{"id":11586,"date":"2026-09-25T15:30:26","date_gmt":"2026-09-25T19:30:26","guid":{"rendered":"https:\/\/www.softwareag.com\/?post_type=resource&#038;p=11586"},"modified":"2026-09-25T15:30:33","modified_gmt":"2026-09-25T19:30:33","slug":"accessing-mainframe-databases-from-ai-assistants","status":"publish","type":"resource","link":"https:\/\/www.softwareag.com\/br\/resources\/data-integration\/accessing-mainframe-databases-from-ai-assistants\/","title":{"rendered":"Accessing mainframe databases from AI assistants"},"content":{"rendered":"<figure class=\"wp-block-embed is-type-video is-provider-vimeo wp-block-embed-vimeo wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" src=\"https:\/\/player.vimeo.com\/video\/1229168278?dnt=1&amp;app_id=122963\" width=\"500\" height=\"281\" frameborder=\"0\" allow=\"autoplay; fullscreen; picture-in-picture; clipboard-write; encrypted-media; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Ask most AI assistants about your mainframe data and you get nothing useful. The records are there \u2014 customer files, order history, transactions going back decades \u2014 but they live in VSAM, described by copybooks, reachable only through code somebody wrote a long time ago.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In this three-minute demo, Senior Systems Engineer Demos Economacos shows what changes when an AI assistant can query that data directly.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The groundwork is <a href=\"https:\/\/www.softwareag.com\/br\/resources\/data-integration\/data-virtualization\/\">virtualiza\u00e7\u00e3o de dados<\/a>: in the CONNX Data Dictionary, VSAM record layouts appear as ordinary SQL tables \u2014 CUSTOMERS_VSAM, ORDERS_VSAM, PRODUCTS_VSAM \u2014 each field&#8217;s native type, offset, length, and codepage resolved into standard SQL types. The CONNX MCP Server then publishes those tables to Claude over the open Model Context Protocol: query tools, metadata services, and schema access, all delivered through the security and governance CONNX already enforces.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The rest is a conversation. &#8220;How many customers do we have?&#8221; returns a count read live from VSAM. &#8220;What is our best-selling product?&#8221; is harder, and it&#8217;s the part worth watching. The assistant has never seen this schema. It inspects the tables, writes its own SQL, gets a query wrong and corrects itself, then aggregates orders by product and answers twice over \u2014 one product leads on units sold, a different one leads on revenue. A distinction nobody asked for, and most people would want.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">No extract, no replication, no overnight staging. The queries run against the mainframe in real time, and the data never leaves the governed path.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The demo runs against sample data on a VSAM source; the same dictionary shows Db2 and Kafka connections alongside it.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n    <section\n        class=\"o-related-posts alignwide\"\n        aria-label=\"\"\n        style=\"--related-posts-columns: 3;\"\n    >\n        <div class=\"o-related-posts__inner\">\n            <div class=\"o-related-posts__header\">\n                <h6 class=\"o-related-posts__eyebrow\"><\/h6>\n                                    <h2 class=\"o-related-posts__heading\">Voc\u00ea tamb\u00e9m pode se interessar:<\/h2>\n                                            <\/div>\n\n            <div class=\"o-related-posts__grid\">\n                                                                                                                        <a\n                            href=\"https:\/\/techcommunity.softwareag.com\/tag\/connx\"\n                            class=\"m-card-post o-related-posts__card\"\n                            target=\"_blank\"\n                            rel=\"noopener noreferrer\"\n                        >\n                            <div class=\"m-card-post__image\">\n                                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.softwareag.com\/app\/uploads\/2025\/10\/AO-collaboration-06-1024x683.jpeg\" class=\"attachment-large size-large\" alt=\"comunidade de tecnologia\" srcset=\"https:\/\/www.softwareag.com\/app\/uploads\/2025\/10\/AO-collaboration-06-1024x683.jpeg 1024w, https:\/\/www.softwareag.com\/app\/uploads\/2025\/10\/AO-collaboration-06-300x200.jpeg 300w, https:\/\/www.softwareag.com\/app\/uploads\/2025\/10\/AO-collaboration-06-768x512.jpeg 768w, https:\/\/www.softwareag.com\/app\/uploads\/2025\/10\/AO-collaboration-06-1536x1024.jpeg 1536w, https:\/\/www.softwareag.com\/app\/uploads\/2025\/10\/AO-collaboration-06-18x12.jpeg 18w, https:\/\/www.softwareag.com\/app\/uploads\/2025\/10\/AO-collaboration-06.jpeg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n                                                            <\/div>\n                            <div\n                                class=\"o-related-posts__top-meta\"\n                                                            >\n                                                                    <span class=\"m-card-post__category\">COMUNIDADE TECNOL\u00d3GICA<\/span>\n                                                                                            <\/div>\n                            <h3 class=\"m-card-post__title\">Junte-se \u00e0 Tech Community da Software AG<\/h3>\n                                                            <p class=\"m-card-post__excerpt\">\n                                    Colabore com a comunidade de usu\u00e1rios e especialistas da plataforma CONNX e obtenha dicas, c\u00f3digos de teste e downloads que ir\u00e3o ajudar voc\u00ea a ampliar o valor de seus dados com vistas ao futuro.