{"id":5772,"date":"2025-08-21T12:06:47","date_gmt":"2025-08-21T10:06:47","guid":{"rendered":"https:\/\/www.evia.de\/?p=5772"},"modified":"2026-03-27T13:44:22","modified_gmt":"2026-03-27T12:44:22","slug":"data-management-denodo-genai-agent-readiness","status":"publish","type":"post","link":"https:\/\/www.evia.de\/en\/data-management-denodo-genai-agent-readiness\/","title":{"rendered":"Data Management with Denodo"},"content":{"rendered":"<div class=\"wp-block-stackable-columns alignfull stk-block-columns stk-block stk-365285e stk-block-background stk--has-background-overlay\" data-block-id=\"365285e\"><style>.stk-365285e {background-color:var(--schwarz) !important;background-image:url(https:\/\/www.evia.de\/wp-content\/uploads\/2024\/11\/ki-und-machine-learning-hero-image.webp) !important;overflow:hidden !important;margin-bottom:0px !important;}.stk-365285e:before{background-color:var(--schwarz) !important;opacity:0 !important;}.stk-365285e > .stk-separator__bottom .stk-separator__wrapper{height:100px !important;}<\/style><div class=\"stk-row stk-inner-blocks stk-block-content stk-content-align stk-365285e-column alignfull\">\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-bc8bd27\" data-v=\"4\" data-block-id=\"bc8bd27\"><style>.stk-bc8bd27-inner-blocks{justify-content:center !important;}.stk-bc8bd27-container{min-height:100vh !important;}<\/style><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-bc8bd27-container stk--no-background stk--no-padding\"><div class=\"stk--column-flex stk-block-content stk-inner-blocks stk-bc8bd27-inner-blocks\">\n<div class=\"wp-block-stackable-columns aligncenter stk-block-columns stk-block stk-df13e1f\" data-block-id=\"df13e1f\"><div class=\"stk-row stk-inner-blocks stk-block-content stk-content-align stk-df13e1f-column\">\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-a0f65cd\" data-v=\"4\" data-block-id=\"a0f65cd\"><style>@media screen and (min-width: 768px){.stk-a0f65cd {flex:var(--stk-flex-grow, 1) 1 calc(66.666% - var(--stk-column-gap, 0px) * 1 \/ 2 ) !important;}}<\/style><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-a0f65cd-container stk--no-background stk--no-padding\"><div class=\"stk-block-content stk-inner-blocks stk-a0f65cd-inner-blocks\">\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-20b1318\" id=\"strong-data-management-mit-denodo-geht-den-gen-ai-weg-mehr-assistenz-mehr-agent-readiness-strong\" data-block-id=\"20b1318\"><style>.stk-20b1318 {margin-bottom:50px !important;}.stk-20b1318 .stk-block-heading__text{color:var(--weiss) !important;}<\/style><h1 class=\"stk-block-heading__text has-text-color has-text-align-left\"><strong>Data Management with Denodo Takes the GenAI Path: More Assistance, More Agent Readiness<\/strong><\/h1><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-fd4b1a5\" data-block-id=\"fd4b1a5\"><style>.stk-fd4b1a5 {margin-bottom:50px !important;}.stk-fd4b1a5 .stk-block-text__text{color:var(--weiss) !important;}<\/style><p class=\"stk-block-text__text has-text-color has-text-align-left\">In the enterprise sector, data management platforms are currently racing for greater relevance and accuracy in generative AI functions based on proprietary data. The Denodo Platform for logical data virtualization and management is no exception. The current release 9.2 and the further development of the AI SDK bring new AI-powered functions, both from the perspective of data analysis support and for agentive AI integrations. These functions are based on central metadata, semantic, and security management. In this post, we will present the most important innovations and show how companies can benefit from them.<\/p><\/div>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-8f761849 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-stackable-image stk-block-image stk-block stk-c6e7c9e\" data-block-id=\"c6e7c9e\"><style>.stk-c6e7c9e {margin-bottom:0px !important;}.stk-c6e7c9e .stk-img-wrapper{width:50px !important;}.stk-c6e7c9e .stk-img-wrapper img{border-radius:40px !important;}<\/style><figure><span class=\"stk-img-wrapper stk-image--shape-stretch\"><img loading=\"lazy\" decoding=\"async\" class=\"stk-img wp-image-5362\" src=\"https:\/\/www.evia.de\/wp-content\/uploads\/2025\/06\/Alexander_Dolgopolskiy.webp\" width=\"464\" height=\"464\" alt=\"Portrait of Steffen Tauber\" srcset=\"https:\/\/www.evia.de\/wp-content\/uploads\/2025\/06\/Alexander_Dolgopolskiy.webp 464w, https:\/\/www.evia.de\/wp-content\/uploads\/2025\/06\/Alexander_Dolgopolskiy-300x300.webp 300w, https:\/\/www.evia.de\/wp-content\/uploads\/2025\/06\/Alexander_Dolgopolskiy-150x150.webp 150w\" sizes=\"auto, (max-width: 464px) 100vw, 464px\" \/><\/span><\/figure><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-2d8ecfe\" data-block-id=\"2d8ecfe\"><style>.stk-2d8ecfe {margin-bottom:0px !important;}.stk-2d8ecfe .stk-block-text__text{color:var(--weiss) !important;}<\/style><p class=\"stk-block-text__text has-text-color\">Alexander Dolgopolskiy, Head of Data &amp; AI, as of 08\/21\/2025<\/p><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-stackable-button-group stk-block-button-group stk-block stk-a538155\" data-block-id=\"a538155\"><style>.stk-a538155 {margin-top:20px !important;}<\/style><div class=\"stk-row stk-inner-blocks has-text-align-left stk-block-content stk-button-group\">\n<div class=\"wp-block-stackable-button stk-block-button is-style-ghost stk-block stk-c6cf2d2\" data-block-id=\"c6cf2d2\"><style>.stk-c6cf2d2 .stk-button{background:transparent !important;border-top-left-radius:10px !important;border-top-right-radius:10px !important;border-bottom-right-radius:10px !important;border-bottom-left-radius:10px !important;}.stk-c6cf2d2 .stk-button:hover:after{background:var(--weiss) !important;opacity:1 !important;}:where(.stk-hover-parent:hover,  .stk-hover-parent.stk--is-hovered) .stk-c6cf2d2 .stk-button:after{background:transparent !important;opacity:1 !important;}.stk-c6cf2d2 .stk-button:before{border-style:solid !important;border-color:var(--weiss) !important;}.stk-c6cf2d2 .stk-button__inner-text{color:var(--weiss) !important;text-transform:uppercase !important;}.stk-c6cf2d2 .stk-button:hover .stk-button__inner-text{color:var(--schwarz) !important;}<\/style><a class=\"stk-link stk-button stk--hover-effect-darken\" href=\"https:\/\/outlook.office.com\/book\/TerminbuchungDolgopolskiy@evia.de\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"has-text-color stk-button__inner-text\">Schedule an initial consultation with our expert<\/span><\/a><\/div>\n<\/div><\/div>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-6c9b025\" data-v=\"4\" data-block-id=\"6c9b025\"><style>.stk-6c9b025 {align-self:flex-end !important;}@media screen and (min-width: 768px){.stk-6c9b025 {flex:var(--stk-flex-grow, 1) 1 calc(33.334% - var(--stk-column-gap, 