{"id":16840,"date":"2026-04-03T02:02:34","date_gmt":"2026-04-03T09:02:34","guid":{"rendered":"https:\/\/selectoraistg.wpengine.com\/?post_type=resources&#038;p=16840"},"modified":"2026-05-13T07:03:25","modified_gmt":"2026-05-13T14:03:25","slug":"you-dont-have-an-aiops-problem-you-have-a-data-opportunity-with-michael-wynston","status":"publish","type":"resources","link":"https:\/\/www.selector.ai\/ja\/resource\/you-dont-have-an-aiops-problem-you-have-a-data-opportunity-with-michael-wynston\/","title":{"rendered":"You Don\u2019t Have an AIOps Problem\u2014You Have a Data Opportunity with Michael Wynston"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"16840\" class=\"elementor elementor-16840\" data-elementor-post-type=\"resources\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e2cc9b4 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-parent\" data-id=\"e2cc9b4\" 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data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">You Don\u2019t Have an AIOps Problem\u2014You Have a Data Opportunity with Michael Wynston <\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5f4464 elementor-widget elementor-widget-image\" data-id=\"b5f4464\" data-element_type=\"widget\" data-e-type=\"widget\" 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=\"800\" height=\"418\" src=\"https:\/\/www.selector.ai\/wp-content\/uploads\/2026\/04\/Michael-AIFNL-1024x535.png\" class=\"attachment-large size-large wp-image-16822\" alt=\"\" srcset=\"https:\/\/www.selector.ai\/wp-content\/uploads\/2026\/04\/Michael-AIFNL-1024x535.png 1024w, https:\/\/www.selector.ai\/wp-content\/uploads\/2026\/04\/Michael-AIFNL-300x157.png 300w, https:\/\/www.selector.ai\/wp-content\/uploads\/2026\/04\/Michael-AIFNL-768x401.png 768w, https:\/\/www.selector.ai\/wp-content\/uploads\/2026\/04\/Michael-AIFNL.png 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-b3d9250 elementor-widget elementor-widget-text-editor\" data-id=\"b3d9250\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>AI can\u2019t fix bad data.<\/p>\n<p>In this session from AI for Network Leaders \u2013 Powered by Selector, Michael Wynston breaks down a critical truth: the success of AIOps depends on the quality, consistency, and trustworthiness of your network data.<\/p>\n<p>Using real-world lessons from Fiserv\u2019s large-scale network transformation, he explores how teams can build a strong data foundation that enables AI to deliver meaningful, low-noise outcomes.<\/p>\n<p>He covers:<\/p>\n<p>\u2022 Why poor or inconsistent data undermines AIOps<\/p>\n<p>\u2022 How Infrastructure as Code (IaC) creates a reliable source of truth<\/p>\n<p>\u2022 The role of CI\/CD pipelines in validating and maintaining network state<\/p>\n<p>\u2022 How digital twin testing reduces risk and improves accuracy<\/p>\n<p>\u2022 Why network engineers are key to shaping the data pipeline for AI<\/p>\n<p>This session is a practical guide for teams looking to move beyond hype and build an operational foundation that allows AI to deliver real, measurable value.<\/p>\n<p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f1a21c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6f1a21c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element 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