{"id":398559,"date":"2026-04-15T12:45:26","date_gmt":"2026-04-15T07:15:26","guid":{"rendered":"https:\/\/martechseries.com\/?p=398559"},"modified":"2026-04-15T12:45:26","modified_gmt":"2026-04-15T07:15:26","slug":"reimagining-ad-ops-building-a-predictive-future","status":"publish","type":"post","link":"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/","title":{"rendered":"Reimagining Ad Ops: Building a Predictive Future"},"content":{"rendered":"<p>For years, Ad Ops teams\u2019 jobs have been defined by urgency. Stuck in reaction mode, employees have had to pivot their day at the drop of an inbox ping, IO change, or tag break. Often, they&#8217;ve needed to solve problems almost instantly.<\/p>\n<p>However, as automation evolves and data becomes more interconnected, there\u2019s a quiet but strong shift happening. Ad Ops is transitioning from firefighting to forecasting, leaving behind reacting to what\u2019s broken and anticipating what comes next.<\/p>\n<h2><strong>Moving From Reaction to Readiness <\/strong><\/h2>\n<p>Ad Ops teams live in constant motion, but not from lack of discipline. Manual handoffs, real-time changes, and disconnected systems make it nearly impossible to look beyond today. When every fix is urgent, strategy falls to the bottom of the list.<\/p>\n<p>The process itself is creating delays, meaning even the best people spend their time just managing the workflow instead of identifying ways to improve it. Fortunately, this was the cycle purpose-built automation was created to break.<\/p>\n<h2><strong>Automation: Reinforcement, Not Replacement <\/strong><\/h2>\n<p>Even the word automation can make some Ad Ops teams nervous. The idea that technology might replace human expertise has made even the most innovation-forward individuals hesitate.<\/p>\n<p>The reality is that true, purpose-built automation does the opposite. The technology can remove the mundane, time-sensitive steps that keep Ad Ops stuck in maintenance mode. With connected platforms, tracking and reconciliation can happen in the background. Workflows are routed automatically, giving Ad Ops teams the space they need to focus on higher-value work like refining campaign strategy and partnering with client success teams.<\/p>\n<h2><strong>Transforming Operations into Intelligence <\/strong><\/h2>\n<p>When powered by automation, modern Ad Ops becomes a source of intelligence. The team closest to campaign delivery has the clearest view of what drives performance when clean data flows easily across systems. Using consistent campaign pacing and having clear visibility into delivery patterns and inventory helps Ad Ops identify challenges early, including clients that require extra QA time, workflows that are creating bottlenecks, and formats that underdeliver.<\/p>\n<p>Having a holistic picture transforms Ad Ops from simply a reporting function into a predictive partner backed by operational intelligence. Rather than waiting for post-campaign reports, revenue and client success leaders can partner with Ad Ops to anticipate bottlenecks, adjust capacity, and plan more effectively for the future.<\/p>\n<h2><strong>Dependability as the New Differentiator <\/strong><\/h2>\n<p>Advertisers value partners who deliver consistently. Every delay undermines confidence in workflows as well as partnerships. Even factors beyond an Ad Ops team\u2019s control, like a missed flight, can have a ripple effect. Automation can help by minimizing those moments to create a standard path through the entire process, from IO to invoice.<\/p>\n<p>Modern automation can make the mountain of Ad Ops tasks flow in a sequence with instant approvals and visibility to keep stakeholders aligned. As a result, predictability can become the new performance metric, and Ad Ops becomes the foundation of dependability across an organization.<\/p>\n<p>Purpose-built automation serves clients and strengthens collaboration across the board. Finance receives cleaner billing data, sales gains confidence in inventory commitments, and IT sees significantly fewer last-minute requests.<\/p>\n<p><strong><em>Marketing Technology News:\u00a0<a href=\"https:\/\/martechseries.com\/mts-insights\/interviews\/martech-interview-with-fredrik-skantze-ceo-and-co-founder-of-funnel\/\" target=\"_blank\" rel=\"noopener\">MarTech Interview With Fredrik Skantze, CEO and Co-founder of Funnel<\/a><\/em><\/strong><\/p>\n<h2><strong>When Ad Ops Lead, The Business Follows <\/strong><\/h2>\n<p>The move to purpose-built automation is about creating better work, not just systems. Ad Ops firefighting models of the past rewarded those who could juggle the most tasks, stay calm under pressure, and still meet every deadline.