0px) * 1 \/ 2 ) !important;}}<\/style><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-6c9b025-container stk--no-background stk--no-padding\"><div class=\"has-text-align-right stk-block-content stk-inner-blocks stk-6c9b025-inner-blocks\"><\/div><\/div><\/div>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-498db04\" data-block-id=\"498db04\"><style>.stk-498db04 {height:150px !important;}<\/style><\/div>\n\n\n\n<div class=\"wp-block-stackable-columns alignwide stk-block-columns stk-block stk-1167805\" data-block-id=\"1167805\"><style>@media screen and (max-width: 767px){.stk-1167805-column{--stk-columns-spacing:12px !important;}}<\/style><div class=\"stk-row stk-inner-blocks stk-block-content stk-content-align stk-1167805-column alignwide\">\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-f219282\" data-v=\"4\" data-block-id=\"f219282\"><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-f219282-container stk--no-background stk--no-padding\"><div class=\"stk-block-content stk-inner-blocks stk-f219282-inner-blocks\">\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-4cd87d7\" id=\"logical-datenmanagement-und-analytics-mit-denodo-9-2-und-generative-ki\" data-block-id=\"4cd87d7\"><h2 class=\"stk-block-heading__text\">Logical Data Management and Analytics with Denodo 9.2 and Generative AI<\/h2><\/div>\n\n\n\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-c3886a0\" id=\"warum-die-kombination-aus-kuratierten-datenprodukten-und-ki-unterstutzung-den-nachsten-schritt-in-der-datenwertschopfung-markiert\" data-block-id=\"c3886a0\"><h3 class=\"stk-block-heading__text\">Why the combination of curated data products and AI support marks the next step in data value creation.<\/h3><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-382e299\" data-block-id=\"382e299\"><p class=\"stk-block-text__text\">As data-driven companies seek reliable results from the rapidly evolving world of artificial intelligence (AI), data management platforms are increasingly integrating production-ready Generative AI capabilities and agentic workflows into their proprietary data management.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-0a5847f\" data-block-id=\"0a5847f\"><p class=\"stk-block-text__text\">Each platform focuses on different aspects. <a href=\"https:\/\/www.evia.de\/en\/self-service-data-platform-denodo-with-real-time-ai\/\" data-type=\"page\" data-id=\"5858\">Denodo<\/a> Logical Data Management is the focus, meaning the establishment of curated Data Products in a Business Data Layer. This combines structured data from diverse sources, from operational real-time data and data lakes to streaming data. The connection of these worlds with the new possibilities of Generative AI is one of the most exciting and dynamic areas of current enterprise IT progress.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-034035f\" data-block-id=\"034035f\"><p class=\"stk-block-text__text\">In this blog post, we'll summarize the latest innovations and roadmap highlights from our partner Denodo \u2013 fresh from platform releases 9.2 and AI SDK 0.8, complemented by our own assessment of where things are headed.<\/p><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-3046ce7\" data-block-id=\"3046ce7\"><style>.stk-3046ce7 {height:50px !important;}<\/style><\/div>\n\n\n\n<div class=\"wp-block-stackable-columns alignwide stk-block-columns stk-block stk-cd90156\" data-block-id=\"cd90156\"><style>@media screen and (max-width: 767px){.stk-cd90156-column{--stk-columns-spacing:12px !important;}}<\/style><div class=\"stk-row stk-inner-blocks stk-block-content stk-content-align stk-cd90156-column alignwide\">\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-3c15a7d\" data-v=\"4\" data-block-id=\"3c15a7d\"><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-3c15a7d-container stk--no-background stk--no-padding\"><div class=\"stk-block-content stk-inner-blocks stk-3c15a7d-inner-blocks\">\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-1694cb9\" id=\"denodo-plattform-in-kurze\" data-block-id=\"1694cb9\"><h2 class=\"stk-block-heading__text\">Denodo Platform in Brief<\/h2><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-7b82795\" data-block-id=\"7b82795\"><p class=\"stk-block-text__text\">If you stumbled upon this post by chance without having a clear picture of the Denodo Platform beforehand, we'll start with a brief introduction. For more details, we also recommend taking a look at our <a href=\"https:\/\/www.evia.de\/en\/self-service-data-platform-denodo-with-real-time-ai\/\" data-type=\"page\" data-id=\"5858\">Denodo Partner Page<\/a> as well as on the diagram below.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-image aligncenter stk-block-image stk-block stk-60fd502\" data-block-id=\"60fd502\"><style>.stk-60fd502 .stk-img-wrapper{width:100% !important;}.stk-60fd502 .stk-img-wrapper img{border-radius:40px !important;}<\/style><figure><span class=\"stk-img-wrapper stk-image--shape-stretch\"><img loading=\"lazy\" decoding=\"async\" class=\"stk-img wp-image-5780\" src=\"https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-Platform-Architecture-Key-features-Eng-Kopie.png\" width=\"1882\" height=\"1059\" alt=\"A developer is working on a computer, with code displayed on the screen for database development and modernization.\" srcset=\"https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-Platform-Architecture-Key-features-Eng-Kopie.png 1882w, https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-Platform-Architecture-Key-features-Eng-Kopie-300x169.png 300w, https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-Platform-Architecture-Key-features-Eng-Kopie-1024x576.png 1024w, https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-Platform-Architecture-Key-features-Eng-Kopie-768x432.png 768w, https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-Platform-Architecture-Key-features-Eng-Kopie-1536x864.png 1536w\" sizes=\"auto, (max-width: 1882px) 100vw, 1882px\" \/><\/span><\/figure><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-c7c4e0b\" data-block-id=\"c7c4e0b\"><p class=\"stk-block-text__text\">The Denodo Platform is fundamentally a solution for <strong>Logical Data Management<\/strong> and <strong>Data Virtualization<\/strong>. Simply put, it makes it possible to virtually connect data from the most diverse sources \u2013 from cloud databases and data lakes to classic enterprise applications and real-time streams \u2013 and display it in a consistent, semantic view.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-cfa476e\" data-block-id=\"cfa476e\"><p class=\"stk-block-text__text\">The advantage: Companies can use data without physically moving it or implementing complex ETL processes. Instead, a flexible \u201eBusiness Data Layer\u201c is created, from which data can be provided for a wide variety of use cases \u2013 from self-service BI to AI-powered analytics.