32,2.07,0,.03,0,.06,0,.09v.36s0,.06,0,.1c0,.07,0,.14,0,.21-.02.34-.07.68-.13,1.01-.12.63-.32,1.24-.59,1.83-.37.79-.85,1.51-1.45,2.14-.4.43-.85.81-1.34,1.15-.52.35-1.07.64-1.65.87-.53.2-1.08.35-1.64.44-.26.04-.53.07-.79.08-.08,0-.15,0-.23.02h-.45s-.05,0-.08-.01c-.23-.01-.45-.03-.67-.05-.32-.04-.65-.1-.96-.18-.93-.23-1.78-.61-2.57-1.14-.61-.41-1.15-.9-1.63-1.46-.67-.79-1.17-1.68-1.5-2.66-.22-.66-.36-1.34-.4-2.03,0-.04,0-.08-.02-.12v-.86s.02-.08.02-.13c0-.18.03-.37.06-.55.13-.92.41-1.79.84-2.61.49-.93,1.14-1.74,1.94-2.42.6-.51,1.26-.92,1.97-1.23.52-.23,1.06-.4,1.62-.52.32-.07.65-.11.98-.14.07,0,.15,0,.22-.02ZM29.96,32.91c-.31,0-.68.02-1.06.03-.19,0-.38,0-.57.01-.34.01-.68.01-1.02.02-.11,0-.12.02-.12-.12,0-.67,0-1.33,0-2,0-.03,0-.07,0-.1,0-.22-.15-.36-.37-.36-.17,0-.34,0-.52.01-.25.01-.51.03-.76.06-.1.01-.19.02-.28.06-.4.14-.69.54-.69.97,0,1.04,0,2.09,0,3.13,0,.05,0,.11.01.16.05.44.34.76.78.85.32.06.65.1.97.13.19.02.39.03.58.04.24.02.48.03.72.05.2.01.39.02.59.03.3.01.61.02.91.03.34,0,.67,0,1.01,0,.27,0,.54,0,.81,0,.34,0,.68-.02,1.02-.03.14,0,.29,0,.43-.02.09,0,.17,0,.26-.01.17-.01.34-.02.51-.03.13,0,.27-.02.4-.03.2-.02.39-.04.59-.06.17-.02.34-.04.51-.08.41-.09.66-.34.76-.75.02-.09.02-.18.02-.28,0-.53,0-1.05,0-1.58,0-.49,0-.99.02-1.48,0-.16-.02-.32-.09-.46-.15-.32-.39-.52-.74-.59-.15-.03-.31-.04-.46-.05-.19-.02-.39-.03-.59-.04-.05,0-.11,0-.16,0-.08,0-.15,0-.23,0-.18,0-.3.11-.34.29,0,.04,0,.09,0,.13,0,.68,0,1.36,0,2.04,0,.03,0,.05,0,.08,0,.03-.01.04-.04.04-.02,0-.04,0-.06,0-.39,0-.77-.01-1.16-.02-.2,0-.41,0-.61-.01-.32-.01-.64-.01-1.01-.02Z\"\/><path d=\"M30,11.93c-6.48,0-17.45,1.15-17.45,5.47s10.97,5.47,17.45,5.47c4.55,0,11.3-.57,14.93-2.4v22.1c-.33,1.04-5.75,2.98-14.93,2.98s-14.6-1.94-14.93-2.95v-18.9c-.87-.34-1.74-.76-2.52-1.28v20.18c0,4.32,10.97,5.47,17.45,5.47s17.45-1.15,17.45-5.47v-25.2c0-4.32-10.97-5.47-17.45-5.47ZM30,20.35c-9.09,0-14.49-1.9-14.92-2.95.42-1.05,5.83-2.95,14.92-2.95s14.49,1.9,14.92,2.95c-.42,1.05-5.83,2.95-14.92,2.95Z\"\/><\/svg><\/div>\n\n\n<h2 id=\"h-zero-etl-ingestion\" class=\"wp-block-heading has-heading-xl-font-size\">Zero ETL ingestion<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Stream data from Couchbase, MongoDB, DynamoDB, PostgreSQL, MySQL, Oracle, and SQL Server via Kafka, and read files on S3, GCS, and Azure.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n<\/div><div class=\"tabs-block__panel\" id=\"tabs-block-6-panel-1\" role=\"tabpanel\" aria-labelledby=\"tabs-block-6-tab-1\" hidden>\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-13 wp-block-paragraph\">Query nested JSON in place with SQL++, joining live operational data with historical and external sources in one query.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-link-color wp-elements-14\" id=\"h-operational-insights-capabilities-0\" style=\"padding-top:var(--wp--preset--spacing--sm);padding-bottom:var(--wp--preset--spacing--sm)\">Operational Insights capabilities<\/h2>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-featured-content has-white-color has-black-background-color has-text-color has-background is-layout-constrained wp-container-core-group-is-layout-a98bda09 wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--2-xs);margin-bottom:var(--wp--preset--spacing--2-xs);padding-top:var(--wp--preset--spacing--xs);padding-bottom:var(--wp--preset--spacing--xs)\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-e9181e3d wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-group wp-block-featured-content__card has-black-color has-white-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-fd44e563 wp-block-group-is-layout-flex is-linked\"><a class=\"wp-block-group__link\" href=\"https:\/\/docs.couchbase.com\/server\/current\/learn\/services-and-indexes\/services\/continuous-backup.html\" target=\"_self\" rel=\"follow\" aria-hidden=\"true\" tabindex=\"-1\">&nbsp;<\/a><div class=\"is-size-large wp-block-couchbase-com-2026-icon\"><svg viewbox=\"13 14 34 31\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><polygon points=\"44.85 43.06 44.85 24.38 41.85 24.38 41.85 43.06 40.37 43.06 40.37 32.63 37.37 32.63 37.37 43.06 35.88 43.06 35.88 34.4 32.88 34.4 32.88 43.06 31.4 43.06 31.4 32.63 28.4 32.63 28.4 43.06 26.92 43.06 26.92 29.34 23.92 29.34 23.92 43.06 22.44 43.06 22.44 37.16 19.44 37.16 19.44 43.06 17.96 43.06 17.96 38.93 14.96 38.93 14.96 43.06 12.48 43.06 12.48 45.46 47.52 45.46 47.52 43.06 44.85 43.06\"\/><path