{"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":"2026-10-23T05:18:47","modified_gmt":"2026-10-23T12:18:47","slug":"analytics-reskin-page","status":"publish","type":"page","link":"https:\/\/www.couchbase.com\/de\/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-Analysen f\u00fcr Apps und KI-Agenten<\/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 ist jetzt Couchbase Operational Insights: Echtzeit-Analysen auf Basis von live betrieblichen Daten, mit Ergebnissen, die direkt an die Apps und KI-Agenten weitergeleitet werden, die darauf reagieren.<\/p>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-5d2f3228 wp-block-group-is-layout-flex\">\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\">Lesen Sie The Docs<\/a><\/div>\n<\/div>\n<\/div>\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-1\" type=\"button\" aria-haspopup=\"dialog\" aria-controls=\"modal-1\">Das Video ansehen <\/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-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\">Wo die traditionelle Analytik versagt<\/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);\">Die meisten Analysen basieren auf einer Kopie der Daten von gestern. \u00dcbergeben Sie diese Antwort einem KI-Agenten, und dieser verf\u00e4hrt fehlerhaft \u2013 sicher und in gro\u00dfem Ma\u00dfstab.<\/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 bei Ankunft<\/h2>\n\n\n\n<p class=\"has-text-align-left has-white-color has-text-color wp-block-paragraph\">Jeder Pipeline-Hop f\u00fchrt zu einer Verz\u00f6gerung, sodass Echtzeit-Veranstaltungen zu Stundenl\u00e4ngen dauern und Entscheidungen auf der Grundlage der letzten Nachts Kopie getroffen werden.<\/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 von Natur aus<\/h3>\n\n\n\n<p class=\"has-text-align-left has-white-color has-text-color wp-block-paragraph\">ETL-Pipelines brechen, wenn eine App ein Feld hinzuf\u00fcgt oder ein Dokument \u00e4ndert, und jemand muss sie manuell beheben.<\/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\">Standardm\u00e4\u00dfig einseitig<\/h3>\n\n\n\n<p class=\"has-text-align-left has-white-color has-text-color wp-block-paragraph\">Die Insights bleiben im Lager. Um sie wieder in Apps und Agenten zu bringen, ist eine inverse ETL-Aufgabe oder ein Skript erforderlich.<\/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\">H\u00e4ufige Anfragen verlangsamen die Produktion<\/h3>\n\n\n\n<p class=\"has-text-align-left has-white-color has-text-color wp-block-paragraph\">Stattdessen f\u00fchren Sie eine Analyse auf der betrieblichen Datenbank durch, und die Kunden, die Ihre Apps nutzen, sp\u00fcren die Verlangsamung.<\/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\">Was ist Couchbase Operational Insights?<\/h2>\n\n\n\n<p class=\"has-text-align-center has-body-large-font-size wp-block-paragraph\">Real-Time-Analysen, integriert in die Operational Data Platform f\u00fcr KI<sup>\u00ae<\/sup>. Es analysiert live betriebliche Daten und stellt die Antworten dort bereit, wo Apps und Agenten t\u00e4tig sind.<\/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-2\" type=\"button\" aria-haspopup=\"dialog\" aria-controls=\"modal-2\">Den Video-Clip ansehen<\/button><\/div><dialog id=\"modal-2\" 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-3&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-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\">Leben Sie immer mit Null 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-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-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 speichert die operativen Daten in Echtzeit. Daten flie\u00dfen von Couchbase Capella und Couchbase Server, MongoDB, DynamoDB, PostgreSQL, MySQL, Oracle und SQL Server \u00fcber Kafka und aus JSON-, Parquet-, Avro-, CSV- und Delta Lake-Dateien in der Cloud-Speicherung. Es gibt keine t\u00e4glichen Kopien und keine Pipeline, die beim \u00c4ndern der Dokumentstruktur neu erstellt werden muss.<\/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-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\">Nie im Weg der Produktion<\/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-block-accordion-panel-is-layout-flow\">\n<p class=\"has-small-font-size wp-block-paragraph\">Die Analyse l\u00e4uft auf einem eigenen Cluster, sodass schwere Abfragen die von Ihren Kunden verwendeten Apps niemals verlangsamen. Die Rechenleistung wird unabh\u00e4ngig von der Speicherplatzkapazit\u00e4t bereitgestellt, die in Objektspeicher gespeichert wird. So k\u00f6nnen Sie ohne Datenmigration Kapazit\u00e4t hinzuf\u00fcgen. Im Hintergrund werden JSON-Daten in Spaltenform gespeichert und Abfragen werden in parallelen Workloads auf den Knoten ausgef\u00fchrt, die von einem kostensensitiven Optimierer geplant werden.