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-e51f4fd\" data-block-id=\"e51f4fd\"><p class=\"stk-block-text__text\">In summary:<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-list stk-block-icon-list stk-block stk-d482e10\" data-block-id=\"d482e10\"><style>.stk-d482e10 {--stk-icon-list-row-gap:18px !important;--stk-icon-list-marker-color:var(--gelbgruen) !important;}.stk-d482e10 .stk-block-icon-list-item__content{align-items:baseline !important;}<\/style><svg style=\"display:none\"><defs><g id=\"stk-icon-list__icon-svg-def-d482e10\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 448 512\"><path d=\"M400 32H48C21.5 32 0 53.5 0 80v352c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48V80c0-26.5-21.5-48-48-48z\" \/><\/svg><\/g><\/defs><\/svg><ul class=\"stk-block-icon-list__ul stk-block-icon-list--column\">\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-2ca82a7\" data-block-id=\"2ca82a7\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-d482e10\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\">All relevant data sources in a unified view<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-c76523c\" data-block-id=\"c76523c\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-d482e10\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\">No redundant copies, less project effort<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-245d3c8\" data-block-id=\"245d3c8\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-d482e10\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\">Real-time access combined with intelligent performance optimization<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-2645191\" data-block-id=\"2645191\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-d482e10\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\">Built-in security, governance, and metadata features<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-e0b41d0\" data-block-id=\"e0b41d0\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-d482e10\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\">Can be deployed in on-premises, cloud, or hybrid environments<\/span><\/div><\/li>\n<\/ul><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-752ba78\" data-block-id=\"752ba78\"><p class=\"stk-block-text__text has-text-align-left\">Sure, there are use cases where ETL\/ELT and persistent storage are the better choice \u2013 there's no one-size-fits-all solution. <strong>Denodo particularly excels where real-time data is paramount, supplemented by the ability to enrich it with cached or persistent data.<\/strong> But that's actually a topic in itself again.<\/p><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-c5caa6b\" data-block-id=\"c5caa6b\"><\/div>\n\n\n\n<div class=\"wp-block-stackable-columns alignwide stk-block-columns stk-block stk-3ee058f\" data-block-id=\"3ee058f\"><style>@media screen and (max-width: 767px){.stk-3ee058f-column{--stk-columns-spacing:12px !important;}}<\/style><div class=\"stk-row stk-inner-blocks stk-block-content stk-content-align stk-3ee058f-column alignwide\">\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-8768864\" data-v=\"4\" data-block-id=\"8768864\"><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-8768864-container stk--no-background stk--no-padding\"><div class=\"stk-block-content stk-inner-blocks stk-8768864-inner-blocks\">\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-8636cf9\" id=\"generative-ai-im-unternehmenskontext-und-was-denodo-dazu-beitragt\" data-block-id=\"8636cf9\"><h2 class=\"stk-block-heading__text\">Generative AI in the Corporate Context \u2013 and What Denodo Contributes<\/h2><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-d2d12d6\" data-block-id=\"d2d12d6\"><p class=\"stk-block-text__text\">The trend is clear: companies no longer want to use generative AI only experimentally, but to integrate it firmly into business-critical applications. Three points are paramount: <strong>Enterprise-ready integration<\/strong>, <strong>highest relevance and accuracy of results<\/strong> and the <strong>Preparing for an Agent-Based Future<\/strong>, where AI independently takes on complex tasks and elevates productivity to a new level.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-40c09f2\" data-block-id=\"40c09f2\"><p class=\"stk-block-text__text\">Denodo meets these requirements with two strong pillars:<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-list stk-block-icon-list stk-block stk-68ae001\" data-block-id=\"68ae001\"><style>.stk-68ae001 {--stk-icon-list-row-gap:18px !important;--stk-icon-list-marker-color:var(--gelbgruen) !important;}.stk-68ae001 .stk-block-icon-list-item__content{align-items:baseline !important;}<\/style><svg style=\"display:none\"><defs><g id=\"stk-icon-list__icon-svg-def-68ae001\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 448 512\"><path d=\"M400 32H48C21.5 32 0 53.5 0 80v352c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48V80c0-26.5-21.5-48-48-48z\" \/><\/svg><\/g><\/defs><\/svg><ul class=\"stk-block-icon-list__ul stk-block-icon-list--column\">\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-7b3e681\" data-block-id=\"7b3e681\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-68ae001\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\"><strong>Denodo Assistant<\/strong><br>An AI assistant integrated into the platform that supports users through automation, suggestions, and recommendations. It offers intelligent self-service functions and offloads recurring tasks\u2014like a co-pilot for data management and analysis.<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-bd73109\" data-block-id=\"bd73109\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-68ae001\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\"><strong>Denodo AI SDK<\/strong><br>A specialized integration package for AI applications that allows company-owned data to be securely and efficiently integrated into generative AI processes. This \u201egrounds\u201c chatbots or other AI-powered applications on reliable, internal data sources, thus delivering precise, business-relevant answers \u2013 without the usual hurdles in data connectivity.<\/span><\/div><\/li>\n<\/ul><\/div>\n\n\n\n<div class=\"wp-block-stackable-image aligncenter stk-block-image stk-block stk-a0228c0\" data-block-id=\"a0228c0\"><style>.stk-a0228c0 .stk-img-wrapper{width:100% !important;}.stk-a0228c0 .stk-img-wrapper img{border-radius:40px !important;}<\/style><figure><span class=\"stk-img-wrapper stk-image--shape-stretch\"><img loading=\"lazy\" decoding=\"async\" class=\"stk-img wp-image-5782\" src=\"https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-AI-SDK-and-Assistant.png\" width=\"1494\" height=\"879\" alt=\"A developer is working on a computer, with code displayed on the screen for database development and modernization.