d=\"M16.46,35.06c1.6,0,2.9-1.3,2.9-2.9,0-.52-.15-1-.38-1.42.05-.04.09-.08.14-.13l4.79-5.57s.02-.03.03-.04c.42.24.9.38,1.41.38.79,0,1.51-.32,2.03-.83.03.02.05.04.08.06l3.58,2.08c.14.08.3.12.45.12.01,0,.03,0,.04,0-.02.14-.04.29-.04.43,0,1.6,1.3,2.9,2.9,2.9s2.9-1.3,2.9-2.9c0-.48-.13-.93-.34-1.33.06-.05.12-.1.17-.16l4.59-5.6c.06-.08.11-.16.14-.25.44.26.94.43,1.49.43,1.6,0,2.9-1.3,2.9-2.9s-1.3-2.9-2.9-2.9-2.9,1.3-2.9,2.9c0,.47.12.9.32,1.29-.17.05-.32.15-.44.29l-4.59,5.6s-.02.04-.04.06c-.4-.2-.84-.33-1.31-.33-.88,0-1.66.4-2.19,1.02-.07-.09-.15-.17-.26-.23l-3.58-2.08c-.05-.03-.11-.06-.17-.08.03-.16.05-.32.05-.49,0-1.6-1.3-2.9-2.9-2.9s-2.9,1.3-2.9,2.9c0,.44.11.85.28,1.23-.07.04-.13.1-.19.16l-4.79,5.57s-.04.06-.07.09c-.37-.17-.78-.28-1.22-.28-1.6,0-2.9,1.3-2.9,2.9s1.3,2.9,2.9,2.9Z\"\/><\/svg><\/div>\n\n\n<h2 id=\"h-sql-on-json\" class=\"wp-block-heading has-heading-xl-font-size\">SQL on JSON<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Joins and aggregations on nested JSON with no flattening. In self-managed, add custom logic with Python UDFs and run several steps per request.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n<\/div><div class=\"tabs-block__panel\" id=\"tabs-block-6-panel-2\" role=\"tabpanel\" aria-labelledby=\"tabs-block-6-tab-2\" hidden>\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-15 wp-block-paragraph\">Group data by meaning and field with semantic clustering and vector search, then aggregate it in the same query (self-managed).<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-link-color wp-elements-16\" id=\"h-operational-insights-capabilities-1\" style=\"padding-top:var(--wp--preset--spacing--sm);padding-bottom:var(--wp--preset--spacing--sm)\">Operational Insights capabilities<\/h2>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-featured-content has-white-color has-black-background-color has-text-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--2-xs);margin-bottom:var(--wp--preset--spacing--2-xs);padding-top:var(--wp--preset--spacing--sm);padding-bottom:var(--wp--preset--spacing--sm)\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-e9181e3d wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-group wp-block-featured-content__card has-black-color has-white-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-fd44e563 wp-block-group-is-layout-flex is-linked\"><a class=\"wp-block-group__link\" href=\"https:\/\/docs.couchbase.com\/server\/current\/vector-index\/vectors-and-indexes-overview.html\" target=\"_self\" rel=\"follow\" aria-hidden=\"true\" tabindex=\"-1\">&nbsp;<\/a><div class=\"is-size-large wp-block-couchbase-com-2026-icon\"><svg viewbox=\"7 12 46 36\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"m30.47 14.84 1.6 1.6 1.58-1.58-2.4-2.4c-.44-.44-1.15-.44-1.58 0l-2.4 2.4 1.58 1.58 1.6-1.6ZM30.47 45.16l-1.6-1.6-1.58 1.58 2.4 2.4c.22.22.51.33.79.33s.57-.11.79-.33l2.4-2.4-1.58-1.58-1.6 1.6ZM44.5 19.21H15.5c-.62 0-1.12.5-1.12 1.12v19.34c0 .62.5 1.12 1.12 1.12h29c.62 0 1.12-.5 1.12-1.12v-12.08h-2.24v9.2l-7.16-7.81c-.21-.23-.5-.36-.8-.36-.3 0-.6.11-.82.33l-2.71 2.73 1.59 1.58 1.88-1.89 6.59 7.19h-6.61l-10.43-12.31c-.21-.25-.51-.39-.83-.4-.33.01-.63.13-.85.36l-6.61 7.22v-11.97h26.76v2.1h2.24v-3.22c0-.62-.5-1.12-1.12-1.12ZM18.81 34.34h4.74v-2.24h-2.69l3.16-3.45 8.38 9.89h-15.79v-1.81l2.19-2.4ZM9.85 27.14l-2.4 2.4c-.44.44-.44 1.15 0 1.58l2.4 2.4 1.58-1.58-1.6-1.6 1.6-1.6-1.58-1.58ZM52.54 29.54l-2.4-2.4-1.58 1.58 1.6 1.6-1.6 1.6 1.58 1.58 2.4-2.4c.44-.44.44-1.15 0-1.58Z\"\/><\/svg><\/div>\n\n\n<h2 id=\"h-semantic-clustering-and-vector-search\" class=\"wp-block-heading has-heading-xl-font-size\">Semantic clustering and vector search<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">CLUSTER BY groups records by meaning in SQL++. Run exact (KNN) vector search or approximate (ANN) search on a VTREE index (self-managed).<\/p>\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n<\/div><div class=\"tabs-block__panel\" id=\"tabs-block-6-panel-3\" role=\"tabpanel\" aria-labelledby=\"tabs-block-6-tab-3\" hidden>\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-17 wp-block-paragraph\">Write results straight back to the operational database, so apps and agents act on them with the very next read.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-link-color wp-elements-18\" id=\"h-operational-insights-capabilities-2\" style=\"padding-top:var(--wp--preset--spacing--sm);padding-bottom:var(--wp--preset--spacing--sm)\">Operational Insights capabilities<\/h2>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-featured-content has-white-color has-black-background-color has-text-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--2-xs);margin-bottom:var(--wp--preset--spacing--2-xs);padding-top:var(--wp--preset--spacing--sm);padding-bottom:var(--wp--preset--spacing--sm)\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-e9181e3d wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-group wp-block-featured-content__card has-black-color has-white-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-fd44e563 