{"id":324,"date":"2024-10-08T20:50:41","date_gmt":"2024-10-08T20:50:41","guid":{"rendered":"https:\/\/tcgdigitalstg.wpenginepowered.com\/?page_id=324"},"modified":"2025-07-07T09:34:06","modified_gmt":"2025-07-07T09:34:06","slug":"tcg-mcube","status":"publish","type":"page","link":"https:\/\/www.tcgdigital.com\/tcg-mcube\/","title":{"rendered":"mcube"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"324\" class=\"elementor elementor-324\" data-elementor-settings=\"{&quot;element_pack_global_tooltip_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-96c7d50 rounded-video elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no elementor-invisible\" data-id=\"96c7d50\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;slideshow&quot;,&quot;animation&quot;:&quot;fadeInUp&quot;,&quot;animation_delay&quot;:50,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:281,&quot;url&quot;:&quot;https:\\\/\\\/tcgdigital.com\\\/\\\/wp-content\\\/uploads\\\/2024\\\/10\\\/iStock-1208498440.jpg&quot;}],&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-5a64cfd exad-glass-effect-no exad-sticky-section-no\" data-id=\"5a64cfd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d5ae667 elementor-widget__width-initial exad-sticky-section-no exad-glass-effect-no elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"d5ae667\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:600}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Optimizing Operations,\nDriving Higher Margins<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b1f8e9 elementor-widget__width-initial exad-sticky-section-no exad-glass-effect-no elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"6b1f8e9\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:600}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">with<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c31a111 exad-sticky-section-no exad-glass-effect-no elementor-invisible elementor-widget elementor-widget-image\" data-id=\"c31a111\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:600}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/elementor\/thumbs\/mcube-logo_bluevariant-r357ui2t5fta9na7ofwsolxnlkbqjzg2awv5ipgnx8.png\" title=\"mcube logo_bluevariant\" alt=\"mcube logo_bluevariant\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c7a118a exad-glass-effect-no exad-sticky-section-no\" data-id=\"c7a118a\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t<div class=\"elementor-element elementor-element-79e9210 e-con-full e-flex e-con e-child\" data-id=\"79e9210\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-d73506e e-flex e-con-boxed elementor-invisible e-con e-child\" data-id=\"d73506e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-0b8e754 e-con-full e-flex e-con e-child\" data-id=\"0b8e754\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-58efdb8 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"58efdb8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">The Agentic AI Framework:\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3bbe5be e-con-full e-flex e-con e-child\" data-id=\"3bbe5be\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-61158c0 e-con-full e-flex e-con e-child\" data-id=\"61158c0\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-924c959 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"924c959\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tRedefining Autonomous Enterprise Intelligence\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7492a70 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"7492a70\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><a style=\"color: #2b96f8;\" href=\"https:\/\/www.tcgdigital.com\/mcube-agents\/\">Learn more &gt;<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c8832a1 e-flex e-con-boxed elementor-invisible e-con e-child\" data-id=\"c8832a1\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-977c278 e-con-full e-flex e-con e-child\" data-id=\"977c278\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3d430ac exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"3d430ac\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">From Data Chaos to Contextual Clarity: <\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f3eb02b e-con-full e-flex e-con e-child\" data-id=\"f3eb02b\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-9db39aa e-con-full e-flex e-con e-child\" data-id=\"9db39aa\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-367554b exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"367554b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tSemantic Ontologies for AI-Ready Intelligence\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0061015 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"0061015\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><a style=\"color: #2b96f8;\" href=\"https:\/\/www.tcgdigital.com\/mcube-data\/\">Learn more &gt;<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5b54cf5 rounded-video elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no elementor-invisible\" data-id=\"5b54cf5\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;slideshow&quot;,&quot;animation&quot;:&quot;fadeInUp&quot;,&quot;animation_delay&quot;:50,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:281,&quot;url&quot;:&quot;https:\\\/\\\/tcgdigital.com\\\/\\\/wp-content\\\/uploads\\\/2024\\\/10\\\/iStock-1208498440.jpg&quot;}],&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c915e2c exad-glass-effect-no exad-sticky-section-no\" data-id=\"c915e2c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-74c6adc elementor-widget__width-initial exad-sticky-section-no exad-glass-effect-no elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"74c6adc\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:600}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Optimizing Operations,\nDriving Higher Margins<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f93a7e elementor-widget__width-initial exad-sticky-section-no exad-glass-effect-no elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"4f93a7e\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:600}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">with<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ab7780 exad-sticky-section-no exad-glass-effect-no elementor-invisible elementor-widget elementor-widget-image\" data-id=\"3ab7780\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:600}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"6832\" height=\"1782\" src=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/02\/mcube-logo_bluevariant.png\" class=\"attachment-full size-full wp-image-1146\" alt=\"\" srcset=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/02\/mcube-logo_bluevariant.png 6832w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/02\/mcube-logo_bluevariant-300x78.png 300w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/02\/mcube-logo_bluevariant-1024x267.png 1024w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/02\/mcube-logo_bluevariant-768x200.png 768w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/02\/mcube-logo_bluevariant-1536x401.png 1536w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/02\/mcube-logo_bluevariant-2048x534.png 2048w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/02\/mcube-logo_bluevariant-650x170.png 650w\" sizes=\"(max-width: 6832px) 100vw, 6832px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-14b1ce4 exad-glass-effect-no exad-sticky-section-no\" data-id=\"14b1ce4\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a5985e4 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"a5985e4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<strong>Transforming Football with Data Intelligence and AI:<\/strong>\nThe DFB (Deutscher Fussball Bund) &amp; TCG Digital\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-524896a elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"524896a\" data-element_type=\"section\" id=\"solutions\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d63b445 exad-glass-effect-no exad-sticky-section-no\" data-id=\"d63b445\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-266f6c6 elementor-widget__width-initial exad-sticky-section-no exad-glass-effect-no elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"266f6c6\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:&quot;450&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Reimagine Your Data and AI Strategy\nwith mcube\u2122<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a418f7 elementor-widget__width-initial exad-sticky-section-no exad-glass-effect-no elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"7a418f7\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:&quot;450&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tOur enterprise AI and Gen-AI platform empowers you to master the complexities of digital transformation, \n delivering precise, actionable insights that drive meaningful business impact.