{"id":31858,"date":"2022-07-27T00:19:44","date_gmt":"2022-07-26T18:49:44","guid":{"rendered":"http:\/\/ismiletechnologies.com\/?p=31858"},"modified":"2022-12-08T22:40:20","modified_gmt":"2022-12-08T17:10:20","slug":"why-is-dataops-essential-to-drive-business-value","status":"publish","type":"post","link":"https:\/\/ismiletechnologies.com\/en_us\/dataops\/why-is-dataops-essential-to-drive-business-value\/","title":{"rendered":"Why is DataOps essential to drive business value?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"31858\" class=\"elementor elementor-31858\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4664aba elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4664aba\" data-element_type=\"section\" data-e-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-9438ab8\" data-id=\"9438ab8\" data-element_type=\"column\" data-e-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-ca65f23 elementor-widget elementor-widget-text-editor\" data-id=\"ca65f23\" 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>Many businesses are struggling because they are still unsure how to apply their enterprise-scale data platforms. Their performance in accomplishing strategic goals is limited by their failure to make their business data-driven.\u00a0<\/p><p>To increase the value of data in a dynamic environment, the practice of data operations, or data operations, is used to automate data supply with the proper level of security and quality. We go through its significance in <span style=\"color: #14a49c;\"><a style=\"color: #14a49c;\" href=\"http:\/\/ismiletechnologies.com\/data-and-analytics\/\">data analytics<\/a><\/span> projects and as a value driver in a business below.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a9a6f9e elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"a9a6f9e\" 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 class=\"elementor-element elementor-element-5173b46 elementor-widget elementor-widget-heading\" data-id=\"5173b46\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What is DataOps? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53653b5 elementor-widget elementor-widget-text-editor\" data-id=\"53653b5\" 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>The goal of DataOps, a collaborative data management strategy, is to integrate and automate all data flows between an enterprise&#8217;s data-consuming components.\u00a0<\/p><p>Consequently, <span style=\"color: #14a49c;\"><a style=\"color: #14a49c;\" href=\"http:\/\/ismiletechnologies.com\/dataops-managed-services\/\">DataOps<\/a><\/span> may be described as an agile technique that strives to optimize the creation, maintenance, and analysis of data-driven systems. DataOps aids in the creation of high-quality, scalable, collaborative channels for a wide range of business use cases.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b54e6f elementor-widget elementor-widget-heading\" data-id=\"7b54e6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">DataOps's value to businesses\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2425ff elementor-widget elementor-widget-text-editor\" data-id=\"d2425ff\" 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>In keeping with the changes that <span style=\"color: #14a49c;\"><a style=\"color: #14a49c;\" href=\"http:\/\/ismiletechnologies.com\/devops\/\">DevOps<\/a><\/span> brought about, DataOps is a step-change in the productivity of your data and analytics projects.\u00a0<\/p><p>All firms are eager to be data-driven and use the newest AI and ML technologies and methodologies. Since much of this is experimental and developing, it is crucial to iterate quickly, learn quickly, and be ready to test notions and discard them.\u00a0<\/p><p>With controls in place, DataOps provides you with the freedom and agility to act swiftly. It lets you create consistency and reusability around knowledge and information, enabling you to support decisions and assist you in making the best decisions quickly to help you compete.\u00a0<\/p><p>According to Neill, businesses use DataOps to stay competitive. Every business wants to serve consumers quickly and evaluate a hypothesis without navigating a maze of red tape and bureaucracy.\u00a0<\/p><p>Additionally, DataOps will effectively and efficiently present data to the company. Thus, DataOps will<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fcd6bb elementor-widget elementor-widget-text-editor\" data-id=\"2fcd6bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li>Pay attention to your business needs.<\/li><li>Allowing people to experiment, obtain knowledge from reliable data sources, quickly prototype theories, and then change IT processes.<\/li><li>Along with their data, send them metadata to foster transparency and confidence aid in dismantling silos.<\/li><li>Encourage cooperation.<\/li><li>Drastically cut expenditures.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f457d53 elementor-widget elementor-widget-text-editor\" data-id=\"f457d53\" 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><span data-contrast=\"none\">Although it would be<\/span> difficult<span data-contrast=\"none\"> to explain the link between the adoption of DataOps practices and the bottom line, it makes sense that by incorporating agility into the delivery of data, adopting initiatives for data democratization, and enabling data discovery, you&#8217;ll be able to answer the crucial question, &#8220;Is this of value to our customers?&#8221; sooner.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p><p><span data-contrast=\"none\">If so, the company should do well and offer a competitive option to those who don&#8217;t.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c2f0a39 elementor-widget elementor-widget-template\" data-id=\"c2f0a39\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"section\" data-elementor-id=\"36008\" class=\"elementor elementor-36008\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e7f8671 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e7f8671\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&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-463794c\" data-id=\"463794c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-51223fe elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"51223fe\" data-element_type=\"section\" data-e-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-33 elementor-inner-column elementor-element elementor-element-23fc366\" data-id=\"23fc366\" data-element_type=\"column\" data-e-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-950d07c elementor-widget elementor-widget-heading\" data-id=\"950d07c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Improve the Communication, Integration &amp; Automation of data flow across your Organization<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39c7151 elementor-widget elementor-widget-text-editor\" data-id=\"39c7151\" 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>Calculate your DataOps ROI<\/p>\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-33 elementor-inner-column elementor-element