<\/p>\n<p>The forecasting model shifts from endurance to perspective, rewarding those who can connect insights, shape smarter workflows, and anticipate challenges before issues arise, ultimately unlocking opportunity.<\/p>\n<p>When Ad Ops teams are free from reactivity, they can step into new roles. Upleveled responsibilities include optimizing performance data, advising pricing strategy, influencing revenue forecasts, and collaborating across the entire organization.<\/p>\n<p>Ad Ops becomes the training ground for leadership with purpose-built automation behind them. As technology evolves, Ad Ops won\u2019t be defined by the tools teams use, but by <em>how <\/em>they use them. It\u2019s essential, however, not to lose sight of the fact that while purpose-built automation lays the foundation, people bring true value. Because when Ad Ops teams stop firefighting and begin forecasting, the entire business can truly skyrocket.<\/p>\n<h3><strong>About Theorem<\/strong><\/h3>\n<p>Theorem\u2019s consultancy teams and operational expertise helps brands simplify, streamline and automate complex digital tasks. This value exchange saves clients time, reduces their costs, and increases their revenue.<\/p>\n<p><strong><em>Marketing Technology News:\u00a0<a href=\"https:\/\/martechseries.com\/mts-insights\/staff-writers\/the-death-of-third-party-cookies-was-just-the-start-are-you-ready-for-consent-orchestration\/\" target=\"_blank\" rel=\"noopener\">The Death of Third-Party Cookies Was Just the Start. Are You Ready for Consent Orchestration?<\/a><\/em><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>For years, Ad Ops teams\u2019 jobs have been defined by urgency. Stuck in reaction mode, employees have had to pivot their day at the drop of an inbox ping, IO change, or tag break. Often, they&#8217;ve needed to solve problems almost instantly. However, as automation evolves and data becomes more interconnected, there\u2019s a quiet but [&hellip;]<\/p>\n","protected":false},"author":56859,"featured_media":398560,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[300,323,11082,345,299,302,297,25082],"tags":[477883,528914,528912,3392,528907,292,528913,96602,25905,520740,528906,528909,528908,528911,460528,528910,380486,90955,434741],"class_list":{"0":"post-398559","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-customer-experience-management","8":"category-data-visualization","9":"category-guest-authors","10":"category-mts-insights","11":"category-marketing-automation","12":"category-programmatic-buying","13":"category-sales-marketing","14":"category-technology","15":"tag-ad-ops","16":"tag-ad-ops-teams","17":"tag-advising-pricing-strategy","18":"tag-automation","19":"tag-connected-platforms","20":"tag-featured","21":"tag-manual-handoffs","22":"tag-marketing-technology","23":"tag-martech","24":"tag-martech-technology","25":"tag-michele-bavitz","26":"tag-modern-ad","27":"tag-not-replacement","28":"tag-optimizing-performance-data","29":"tag-reinforcement","30":"tag-shape-smarter-workflows","31":"tag-theorem","33":"tag-vice-president-of-growth"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Reimagining Ad Ops: Building a Predictive Future<\/title>\n<meta name=\"description\" content=\"Ad Ops becomes the training ground for leadership with purpose-built automation behind them. As technology evolves, Ad Ops won\u2019t be defined by the tools teams use, but by how they use them.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Reimagining Ad Ops: Building a Predictive Future\" \/>\n<meta property=\"og:description\" content=\"Ad Ops becomes the training ground for leadership with purpose-built automation behind them. As technology evolves, Ad Ops won\u2019t be defined by the tools teams use, but by how they use them.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/\" \/>\n<meta property=\"og:site_name\" content=\"MarTech Series\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/martechseries\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-04-15T07:15:26+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/martechseries.com\/wp-content\/uploads\/2026\/04\/Michele_Bavitz_Theorem_MTS-Guest-Article_Ad-Ops.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2300\" \/>\n\t<meta property=\"og:image:height\" content=\"1300\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Michele Bavitz\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@MarTechSeries\" \/>\n<meta name=\"twitter:site\" content=\"@MarTechSeries\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Michele Bavitz\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/\"},\"author\":{\"name\":\"Michele Bavitz\",\"@id\":\"https:\/\/martechseries.com\/#\/schema\/person\/28c62d820802125486ad664706f4271f\"},\"headline\":\"Reimagining Ad Ops: Building a Predictive Future\",\"datePublished\":\"2026-04-15T07:15:26+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/\"},\"wordCount\":750,\"publisher\":{\"@id\":\"https:\/\/martechseries.