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e51ad3b elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"e51ad3b\" data-element_type=\"section\" id=\"features\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5a93830 exad-glass-effect-no exad-sticky-section-no\" data-id=\"5a93830\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35d1e3f e-con-full e-flex elementor-invisible e-con e-parent\" data-id=\"35d1e3f\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInDown&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-5e30c6c e-con-full e-flex e-con e-child\" data-id=\"5e30c6c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5822e36 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"5822e36\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Unleashing mcube\u2122 5.2<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8bd2755 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"8bd2755\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>For impactful AI deployments across your organization<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-559d437 e-con-full e-flex e-con e-child\" data-id=\"559d437\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f056fcd exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-video\" data-id=\"f056fcd\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=TASW4-tNLTs&quot;,&quot;show_image_overlay&quot;:&quot;yes&quot;,&quot;image_overlay&quot;:{&quot;url&quot;:&quot;https:\\\/\\\/tcgdigital.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/data.jpg&quot;,&quot;id&quot;:1582,&quot;size&quot;:&quot;&quot;,&quot;alt&quot;:&quot;&quot;,&quot;source&quot;:&quot;library&quot;},&quot;video_type&quot;:&quot;youtube&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t\t\t<div class=\"elementor-custom-embed-image-overlay\" style=\"background-image: url(https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/04\/data.jpg);\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-custom-embed-play\" role=\"button\" aria-label=\"Play Video\" tabindex=\"0\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-play\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M838 162C746 71 633 25 500 25 371 25 258 71 163 162 71 254 25 367 25 500 25 633 71 746 163 837 254 929 367 979 500 979 633 979 746 933 838 837 929 746 975 633 975 500 975 367 929 254 838 162M808 192C892 279 933 379 933 500 933 621 892 725 808 808 725 892 621 938 500 938 379 938 279 896 196 808 113 725 67 621 67 500 67 379 108 279 196 192 279 108 383 62 500 62 621 62 721 108 808 192M438 392V642L642 517 438 392Z\"><\/path><\/svg>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-59e8e32 e-flex e-con-boxed e-con e-parent\" data-id=\"59e8e32\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a8cc2ec e-con-full e-flex e-con e-child\" data-id=\"a8cc2ec\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-de57bc1 elementor-widget__width-inherit exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"de57bc1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Customers on <span>mcube\u2122<\/span><\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eec9328 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"eec9328\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Driving \u201cVelocity to Value\u201d for Digital Masters<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6ff4b1 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-video\" data-id=\"b6ff4b1\" data-element_type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;show_image_overlay&quot;:&quot;yes&quot;,&quot;image_overlay&quot;:{&quot;url&quot;:&quot;https:\\\/\\\/tcgdigital.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/TheHplStory.jpg&quot;,&quot;id&quot;:1584,&quot;size&quot;:&quot;&quot;,&quot;alt&quot;:&quot;&quot;,&quot;source&quot;:&quot;library&quot;},&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/tcgdigital.com\/\/wp-content\/uploads\/2025\/03\/ImprovingPlantReliabilityWithLookListenFeelAutomationTheHplStory-1.mp4\" controls=\"\" preload=\"metadata\" controlsList=\"nodownload\" poster=\"https:\/\/tcgdigital.com\/\/wp-content\/uploads\/2025\/03\/Screenshot-2025-03-04-170726.png\"><\/video>\n\t\t\t\t\t\t<div class=\"elementor-custom-embed-image-overlay\" style=\"background-image: url(https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/04\/TheHplStory.jpg);\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-custom-embed-play\" role=\"button\" aria-label=\"Play Video\" tabindex=\"0\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-play\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M838 162C746 71 633 25 500 25 371 25 258 71 163 162 71 254 25 367 25 500 25 633 71 746 163 837 254 929 367 979 500 979 633 979 746 933 838 837 929 746 975 633 975 500 975 367 929 254 838 162M808 192C892 279 933 379 933 500 933 621 892 725 808 808 725 892 621 938 500 938 379 938 279 896 196 808 113 725 67 621 67 500 67 379 108 279 196 192 279 108 383 62 500 62 621 62 721 108 808 192M438 392V642L642 517 438 392Z\"><\/path><\/svg>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0eaeaeb exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"0eaeaeb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-523c97a4 elementor-widget elementor-widget-heading\" data-id=\"523c97a4\" data-element_type=\"widget\" data-widget_type=\"heading.default\"><div class=\"elementor-widget-container\"><div class=\"elementor-element elementor-element-71dfcde8 elementor-widget elementor-widget-heading\" data-id=\"71dfcde8\" data-element_type=\"widget\" data-widget_type=\"heading.default\"><div class=\"elementor-widget-container\"><p class=\"elementor-heading-title elementor-size-default\">Haldia Petrochemicals<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9bac140 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"9bac140\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-523c97a4 elementor-widget elementor-widget-heading\" data-id=\"523c97a4\" data-element_type=\"widget\" data-widget_type=\"heading.default\"><div class=\"elementor-widget-container\"><p class=\"elementor-heading-title elementor-size-default\">Look, Listen and Feel (LLF) Automation built on mcube\u2122 for plant asset monitoring<\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f8e177b e-con-full e-flex e-con e-child\" data-id=\"f8e177b\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0b9b5fd e-con-full e-flex e-con e-child\" data-id=\"0b9b5fd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a610ec6 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-image\" data-id=\"a610ec6\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"370\" height=\"140\" src=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/03\/admaV3.jpg\" class=\"attachment-large