\" srcset=\"https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-AI-SDK-and-Assistant.png 1494w, https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-AI-SDK-and-Assistant-300x177.png 300w, https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-AI-SDK-and-Assistant-1024x602.png 1024w, https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-AI-SDK-and-Assistant-768x452.png 768w\" sizes=\"auto, (max-width: 1494px) 100vw, 1494px\" \/><\/span><\/figure><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-b553c4d\" data-block-id=\"b553c4d\"><p class=\"stk-block-text__text has-text-align-left\">With both AI components, the operational systems integrated via Denodo, and the platform's central data management, an extensible ecosystem is created for companies that can be used equally by humans and AI agents.<\/p><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-15144dc\" data-block-id=\"15144dc\"><style>.stk-15144dc {height:50px !important;}<\/style><\/div>\n\n\n\n<div class=\"wp-block-stackable-columns alignwide stk-block-columns stk-block stk-acacfdf\" data-block-id=\"acacfdf\"><style>@media screen and (max-width: 767px){.stk-acacfdf-column{--stk-columns-spacing:12px !important;}}<\/style><div class=\"stk-row stk-inner-blocks stk-block-content stk-content-align stk-acacfdf-column alignwide\">\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-8319c2a\" data-v=\"4\" data-block-id=\"8319c2a\"><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-8319c2a-container stk--no-background stk--no-padding\"><div class=\"stk-block-content stk-inner-blocks stk-8319c2a-inner-blocks\">\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-7a813a0\" id=\"strong-denodo-assistant-und-die-neuerungen-in-version-9-2-strong\" data-block-id=\"7a813a0\"><style>.stk-7a813a0 {max-width:1500px !important;min-width:auto !important;margin-right:auto !important;margin-left:0px !important;}<\/style><h2 class=\"stk-block-heading__text has-text-align-left\"><strong>Denodo Assistant and what's new in version 9.2<\/strong><\/h2><\/div>\n\n\n\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-eb7f4d3\" id=\"strong-denodo-assistant-und-die-neuerungen-in-version-9-2-strong\" data-block-id=\"eb7f4d3\"><h3 class=\"stk-block-heading__text\"><strong>Join suggestions for Business Views<\/strong><\/h3><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-659bdd2\" id=\"strong-denodo-assistant-und-die-neuerungen-in-version-9-2-strong\" data-block-id=\"659bdd2\"><p class=\"stk-block-text__text\">In addition to many already established features, version 9.2 brings a particularly practical innovation: <strong>Suggest Join Conditions<\/strong>. Often, business users want to create a business view from multiple tables, but they don't know exactly how to link them optimally. A typical example: Sales figures from a sales database are to be linked with customer information from the CRM system to create regional performance reports.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-133c4fa\" data-block-id=\"133c4fa\"><p class=\"stk-block-text__text\">In this case, it is enough to add the desired tables via drag-and-drop and ask the wizard for a suggestion. Denodo will then analyze the existing relationships, dependencies, and metadata and provide several join variants with brief explanations. The user can then make an informed selection \u2013 without having to delve into technical details.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-image aligncenter stk-block-image stk-block stk-bea8933\" id=\"strong-denodo-assistant-und-die-neuerungen-in-version-9-2-strong\" data-block-id=\"bea8933\"><style>.stk-bea8933 .stk-img-wrapper{width:100% !important;}.stk-bea8933 .stk-img-wrapper img{border-radius:40px !important;}<\/style><figure><span class=\"stk-img-wrapper stk-image--shape-stretch\"><img loading=\"lazy\" decoding=\"async\" class=\"stk-img wp-image-5786\" src=\"https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-Join-Suggestions.png\" width=\"1494\" height=\"879\" alt=\"Denodo Join Suggestions\"\/><\/span><\/figure><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-6637ca6\" data-block-id=\"6637ca6\"><p class=\"stk-block-text__text\">But even for Data Engineers with a solid understanding of the datasets, tables, and possible joins, the function is a real advantage. On the one hand, it saves time and significantly speeds up the creation of views. On the other hand, especially with large data schemas and complex data products, dependencies can be easily overlooked and errors can creep in. An attentive, knowledgeable co-pilot ensures more speed and, at the same time, greater accuracy here.<\/p><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-0def40c\" data-block-id=\"0def40c\"><\/div>\n\n\n\n<div class=\"wp-block-stackable-columns alignwide stk-block-columns stk-block stk-9f83560\" data-block-id=\"9f83560\"><style>@media screen and (max-width: 767px){.stk-9f83560-column{--stk-columns-spacing:12px !important;}}<\/style><div class=\"stk-row stk-inner-blocks stk-block-content stk-content-align stk-9f83560-column alignwide\">\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-9d522a7\" data-v=\"4\" data-block-id=\"9d522a7\"><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-9d522a7-container stk--no-background stk--no-padding\"><div class=\"stk-block-content stk-inner-blocks stk-9d522a7-inner-blocks\">\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-aba67d8\" id=\"strong-denodo-assistant-und-die-neuerungen-in-version-9-2-strong\" data-block-id=\"aba67d8\"><h3 class=\"stk-block-heading__text\"><strong>Custom Instructions in Denodo Assistant and AI SDK<\/strong><\/h3><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-efa5e98\" id=\"strong-denodo-assistant-und-die-neuerungen-in-version-9-2-strong\" data-block-id=\"efa5e98\"><p class=\"stk-block-text__text\">New in version 9.2 is the ability to use the Assistant with <strong>Custom instructions<\/strong> to tax. This allows you to set, <strong>how<\/strong> the assistant generates metadata descriptions for views and data products and <strong>for whom<\/strong> it formulated. Instead of generic texts, the assistant can write domain-specifically, for example, with trade terms for retail or with KPIs and terminology common in one's own company. This increases the <strong>Contextual relevance and accuracy<\/strong> and reduces rework.