wp-block-group-is-layout-flex is-linked\"><a class=\"wp-block-group__link\" href=\"https:\/\/docs.couchbase.com\/operator\/current\/overview.html\" target=\"_self\" rel=\"follow\" aria-hidden=\"true\" tabindex=\"-1\">&nbsp;<\/a><div class=\"is-size-large wp-block-couchbase-com-2026-icon\"><svg viewbox=\"10 12 40 36\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M30,34.4c-.2,0-.4-.05-.58-.14l-18.84-9.82c-.42-.22-.68-.65-.68-1.12s.26-.9.68-1.12l18.84-9.82c.37-.19.8-.19,1.16,0l18.84,9.82c.42.22.68.65.68,1.12s-.26.9-.68,1.12l-18.84,9.82c-.18.1-.38.14-.58.14ZM13.88,23.31l16.12,8.4,16.12-8.4-16.12-8.4-16.12,8.4Z\"\/><path d=\"M10.5,31.08l18.92,9.86c.18.1.38.14.58.14s.4-.05.58-.14l18.98-9.89v-2.84l-19.56,10.2-19.51-10.17v2.84Z\"\/><path d=\"M49.56,34.89l-19.56,10.2-19.51-10.17v2.84l18.92,9.86c.18.1.38.14.58.14s.4-.05.58-.14l18.98-9.89v-2.84Z\"\/><\/svg><\/div>\n\n\n<h2 id=\"h-real-time-write-back\" class=\"wp-block-heading has-heading-xl-font-size\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30fb\u30e9\u30a4\u30c8\u30d0\u30c3\u30af<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Write the results of any SQL++ query to Couchbase Capella, Couchbase Server, or cloud file stores. No reverse ETL.<\/p>\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n<\/div><\/div><\/div><\/section>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull is-layout-constrained wp-block-group-is-layout-constrained\"><div style=\"padding-top:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);--tabs-accent-color: #EC1218;--tabs-edge-left: var(--wp--preset--spacing--lg);--tabs-edge-right: var(--wp--preset--spacing--lg)\" class=\"is-style-detached wp-block-couchbase-com-2026-tabs\" data-tabs-id=\"tabs-block-7\"><div class=\"tabs-block__nav-select-wrapper\"><div class=\"tabs-block__nav-select\"><button class=\"tabs-block__nav-select-trigger\" type=\"button\" aria-haspopup=\"listbox\" aria-expanded=\"false\"><span class=\"tabs-block__nav-select-trigger-content\"><span class=\"tabs-block__nav-select-label\">Data flow<\/span><\/span><svg class=\"tabs-block__nav-select-chevron\" width=\"16\" height=\"16\" viewbox=\"0 0 16 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M4 6l4 4 4-4\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><ul class=\"tabs-block__nav-select-list\" role=\"listbox\" aria-label=\"Select tab\"><li class=\"tabs-block__nav-select-option is-active\" id=\"tabs-block-7-option-0\" role=\"option\" aria-selected=\"true\" tabindex=\"0\" data-panel-id=\"tabs-block-7-panel-0\"><span class=\"tabs-block__nav-select-label\">Data flow<\/span><\/li><li class=\"tabs-block__nav-select-option\" id=\"tabs-block-7-option-1\" role=\"option\" aria-selected=\"false\" tabindex=\"-1\" data-panel-id=\"tabs-block-7-panel-1\"><span class=\"tabs-block__nav-select-label\">Vector indexing<\/span><\/li><\/ul><\/div><\/div><div class=\"tabs-block__nav\" role=\"tablist\" aria-label=\"\u30bf\u30d6\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\"><button class=\"tabs-block__tab is-active\" id=\"tabs-block-7-tab-0\" role=\"tab\" type=\"button\" aria-selected=\"true\" aria-controls=\"tabs-block-7-panel-0\" tabindex=\"0\"><span class=\"tabs-block__tab-label\">Data flow<\/span><span class=\"tabs-block__tab-caption\">Sources for apps &amp; agents<\/span><\/button><button class=\"tabs-block__tab\" id=\"tabs-block-7-tab-1\" role=\"tab\" type=\"button\" aria-selected=\"false\" aria-controls=\"tabs-block-7-panel-1\" tabindex=\"-1\"><span class=\"tabs-block__tab-label\">Vector indexing<\/span><span class=\"tabs-block__tab-caption\">Vector search in SQL<\/span><\/button><\/div><div class=\"tabs-block__panels\"><div class=\"tabs-block__panel is-active\" id=\"tabs-block-7-panel-0\" role=\"tabpanel\" aria-labelledby=\"tabs-block-7-tab-0\">\n\n<p class=\"is-style-eyebrow has-black-color has-text-color has-link-color wp-elements-28 wp-block-paragraph\">\u5efa\u7bc9<\/p>\n\n\n\n<h2 id=\"h-how-operational-insights-works\" class=\"wp-block-heading has-heading-xl-font-size\">How Operational Insights works<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2400\" height=\"1224\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/operational-insights_data-flow.png\" alt=\"\" class=\"wp-image-12388\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/operational-insights_data-flow.png 2400w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/operational-insights_data-flow-300x153.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/operational-insights_data-flow-1024x522.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/operational-insights_data-flow-768x392.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/operational-insights_data-flow-1536x783.