size-large wp-image-1171\" alt=\"\" srcset=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/03\/admaV3.jpg 370w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/03\/admaV3-300x114.jpg 300w\" sizes=\"(max-width: 370px) 100vw, 370px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7e870b exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"b7e870b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-523c97a4 elementor-widget elementor-widget-heading\" data-id=\"523c97a4\" data-element_type=\"widget\" data-widget_type=\"heading.default\"><div class=\"elementor-widget-container\"><div class=\"elementor-element elementor-element-71dfcde8 elementor-widget elementor-widget-heading\" data-id=\"71dfcde8\" data-element_type=\"widget\" data-widget_type=\"heading.default\"><div class=\"elementor-widget-container\"><p class=\"elementor-heading-title elementor-size-default\">ADMA Biologic<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7fc3968 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"7fc3968\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Optimizing Biopharma Manufacturing with AI for higher yield and better product margin<\/p><div class=\"elementor-element elementor-element-54074aa3 elementor-widget elementor-widget-button\" data-id=\"54074aa3\" data-element_type=\"widget\" data-widget_type=\"button.default\"><div class=\"elementor-widget-container\"><div class=\"elementor-button-wrapper\"><a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-float\" href=\"https:\/\/tcgdigital.com\/\/wp-content\/uploads\/2025\/03\/Adma_whitepaper.pdf\" target=\"_blank\" rel=\"noopener\"><span class=\"elementor-button-content-wrapper\"><i class=\"fas fa-file-pdf\" aria-hidden=\"true\"><\/i><span class=\"elementor-button-text\">Download<\/span><\/span><\/a><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e9b1a16 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-image\" data-id=\"e9b1a16\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"370\" height=\"140\" src=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/03\/retailsV5.jpg\" class=\"attachment-large size-large wp-image-1172\" alt=\"\" srcset=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/03\/retailsV5.jpg 370w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/03\/retailsV5-300x114.jpg 300w\" sizes=\"(max-width: 370px) 100vw, 370px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5ba9908 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"5ba9908\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-523c97a4 elementor-widget elementor-widget-heading\" data-id=\"523c97a4\" data-element_type=\"widget\" data-widget_type=\"heading.default\"><div class=\"elementor-widget-container\"><div class=\"elementor-element elementor-element-71dfcde8 elementor-widget elementor-widget-heading\" data-id=\"71dfcde8\" data-element_type=\"widget\" data-widget_type=\"heading.default\"><div class=\"elementor-widget-container\"><p class=\"elementor-heading-title elementor-size-default\">Global Retail Major<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd3a2d4 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"fd3a2d4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Enhancing merchandizing and promotional strategies with smart beacon technology and SKU recommendation engine<\/p><div class=\"elementor-element elementor-element-54074aa3 elementor-widget elementor-widget-button\" data-id=\"54074aa3\" data-element_type=\"widget\" data-widget_type=\"button.default\"><div class=\"elementor-widget-container\"><div class=\"elementor-button-wrapper\"><a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-float\" href=\"https:\/\/tcgdigital.com\/\/wp-content\/uploads\/2025\/03\/TCG_Digital_Digital-Transformation-Retail-CaseStudy.pdf\" target=\"_blank\" rel=\"noopener\"><span class=\"elementor-button-content-wrapper\"><i class=\"fas fa-file-pdf\" aria-hidden=\"true\"><\/i><span class=\"elementor-button-text\">Download<\/span><\/span><\/a><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-92b3eae elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"92b3eae\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-182ec16 exad-glass-effect-no exad-sticky-section-no\" data-id=\"182ec16\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cc136c8 e-flex e-con-boxed e-con e-parent\" data-id=\"cc136c8\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d19bd00 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"d19bd00\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Fostering the \"Digitally Native\" Enterprise<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e884a3 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"6e884a3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Our architecture powers intelligent operations\u2014streamlining data engineering and transformation, as well as AI capabilities encompassing prescriptive, predictive, generative, and cognitive intelligence. Designed with an open and modular approach, mcube\u2122 lets you deploy only what\u2019s most relevant to your needs, seamlessly integrating with your existing systems to ensure interoperability and protect your current investments.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-d37c530 e-flex e-con-boxed e-con e-parent\" data-id=\"d37c530\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-5787286 e-con-full e-flex e-con e-child\" data-id=\"5787286\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-159a7eb exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-image\" data-id=\"159a7eb\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/tcgdigital.com\/wp-content\/uploads\/2025\/04\/mcube-functional-diagram.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"mcube-functional-diagram\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MjI2OSwidXJsIjoiaHR0cHM6XC9cL3d3dy50Y2dkaWdpdGFsLmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNVwvMDRcL21jdWJlLWZ1bmN0aW9uYWwtZGlhZ3JhbS5qcGcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"532\" src=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/04\/mcube-functional-diagram.jpg\" class=\"attachment-large size-large wp-image-2269\" alt=\"\" srcset=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/04\/mcube-functional-diagram.jpg 900w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/04\/mcube-functional-diagram-300x177.jpg 300w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/04\/mcube-functional-diagram-768x454.jpg 768w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/04\/mcube-functional-diagram-650x384.jpg 650w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-403e329 e-con-full e-flex e-con e-child\" data-id=\"403e329\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fdb7350 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-image\" data-id=\"fdb7350\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"160\" height=\"30\" src=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/04\/mcube-data.png\" class=\"attachment-large size-large wp-image-1585\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b43753 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"5b43753\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Designed to handle the complexity of today\u2019s data landscape covering structured, semi-structured, and unstructured data in real-time, near real-time, and batch environments, supporting modern data lakehouse architecture.<br \/><br \/><br \/><br \/><a href=\"https:\/\/tcgdigital.com\/mcube-data\/\">Explore Features<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d22912d e-con-full e-flex e-con e-child\" data-id=\"d22912d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1d7ae49 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-image\" data-id=\"1d7ae49\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"160\" height=\"30\" src=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/04\/mcube-ai.png\" class=\"attachment-large size-large wp-image-1586\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-436c004 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"436c004\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tAdvanced multi-modal AI that integrates deep learning, traditional AI, computer vision, and private LLMs enhanced with knowledge graphs\u2014enabling agentic applications.