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-image aligncenter stk-block-image stk-block stk-82409e1\" id=\"strong-denodo-assistant-und-die-neuerungen-in-version-9-2-strong\" data-block-id=\"82409e1\"><style>.stk-82409e1 .stk-img-wrapper{width:100% !important;}.stk-82409e1 .stk-img-wrapper img{border-radius:40px !important;}<\/style><figure><span class=\"stk-img-wrapper stk-image--shape-stretch\"><img loading=\"lazy\" decoding=\"async\" class=\"stk-img wp-image-5784\" src=\"https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-Custom-Instructions.png\" width=\"1494\" height=\"879\" alt=\"Denodo Join Suggestions\"\/><\/span><\/figure><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-132dc79\" data-block-id=\"132dc79\"><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-22f91d1\" data-block-id=\"22f91d1\"><p class=\"stk-block-text__text\">A simple example: \u201eDescribe views from the retail sector using the terms store, product category, and gross revenue, and target marketing readers. Write concisely, in complete sentences, in German.\u201c The assistant then generates more suitable descriptions for the catalog and data products.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-1f22d9c\" data-block-id=\"1f22d9c\"><p class=\"stk-block-text__text\">The classification is important: Custom Instructions <strong>supplement<\/strong> Governance, sie <strong>replace<\/strong> No guidelines. They improve understandability and consistency in the catalog and make Data Products more tangible for business audiences.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-49fc5f6\" data-block-id=\"49fc5f6\"><p class=\"stk-block-text__text\">The same principle applies to the <strong>AI SDK<\/strong> in the current expansion stage. Instructions can be found here <strong>for the query context<\/strong> deposited, optionally on <strong>Deployment Level<\/strong> or <strong>per user profile<\/strong>. This allows agent responses and query suggestions to be reliably aligned with company language and domain rules, without code changes everywhere.<\/p><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-cd06d09\" data-block-id=\"cd06d09\"><\/div>\n\n\n\n<div class=\"wp-block-stackable-columns alignwide stk-block-columns stk-block stk-22ed7e9\" data-block-id=\"22ed7e9\"><style>@media screen and (max-width: 767px){.stk-22ed7e9-column{--stk-columns-spacing:12px !important;}}<\/style><div class=\"stk-row stk-inner-blocks stk-block-content stk-content-align stk-22ed7e9-column alignwide\">\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-f9b11f6\" data-v=\"4\" data-block-id=\"f9b11f6\"><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-f9b11f6-container stk--no-background stk--no-padding\"><div class=\"stk-block-content stk-inner-blocks stk-f9b11f6-inner-blocks\">\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-7758170\" id=\"strong-denodo-assistant-und-die-neuerungen-in-version-9-2-strong\" data-block-id=\"7758170\"><h3 class=\"stk-block-heading__text\"><strong>Use LLM functions directly in VQL<\/strong><\/h3><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-7764772\" id=\"strong-denodo-assistant-und-die-neuerungen-in-version-9-2-strong\" data-block-id=\"7764772\"><p class=\"stk-block-text__text\">With version 9.2, Denodo enhances its VQL query language with the capability to, <strong>LLM functions directly in data queries<\/strong> to embed. This allows Large Language Models to be not only used as a separate application but also seamlessly integrated into existing data products and pipelines.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-image aligncenter stk-block-image stk-block stk-d584c26\" id=\"strong-denodo-assistant-und-die-neuerungen-in-version-9-2-strong\" data-block-id=\"d584c26\"><style>.stk-d584c26 .stk-img-wrapper{width:100% !important;}.stk-d584c26 .stk-img-wrapper img{border-radius:40px !important;}<\/style><figure><span class=\"stk-img-wrapper stk-image--shape-stretch\"><img loading=\"lazy\" decoding=\"async\" class=\"stk-img wp-image-5787\" src=\"https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-Platform-LLM-AI-in-VQL.png\" width=\"1494\" height=\"879\" alt=\"Denodo Join Suggestions\"\/><\/span><\/figure><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-e77b729\" data-block-id=\"e77b729\"><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-b930583\" data-block-id=\"b930583\"><p class=\"stk-block-text__text\">This opens up exciting scenarios: For example, a marketing team could analyze customer feedback data from various sources in real-time and immediately use the result with an automatic <strong>Sentiment Analysis<\/strong> enrich. Instead of running this analysis in a separate AI application, it is executed directly within the VQL query \u2013 the results are immediately available in the familiar analysis or reporting tool.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-a058385\" data-block-id=\"a058385\"><p class=\"stk-block-text__text\">The advantage:<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-list stk-block-icon-list stk-block stk-81b9410\" data-block-id=\"81b9410\"><style>.stk-81b9410 {--stk-icon-list-row-gap:18px !important;--stk-icon-list-marker-color:var(--gelbgruen) !important;}.stk-81b9410 .stk-block-icon-list-item__content{align-items:baseline !important;}<\/style><svg style=\"display:none\"><defs><g id=\"stk-icon-list__icon-svg-def-81b9410\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 448 512\"><path d=\"M400 32H48C21.5 32 0 53.5 0 80v352c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48V80c0-26.5-21.5-48-48-48z\" \/><\/svg><\/g><\/defs><\/svg><ul class=\"stk-block-icon-list__ul stk-block-icon-list--column\">\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-c522538\" data-block-id=\"c522538\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-81b9410\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\"><strong>Fewer media breaks<\/strong> \u2013 no separate data export or import processes<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-39e9dd1\" data-block-id=\"39e9dd1\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-81b9410\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\"><strong>Better governance<\/strong> \u2013 AI functionalities run within the secured Denodo environment<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-04c29ff\" data-block-id=\"04c29ff\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-81b9410\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\"><strong>Faster implementation<\/strong> Data engineers can embed LLM logic directly in VQL code<\/span><\/div><\/li>\n<\/ul><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-459ed45\" data-block-id=\"459ed45\"><p class=\"stk-block-text__text\">With this, Denodo takes the step from pure data provisioning to <strong>data-centric AI workflows<\/strong>, which run directly on the curated business data layer.