<\/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-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\">Die Ergebnisse flie\u00dfen in die App zur\u00fcck<\/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\">Ein Einblick zahlt sich aus, wenn etwas darauf reagiert. Schreiben Sie die Ergebnisse jeder SQL++-Abfrage direkt in die operative Datenbank ein, die Ihre Apps und Agenten bereits lesen: Kvarzit\u00e4ts- und Betrugswerte, Kundensegmente, Cluster-Labels, Kennzahlen und die besten Alternativen. Es gibt keine Reverse-ETL-Verfahren oder \u00dcbergabe an andere Stellen, sodass die Antwort bereits bei der n\u00e4chsten Lesung verf\u00fcgbar ist.<\/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-6&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-6-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-6\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Semantisches trifft strukturiert<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-6\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-6-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\">Bei selbstverwalteten Bereitstellungen werden Gruppenaufzeichnungen nach exakter Wert oder Bedeutung mit semantischer Clustering-Technologie erstellt, die auf nativem Vektor-Suchwerkzeug basiert. Cluster-Bewertungen, Tickets oder Beschwerden werden in Themen gruppiert und in derselben SQL-Abfrage zusammengefasst. Die Unterst\u00fctzung f\u00fcr Vektoren und SQL erm\u00f6glicht eine genaue Suche f\u00fcr Pr\u00e4zision und eine grobe Suche f\u00fcr Geschwindigkeit.<\/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)\">Statistiken und 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);\">Geringere Analyseabfrage-Latenz im Vergleich zu 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++-Abfragen abgeschlossen. MongoDB Atlas verlor bei 8 von 22 Anfragen die Zeit.<\/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\">OPERATIVE Einblicke f\u00fcr Kunden<\/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\">Ergebnisse in der Produktion<\/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\">Verbesserung der Abfrageleistung<\/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\/de\/customers\/broadjump\/\" data-type=\"link\" data-id=\"https:\/\/www.couchbase.com\/customers\/broadjump\/\">Lesen Sie die Geschichte<\/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\">Filialen in 90+ L\u00e4ndern mit integrierten Kundendaten<\/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\/de\/customers\/dominos\/\" data-type=\"link\" data-id=\"https:\/\/www.couchbase.com\/customers\/dominos\/\">Lesen Sie die Geschichte<\/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\">Erfahren Sie, wie Operational Insights mit MongoDB Atlas vergleichbar ist.<\/h2>\n\n\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-6 wp-block-paragraph\">In einem CH2++-Benchmark mit einem unabh\u00e4ngigen Unternehmen war die Analyseabfragezeit bei vergleichbaren Clustergr\u00f6\u00dfen um ~100 bis 150x niedriger.<\/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\/de\/document\/couchbase-vs-mongodb-real-time-analytics-benchmarks\/\">Den Bericht abrufen<\/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\">So funktioniert es<\/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\">Eine geschlossene Schleife, von den Daten bis zur Entscheidung<\/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 umfasst alle Schritte zwischen einem Dateneingabevorgang und der jeweiligen Aktion, die eine App oder ein Agentenprogramm darauf ausf\u00fchrt.