\n<br><br>\n<a href=\"https:\/\/tcgdigital.com\/mcube-ai\">Explore Features<\/a>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-01d500e elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"01d500e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1e88579 exad-glass-effect-no exad-sticky-section-no\" data-id=\"1e88579\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-47d3047 elementor-align-center exad-sticky-section-no exad-glass-effect-no elementor-invisible elementor-widget elementor-widget-button\" data-id=\"47d3047\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:450}\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-size-sm\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">What Sets Us Apart<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c62d8fb exad-sticky-section-no exad-glass-effect-no elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"c62d8fb\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:&quot;450&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Key Differentiators<\/h3>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a88a3b e-flex e-con-boxed e-con e-parent\" data-id=\"6a88a3b\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c142d1c e-con-full e-transform e-flex elementor-invisible e-con e-child\" data-id=\"c142d1c\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInDown&quot;,&quot;animation_delay&quot;:450,&quot;_transform_translateX_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-3,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\">\n\t\t<div class=\"elementor-element elementor-element-d8b195b e-con-full e-flex e-con e-child\" data-id=\"d8b195b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c219d8 bdt-icon-type-image elementor-position-top bdt-icon-effect-none exad-sticky-section-no exad-glass-effect-no elementor-invisible elementor-widget elementor-widget-bdt-advanced-icon-box\" data-id=\"6c219d8\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"bdt-advanced-icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-icon\">\n\t\t\t\t<span class=\"bdt-ep-advanced-icon-box-icon-wrap\">\n\n\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"48\" height=\"48\" src=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/04\/TechIntegrationV2-1.png\" class=\"attachment-full size-full\" alt=\"Seamless Technology Integration\" \/>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\n\t\t\t<div class=\"bdt-ep-advanced-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<h5 class=\"bdt-ep-advanced-icon-box-title ep-title-\">\n\t\t\t\t<span >\n\t\t\t\t\tSeamless Technology Integration\t\t\t\t<\/span>\n\t\t\t<\/h5>\n\t\t\n\n\t\t\n\t\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-description\">\n\t\t\t\t\t\t<p>mcube\u2122 delivers an integrated, modular platform that ensures seamless interoperability across your technology ecosystem, maximizing your existing investments and enhancing operational efficiency.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<a class=\"bdt-ep-advanced-icon-box-readmore bdt-display-inline-block\" href=\"#\">\n\t\t\t\t\t\tRead More\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-708c4bb elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-bdt-modal\" data-id=\"708c4bb\" data-element_type=\"widget\" data-widget_type=\"bdt-modal.default\">\n\t\t\t\t\t\t\t<div class=\"bdt-modal-wrapper\">\n\n\t\t\t\t\t<a class=\"bdt-modal-button elementor-button elementor-size-sm\" data-bdt-toggle=\"target: #bdt-modal-708c4bb\" href=\"javascript:void(0)\">\n\t\t\t<!-- <span > -->\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Read More<\/span>\n\t\t\t<!-- <\/span> -->\n\t\t<\/a>\n\n\t\t\t<div id=\"bdt-modal-708c4bb\" class=\"bdt-modal-708c4bb bdt-modal\" data-bdt-modal=\"\" data-settings=\"{&quot;id&quot;:&quot;bdt-modal-708c4bb&quot;,&quot;widgetId&quot;:&quot;bdt-modal-708c4bb&quot;,&quot;layout&quot;:&quot;default&quot;,&quot;splashDelay&quot;:false,&quot;splashInactivity&quot;:false,&quot;displayTimes&quot;:false,&quot;displayTimesExpire&quot;:12,&quot;cacheOnAdmin&quot;:false,&quot;scrollDirection&quot;:false,&quot;scrollOffset&quot;:false,&quot;scrollSelector&quot;:false,&quot;modal_id&quot;:&quot;#bdt-modal-708c4bb&quot;,&quot;custom_section&quot;:false,&quot;closeBtnDelayShow&quot;:false,&quot;delayTime&quot;:false,&quot;pageID&quot;:324}\">\n\t\t\t\t<div class=\"bdt-modal-dialog\">\n\n\t\t\t\t\t\t\t\t\t\t\t<button class=\"bdt-modal-close-default elementor-animation-\" id=\"bdt-modal-close-button\" type=\"button\" data-bdt-close><\/button>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"bdt-modal-header bdt-text-left\">\n\t\t\t\t\t\t\t<h3 class=\"bdt-modal-title\">Hybrid GenAI Search \u2013 Combining RAG &amp; Knowledge Graph<\/h3>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-modal-body bdt-text-\">\n\t\t\t\t\t\t<p>By combining RAG with Knowledge Graphs, this hybrid search solution enables more contextual and accurate information retrieval. This approach enhances search relevance and provides a deeper understanding of data relationships, perfect for advanced analytics needs in enterprises. In a recent case study involving biomedical data, we applied both RAG and knowledge-based information retrieval approaches to achieve more accurate and complete answers. This combined method is especially beneficial in use cases where the accuracy and completeness of answers are critical to the business process\u2014much like how ensemble models improve prediction accuracy in machine learning.<\/p><p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-736 size-full\" src=\"https:\/\/tcgdigital.com\/\/wp-content\/uploads\/2025\/01\/hb-genai.jpg\" alt=\"\" width=\"800\" height=\"450\" srcset=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/01\/hb-genai.jpg 800w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/01\/hb-genai-300x169.jpg 300w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/01\/hb-genai-768x432.jpg 768w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/01\/hb-genai-650x366.jpg 650w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/p>\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ffad65c e-con-full e-transform e-flex elementor-invisible e-con e-child\" data-id=\"ffad65c\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInDown&quot;,&quot;animation_delay&quot;:450,&quot;_transform_translateY_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-3,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\">\n\t\t<div class=\"elementor-element elementor-element-d94d960 e-con-full e-flex e-con e-child\" data-id=\"d94d960\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f169d2 bdt-icon-type-image elementor-position-top bdt-icon-effect-none exad-sticky-section-no exad-glass-effect-no elementor-invisible elementor-widget elementor-widget-bdt-advanced-icon-box\" data-id=\"1f169d2\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"bdt-advanced-icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-icon\">\n\t\t\t\t<span class=\"bdt-ep-advanced-icon-box-icon-wrap\">\n\n\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"48\" height=\"48\" src=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/04\/ValueRealization-1.png\" class=\"attachment-full size-full\" alt=\"Accelerated Value Realization\" \/>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\n\t\t\t<div class=\"bdt-ep-advanced-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<h5 class=\"bdt-ep-advanced-icon-box-title ep-title-\">\n\t\t\t\t<span >\n\t\t\t\t\tAccelerated Value Realization\t\t\t\t<\/span>\n\t\t\t<\/h5>\n\t\t\n\n\t\t\n\t\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-description\">\n\t\t\t\t\t\t<p>Harness the power of our low code front end (ezeXtend) &amp; microservices framework (Genie) for rapid deployment of targeted applications, turning innovative ideas into measurable value with unparalleled speed.