<\/p><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-47bbf05\" data-block-id=\"47bbf05\"><\/div>\n\n\n\n<div class=\"wp-block-stackable-columns alignwide stk-block-columns stk-block stk-2550365\" data-block-id=\"2550365\"><style>@media screen and (max-width: 767px){.stk-2550365-column{--stk-columns-spacing:12px !important;}}<\/style><div class=\"stk-row stk-inner-blocks stk-block-content stk-content-align stk-2550365-column alignwide\">\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-45ff132\" data-v=\"4\" data-block-id=\"45ff132\"><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-45ff132-container stk--no-background stk--no-padding\"><div class=\"stk-block-content stk-inner-blocks stk-45ff132-inner-blocks\">\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-186156d\" id=\"strong-denodo-assistant-und-die-neuerungen-in-version-9-2-strong\" data-block-id=\"186156d\"><h2 class=\"stk-block-heading__text\"><strong>Denodo AI SDK \u2013 Bridging the Gap Between Data Management and Agentic AI<\/strong><\/h2><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-bb75f69\" id=\"strong-denodo-assistant-und-die-neuerungen-in-version-9-2-strong\" data-block-id=\"bb75f69\"><p class=\"stk-block-text__text\">The <strong>Denodo AI SDK<\/strong> is the central building block for easily and securely integrating the curated data products built in Logical Data Management into individual AI applications and agent workflows. It acts as a bridge between the structured, governance-compliant data world of Denodo and the flexible, creative world of tailored Generative AI solutions.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-fd610e9\" data-block-id=\"fd610e9\"><p class=\"stk-block-text__text\">This enables the development of chatbots, decision-support systems, or complex agent orchestrations that have direct access to reliable company data. The SDK handles the connection, provides a clean \u201egrounding\u201c layer, and ensures that relevant data sources are used correctly, up-to-date, and securely, even for complex queries.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-7398f5d\" data-block-id=\"7398f5d\"><p class=\"stk-block-text__text\">For companies, this means:<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-list stk-block-icon-list stk-block stk-64679ec\" data-block-id=\"64679ec\"><style>.stk-64679ec {--stk-icon-list-row-gap:18px !important;--stk-icon-list-marker-color:var(--gelbgruen) !important;}.stk-64679ec .stk-block-icon-list-item__content{align-items:baseline !important;}<\/style><svg style=\"display:none\"><defs><g id=\"stk-icon-list__icon-svg-def-64679ec\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 448 512\"><path d=\"M400 32H48C21.5 32 0 53.5 0 80v352c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48V80c0-26.5-21.5-48-48-48z\" \/><\/svg><\/g><\/defs><\/svg><ul class=\"stk-block-icon-list__ul stk-block-icon-list--column\">\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-65907d9\" data-block-id=\"65907d9\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-64679ec\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\"><strong>Shorter development times<\/strong>, since the data connection is largely already solved<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-0d98787\" data-block-id=\"0d98787\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-64679ec\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\"><strong>Higher accuracy<\/strong>, because AI is not reliant on unstructured or insecure data sources<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-f22f301\" data-block-id=\"f22f301\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-64679ec\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\"><strong>Scalability<\/strong>, to quickly integrate new AI agents or features<\/span><\/div><\/li>\n<\/ul><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-77bece3\" data-block-id=\"77bece3\"><p class=\"stk-block-text__text\">New in version 9.2: The AI SDK now offers a <strong>First, basic integration of an MCP server<\/strong>. This makes it even easier to connect agents and tools that support MCP with Denodo data.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-354e932\" id=\"mcp-unterstutzung-in-denodo-ai-sdk\" data-block-id=\"354e932\"><h3 class=\"stk-block-heading__text\">MCP Support in Denodo AI SDK<\/h3><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-b458d00\" data-block-id=\"b458d00\"><p class=\"stk-block-text__text\">The <strong>Model Context Protocol (MCP)<\/strong> is a young, open protocol that aims to make it easier for AI applications and agents to dynamically retrieve contextual information and data from external systems. Instead of programming interfaces individually, AI models can access tools, databases, or APIs in a standardized way via MCP \u2013 including metadata, authentication, and permissions.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-image stk-block-image stk-block stk-76dfd6e\" data-block-id=\"76dfd6e\"><style>.stk-76dfd6e .stk-img-wrapper img{border-radius:40px !important;}<\/style><figure><span class=\"stk-img-wrapper stk-image--shape-stretch\"><img loading=\"lazy\" decoding=\"async\" class=\"stk-img wp-image-5781\" src=\"https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-AI-API-and-MCP.png\" width=\"1366\" height=\"768\" alt=\"Denodo AI API and MCP\" srcset=\"https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-AI-API-and-MCP.png 1366w, https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-AI-API-and-MCP-300x169.png 300w, https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-AI-API-and-MCP-1024x576.png 1024w, https:\/\/www.evia.de\/wp-content\/uploads\/2025\/08\/Denodo-AI-API-and-MCP-768x432.png 768w\" sizes=\"auto, (max-width: 1366px) 100vw, 1366px\" \/><\/span><\/figure><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-42f0093\" data-block-id=\"42f0093\"><p class=\"stk-block-text__text\">Denodo now offers a <strong>First, basic MCP server integration<\/strong>. The <strong>Basis-MCP-Server<\/strong> is included in AI SDK version 0.8 and is automatically installed along with the SDK. This allows MCP-enabled AI agents to directly access the centrally managed, curated data products in Denodo, benefiting from existing security and governance mechanisms.