{"id":3713,"date":"2021-08-24T14:33:07","date_gmt":"2021-08-24T18:33:07","guid":{"rendered":"https:\/\/chrisgrundemann.com\/?post_type=avada_portfolio&#038;p=3713"},"modified":"2021-10-01T14:33:31","modified_gmt":"2021-10-01T18:33:31","slug":"aiops-is-hard-but-helpful","status":"publish","type":"avada_portfolio","link":"https:\/\/chrisgrundemann.com\/index.php\/portfolio\/aiops-is-hard-but-helpful\/","title":{"rendered":"AIOps is Hard but Helpful"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1372.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:20px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p>Breakthroughs in compute and data scale have brought AI firmly into the forefront of many (if not most) conversations about enterprise technology. And, as you would expect, these conversations have spilled into the world of IT, typically under the moniker of \u201cAIOps.\u201d This is great! But it is not without its caveats. AI is hard, IT Ops is hard, and merging the two comes with many potential pitfalls. The key to successfully leveraging AIOps is an \u201ceyes wide open\u201d and fully informed approach. Don\u2019t take any vendor\u2019s marketing as fact \u2014 AI, ML, and NNs are not a one-size-fits-all magic wand. Do remember that the point is to make operations easier for humans by providing helpful alerts and context \u2014 and the way to do that is to use the right algorithms in the right places at the right times. So, be sure to ask your vendors the hard questions about how they are approaching AIOps with this understanding in mind&#8230;<\/p>\n<\/div><div style=\"text-align:center;\"><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-1 fusion-button-default-span fusion-button-default-type\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/community.riverbed.com\/helpcenter\/s\/riverbed-blog-detail?fId=0D55a00008257zHCAQ\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Keep Reading<\/span><\/a><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":4261,"featured_media":3714,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"footnotes":""},"portfolio_category":[981],"portfolio_skills":[989],"portfolio_tags":[1112,990,1099],"class_list":["post-3713","avada_portfolio","type-avada_portfolio","status-publish","format-standard","has-post-thumbnail","hentry","portfolio_category-content-creation","portfolio_skills-blogging","portfolio_tags-aiops","portfolio_tags-blog","portfolio_tags-riverbed"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AIOps is Hard but Helpful ~ Chris Grundemann<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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