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/operational-insights_data-flow-2048x1044.png 2048w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/operational-insights_data-flow-18x9.png 18w\" sizes=\"auto, (max-width: 2400px) 100vw, 2400px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-columns are-vertically-aligned-top is-layout-flex wp-container-core-columns-is-layout-a91057ef wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>Fast ingestion<\/strong><br>Real-time streams from Couchbase Capella and Couchbase Server, Kafka feeds from MongoDB, DynamoDB, PostgreSQL, MySQL, Oracle, and SQL Server, and files in S3, GCS, and Azure.<br><br><strong>Speed and scale<\/strong><br>Column-wise storage, parallel processing, and compute that scales apart from storage, so analysis never competes with your apps for resources.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>Real-time analysis<\/strong><br>SQL++, vector search and semantic clustering for apps and agents through SDKs and the Data API, plus Tableau, Power BI, and Superset over JDBC and ODBC.<br><br><br><strong>Write-back<\/strong><br>Results go back to Couchbase Capella, Couchbase Server, or cloud file stores, ready for apps and agents on the next read.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/docs.couchbase.com\/home\/operational-insights.html\">\u3055\u3089\u306b\u8a73\u3057\u304f<\/a><\/div>\n<\/div>\n\n<\/div><div class=\"tabs-block__panel\" id=\"tabs-block-7-panel-1\" role=\"tabpanel\" aria-labelledby=\"tabs-block-7-tab-1\" hidden>\n\n<p class=\"is-style-eyebrow has-black-color has-text-color has-link-color wp-elements-29 wp-block-paragraph\">VECTOR SEARCH<\/p>\n\n\n\n<h2 id=\"h-how-vector-search-queries-work\" class=\"wp-block-heading\">How vector search queries work<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"470\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/operational-insights_semantic-clustering-1024x470.png\" alt=\"\" class=\"wp-image-12389\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/operational-insights_semantic-clustering-1024x470.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/operational-insights_semantic-clustering-300x138.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/operational-insights_semantic-clustering-767x352.png 767w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/operational-insights_semantic-clustering-18x8.png 18w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/operational-insights_semantic-clustering-1536x705.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/operational-insights_semantic-clustering-2048x940.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-a91057ef wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>Vector storage<\/strong><br>Embeddings live in JSON documents next to the data they describe, so vectors and records stay in one place.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>VTREE index<\/strong><br>Groups similar vectors into leaf clusters that a search can probe directly. Optional SQ4 or SQ8 quantization compresses stored vectors.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>Exact search (KNN)<\/strong><br>Compares the query with every stored vector. Precise, but slower as data grows.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Approximate search (ANN)<\/strong><br>Uses the index to narrow to likely matches first. Much faster at scale, with settings that trade recall for cost. The same vectors power semantic clustering.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/docs.couchbase.com\/home\/operational-insights.html\">\u3055\u3089\u306b\u8a73\u3057\u304f<\/a><\/div>\n<\/div>\n\n<\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-group alignfull is-layout-constrained wp-container-core-group-is-layout-eb09850c wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--2-xs);margin-bottom:var(--wp--preset--spacing--2-xs);padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-media-text is-stacked-on-mobile is-vertically-aligned-center\" style=\"padding-right:var(--wp--preset--spacing--md);padding-left:var(--wp--preset--spacing--md)\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"820\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-2-1024x820.jpg\" alt=\"\" class=\"wp-image-11499 size-full\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-2-1024x820.jpg 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-2-767x614.jpg 767w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-2-300x240.jpg 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-2-1536x1229.jpg 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-2-15x12.jpg 15w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-2.