{"id":16877,"date":"2023-11-21T13:38:10","date_gmt":"2023-11-21T19:38:10","guid":{"rendered":"https:\/\/prolifics.com\/us\/?p=16877"},"modified":"2025-09-19T16:46:51","modified_gmt":"2025-09-19T11:16:51","slug":"cio-leader-blog-generative-ai-and-semantic-models","status":"publish","type":"post","link":"https:\/\/prolifics.com\/usa\/resource-center\/blog\/cio-leader-blog-generative-ai-and-semantic-models","title":{"rendered":"CIO &amp; Leader Blog &#8211; Generative AI and Semantic Models"},"content":{"rendered":"<h3 class=\"page-header\">Digital Transformation With Generative AI And Semantic Models<\/h3>\n<h4><em><span class=\"TextRun SCXW208735735 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW208735735 BCX8\">LLMs have catapulted language understanding by overcoming the limitations of NLP\/ NLU techniques using pre-trained models.<\/span><\/span><span class=\"EOP SCXW208735735 BCX8\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/em><\/h4>\n<p>This article was written by Prolifics Offshore Head of Engineering, Ajay Malgaonkar, and first published in <a href=\"https:\/\/www.cioandleader.com\/digital-transformation-generative-ai-and-semantic-models\/\" target=\"_blank\" rel=\"noopener\">CIO and Leader.<\/a><\/p>\n<p><strong><a href=\"https:\/\/www.cioandleader.com\/digital-transformation-generative-ai-and-semantic-models\/\" target=\"_blank\" rel=\"noopener\">READ NOW <\/a><\/strong><\/p>\n<p><span data-contrast=\"auto\"><em>10 min. read <\/em><\/span><\/p>\n<p><span data-contrast=\"auto\">This blog explores the potential of generative AI, focusing on the Retrieval-Augmented Generation (RAG) technique for tasks like question-answering and summarization.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><span data-contrast=\"auto\">A practical scenario illustrates how generative AI aids troubleshooting in industries, streamlining issue resolution. This blog advises enterprises on building Gen AI platforms to overcome adoption challenges, emphasizing the importance of semantic models for a unified analytics platform.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Learn more about <\/span><a href=\"https:\/\/prolifics.com\/usa\/expertise\/generative-ai\"><span data-contrast=\"none\">Prolifics Generative AI<\/span><\/a><span data-contrast=\"auto\">. <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Digital Transformation With Generative AI And Semantic Models LLMs have catapulted language understanding by overcoming the limitations of NLP\/ NLU techniques using pre-trained models.\u00a0 This article was written by Prolifics [&hellip;]<\/p>\n","protected":false},"author":61,"featured_media":30322,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[49],"tags":[],"class_list":["post-16877","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","has-post-title","has-post-date","has-post-category","has-post-tag","has-post-comment","has-post-author",""],"acf":[],"builder_content":"","_links":{"self":[{"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/posts\/16877","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/users\/61"}],"replies":[{"embeddable":true,"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/comments?post=16877"}],"version-history":[{"count":0,"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/posts\/16877\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/media\/30322"}],"wp:attachment":[{"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/media?parent=16877"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/categories?post=16877"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/tags?post=16877"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}