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<a class=\"bdt-ep-advanced-icon-box-readmore bdt-display-inline-block\" href=\"#\">\n\t\t\t\t\t\tRead More\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4473bd4 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-bdt-modal\" data-id=\"4473bd4\" data-element_type=\"widget\" data-widget_type=\"bdt-modal.default\">\n\t\t\t\t\t\t\t<div class=\"bdt-modal-wrapper\">\n\n\t\t\t\t\t<a class=\"bdt-modal-button elementor-button elementor-size-sm\" data-bdt-toggle=\"target: #bdt-modal-4473bd4\" href=\"javascript:void(0)\">\n\t\t\t<!-- <span > -->\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Read More<\/span>\n\t\t\t<!-- <\/span> -->\n\t\t<\/a>\n\n\t\t\t<div id=\"bdt-modal-4473bd4\" class=\"bdt-modal-4473bd4 bdt-modal\" data-bdt-modal=\"\" data-settings=\"{&quot;id&quot;:&quot;bdt-modal-4473bd4&quot;,&quot;widgetId&quot;:&quot;bdt-modal-4473bd4&quot;,&quot;layout&quot;:&quot;default&quot;,&quot;splashDelay&quot;:false,&quot;splashInactivity&quot;:false,&quot;displayTimes&quot;:false,&quot;displayTimesExpire&quot;:12,&quot;cacheOnAdmin&quot;:false,&quot;scrollDirection&quot;:false,&quot;scrollOffset&quot;:false,&quot;scrollSelector&quot;:false,&quot;modal_id&quot;:&quot;#bdt-modal-4473bd4&quot;,&quot;custom_section&quot;:false,&quot;closeBtnDelayShow&quot;:false,&quot;delayTime&quot;:false,&quot;pageID&quot;:324}\">\n\t\t\t\t<div class=\"bdt-modal-dialog\">\n\n\t\t\t\t\t\t\t\t\t\t\t<button class=\"bdt-modal-close-default elementor-animation-\" id=\"bdt-modal-close-button\" type=\"button\" data-bdt-close><\/button>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"bdt-modal-header bdt-text-left\">\n\t\t\t\t\t\t\t<h3 class=\"bdt-modal-title\">Test Case Creation using GenAI \u2013 LIMS Test Method Validation<\/h3>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-modal-body bdt-text-\">\n\t\t\t\t\t\t<p>Leverage our GenAI-powered test case generation tool to automate the creation and validation of test methods in Laboratory Information Management Systems. By integrating AI models and a private multimodal Large Language Model LLM, this solution significantly reduces manual effort while enhancing accuracy, consistency, and compliance across various validation steps.<\/p><p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-737\" src=\"https:\/\/tcgdigital.com\/\/wp-content\/uploads\/2025\/01\/ntc.png\" alt=\"\" width=\"800\" height=\"487\" srcset=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/01\/ntc.png 932w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/01\/ntc-300x183.png 300w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/01\/ntc-768x467.png 768w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/01\/ntc-650x395.png 650w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/p><p>The LLM plays a crucial role by interpreting diverse data sources\u2014such as text documents, method protocols, technical standards, and structured data within LIMS\u2014allowing it to cross-validate test methods, parameter lists, and configurations. This intelligent automation ensures that the entire process adheres to industry standards, improving operational efficiency and accuracy.<\/p><p><strong>Test Method and Naming Verification:<\/strong><br \/>The solution begins by validating naming conventions and parameter lists for test methods by analyzing the Naming Guide and comparing it with LIMS metadata. The LLM flags inconsistencies, ensures all required fields (e.g., Parameter List ID, Repeat Count, Equipment links) are completed correctly, and confirms compliance with naming standards, reducing human errors and maintaining procedural accuracy.<\/p><p><strong>Parameter and Configuration Validation:<br \/><\/strong>The solution extracts relevant parameters (e.g., Data Type, Units, Replicates) from the test method documentation and compares them to LIMS configurations. This guarantees that the parameter structures align with the test method flow, ensuring data consistency. The LLM also automates sample creation in LIMS to validate data integrity and alignment.<\/p><p><strong>Consumables and Instrument Integration:<\/strong><br \/>The multimodal LLM interprets the test method documents to identify the required consumables and instruments, verifying their availability and status (active or expired) within LIMS. This ensures that only available, compliant items are used in test setups, further enhancing accuracy and efficiency.<\/p><p><strong>Validation of Conditional Statements and Calculations:<\/strong><br \/>One of the most complex tasks involves verifying conditional logic and calculated components within test methods. The LLM extracts parameters, rules, and conditions from LIMS master data and generates test data to validate various pathways. Through simulations (using Design of Experiment or LLM methods), it checks for boundary conditions and exception cases, ensuring that calculations and workflows operate as expected.<\/p><p><strong>Unit Consistency and Standards Compliance:<\/strong><br \/>The LLM ensures that the units in Lab Vantage result parameters match the technical standards, preventing errors caused by incorrect units. In cases requiring manual calculations, such as using the Master Verification template, the LLM automates complex calculations, generates reports, and uploads them as evidence for documentation.<\/p><p>In summary, this end-to-end automated solution provides seamless test method validation in LIMS by integrating AI to handle both structured and unstructured data. Its ability to validate workflows, interpret complex calculations, and ensure regulatory compliance significantly reduces human error, boosting efficiency and ensuring accurate test method verification.<\/p>\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a5f789f e-con-full e-transform e-flex elementor-invisible e-con e-child\" data-id=\"a5f789f\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInDown&quot;,&quot;animation_delay&quot;:450,&quot;_transform_translateY_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-3,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\">\n\t\t<div class=\"elementor-element elementor-element-2079e0e e-con-full e-flex e-con e-child\" data-id=\"2079e0e\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-52bf32b e-con-full e-flex e-con e-child\" data-id=\"52bf32b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-da03223 bdt-icon-type-image elementor-position-top bdt-icon-effect-none exad-sticky-section-no exad-glass-effect-no elementor-invisible elementor-widget elementor-widget-bdt-advanced-icon-box\" data-id=\"da03223\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"bdt-advanced-icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-icon\">\n\t\t\t\t<span class=\"bdt-ep-advanced-icon-box-icon-wrap\">\n\n\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"48\" height=\"48\" src=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/04\/mtech-1.png\" class=\"attachment-full size-full\" alt=\"Bringing the latest AI innovations to Life\" \/>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\n\t\t\t<div class=\"bdt-ep-advanced-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<h5 class=\"bdt-ep-advanced-icon-box-title ep-title-\">\n\t\t\t\t<span >\n\t\t\t\t\tBringing the latest AI innovations to Life\t\t\t\t<\/span>\n\t\t\t<\/h5>\n\t\t\n\n\t\t\n\t\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-description\">\n\t\t\t\t\t\t<p>mcube\u2122 combines AI and Gen-AI to accelerate the path to business value enabling agentic applications for autonomous intelligence.