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"is-style-eyebrow has-black-color has-text-color has-link-color has-body-large-font-size wp-elements-32 wp-block-paragraph\">UNDER THE HOOD<\/p>\n\n\n\n<h2 id=\"h-built-for-constant-concurrent-questions\" class=\"wp-block-heading has-heading-2-xl-font-size\">Built for constant, concurrent questions<\/h2>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">AI agents ask constantly, and often all at once. Hash-based aggregation computes DISTINCT counts in a single pass. Query plan caching reuses the best plan when a question repeats. Sampled optimizer statistics skip full-table scans, so stats collection scales with your data. <\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-custom-font-size wp-element-button\" href=\"https:\/\/docs.couchbase.com\/home\/operational-insights.html\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">Read The Docs<\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-black-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignfull is-layout-constrained wp-block-group-is-layout-constrained\">\n<section class=\"wp-block-group alignfull wp-block-card-group wp-block-card-group--two-column has-black-background-color has-background is-layout-constrained wp-container-core-group-is-layout-46ec9448 wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-group wp-block-leading-content is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--md);padding-bottom:var(--wp--preset--spacing--md)\">\n<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-link-color has-heading-2-xl-font-size wp-elements-33\" id=\"h-one-product-two-ways-to-run-it\">One product, two ways to run it<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-7e56aaf8 wp-block-columns-is-layout-flex\" style=\"padding-right:var(--wp--preset--spacing--xl);padding-left:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-column wp-block-card-group__two-col-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<div class=\"wp-block-group wp-custom-card is-full-height has-peach-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-69c03a74 wp-block-group-is-layout-flex\" style=\"box-shadow:var(--wp--preset--shadow--default)\">\n<h3 id=\"h-fully-managed\" class=\"wp-block-heading\" style=\"font-size:14px;font-style:normal;font-weight:800\">FULLY MANAGED<\/h3>\n\n\n\n<h2 id=\"h-on-couchbase-capella\" class=\"wp-block-heading has-heading-xl-font-size\">On Couchbase Capella<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">Run Operational Insights as a service on AWS, Google Cloud, or Azure (select regions). Ask questions in plain English with Capella iQ, turn clusters off on demand or on a schedule and pay only for storage while off, and let Couchbase handle backup, monitoring, and alerts.<\/p>\n\n\n\n<div class=\"wp-block-buttons card__buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto\">\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link has-custom-font-size wp-element-button\" href=\"https:\/\/docs.couchbase.com\/analytics\/intro\/intro.html\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">\u3055\u3089\u306b\u8a73\u3057\u304f<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column wp-block-card-group__two-col-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<div class=\"wp-block-group wp-custom-card is-full-height has-peach-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-69c03a74 wp-block-group-is-layout-flex\" style=\"box-shadow:var(--wp--preset--shadow--default)\">\n<h3 id=\"h-self-managed\" class=\"wp-block-heading\" style=\"font-size:14px;font-style:normal;font-weight:800\">SELF-MANAGED<\/h3>\n\n\n\n<h2 id=\"h-wherever-you-run-it\" class=\"wp-block-heading has-heading-xl-font-size\">Wherever you run it<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">Deploy on premises or in your own AWS, Azure, Google Cloud, or OCI account, on x86 or ARM with S3-compatible object storage. Query Apache Iceberg tables in place through open REST catalogs, and send Prometheus-ready metrics to the monitoring tools you already use.<\/p>\n\n\n\n<div class=\"wp-block-buttons card__buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto\">\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link has-custom-font-size wp-element-button\" href=\"https:\/\/www.couchbase.com\/ja\/downloads\/?family=enterprise-analytics\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<section class=\"wp-block-group wp-block-faq-accordion has-black-background-color has-background is-layout-constrained wp-container-core-group-is-layout-27f5d516 wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--2-xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--2-xl);padding-left:var(--wp--preset--spacing--lg)\">\n<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-link-color has-heading-2-xl-font-size wp-elements-34\" id=\"h-operational-insights-formerly-analytics-faq\">Operational Insights (formerly Analytics) FAQ<\/h2>\n\n\n\n<p class=\"has-text-align-center has-white-color has-text-color has-link-color has-body-large-font-size wp-elements-35 wp-block-paragraph\">Get quick answers about real-time analytics, zero ETL, write-back, AI agents, and deployment options.