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/martechseries.com\/wp-content\/uploads\/2026\/04\/Michele_Bavitz_Theorem_MTS-Guest-Article_Ad-Ops.jpg\",\"keywords\":[\"Ad ops\",\"Ad Ops teams\",\"advising pricing strategy\",\"Automation\",\"connected platforms\",\"Featured\",\"Manual handoffs\",\"Marketing Technology\",\"martech\",\"martech technology\",\"Michele Bavitz\",\"modern Ad\",\"Not Replacement\",\"optimizing performance data\",\"reinforcement\",\"shape smarter workflows\",\"Theorem\",\"Tracking\",\"vice president of growth\"],\"articleSection\":[\"Customer Experience Management\",\"Data Visualization\",\"Guest Authors\",\"Insights\",\"Marketing Automation\",\"Native &amp; Programmatic Advertising\",\"Sales &amp; Marketing\",\"Technology\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/\",\"url\":\"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/\",\"name\":\"Reimagining Ad Ops: Building a Predictive Future\",\"isPartOf\":{\"@id\":\"https:\/\/martechseries.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/martechseries.com\/wp-content\/uploads\/2026\/04\/Michele_Bavitz_Theorem_MTS-Guest-Article_Ad-Ops.jpg\",\"datePublished\":\"2026-04-15T07:15:26+00:00\",\"description\":\"Ad Ops becomes the training ground for leadership with purpose-built automation behind them. As technology evolves, Ad Ops won\u2019t be defined by the tools teams use, but by how they use them.\",\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/#primaryimage\",\"url\":\"https:\/\/martechseries.com\/wp-content\/uploads\/2026\/04\/Michele_Bavitz_Theorem_MTS-Guest-Article_Ad-Ops.jpg\",\"contentUrl\":\"https:\/\/martechseries.com\/wp-content\/uploads\/2026\/04\/Michele_Bavitz_Theorem_MTS-Guest-Article_Ad-Ops.jpg\",\"width\":2300,\"height\":1300,\"caption\":\"Reimagining Ad Ops: Building a Predictive Future\"},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/martechseries.com\/#website\",\"url\":\"https:\/\/martechseries.com\/\",\"name\":\"MarTech Series\",\"description\":\"Marketing Technology Insights\",\"publisher\":{\"@id\":\"https:\/\/martechseries.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/martechseries.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/martechseries.com\/#organization\",\"name\":\"MarTech Series\",\"url\":\"https:\/\/martechseries.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/martechseries.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/martechseries.com\/wp-content\/uploads\/2025\/01\/MTS_1-1.png\",\"contentUrl\":\"https:\/\/martechseries.com\/wp-content\/uploads\/2025\/01\/MTS_1-1.png\",\"width\":574,\"height\":93,\"caption\":\"MarTech Series\"},\"image\":{\"@id\":\"https:\/\/martechseries.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/martechseries\/\",\"https:\/\/x.com\/MarTechSeries\",\"https:\/\/www.linkedin.com\/company-beta\/13245537\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/martechseries.com\/#\/schema\/person\/28c62d820802125486ad664706f4271f\",\"name\":\"Michele Bavitz\",\"description\":\"Michele Bavitz is Vice President of Growth at Theorem\",\"url\":\"https:\/\/martechseries.com\/author\/michelebavitz\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Reimagining Ad Ops: Building a Predictive Future","description":"Ad Ops becomes the training ground for leadership with purpose-built automation behind them. As technology evolves, Ad Ops won\u2019t be defined by the tools teams use, but by how they use them.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/","og_locale":"en_US","og_type":"article","og_title":"Reimagining Ad Ops: Building a Predictive Future","og_description":"Ad Ops becomes the training ground for leadership with purpose-built automation behind them. As technology evolves, Ad Ops won\u2019t be defined by the tools teams use, but by how they use them.","og_url":"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/","og_site_name":"MarTech Series","article_publisher":"https:\/\/www.facebook.com\/martechseries\/","article_published_time":"2026-04-15T07:15:26+00:00","og_image":[{"width":2300,"height":1300,"url":"https:\/\/martechseries.com\/wp-content\/uploads\/2026\/04\/Michele_Bavitz_Theorem_MTS-Guest-Article_Ad-Ops.jpg","type":"image\/jpeg"}],"author":"Michele Bavitz","twitter_card":"summary_large_image","twitter_creator":"@MarTechSeries","twitter_site":"@MarTechSeries","twitter_misc":{"Written by":"Michele Bavitz","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/#article","isPartOf":{"@id":"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/"},"author":{"name":"Michele