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<a class=\"bdt-ep-advanced-icon-box-readmore bdt-display-inline-block\" href=\"#\">\n\t\t\t\t\t\tRead More\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2145f19 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-bdt-modal\" data-id=\"2145f19\" data-element_type=\"widget\" data-widget_type=\"bdt-modal.default\">\n\t\t\t\t\t\t\t<div class=\"bdt-modal-wrapper\">\n\n\t\t\t\t\t<a class=\"bdt-modal-button elementor-button elementor-size-sm\" data-bdt-toggle=\"target: #bdt-modal-2145f19\" href=\"javascript:void(0)\">\n\t\t\t<!-- <span > -->\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Read More<\/span>\n\t\t\t<!-- <\/span> -->\n\t\t<\/a>\n\n\t\t\t<div id=\"bdt-modal-2145f19\" class=\"bdt-modal-2145f19 bdt-modal\" data-bdt-modal=\"\" data-settings=\"{&quot;id&quot;:&quot;bdt-modal-2145f19&quot;,&quot;widgetId&quot;:&quot;bdt-modal-2145f19&quot;,&quot;layout&quot;:&quot;default&quot;,&quot;splashDelay&quot;:false,&quot;splashInactivity&quot;:false,&quot;displayTimes&quot;:false,&quot;displayTimesExpire&quot;:12,&quot;cacheOnAdmin&quot;:false,&quot;scrollDirection&quot;:false,&quot;scrollOffset&quot;:false,&quot;scrollSelector&quot;:false,&quot;modal_id&quot;:&quot;#bdt-modal-2145f19&quot;,&quot;custom_section&quot;:false,&quot;closeBtnDelayShow&quot;:false,&quot;delayTime&quot;:false,&quot;pageID&quot;:324}\">\n\t\t\t\t<div class=\"bdt-modal-dialog\">\n\n\t\t\t\t\t\t\t\t\t\t\t<button class=\"bdt-modal-close-default elementor-animation-\" id=\"bdt-modal-close-button\" type=\"button\" data-bdt-close><\/button>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"bdt-modal-header bdt-text-left\">\n\t\t\t\t\t\t\t<h3 class=\"bdt-modal-title\">RAG \u2013 Enterprise Data Search<\/h3>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-modal-body bdt-text-\">\n\t\t\t\t\t\t<p>Our Retrieval-Augmented Generation (RAG) product revolutionizes enterprise search by transforming unstructured data into a searchable knowledge base. With advanced parsing, embedding creation, hosting LLMs privately and a dynamic user interface, this tool empowers businesses to extract insights from vast unstructured datasets with ease.<\/p><p>To battle the hallucination and boost the credibility of generated answers this TCG RAG solution also provides the references to the answers being generated. Hosting LLMs privately ensures that your data and IP is secure.<\/p><div style=\"padding: 56.78% 0 0 0; position: relative;\"><iframe style=\"position: absolute; top: 0; left: 0; width: 100%; height: 100%;\" title=\"GenAI_knowledge_search_demo_720p\" src=\"https:\/\/player.vimeo.com\/video\/1024651584?badge=0&amp;autopause=0&amp;player_id=0&amp;app_id=58479\" frameborder=\"0\"><\/iframe><\/div><p><script src=\"https:\/\/player.vimeo.com\/api\/player.js\"><\/script><\/p>\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a760cf9 e-flex e-con-boxed e-con e-parent\" data-id=\"a760cf9\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3d69ef7 e-con-full e-transform e-flex elementor-invisible e-con e-child\" data-id=\"3d69ef7\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInDown&quot;,&quot;animation_delay&quot;:450,&quot;_transform_translateX_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-3,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\">\n\t\t<div class=\"elementor-element elementor-element-fd2add3 e-con-full e-flex e-con e-child\" data-id=\"fd2add3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-602aa3f bdt-icon-type-image elementor-position-top bdt-icon-effect-none exad-sticky-section-no exad-glass-effect-no elementor-invisible elementor-widget elementor-widget-bdt-advanced-icon-box\" data-id=\"602aa3f\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"bdt-advanced-icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-icon\">\n\t\t\t\t<span class=\"bdt-ep-advanced-icon-box-icon-wrap\">\n\n\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"48\" height=\"48\" src=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/04\/insight-1.png\" class=\"attachment-full size-full\" alt=\"Instant Insights, Immediate Impact\" \/>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\n\t\t\t<div class=\"bdt-ep-advanced-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<h5 class=\"bdt-ep-advanced-icon-box-title ep-title-\">\n\t\t\t\t<span >\n\t\t\t\t\tInstant Insights, Immediate Impact\t\t\t\t<\/span>\n\t\t\t<\/h5>\n\t\t\n\n\t\t\n\t\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-description\">\n\t\t\t\t\t\t<p>Our platform transforms data into real-time insights, instantly elevating its value and empowering your decision-making with actionable intelligence.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<a class=\"bdt-ep-advanced-icon-box-readmore bdt-display-inline-block\" href=\"#\">\n\t\t\t\t\t\tRead More\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3869a4c elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-bdt-modal\" data-id=\"3869a4c\" data-element_type=\"widget\" data-widget_type=\"bdt-modal.default\">\n\t\t\t\t\t\t\t<div class=\"bdt-modal-wrapper\">\n\n\t\t\t\t\t<a class=\"bdt-modal-button elementor-button elementor-size-sm\" data-bdt-toggle=\"target: #bdt-modal-3869a4c\" href=\"javascript:void(0)\">\n\t\t\t<!-- <span > -->\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Read More<\/span>\n\t\t\t<!-- <\/span> -->\n\t\t<\/a>\n\n\t\t\t<div id=\"bdt-modal-3869a4c\" class=\"bdt-modal-3869a4c bdt-modal\" data-bdt-modal=\"\" data-settings=\"{&quot;id&quot;:&quot;bdt-modal-3869a4c&quot;,&quot;widgetId&quot;:&quot;bdt-modal-3869a4c&quot;,&quot;layout&quot;:&quot;default&quot;,&quot;splashDelay&quot;:false,&quot;splashInactivity&quot;:false,&quot;displayTimes&quot;:false,&quot;displayTimesExpire&quot;:12,&quot;cacheOnAdmin&quot;:false,&quot;scrollDirection&quot;:false,&quot;scrollOffset&quot;:false,&quot;scrollSelector&quot;:false,&quot;modal_id&quot;:&quot;#bdt-modal-3869a4c&quot;,&quot;custom_section&quot;:false,&quot;closeBtnDelayShow&quot;:false,&quot;delayTime&quot;:false,&quot;pageID&quot;:324}\">\n\t\t\t\t<div class=\"bdt-modal-dialog\">\n\n\t\t\t\t\t\t\t\t\t\t\t<button class=\"bdt-modal-close-default elementor-animation-\" id=\"bdt-modal-close-button\" type=\"button\" data-bdt-close><\/button>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"bdt-modal-header bdt-text-left\">\n\t\t\t\t\t\t\t<h3 class=\"bdt-modal-title\">GenAI-Powered Fabric Design<\/h3>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-modal-body bdt-text-\">\n\t\t\t\t\t\t<p>Innovative Fabric Patterns creation:<\/p><p>Leverages Generative Adversarial Networks (GANs) and Neural Style Transfer to create unique fabric that blend traditional aesthetics with modern AI technology.<\/p><p><strong>Neural Style Transfer Algorithm:<\/strong><\/p><ul><li>Merges content images (base fabric design) with style images (textures, color schemes, patterns).<\/li><li>The content image provides structure and layout, while the style image contributes aesthetic features.<\/li><li>The algorithm minimizes the difference between the original images and the generated design, preserving the fabric\u2019s base structure and integrating artistic styles.<\/li><\/ul><p><strong>User Interface (UI):<\/strong><\/p><ul><li>Allows image uploads for both content and style images.<\/li><li>Provides sliders to adjust the ratio between \u201ccontent contribution\u201d (retaining original design) and \u201cstyle contribution\u201d (influencing the design with style elements).<\/li><li>Designers can preview real-time iterations, experimenting with different settings before finalizing a design.<\/li><\/ul><p><strong>Creative Flexibility:<\/strong><\/p><ul><li>Utilizes StyleGAN for high-quality image synthesis.