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-3e5417f\" data-block-id=\"3e5417f\"><p class=\"stk-block-text__text\">The possible applications are diverse:<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-list stk-block-icon-list stk-block stk-2ff6dcd\" data-block-id=\"2ff6dcd\"><style>.stk-2ff6dcd {--stk-icon-list-row-gap:18px !important;--stk-icon-list-marker-color:var(--gelbgruen) !important;}.stk-2ff6dcd .stk-block-icon-list-item__content{align-items:baseline !important;}<\/style><svg style=\"display:none\"><defs><g id=\"stk-icon-list__icon-svg-def-2ff6dcd\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 448 512\"><path d=\"M400 32H48C21.5 32 0 53.5 0 80v352c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48V80c0-26.5-21.5-48-48-48z\" \/><\/svg><\/g><\/defs><\/svg><ul class=\"stk-block-icon-list__ul stk-block-icon-list--column\">\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-2978bbf\" data-block-id=\"2978bbf\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-2ff6dcd\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\">A generative AI agent that answers questions via MCP and combines data from Denodo<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-ca263f3\" data-block-id=\"ca263f3\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-2ff6dcd\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\">Automated workflows where AI tools independently formulate queries and process results<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-e6ec7b9\" data-block-id=\"e6ec7b9\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-2ff6dcd\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\">Support for complex decision-making processes with real-time and contextual data<\/span><\/div><\/li>\n<\/ul><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-b5d6d2c\" data-block-id=\"b5d6d2c\"><p class=\"stk-block-text__text\"><strong>Important to note:<\/strong> Despite its potential, MCP is still in its early stages. Topics such as security, access control, and governance are still under development within the standard itself. Therefore, the Denodo-MCP integration is currently best suited for pilot projects and innovation workshops. Thus, it is (still) not ideal for security-critical production environments.<\/p><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-d3a99b0\" data-block-id=\"d3a99b0\"><style>.stk-d3a99b0 {height:50px !important;}<\/style><\/div>\n\n\n\n<div class=\"wp-block-stackable-columns alignwide stk-block-columns stk-block stk-ce68316\" data-block-id=\"ce68316\"><style>@media screen and (max-width: 767px){.stk-ce68316-column{--stk-columns-spacing:12px !important;}}<\/style><div class=\"stk-row stk-inner-blocks stk-block-content stk-content-align stk-ce68316-column alignwide\">\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-e15fae8\" data-v=\"4\" data-block-id=\"e15fae8\"><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-e15fae8-container stk--no-background stk--no-padding\"><div class=\"stk-block-content stk-inner-blocks stk-e15fae8-inner-blocks\">\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-a35954e\" id=\"strong-denodo-assistant-und-die-neuerungen-in-version-9-2-strong\" data-block-id=\"a35954e\"><h2 class=\"stk-block-heading__text\"><strong>On the Way to Data Analyst Mode \u2013 Agentic Workflows in Denodo<\/strong><\/h2><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-e703d77\" id=\"strong-denodo-assistant-und-die-neuerungen-in-version-9-2-strong\" data-block-id=\"e703d77\"><p class=\"stk-block-text__text\">The AI features embedded in Denodo today are already extremely useful \u2013 but so far, they are limited to so-called <em>Single-Shot Interactions<\/em> Aligned: A question is asked, the AI generates SQL, delivers a result, and the process is complete. This pattern resembles classic BI scenarios, except that query creation is automated.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-8f013b0\" data-block-id=\"8f013b0\"><p class=\"stk-block-text__text\">Later this year, Denodo plans a move that goes significantly further: the <strong>Data Analyst Mode<\/strong>. In this mode, users should be able to ask complex analytical questions, such as: <em>\u201eWhat factors contributed to the decline in sales figures in a specific region?\u201c<\/em> Instead of just generating a single query, the assistant, as part of a <strong>agent-based workflows<\/strong> independently perform various steps \u2013 comparable to the work of a human data analyst. This includes reviewing multiple datasets and sources, checking metadata, executing 10-20 (or more) queries, and deriving a well-founded result that answers the question.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-174c0cd\" data-block-id=\"174c0cd\"><p class=\"stk-block-text__text\">We see this as part of a larger trend: <strong>Business-relevant AI workflows are increasingly being embedded directly into data management platforms.<\/strong>. This approach is logical, especially in the realm of data analysis \u2013 one of the most obvious use cases for proprietary corporate data. The lines between data management and BI applications are blurring, and platforms like Denodo, which with <strong>Logical Data Management<\/strong> can build directly on operational data sources, are particularly well-positioned for this.<\/p><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-0dc866a\" data-block-id=\"0dc866a\"><\/div>\n\n\n\n<div class=\"wp-block-stackable-columns alignwide stk-block-columns stk-block stk-81e471e\" data-block-id=\"81e471e\"><style>@media screen and (max-width: 767px){.stk-81e471e-column{--stk-columns-spacing:12px !important;}}<\/style><div class=\"stk-row stk-inner-blocks stk-block-content stk-content-align stk-81e471e-column alignwide\">\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-7ddd25a\" data-v=\"4\" data-block-id=\"7ddd25a\"><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-7ddd25a-container stk--no-background stk--no-padding\"><div class=\"stk-block-content stk-inner-blocks stk-7ddd25a-inner-blocks\">\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-bf78561\" id=\"strong-denodo-assistant-und-die-neuerungen-in-version-9-2-strong\" data-block-id=\"bf78561\"><h2 class=\"stk-block-heading__text\"><strong>From Potential to Reality<\/strong><\/h2><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-1c96f07\" id=\"strong-denodo-assistant-und-die-neuerungen-in-version-9-2-strong\" data-block-id=\"1c96f07\"><p class=\"stk-block-text__text\">Denodo is a powerful self-service data management platform, but it is also a highly specialized tool and the central element of a data- and AI-driven ecosystem. To transform the full potential of the described functions into real business value, expertise, experience, and the right resources are needed. This is exactly where we come in.