<\/p>\n\n\n\n<div data-wp-context=\"{ &quot;autoclose&quot;: true, &quot;accordionItems&quot;: [] }\" data-wp-interactive=\"core\/accordion\" role=\"group\" class=\"wp-block-accordion is-timed is-layout-flow wp-block-accordion-is-layout-flow\" style=\"margin-top:var(--wp--preset--spacing--xl)\">\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-8&quot;, &quot;openByDefault&quot;: true }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-open has-peach-background-color has-background is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"true\" aria-controls=\"accordion-item-8-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-8\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">What is Couchbase Operational Insights?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-8\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-8-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Couchbase Operational Insights is real-time analytics built into the Couchbase platform. It queries live operational JSON data with SQL++ and writes results back for apps and AI agents to use.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-9&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item has-peach-background-color has-background is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-9-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-9\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Is Analytics now called Operational Insights?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-9\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-9-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Yes. In October 2026, Couchbase Analytics became Couchbase Operational Insights. Capella Analytics and Enterprise Analytics are now Operational Insights, fully managed or self-managed.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-10&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item has-peach-background-color has-background is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-10-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-10\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Does Operational Insights require ETL?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-10\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-10-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">No. Data streams in continuously from Couchbase, from other databases through Kafka, and from cloud object storage. It&#8217;s ready to query as it changes, with no ETL pipeline or predefined schema.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-11&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item has-peach-background-color has-background is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-11-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-11\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Is Operational Insights a data warehouse?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-11\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-11-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">No. A warehouse reports on what happened across the business. Operational Insights analyzes what&#8217;s happening now and writes the answer back to the app. Many teams run both, each for its own job.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-12&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item has-peach-background-color has-background is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-12-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-12\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">How do AI agents use Operational Insights?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-12\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-12-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Results written back to the operational database become live context that agents reach through the Couchbase MCP Server. Semantic clustering and vector search run in SQL++.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-13&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item has-peach-background-color has-background is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-13-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-13\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Can I run Operational Insights self-managed?