<\/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-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\">Einnahme<\/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\">Einnahme<\/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\">Analysieren<\/span><\/li><li class=\"tabs-block__nav-select-option\" id=\"tabs-block-7-option-2\" role=\"option\" aria-selected=\"false\" tabindex=\"-1\" data-panel-id=\"tabs-block-7-panel-2\"><span class=\"tabs-block__nav-select-label\">Cluster<\/span><\/li><li class=\"tabs-block__nav-select-option\" id=\"tabs-block-7-option-3\" role=\"option\" aria-selected=\"false\" tabindex=\"-1\" data-panel-id=\"tabs-block-7-panel-3\"><span class=\"tabs-block__nav-select-label\">Gesetz<\/span><\/li><\/ul><\/div><\/div><div class=\"tabs-block__nav\" role=\"tablist\" aria-label=\"Tab-Navigation\"><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\">Einnahme<\/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\">Analysieren<\/span><span class=\"tabs-block__tab-caption\">Verwenden Sie SQL++, um gespeicherte JSON-Daten direkt in einer SQL-Anfrage abzufragen und dabei live betriebsrelevante Daten mit historischen und externen Quellen zu verbinden.<\/span><\/button><button class=\"tabs-block__tab\" id=\"tabs-block-7-tab-2\" role=\"tab\" type=\"button\" aria-selected=\"false\" aria-controls=\"tabs-block-7-panel-2\" tabindex=\"-1\"><span class=\"tabs-block__tab-label\">Cluster<\/span><\/button><button class=\"tabs-block__tab\" id=\"tabs-block-7-tab-3\" role=\"tab\" type=\"button\" aria-selected=\"false\" aria-controls=\"tabs-block-7-panel-3\" tabindex=\"-1\"><span class=\"tabs-block__tab-label\">Gesetz<\/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=\"has-white-color has-text-color has-link-color wp-elements-10 wp-block-paragraph\">Die \u00c4nderungen werden von Couchbase, anderen Datenbanken und der Cloud-Speicherung in Echtzeit abgerufen, ohne dass eine ETL-Pipeline aufgebaut oder \u00fcberwacht werden muss.<\/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)\">Funktionen der Operational Insights-Funktionalit\u00e4t<\/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\">Null ETL-Aufnahme<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Daten aus Couchbase, MongoDB, DynamoDB, PostgreSQL, MySQL, Oracle und SQL Server streamen \u00fcber Kafka und Dateien auf S3, GCS und Azure lesen.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\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=\"has-white-color has-text-color has-link-color wp-elements-13 wp-block-paragraph\">Verwenden Sie SQL++, um gespeicherte JSON-Daten direkt in einer SQL-Anfrage abzufragen und dabei live betriebsrelevante Daten mit historischen und externen Quellen zu verbinden.<\/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)\">Funktionen der Operational Insights-Funktionalit\u00e4t<\/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 auf JSON<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Verkn\u00fcpfung und Aggregation in verschachteltem JSON ohne Vertiefung. In der selbstverwalteten Version k\u00f6nnen Sie benutzerdefinierte Logik mithilfe von Python-UDFs hinzuf\u00fcgen und mehrere Schritte pro Anfrage ausf\u00fchren.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n<\/div><div class=\"tabs-block__panel\" id=\"tabs-block-7-panel-2\" role=\"tabpanel\" aria-labelledby=\"tabs-block-7-tab-2\" hidden>\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-15 wp-block-paragraph\">Gruppendaten werden nach Bedeutung und Feld mit semantischem Clustering und Vektor-Suche zusammengefasst und anschlie\u00dfend in derselben Abfrage aggregiert (selbstverwaltet).<\/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)\">Funktionen der Operational Insights-Funktionalit\u00e4t<\/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\">Semantisches Clustering und Vektor-Suche<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">CLUSTER BY groups erfasst die Datens\u00e4tze nach Bedeutung in SQL++. Ausf\u00fchren von exakter (KNN) oder ann\u00e4hernder (ANN) Vektorrecherche auf einem VTREE-Index (selbstverwaltet).<\/p>\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n<\/div><div class=\"tabs-block__panel\" id=\"tabs-block-7-panel-3\" role=\"tabpanel\" aria-labelledby=\"tabs-block-7-tab-3\" hidden>\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-17 wp-block-paragraph\">Die Ergebnisse werden direkt in die operative Datenbank geschrieben, sodass Apps und Agenten diese mit dem n\u00e4chsten Zugriff nutzen k\u00f6nnen.