{"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\/en\/resources\/data-integration\/accessing-mainframe-databases-from-ai-assistants\/","title":{"rendered":"Accessing mainframe databases from AI assistants"},"content":{"rendered":"\n<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\/en\/resources\/data-integration\/data-virtualization\/\">data virtualization<\/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\">You may also like:<\/h2>\n                                            <\/div>\n\n            <div class=\"o-related-posts__grid\">\n                                                                                                                        <a\n                            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                             Collaborate with the CONNX community\u2014and get tips and tricks, test code, and downloads\u2014to help you extend your CONNX solutions into the future.\n                                <\/p>\n                                                    <\/a>\n                                                                                                                                            <a\n                            href=\"https:\/\/www.softwareag.com\/en\/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=\"Software AG Webinars\" 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\">ON-DEMAND WEBINARS<\/span>\n                                                                                            <\/div>\n                            <h3 class=\"m-card-post__title\">Browse our library of webinars<\/h3>\n                                                            <p class=\"m-card-post__excerpt\">\n                                    All of our webinars are available to watch on demand. Join mainframe modernization experts and analysts as they discuss, elaborate and demonstrate best practices.\n                                <\/p>\n                                                    <\/a>\n                                                                                                                                            <a href=\"https:\/\/www.softwareag.com\/en\/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 contact us demo\" \/>\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\">CONNX Demo<\/h3>\n                                                            <p class=\"m-card-post__excerpt\">\n                                    Explore the capabilities of CONNX Demo for data access and integration. Transform your business with better data solutions.\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\">Are you ready to unite cloud and mainframe data?<\/h2>\n\n\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-2 wp-block-paragraph\">Become a data-driven organization by leveraging all the information in your enterprise, however it\u2019s structured\u2014without changing your core systems. &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\/contact\/\">Speak with an expert<\/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\/connx\/connx-demo\/\">Request a demo<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n","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>\n","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\/en\/resources\/data-integration\/accessing-mainframe-databases-from-ai-assistants\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\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\/en\/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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