<\/li><li>Uses Cycle GAN for unpaired style transfer, enabling transformations without the need for paired data.<\/li><\/ul><p><strong>Workflow:<\/strong><\/p><ul><li>Fabric image collation, pre-processing, image classification, model training, validation, and a design feedback loop.<\/li><li>Enables designers to create high-quality synthetic saree samples that blend tradition with cutting-edge innovation.<\/li><\/ul><p>Result Images<\/p><p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-738 size-full\" src=\"https:\/\/tcgdigital.com\/\/wp-content\/uploads\/2025\/01\/craft.png\" alt=\"\" width=\"799\" height=\"563\" srcset=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/01\/craft.png 799w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/01\/craft-300x211.png 300w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/01\/craft-768x541.png 768w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/01\/craft-650x458.png 650w\" sizes=\"(max-width: 799px) 100vw, 799px\" \/><\/p>\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d81b930 e-con-full e-transform e-flex elementor-invisible e-con e-child\" data-id=\"d81b930\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInDown&quot;,&quot;animation_delay&quot;:450,&quot;_transform_translateY_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-3,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\">\n\t\t<div class=\"elementor-element elementor-element-1c6bbba e-con-full e-flex e-con e-child\" data-id=\"1c6bbba\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-faa8fa3 bdt-icon-type-image elementor-position-top bdt-icon-effect-none exad-sticky-section-no exad-glass-effect-no elementor-invisible elementor-widget elementor-widget-bdt-advanced-icon-box\" data-id=\"faa8fa3\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"bdt-advanced-icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-icon\">\n\t\t\t\t<span class=\"bdt-ep-advanced-icon-box-icon-wrap\">\n\n\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"48\" height=\"48\" src=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/04\/Scalable-1.png\" class=\"attachment-full size-full\" alt=\"Scalable Success\" \/>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\n\t\t\t<div class=\"bdt-ep-advanced-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<h5 class=\"bdt-ep-advanced-icon-box-title ep-title-\">\n\t\t\t\t<span >\n\t\t\t\t\tScalable Success\t\t\t\t<\/span>\n\t\t\t<\/h5>\n\t\t\n\n\t\t\n\t\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-description\">\n\t\t\t\t\t\t<p>From proof of concept to full-scale implementation, mcube\u2122 is built to scale, ensuring a smooth transition and delivering consistent, tangible value throughout your journey.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<a class=\"bdt-ep-advanced-icon-box-readmore bdt-display-inline-block\" href=\"#\">\n\t\t\t\t\t\tRead More\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a0eb67 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-bdt-modal\" data-id=\"1a0eb67\" data-element_type=\"widget\" data-widget_type=\"bdt-modal.default\">\n\t\t\t\t\t\t\t<div class=\"bdt-modal-wrapper\">\n\n\t\t\t\t\t<a class=\"bdt-modal-button elementor-button elementor-size-sm\" data-bdt-toggle=\"target: #bdt-modal-1a0eb67\" href=\"javascript:void(0)\">\n\t\t\t<!-- <span > -->\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Read More<\/span>\n\t\t\t<!-- <\/span> -->\n\t\t<\/a>\n\n\t\t\t<div id=\"bdt-modal-1a0eb67\" class=\"bdt-modal-1a0eb67 bdt-modal\" data-bdt-modal=\"\" data-settings=\"{&quot;id&quot;:&quot;bdt-modal-1a0eb67&quot;,&quot;widgetId&quot;:&quot;bdt-modal-1a0eb67&quot;,&quot;layout&quot;:&quot;default&quot;,&quot;splashDelay&quot;:false,&quot;splashInactivity&quot;:false,&quot;displayTimes&quot;:false,&quot;displayTimesExpire&quot;:12,&quot;cacheOnAdmin&quot;:false,&quot;scrollDirection&quot;:false,&quot;scrollOffset&quot;:false,&quot;scrollSelector&quot;:false,&quot;modal_id&quot;:&quot;#bdt-modal-1a0eb67&quot;,&quot;custom_section&quot;:false,&quot;closeBtnDelayShow&quot;:false,&quot;delayTime&quot;:false,&quot;pageID&quot;:324}\">\n\t\t\t\t<div class=\"bdt-modal-dialog\">\n\n\t\t\t\t\t\t\t\t\t\t\t<button class=\"bdt-modal-close-default elementor-animation-\" id=\"bdt-modal-close-button\" type=\"button\" data-bdt-close><\/button>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"bdt-modal-header bdt-text-left\">\n\t\t\t\t\t\t\t<h3 class=\"bdt-modal-title\">Accelerating Catalyst Formulation with Generative AI<\/h3>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-modal-body bdt-text-\">\n\t\t\t\t\t\t<p>Hydrocracker catalysts are carefully optimized for selectivity vs. activity, balancing these properties to achieve high efficiency in refining processes. These catalysts typically consist of three key ingredients: amorphous Si\/Al, crystalline Si\/Al, and base metals. To accelerate the formulation process, a combination of Generative AI, Design of Experiment and optimization models is employed:<\/p><div style=\"padding: 53.49% 0 0 0; position: relative;\"><iframe style=\"position: absolute; top: 0; left: 0; width: 100%; height: 100%;\" title=\"Catalyst_LLM_demo\" src=\"https:\/\/player.vimeo.com\/video\/1024647930?badge=0&amp;autopause=0&amp;player_id=0&amp;app_id=58479\" frameborder=\"0\"><\/iframe><\/div><p><script src=\"https:\/\/player.vimeo.com\/api\/player.js\"><\/script><\/p><p><strong>LLM Fine-tuning for Knowledge Retrieval:<\/strong><br \/>The first step involves fine-tuning a Large Language Model (LLM) on domain-specific documents and research papers related to catalyst formulation. This accelerates the knowledge retrieval process, allowing experts to quickly explore various ingredient combinations. By integrating historical data, the LLM can suggest optimal ratios of amorphous Si\/Al, crystalline Si\/Al, and base metals, while rejecting infeasible combinations early in the process. This dramatically reduces the time spent on trial-and-error formulations.<\/p><p><strong>Hypothesis Generation with DOE and AI Validation:<\/strong><br \/>The next step is hypothesis generation through Design of Experiments (DOE), where multiple combinations of the catalyst ingredients are generated. The LLM, fine-tuned for the catalyst domain, is then used to assess these combinations, eliminating infeasible hypotheses before they move forward to experimental validation. This AI-driven pre-screening ensures that only the most promising formulations are tested, saving time and resources.<\/p><p><strong>Optimization Model for Selectivity and Activity:<\/strong><br \/>To fine-tune the catalyst for optimal selectivity and activity, historical experimental data is utilized to build an optimization model. This model considers previous test results and the properties of the ingredients, helping to refine the formulation process. The goal is to achieve the best balance between selectivity and activity, ensuring that the catalyst performs efficiently under the specific conditions of hydrocracking.<\/p>\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4cfedd5 e-con-full e-transform e-flex elementor-invisible e-con e-child\" data-id=\"4cfedd5\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInDown&quot;,&quot;animation_delay&quot;:450,&quot;_transform_translateY_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-3,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4ded243 bdt-icon-type-image elementor-position-top bdt-icon-effect-none exad-sticky-section-no exad-glass-effect-no elementor-invisible elementor-widget elementor-widget-bdt-advanced-icon-box\" data-id=\"4ded243\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"bdt-advanced-icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-icon\">\n\t\t\t\t<span class=\"bdt-ep-advanced-icon-box-icon-wrap\">\n\n\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"41\" height=\"48\" src=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/04\/sicurity-1.png\" class=\"attachment-full size-full\" alt=\"Security as a Priority\" \/>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\n\t\t\t<div class=\"bdt-ep-advanced-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<h5 class=\"bdt-ep-advanced-icon-box-title ep-title-\">\n\t\t\t\t<span >\n\t\t\t\t\tSecurity as a Priority\t\t\t\t<\/span>\n\t\t\t<\/h5>\n\t\t\n\n\t\t\n\t\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-description\">\n\t\t\t\t\t\t<p>Adhering to the latest security standards, our products are proven in the most secure environments like FedRAMP.