<\/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)\">Funktionen der Operational Insights-Funktionalit\u00e4t<\/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\">R\u00fcckschreiben in Echtzeit<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Die Ergebnisse jeder SQL++-Abfrage werden in Couchbase Capella, Couchbase Server oder Cloud-Dateispeichern gespeichert. Kein 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-8\"><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\">Datenfluss<\/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-8-option-0\" role=\"option\" aria-selected=\"true\" tabindex=\"0\" data-panel-id=\"tabs-block-8-panel-0\"><span class=\"tabs-block__nav-select-label\">Datenfluss<\/span><\/li><li class=\"tabs-block__nav-select-option\" id=\"tabs-block-8-option-1\" role=\"option\" aria-selected=\"false\" tabindex=\"-1\" data-panel-id=\"tabs-block-8-panel-1\"><span class=\"tabs-block__nav-select-label\">Vektor-Indexierung<\/span><\/li><\/ul><\/div><\/div><div class=\"tabs-block__nav\" role=\"tablist\" aria-label=\"Tab-Navigation\"><button class=\"tabs-block__tab is-active\" id=\"tabs-block-8-tab-0\" role=\"tab\" type=\"button\" aria-selected=\"true\" aria-controls=\"tabs-block-8-panel-0\" tabindex=\"0\"><span class=\"tabs-block__tab-label\">Datenfluss<\/span><span class=\"tabs-block__tab-caption\">Quellen f\u00fcr Apps und Agenten<\/span><\/button><button class=\"tabs-block__tab\" id=\"tabs-block-8-tab-1\" role=\"tab\" type=\"button\" aria-selected=\"false\" aria-controls=\"tabs-block-8-panel-1\" tabindex=\"-1\"><span class=\"tabs-block__tab-label\">Vektor-Indexierung<\/span><span class=\"tabs-block__tab-caption\">Vektor-Suche in SQL<\/span><\/button><\/div><div class=\"tabs-block__panels\"><div class=\"tabs-block__panel is-active\" id=\"tabs-block-8-panel-0\" role=\"tabpanel\" aria-labelledby=\"tabs-block-8-tab-0\">\n\n<p class=\"is-style-eyebrow has-black-color has-text-color has-link-color wp-elements-28 wp-block-paragraph\">ARCHITEKTUR<\/p>\n\n\n\n<h2 id=\"h-how-operational-insights-works\" class=\"wp-block-heading has-heading-xl-font-size\">Wie Operational Insights funktioniert<\/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>Schnelle Aufnahme<\/strong><br>Zeitbasierte Streams aus Couchbase Capella und Couchbase Server, Kafka-Feeds aus MongoDB, DynamoDB, PostgreSQL, MySQL, Oracle und SQL Server sowie Dateien in S3, GCS und Azure.<br><br><strong>Geschwindigkeit und Ausma\u00df<\/strong><br>Spaltenweise Speicherung, parallele Verarbeitung und Rechenleistung, die sich unabh\u00e4ngig von der Speicherung skalieren l\u00e4sst \u2013 so konkurriert die Analyse nie mit Ihren Apps um Ressourcen.<\/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-Analysen<\/strong><br>SQL++, Vektor-Suche und semantisches Clustering f\u00fcr Apps und Agenten \u00fcber SDKs und die Data API sowie Tableau, Power BI und Superset \u00fcber JDBC und ODBC.<br><br><br><strong>Zur\u00fcckschreiben<\/strong><br>Die Ergebnisse stammen aus Couchbase Capella, Couchbase Server oder Cloud-Dateispeichern und sind f\u00fcr Apps und Agenten beim n\u00e4chsten Zugriff verf\u00fcgbar.<\/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\">Mehr erfahren<\/a><\/div>\n<\/div>\n\n<\/div><div class=\"tabs-block__panel\" id=\"tabs-block-8-panel-1\" role=\"tabpanel\" aria-labelledby=\"tabs-block-8-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-SUCHE<\/p>\n\n\n\n<h2 id=\"h-how-vector-search-queries-work\" class=\"wp-block-heading\">Wie funktionieren Vektor-Suchanfragen?<\/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>Vektor-Speicher<\/strong><br>Die Embeddings befinden sich in JSON-Dokumenten neben den darin beschriebenen Daten, sodass Vektoren und Datens\u00e4tze an einem Ort zusammengehalten werden.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>VTREE-Index<\/strong><br>Gruppen gruppieren \u00e4hnliche Vektoren in Blattcluster, die eine Suche direkt abfragen kann. Die optionale Quantisierung SQ4 oder SQ8 komprimiert gespeicherte Vektoren.<\/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>Exakte Suche (KNN)<\/strong><br>Vergleicht die Abfrage mit jedem gespeicherten Vektor. Pr\u00e4zise, aber langsamer, je gr\u00f6\u00dfer die Datenmenge wird.