elementor-element-9192407\" data-id=\"9192407\" data-element_type=\"column\" data-e-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-cf1b68c elementor-align-center elementor-widget elementor-widget-lottie\" data-id=\"cf1b68c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;source&quot;:&quot;external_url&quot;,&quot;source_external_url&quot;:{&quot;url&quot;:&quot;https:\\\/\\\/assets4.lottiefiles.com\\\/packages\\\/lf20_kkesf8mx.json&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;loop&quot;:&quot;yes&quot;,&quot;play_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0.9,&quot;sizes&quot;:[]},&quot;lazyload&quot;:&quot;yes&quot;,&quot;link_to&quot;:&quot;none&quot;,&quot;trigger&quot;:&quot;arriving_to_viewport&quot;,&quot;viewport&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}},&quot;start_point&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;end_point&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:100,&quot;sizes&quot;:[]},&quot;renderer&quot;:&quot;svg&quot;}\" data-widget_type=\"lottie.default\">\n\t\t\t\t\t<div class=\"e-lottie__container\"><div class=\"e-lottie__animation\"><\/div><\/div>\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-33 elementor-inner-column elementor-element elementor-element-ecaeb76\" data-id=\"ecaeb76\" data-element_type=\"column\" data-e-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-9258936 elementor-align-right elementor-mobile-align-left elementor-tablet-align-right elementor-widget elementor-widget-button\" data-id=\"9258936\" data-element_type=\"widget\" data-e-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-xs\" href=\"http:\/\/ismiletechnologies.com\/dataops-roi-calculator\/\">\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\">Calculate Now<\/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\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\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe3876a elementor-widget elementor-widget-heading\" data-id=\"fe3876a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">DataOps Best Practices that can make a difference\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f8a2ac elementor-widget elementor-widget-text-editor\" data-id=\"4f8a2ac\" 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><span data-contrast=\"none\">The best DataOps practices include <span style=\"color: #14a49c;\"><a style=\"color: #14a49c;\" href=\"https:\/\/en.wikipedia.org\/wiki\/Automation\">automation<\/a><\/span>, cataloguing data assets, incorporating Agile principles into the process, supporting apps, infrastructure, etc., around the data delivery, and finally, enabling data discovery and thus self-serve access while incorporating additional layers of governance as required. Making it obvious what data governance is, who the data owner is, and how you request access to the data is crucial to achieving that.<\/span><span data-ccp-props=\"{\">\u00a0<\/span><\/p><p><span data-contrast=\"none\">Here to have the greatest DataOps practices, you must:<\/span><span data-ccp-props=\"{\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c50c4a elementor-widget elementor-widget-text-editor\" data-id=\"4c50c4a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Effectively define the use case and the vision.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Throughout the entire data pipeline, instrument it.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Obtain the appropriate metadata.<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Your systems should be extensible to accommodate changing requirements.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Be able to foster collaboration and manage projects in a way that adds value for the client.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-06621d6 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"06621d6\" 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 class=\"elementor-element elementor-element-b3f71cc elementor-widget elementor-widget-heading\" data-id=\"b3f71cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Future of DataOps\u00a0\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-175c174 elementor-widget elementor-widget-text-editor\" data-id=\"175c174\" 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>DataOps will overtake DevOps as the de facto methodology for data and analytics teams.\u00a0<\/p><p>The support and tooling for DataOps will advance, and the techniques will become more standardized and honed. The methods will spread throughout society. This will accelerate the data-driven world&#8217;s advancement since a new generation of data scientists and engineers will adopt it as the correct approach.\u00a0<\/p><p>The anticipated rise in data volumes will justify the adoption of data ingestion and analysis automation. Therefore, this is where <span style=\"color: #14a49c;\"><a style=\"color: #14a49c;\" href=\"http:\/\/ismiletechnologies.com\/ai-and-machine-learning\/\">AI\/ML solutions<\/a><\/span> will be developed: to handle the labour-intensive tasks that users cannot complete using point-and-click devices and keyboards!\u00a0<\/p><p>Additionally, they will diversify their solutions and create unique code to &#8220;glue&#8221; them together. Be ready to combine several solutions because there aren&#8217;t any magic fixes or all-purpose tools that can meet an organization&#8217;s needs. Finally, user interfaces will need to change to stay up with the developing backend technology. This is crucial because many data users and specialists lack the skills to operate a CLI or create exploratory code; therefore, the UI components must facilitate data discovery and exploration.\u00a0<\/p>\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>Many businesses are struggling because they are still unsure how to apply their enterprise-scale data platforms. Their performance in accomplishing strategic goals is limited by their failure to make their business data-driven.\u00a0 To increase the value of data in a dynamic environment, the practice of data operations, or data operations, is used to automate data [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":31859,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[249],"tags":[],"class_list":["post-31858","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dataops"],"_links":{"self":[{"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/posts\/31858","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/comments?post=31858"}],"version-history":[{"count":24,"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/posts\/31858\/revisions"}],"predecessor-version":[{"id":36112,"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/posts\/31858\/revisions\/36112"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/media\/31859"}],"wp:attachment":[{"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/media?parent=31858"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/categories?post=31858"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ismiletechnologies.com\/en_us\/wp-json\/wp\/v2\/tags?post=31858"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}