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-f7e8ae0\" data-block-id=\"f7e8ae0\"><p class=\"stk-block-text__text\">If this sounds interesting to you, your next steps are simple:<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-list stk-block-icon-list stk-block stk-b1292bf\" data-block-id=\"b1292bf\"><style>.stk-b1292bf {--stk-icon-list-row-gap:18px !important;--stk-icon-list-marker-color:var(--gelbgruen) !important;}.stk-b1292bf .stk-block-icon-list-item__content{align-items:baseline !important;}<\/style><svg style=\"display:none\"><defs><g id=\"stk-icon-list__icon-svg-def-b1292bf\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 448 512\"><path d=\"M400 32H48C21.5 32 0 53.5 0 80v352c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48V80c0-26.5-21.5-48-48-48z\" \/><\/svg><\/g><\/defs><\/svg><ul class=\"stk-block-icon-list__ul stk-block-icon-list--column\">\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-3c2d221\" data-block-id=\"3c2d221\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-b1292bf\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\"><strong>Contact us<\/strong>, to arrange a Denodo demo tailored to your industry and use cases<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-e470a0e\" data-block-id=\"e470a0e\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-b1292bf\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\"><strong>Let's analyze your existing system, data, and process landscape<\/strong> and suggest a modern architecture that optimally uses Denodo \u2013 if it fits<\/span><\/div><\/li>\n<\/ul><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-0f85b25\" data-block-id=\"0f85b25\"><p class=\"stk-block-text__text\">Both are simple, non-binding steps that take little time but can provide a lot of tangible added value. And it's also fun, by the way.<\/p><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-b66bac1\" data-block-id=\"b66bac1\"><\/div>\n\n\n\n<div class=\"wp-block-stackable-columns stk-block-columns stk-block stk-a6d05fc stk-block-background\" data-block-id=\"a6d05fc\"><style>.stk-a6d05fc {background-color:var(--cyan) !important;border-top-left-radius:40px !important;border-top-right-radius:40px !important;border-bottom-right-radius:40px !important;border-bottom-left-radius:40px !important;overflow:hidden !important;}.stk-a6d05fc:before{background-color:var(--cyan) !important;}<\/style><div class=\"stk-row stk-inner-blocks stk-block-content stk-content-align stk-a6d05fc-column\">\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-e09279d\" data-v=\"4\" data-block-id=\"e09279d\"><style>@media screen and (min-width: 768px){.stk-e09279d {flex:var(--stk-flex-grow, 1) 1 calc(66.666% - var(--stk-column-gap, 0px) * 1 \/ 2 ) !important;}}<\/style><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-e09279d-container stk--no-background stk--no-padding\"><div class=\"stk-block-content stk-inner-blocks stk-e09279d-inner-blocks\">\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-f4dee0b\" id=\"unverbindliches-erstgesprach-buchen\" data-block-id=\"f4dee0b\"><h2 class=\"stk-block-heading__text\">Book a free introductory meeting<\/h2><\/div>\n\n\n\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-bf1ae85\" id=\"in-einem-kompakten-termin-klaren-wir-wir-sie-beim-datenmanagement-unterstutzen-konnen\" data-block-id=\"bf1ae85\"><h3 class=\"stk-block-heading__text\">In a compact meeting, we'll clarify how we can support you with data management.<\/h3><\/div>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-7a274ec\" data-v=\"4\" data-block-id=\"7a274ec\"><style>.stk-7a274ec {align-self:center !important;}@media screen and (min-width: 768px){.stk-7a274ec {flex:var(--stk-flex-grow, 1) 1 calc(33.334% - var(--stk-column-gap, 0px) * 1 \/ 2 ) !important;}}<\/style><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-7a274ec-container stk--no-background stk--no-padding\"><div class=\"has-text-align-center stk-block-content stk-inner-blocks stk-7a274ec-inner-blocks\">\n<div class=\"wp-block-stackable-button-group stk-block-button-group stk-block stk-f336aec\" data-block-id=\"f336aec\"><div class=\"stk-row stk-inner-blocks stk-block-content stk-button-group\">\n<div class=\"wp-block-stackable-button stk-block-button stk-block stk-5f16a7d\" data-block-id=\"5f16a7d\"><style>.stk-5f16a7d .stk-button{background:var(--schwarz) !important;border-top-left-radius:10px !important;border-top-right-radius:10px !important;border-bottom-right-radius:10px !important;border-bottom-left-radius:10px !important;}.stk-5f16a7d .stk-button:hover:after{background:var(--weiss) !important;opacity:1 !important;}.stk-5f16a7d .stk-button:before{border-style:solid !important;border-color:var(--schwarz) !important;}.stk-5f16a7d .stk-button__inner-text{color:var(--weiss) !important;text-transform:uppercase !important;}.stk-5f16a7d .stk-button:hover .stk-button__inner-text{color:var(--schwarz) !important;}<\/style><a class=\"stk-link stk-button stk--hover-effect-darken\" href=\"https:\/\/outlook.office.com\/book\/TerminbuchungDolgopolskiy@evia.de\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"has-text-color stk-button__inner-text\">Book an appointment now!<\/span><\/a><\/div>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-58dd345\" data-block-id=\"58dd345\"><style>.stk-58dd345 {height:150px !important;}<\/style><\/div>","protected":false},"excerpt":{"rendered":"<p>Data Management with Denodo Takes the GenAI Path: More Assistance, More Agent Readiness In the enterprise sector, data management platforms are currently engaged in a race for greater relevance and accuracy in generative AI functions based on proprietary data. The Denodo Platform for logical data virtualization and management is no exception. The current release 9.2 and the further development of the AI SDK bring new AI-powered functions, \u2026 <a title=\"Data Management with Denodo\" class=\"read-more\" href=\"https:\/\/www.evia.de\/en\/data-management-denodo-genai-agent-readiness\/\" aria-label=\"Read more about Data Management with Denodo\">Read more<\/a><\/p>","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[24],"tags":[36,49,50,37,47,46,52,48,51],"class_list":["post-5772","post","type-post","status-publish","format-standard","hentry","category-inside-evia","tag-agentic-ai","tag-data-analytics","tag-data-governance","tag-data-management","tag-data-virtualization","tag-denodo","tag-denodo-ai-sdk","tag-generative-ai","tag-mcp-server"],"_links":{"self":[{"href":"https:\/\/www.evia.de\/en\/wp-json\/wp\/v2\/posts\/5772","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.evia.de\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.evia.de\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.evia.de\/en\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.evia.de\/en\/wp-json\/wp\/v2\/comments?post=5772"}],"version-history":[{"count":23,"href":"https:\/\/www.evia.de\/en\/wp-json\/wp\/v2\/posts\/5772\/revisions"}],"predecessor-version":[{"id":6685,"href":"https:\/\/www.evia.de\/en\/wp-json\/wp\/v2\/posts\/5772\/revisions\/6685"}],"wp:attachment":[{"href":"https:\/\/www.evia.de\/en\/wp-json\/wp\/v2\/media?parent=5772"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.evia.de\/en\/wp-json\/wp\/v2\/categories?post=5772"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.evia.de\/en\/wp-json\/wp\/v2\/tags?post=5772"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}