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<a class=\"bdt-ep-advanced-icon-box-readmore bdt-display-inline-block\" href=\"#\">\n\t\t\t\t\t\tRead More\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a767e54 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-bdt-modal\" data-id=\"a767e54\" data-element_type=\"widget\" data-widget_type=\"bdt-modal.default\">\n\t\t\t\t\t\t\t<div class=\"bdt-modal-wrapper\">\n\n\t\t\t\t\t<a class=\"bdt-modal-button elementor-button elementor-size-sm\" data-bdt-toggle=\"target: #bdt-modal-a767e54\" href=\"javascript:void(0)\">\n\t\t\t<!-- <span > -->\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Read More<\/span>\n\t\t\t<!-- <\/span> -->\n\t\t<\/a>\n\n\t\t\t<div id=\"bdt-modal-a767e54\" class=\"bdt-modal-a767e54 bdt-modal\" data-bdt-modal=\"\" data-settings=\"{&quot;id&quot;:&quot;bdt-modal-a767e54&quot;,&quot;widgetId&quot;:&quot;bdt-modal-a767e54&quot;,&quot;layout&quot;:&quot;default&quot;,&quot;splashDelay&quot;:false,&quot;splashInactivity&quot;:false,&quot;displayTimes&quot;:false,&quot;displayTimesExpire&quot;:12,&quot;cacheOnAdmin&quot;:false,&quot;scrollDirection&quot;:false,&quot;scrollOffset&quot;:false,&quot;scrollSelector&quot;:false,&quot;modal_id&quot;:&quot;#bdt-modal-a767e54&quot;,&quot;custom_section&quot;:false,&quot;closeBtnDelayShow&quot;:false,&quot;delayTime&quot;:false,&quot;pageID&quot;:324}\">\n\t\t\t\t<div class=\"bdt-modal-dialog\">\n\n\t\t\t\t\t\t\t\t\t\t\t<button class=\"bdt-modal-close-default elementor-animation-\" id=\"bdt-modal-close-button\" type=\"button\" data-bdt-close><\/button>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"bdt-modal-header bdt-text-left\">\n\t\t\t\t\t\t\t<h3 class=\"bdt-modal-title\">Agentic Architecture \u2013 AI Agents and Text-to-Query Agents<\/h3>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-modal-body bdt-text-\">\n\t\t\t\t\t\t<p>Leverages an agentic framework to predict anomalies by combining supervised and unsupervised models, with an LLM analyzing alert criticality and correlating alerts with operational thresholds. It identifies potential anomalies that could lead to slowdowns or shutdowns, helping operators assess alert significance, root causes, and potential outcomes. Additionally, it provides financial insights into production losses and repair costs, while using Gen AI to automate and guide fault tree analysis for efficient anomaly resolution.<br \/><br \/><\/p><p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-739\" src=\"https:\/\/tcgdigital.com\/\/wp-content\/uploads\/2025\/01\/multi-agent-1.jpg\" alt=\"\" width=\"800\" height=\"374\" srcset=\"https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/01\/multi-agent-1.jpg 923w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/01\/multi-agent-1-300x140.jpg 300w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/01\/multi-agent-1-768x359.jpg 768w, https:\/\/www.tcgdigital.com\/wp-content\/uploads\/2025\/01\/multi-agent-1-650x304.jpg 650w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><br \/><strong><br \/>Agentic AI for plant reliability:<\/strong> Autonomous agents enhancing plant reliability by monitoring asset health, predicting failures, and optimizing maintenance workflows for uninterrupted operations.<br \/><br \/><strong>LLM for Alert Criticality Analysis:<\/strong><br \/>The first step involves leveraging a Large Language Model (LLM) to analyze the criticality of alerts and correlate them with operational and trip points. The LLM helps assess the urgency and impact of potential anomalies, enabling operators to prioritize and respond to alerts more effectively. This integration enhances the ability to detect anomalies before they escalate, improving overall system reliability.<\/p><p><strong>Identification of Potential Anomalies:<\/strong><br \/>The system continuously monitors data, identifying potential anomalies that could cause slowdowns or shutdowns. By leveraging AI, it flags abnormalities early, helping operators prevent costly disruptions. This early identification allows for timely intervention, minimizing unplanned downtime and ensuring smoother operations.<br \/><br \/><strong>Alert Importance, Causes, and Outcomes Assessment:<\/strong><br \/>The architecture assists operators in assessing the importance, causes, and potential outcomes of each alert. By correlating the alerts with operational trends and past incidents, it provides a clearer understanding of which anomalies pose the greatest risk. This allows for more informed decision-making and resource allocation when addressing critical issues.<br \/><br \/><strong>Financial Overlay for Cost and Loss Insights:<\/strong><br \/>The system not only identifies anomalies but also provides insights into the associated costs and losses. By integrating a financial overlay, it quantifies the opportunity cost\/production loss and the cost of repairs required to address the anomaly. This dual focus on operational and financial impact enables a more comprehensive approach to risk management.<br \/><br \/><strong>GenAI agent for Automated Fault Tree Traversal:<\/strong><br \/>To further enhance anomaly resolution, Generative AI is used for automated and guided fault tree traversal. This technique helps identify the root causes of potential anomalies and recommends appropriate corrective actions. By simulating various scenarios and tracing the potential consequences, the system provides actionable insights to mitigate risks and eradicate the threat of future anomalies.<\/p>\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-dcc721e elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"dcc721e\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;slideshow&quot;,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:995,&quot;url&quot;:&quot;https:\\\/\\\/tcgdigital.com\\\/\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/demo-img-2-scaled.jpg&quot;}],&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-32f222e exad-glass-effect-no exad-sticky-section-no\" data-id=\"32f222e\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33e039b e-flex e-con-boxed e-con e-parent\" data-id=\"33e039b\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ec43cae exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"ec43cae\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Discover how  mcube\u2122\n can transform every function within your organization, driving innovation and impact at every level.\u200b<\/h4>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed1d285 elementor-align-center exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-button\" data-id=\"ed1d285\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/tcgdigital.com\/contact-us\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Schedule a Demo<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Optimizing Operations, Driving Higher Margins with The Agentic AI Framework: Redefining Autonomous Enterprise Intelligence Learn more &gt; From Data Chaos to Contextual [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-324","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.9 - 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