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-13\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-13-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Yes. Run it self-managed on premises or in your own cloud, or fully managed on Couchbase Capella, with the same engine and SQL++. Apache Iceberg is self-managed only; Capella iQ is fully managed only.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-peach-background-color has-background is-layout-constrained wp-container-core-group-is-layout-5052fb68 wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-group alignfull wp-custom-related-resources has-peach-background-color has-background is-layout-constrained wp-container-core-group-is-layout-f1ecbe03 wp-block-group-is-layout-constrained\" style=\"margin-top:0;padding-top:var(--wp--preset--spacing--2-xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--2-xl);padding-left:var(--wp--preset--spacing--lg)\">\n<h2 class=\"wp-block-heading has-text-align-center has-heading-2-xl-font-size\" id=\"h-keep-exploring\">Keep exploring<\/h2>\n\n\n\n<section class=\"wp-block-couchbase-com-2026-slider alignfull splide\" data-slider=\"{}\"><div class=\"splide__track\"><ul class=\"splide__list\">\n<li class=\"wp-block-couchbase-com-2026-slider-card splide__slide\">\n<div class=\"wp-block-group wp-custom-card wp-custom-card--image is-full-height has-black-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6bf216e4 wp-block-group-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0;box-shadow:var(--wp--preset--shadow--default)\">\n<figure class=\"wp-block-image size-large card-image__image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"749\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-1-1024x749.png\" alt=\"\" class=\"wp-image-11470\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-1-1024x749.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-1-300x219.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-1-768x562.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-1-1536x1124.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-1-16x12.png 16w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-1.png 1914w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content has-black-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-bc077ddb wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg)\">\n<h2 id=\"h-see-operational-insights-in-action\" class=\"wp-block-heading has-white-color has-text-color has-link-color has-heading-xl-font-size wp-elements-36\">See Operational Insights in action<\/h2>\n\n\n\n<p class=\"has-white-color has-text-color has-link-color has-body-font-size wp-elements-37 wp-block-paragraph\">Watch how real-time analytics and write-back give AI agents current context.<\/p>\n\n\n<div class=\"wp-block-couchbase-com-2026-modal\"><div class=\"wp-block-button is-style-outline\"><button class=\"modal__trigger wp-block-button__link wp-element-button\" data-modal-target=\"modal-14\" type=\"button\" aria-haspopup=\"dialog\" aria-controls=\"modal-14\">\u30d3\u30c7\u30aa\u3092\u898b\u308b<\/button><\/div><dialog id=\"modal-14\" class=\"modal__dialog modal__dialog--lightbox modal__dialog--large\">\n\t\t\t<button class=\"modal__close modal__close--bold\" type=\"button\" aria-label=\"Close popup box\" style=\"color:#000\"><svg viewbox=\"0 0 15 15\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\"><path d=\"M2 2L13 13\" stroke=\"currentColor\" stroke-width=\"4\" stroke-linecap=\"round\"\/><path d=\"M13 2L2 13\" stroke=\"currentColor\" stroke-width=\"4\" stroke-linecap=\"round\"\/><\/svg><\/button>\n\t\t\t<div class=\"modal__scroll\"><div class=\"modal__lightbox\">\n\t\t\t<span class=\"modal__lightbox-item-data\" data-item-url=\"https:\/\/www.youtube.com\/watch?v=gApDhxeRYjI\" hidden><\/span>\n\t\t\t<div class=\"modal__lightbox-display\" aria-live=\"polite\"><\/div>\n\t\t<\/div><\/div>\n\t\t<\/dialog><\/div><\/div>\n<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-couchbase-com-2026-slider-card splide__slide\">\n<div class=\"wp-block-group wp-custom-card wp-custom-card--image is-full-height has-black-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6bf216e4 wp-block-group-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0;box-shadow:var(--wp--preset--shadow--default)\">\n<figure class=\"wp-block-image size-large card-image__image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"820\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-1-1024x820.jpg\" alt=\"\" class=\"wp-image-11498\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-1-1024x820.jpg 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-1-300x240.jpg 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-1-768x615.jpg 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-1-1536x1229.jpg 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-1-15x12.jpg 15w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-1.