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ungef\u00e4hre Suche (ANN)<\/strong><br>Verwendet den Index, um zuerst auf wahrscheinlich passende Ergebnisse zu beschr\u00e4nken. In gro\u00dfem Ma\u00dfstab ist dies viel schneller m\u00f6glich, wobei die Einstellungen die Wiedererkennung gegen Kosten ausgleichen. Die gleichen Vektoren erm\u00f6glichen semantisches 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\">Mehr erfahren<\/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\">Unter dem Deckel<\/p>\n\n\n\n<h2 id=\"h-built-for-constant-concurrent-questions\" class=\"wp-block-heading has-heading-2-xl-font-size\">Entwickelt f\u00fcr st\u00e4ndige, gleichzeitige Anfragen<\/h2>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">KI-Agenten fragen st\u00e4ndig und oft gleichzeitig. Die Hash-basierte Aggregation berechnet in einem einzigen Durchlauf die DISTINCT-Zahlen. Die Abfrageplan-Caching-Funktion nutzt den besten Plan, wenn eine Frage wiederholt wird. Die gespeicherte Optimierungsplan-Statistik \u00fcberspringt vollst\u00e4ndige Tabellenscans, sodass die Statistikermenge mit der Datenmenge korreliert. <\/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);\">Lesen Sie 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\">Ein Produkt, zwei M\u00f6glichkeiten, es zu nutzen<\/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\">H\u00c4RIGES VERWALTET<\/h3>\n\n\n\n<h2 id=\"h-on-couchbase-capella\" class=\"wp-block-heading has-heading-xl-font-size\">Auf 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);\">Starten Sie Operational Insights als Dienst auf AWS, Google Cloud oder Azure (f\u00fcr ausgew\u00e4hlte Regionen). Fragen Sie mit Capella iQ in einfacher Sprache, deaktivieren Sie die Cluster auf Anfrage oder nach einem Zeitplan und zahlen Sie nur f\u00fcr die Speicherplatznutzung, w\u00e4hrend diese deaktiviert ist, und lassen Sie Couchbase die Sicherung, \u00dcberwachung und Benachrichtigungen \u00fcbernehmen.<\/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);\">Mehr erfahren<\/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\">Selbstverantwortung<\/h3>\n\n\n\n<h2 id=\"h-wherever-you-run-it\" class=\"wp-block-heading has-heading-xl-font-size\">Wo immer Sie es ausf\u00fchren<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">Implementieren Sie die L\u00f6sung sowohl lokal als auch in Ihrem eigenen AWS-, Azure-, Google Cloud- oder OCI-Konto mit x86- oder ARM-Systemen und einem S3-kompatiblen Objektspeicher. Verwalten Sie Apache Iceberg-Tabellen direkt \u00fcber offene REST-Kataloge und senden Sie Prometheus-konforme Metriken an die \u00dcberwachungswerkzeuge, die Sie bereits verwenden.<\/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\/de\/downloads\/?family=enterprise-analytics\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">Herunterladen<\/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\">Allgemeine Fragen zu Operational Insights (ehemals Analytics)<\/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\">Erhalten Sie schnelle Antworten zu Echtzeit-Analysen, Zero-ETL, Write-Back, KI-Agenten und Bereitstellungsoptionen.<\/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-9&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-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\">Was ist 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-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\">Couchbase Operational Insights ist eine Echtzeit-Analytik, die in die Couchbase-Plattform integriert ist. Sie fragt mit SQL++ nach live-betrieblichen JSON-Daten und schreibt die Ergebnisse anschlie\u00dfend an Apps und KI-Agenten zur\u00fcck, die sie verwenden k\u00f6nnen.<\/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\">Ist Analytics jetzt 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-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\">Ja. Im Oktober 2026 wurde Couchbase Analytics in Couchbase Operational Insights umbenannt. Capella Analytics und Enterprise Analytics sind nun Operational Insights, vollst\u00e4ndig verwaltet oder selbst verwaltet.<\/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\">Was ist mit der Capella Columnar passiert?<\/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\">Capella Columnar wurde im August 2025 in Capella Analytics umbenannt und im Oktober 2026 in Couchbase Operational Insights. Es handelt sich um denselben Service, daher beziehen sich \u00e4ltere Videos, Dokumente und Blogbeitr\u00e4ge mit den \u00dcberschriften \u201cColumnar\u201d oder \u201cAnalytics\u201d auf Operational Insights.<\/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\">Erfordert Operational Insights 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-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\">Nein. Daten flie\u00dfen kontinuierlich von Couchbase, anderen Datenbanken \u00fcber Kafka und aus Cloud-Objektspeicherquellen. Sie k\u00f6nnen sie nach Belieben abfragen, ohne einen ETL-Pipeline oder einen vordefinierten Schema zu ben\u00f6tigen.