\n                                <\/p>\n                                                    <\/a>\n                                                                                                                                            <a\n                            href=\"https:\/\/www.softwareag.com\/br\/resources\/?type=webinar&#038;_resource_type=webinar\"\n                            class=\"m-card-post o-related-posts__card\"\n                            target=\"_blank\"\n                            rel=\"noopener noreferrer\"\n                        >\n                            <div class=\"m-card-post__image\">\n                                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"573\" src=\"https:\/\/www.softwareag.com\/app\/uploads\/2026\/05\/featured-image_webinars-1024x573.png\" class=\"attachment-large size-large\" alt=\"Webinars Software AG\" srcset=\"https:\/\/www.softwareag.com\/app\/uploads\/2026\/05\/featured-image_webinars-1024x573.png 1024w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/05\/featured-image_webinars-300x168.png 300w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/05\/featured-image_webinars-768x430.png 768w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/05\/featured-image_webinars-1536x859.png 1536w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/05\/featured-image_webinars-2048x1146.png 2048w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/05\/featured-image_webinars-18x10.png 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n                                                            <\/div>\n                            <div\n                                class=\"o-related-posts__top-meta\"\n                                                            >\n                                                                    <span class=\"m-card-post__category\">WEBINARS ON-DEMAND<\/span>\n                                                                                            <\/div>\n                            <h3 class=\"m-card-post__title\">Pesquise em nosso arquivo de Webinars<\/h3>\n                                                            <p class=\"m-card-post__excerpt\">\n                                    Todos os nossos webinars est\u00e3o dispon\u00edveis para voc\u00ea assistir conforme sua conveni\u00eancia. Ou\u00e7a o que os analistas e especialistas em moderniza\u00e7\u00e3o de mainframe t\u00eam a dizer enquanto discutem e demonstram as melhores pr\u00e1ticas.\n                                <\/p>\n                                                    <\/a>\n                                                                                                                                            <a href=\"https:\/\/www.softwareag.com\/br\/connx\/connx-demo\/\" class=\"m-card-post o-related-posts__card\">\n                            <div class=\"m-card-post__image\">\n                                                                    <img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"535\" src=\"https:\/\/www.softwareag.com\/app\/uploads\/2025\/08\/banner-promo-contact-us.svg\" class=\"attachment-large size-large wp-post-image\" alt=\"connx Fale conosco demonstra\u00e7\u00e3o\" \/>\n                                                            <\/div>\n                            <div\n                                class=\"o-related-posts__top-meta\"\n                                                            >\n                                                                    <span class=\"m-card-post__category\">Demo<\/span>\n                                                                                            <\/div>\n                            <h3 class=\"m-card-post__title\">Demonstra\u00e7\u00e3o do CONNX<\/h3>\n                                                            <p class=\"m-card-post__excerpt\">\n                                    Explore os recursos do CONNX Demo para acesso e integra\u00e7\u00e3o de dados. Transforme sua empresa com melhores solu\u00e7\u00f5es de dados.\n                                <\/p>\n                                                    <\/a>\n                                                <\/div>\n        <\/div>\n    <\/section>\n\n\n\n<div class=\"wp-block-group alignfull is-style-left-aligned pre-footer-cta has-purple-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--l);padding-top:var(--wp--preset--spacing--xxl);padding-bottom:var(--wp--preset--spacing--xxl)\">\n<div class=\"wp-block-group alignwide is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading alignfull has-text-align-left has-grande-font-size has-white-color has-text-color has-link-color has-large-font-size wp-elements-1\">Voc\u00ea est\u00e1 pronto para unir dados do mainframe e da nuvem?<\/h2>\n\n\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-2 wp-block-paragraph\">Torne a sua organiza\u00e7\u00e3o realmente orientada a dados ao aproveitar todas as informa\u00e7\u00f5es em seus sistemas, independente da forma como est\u00e3o estruturadas e sem alterar suas aplica\u00e7\u00f5es de miss\u00e3o cr\u00edtica. &nbsp;<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-dark-bg-primary is-style-dark-bg-primary--1\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.softwareag.com\/br\/contact\/\">Fale com um especialista<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-dark-bg-transparent is-style-dark-bg-transparent--2\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.softwareag.com\/br\/connx\/connx-demo\/\">Solicite uma demo<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>CONNX bridges AI and mainframe data, enabling real-time SQL queries on VSAM files, enhancing accessibility and analytics without data extraction.<\/p>","protected":false},"featured_media":11590,"template":"","product":[48],"resource-industry":[70],"resource-topic":[21],"resource-type":[36],"resource-subdirectory":[65],"class_list":["post-11586","resource","type-resource","status-publish","has-post-thumbnail","hentry","product-connx","resource-industry-it-communications","resource-topic-data-integration","resource-type-video","resource-subdirectory-data-integration"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.5 (Yoast SEO v28.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Access Mainframe Database with AI | Software AG<\/title>\n<meta name=\"description\" content=\"Unlock mainframe database access with AI using CONNX to map VSAM records into SQL for seamless querying and analytics.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.softwareag.com\/br\/resources\/data-integration\/accessing-mainframe-databases-from-ai-assistants\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Access Mainframe Database with AI for Insights\" \/>\n<meta property=\"og:description\" content=\"Unlock the potential of your mainframe data. Learn how to access mainframe database with AI through CONNX innovations.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.softwareag.com\/br\/resources\/data-integration\/accessing-mainframe-databases-from-ai-assistants\/\" \/>\n<meta property=\"og:site_name\" content=\"Software AG\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SoftwareAG\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-25T19:30:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.softwareag.com\/app\/uploads\/2026\/09\/thumb_access-mainframe-database-with-ai.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"AI Access to Legacy Data Video Explained\" \/>\n<meta name=\"twitter:description\" content=\"Unlock the potential of AI access to legacy data video. 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