Bavitz","@id":"https:\/\/martechseries.com\/#\/schema\/person\/28c62d820802125486ad664706f4271f"},"headline":"Reimagining Ad Ops: Building a Predictive Future","datePublished":"2026-04-15T07:15:26+00:00","mainEntityOfPage":{"@id":"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/"},"wordCount":750,"publisher":{"@id":"https:\/\/martechseries.com\/#organization"},"image":{"@id":"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/#primaryimage"},"thumbnailUrl":"https:\/\/martechseries.com\/wp-content\/uploads\/2026\/04\/Michele_Bavitz_Theorem_MTS-Guest-Article_Ad-Ops.jpg","keywords":["Ad ops","Ad Ops teams","advising pricing strategy","Automation","connected platforms","Featured","Manual handoffs","Marketing Technology","martech","martech technology","Michele Bavitz","modern Ad","Not Replacement","optimizing performance data","reinforcement","shape smarter workflows","Theorem","Tracking","vice president of growth"],"articleSection":["Customer Experience Management","Data Visualization","Guest Authors","Insights","Marketing Automation","Native &amp; Programmatic Advertising","Sales &amp; Marketing","Technology"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/","url":"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/","name":"Reimagining Ad Ops: Building a Predictive Future","isPartOf":{"@id":"https:\/\/martechseries.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/#primaryimage"},"image":{"@id":"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/#primaryimage"},"thumbnailUrl":"https:\/\/martechseries.com\/wp-content\/uploads\/2026\/04\/Michele_Bavitz_Theorem_MTS-Guest-Article_Ad-Ops.jpg","datePublished":"2026-04-15T07:15:26+00:00","description":"Ad Ops becomes the training ground for leadership with purpose-built automation behind them. As technology evolves, Ad Ops won\u2019t be defined by the tools teams use, but by how they use them.","inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/martechseries.com\/mts-insights\/guest-authors\/reimagining-ad-ops-building-a-predictive-future\/#primaryimage","url":"https:\/\/martechseries.com\/wp-content\/uploads\/2026\/04\/Michele_Bavitz_Theorem_MTS-Guest-Article_Ad-Ops.jpg","contentUrl":"https:\/\/martechseries.com\/wp-content\/uploads\/2026\/04\/Michele_Bavitz_Theorem_MTS-Guest-Article_Ad-Ops.jpg","width":2300,"height":1300,"caption":"Reimagining Ad Ops: Building a Predictive Future"},{"@type":"WebSite","@id":"https:\/\/martechseries.com\/#website","url":"https:\/\/martechseries.com\/","name":"MarTech Series","description":"Marketing Technology Insights","publisher":{"@id":"https:\/\/martechseries.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/martechseries.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/martechseries.com\/#organization","name":"MarTech Series","url":"https:\/\/martechseries.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/martechseries.com\/#\/schema\/logo\/image\/","url":"https:\/\/martechseries.com\/wp-content\/uploads\/2025\/01\/MTS_1-1.png","contentUrl":"https:\/\/martechseries.com\/wp-content\/uploads\/2025\/01\/MTS_1-1.png","width":574,"height":93,"caption":"MarTech Series"},"image":{"@id":"https:\/\/martechseries.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/martechseries\/","https:\/\/x.com\/MarTechSeries","https:\/\/www.linkedin.com\/company-beta\/13245537\/"]},{"@type":"Person","@id":"https:\/\/martechseries.com\/#\/schema\/person\/28c62d820802125486ad664706f4271f","name":"Michele Bavitz","description":"Michele Bavitz is Vice President of Growth at Theorem","url":"https:\/\/martechseries.com\/author\/michelebavitz\/"}]}},"_links":{"self":[{"href":"https:\/\/martechseries.com\/wp-json\/wp\/v2\/posts\/398559","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/martechseries.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/martechseries.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/martechseries.com\/wp-json\/wp\/v2\/users\/56859"}],"replies":[{"embeddable":true,"href":"https:\/\/martechseries.com\/wp-json\/wp\/v2\/comments?post=398559"}],"version-history":[{"count":1,"href":"https:\/\/martechseries.com\/wp-json\/wp\/v2\/posts\/398559\/revisions"}],"predecessor-version":[{"id":398561,"href":"https:\/\/martechseries.com\/wp-json\/wp\/v2\/posts\/398559\/revisions\/398561"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/martechseries.com\/wp-json\/wp\/v2\/media\/398560"}],"wp:attachment":[{"href":"https:\/\/martechseries.com\/wp-json\/wp\/v2\/media?parent=398559"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/martechseries.com\/wp-json\/wp\/v2\/categories?post=398559"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/martechseries.com\/wp-json\/wp\/v2\/tags?post=398559"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}