<\/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\">Ist Operational Insights ein 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-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\">Nein. Ein Lager meldet, was in der gesamten Organisation passiert ist. Operational Insights analysiert, was gerade passiert, und schreibt die Antwort an die App. Viele Teams nutzen beide Systeme \u2013 jeder f\u00fcr seine eigene Aufgabe.<\/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-14&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-14-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-14\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Wie nutzen KI-Agenten operative Erkenntnisse?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-14\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-14-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Die zur\u00fcckgeschriebenen Ergebnisse in der operativen Datenbank werden zu einem Live-Kontext, den die Agenten \u00fcber den Couchbase MCP Server erreichen. Semantisches Clustering und Vektor-Suche werden in SQL++ ausgef\u00fchrt.<\/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-15&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-15-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-15\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Kann ich Operational Insights selbstverwaltet nutzen?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-15\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-15-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Ja. Sie k\u00f6nnen es selbst verwalten, entweder lokal oder in Ihrer eigenen Cloud, oder vollst\u00e4ndig verwaltet von Couchbase Capella, mit demselben Engine und SQL++. Apache Iceberg ist nur selbstverwalst; Capella iQ ist nur vollst\u00e4ndig verwaltet.<\/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\">Fortfahren mit der Erkundung<\/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\">Erfahren Sie mehr \u00fcber operative Erkenntnisse in Aktion<\/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\">Sehen Sie sich an, wie Echtzeitanalysen und Write-Back den KI-Agenten aktuelle Kontextinformationen liefern.<\/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-16\" type=\"button\" aria-haspopup=\"dialog\" aria-controls=\"modal-16\">Das Video ansehen<\/button><\/div><dialog id=\"modal-16\" 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\">Warum KI-Agenten in der Pilotphase stecken bleiben<\/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\">Erfahren Sie, warum Agenten einen neuen, strukturierten Kontext ben\u00f6tigen, um von der Pilotphase in die Produktion zu \u00fcbergehen.<\/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--17\"><a class=\"wp-block-button__link has-custom-font-size wp-element-button\" href=\"https:\/\/www.couchbase.com\/de\/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);\">Den Blog lesen<\/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\">Beginnen Sie in den Dokumenten<\/h3>\n\n\n\n<p class=\"has-body-font-size wp-block-paragraph\">Stellen Sie Operational Insights, entweder verwaltet oder selbst verwaltet, ein und f\u00fchren Sie Ihre erste Abfrage aus.<\/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--18\"><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);\">Gehen Sie zu \u201eDokumente\u201c<\/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\" 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Lassen Sie uns helfen<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto\">\n<div class=\"wp-block-button is-style-outline is-style-outline--21\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/de\/contact\/\" title=\"Kontakt\">Kontakt<\/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<\/div>","protected":false},"excerpt":{"rendered":"<p>real-time analytics for apps and ai agents Couchbase Operational Insights 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. Where traditional analytics falls short Most analytics runs on a copy of yesterday&#8217;s data. Hand that answer [&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 v28.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Couchbase Operational Insights (formerly Couchbase Analytics)<\/title>\n<meta name=\"description\" content=\"Couchbase Operational Insights (formerly Couchbase Analytics) runs real-time analytics on live operational data for apps and AI agents. 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