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content has-black-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-ba21e338 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg)\">\n<h3 id=\"h-why-ai-agents-get-stuck-in-pilot\" class=\"wp-block-heading has-white-color has-text-color has-link-color has-heading-xl-font-size wp-elements-38\">Why AI agents get stuck in pilot<\/h3>\n\n\n\n<p class=\"has-white-color has-text-color has-link-color has-body-font-size wp-elements-39 wp-block-paragraph\">Learn why agents need fresh, governed context to move from pilot to production.<\/p>\n\n\n\n<div class=\"wp-block-buttons card__buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto;padding-top:0\">\n<div class=\"wp-block-button is-style-outline is-style-outline--15\"><a class=\"wp-block-button__link has-custom-font-size wp-element-button\" href=\"https:\/\/www.couchbase.com\/ja\/blog\/your-ai-agents-are-stuck-in-pilot-its-a-data-problem-not-a-model-problem\/\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">\u30d6\u30ed\u30b0\u3092\u8aad\u3080<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-couchbase-com-2026-slider-card splide__slide\">\n<div class=\"wp-block-group wp-custom-card wp-custom-card--image is-full-height has-black-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6bf216e4 wp-block-group-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0;box-shadow:var(--wp--preset--shadow--default)\">\n<figure class=\"wp-block-image size-full card-image__image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/ambio-card-image-1-1024x768-1.png\" alt=\"\" class=\"wp-image-11497\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/ambio-card-image-1-1024x768-1.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/ambio-card-image-1-1024x768-1-300x225.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/ambio-card-image-1-1024x768-1-768x576.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/ambio-card-image-1-1024x768-1-16x12.png 16w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content has-white-color has-black-background-color has-text-color has-background has-link-color wp-elements-40 is-vertical is-layout-flex wp-container-core-group-is-layout-ba21e338 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg)\">\n<h3 id=\"h-get-started-in-the-docs\" class=\"wp-block-heading has-heading-xl-font-size\">Get started in the docs<\/h3>\n\n\n\n<p class=\"has-body-font-size wp-block-paragraph\">Set up Operational Insights, managed or self-managed, and run your first query.<\/p>\n\n\n\n<div class=\"wp-block-buttons card__buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto;padding-top:0\">\n<div class=\"wp-block-button is-style-outline is-style-outline--16\"><a class=\"wp-block-button__link has-custom-font-size wp-element-button\" href=\"https:\/\/docs.couchbase.com\/home\/operational-insights.html\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">Go to docs<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n<\/ul><div class=\"slider__progress\"><div class=\"slider__progress-bar\" role=\"slider\" tabindex=\"0\" aria-label=\"Slide\" aria-valuemin=\"0\" aria-valuenow=\"0\" aria-valuemax=\"0\"><\/div><\/div><\/div><\/section>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull 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Couchbase Operational Insights: real-time analytics on live operational data, with results written straight back to the apps and AI agents that act on them. Where traditional analytics falls short Most analytics runs on a copy of yesterday&#8217;s data. Hand that answer to an AI agent and it takes the wrong action, confidently and at scale. Stale on arrival Every pipeline hop adds delay, so real time turns into hours and decisions run on last night&#8217;s copy. Brittle by design ETL pipelines break when an app adds a field or changes a document, and someone has to [&hellip;]<\/p>\n","protected":false},"author":15093,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-no-prefooter","meta":{"_acf_changed":false,"inline_featured_image":false,"_acf":"","footnotes":""},"class_list":["post-12485","page","type-page","status-publish","hentry"],"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>Couchbase Analytics: Real-Time JSON Analytics Database<\/title>\n<meta name=\"description\" content=\"Use Couchbase Analytics to build critical AI applications that improve user experiences and drive action. 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