{"id":46566,"date":"2022-02-09T15:27:24","date_gmt":"2022-02-09T20:27:24","guid":{"rendered":"https:\/\/sdtimes.com\/?p=46566"},"modified":"2022-02-23T10:12:48","modified_gmt":"2022-02-23T15:12:48","slug":"3-apples-in-2021-vs-3-oranges-in-2022-predictions","status":"publish","type":"post","link":"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/","title":{"rendered":"3 apples in 2021 vs. 3 oranges in 2022: Predictions"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">You may see analyst predictions as meaningless, unless you find yourself choosing between an apple and an orange at a scarcely provisioned continental breakfast buffet. So it goes with the selection of strategies to fulfill an ever-increasing set of digital transformation requirements from a scarce IT budget.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I have here the seeds of Intellyx\u2019s 2021 retrospectives and 2022 predictions. Unlike most other pundits, we try not to state obvious observations as predictions, and we score ourselves on last year\u2019s crop of conjectures.<\/span><\/p>\n<h5><strong>Predictions from 2021<\/strong><\/h5>\n<p><span style=\"font-weight: 400;\">Appreciating Sir Issac Newton\u2019s theory of gravity, I collected three apples that fell on Jason Bloomberg\u2019s head for his <\/span><a href=\"https:\/\/intellyx.com\/2021\/01\/04\/intellyx-predictions-for-2021-cyberwar-crypto-crash-and-covid-end\/\"><b>2021 Intellyx prediction set<\/b><\/a><span style=\"font-weight: 400;\">. Let\u2019s see if they had gravitas.<\/span><\/p>\n<p><b>First off, a dramatic counter-cyberattack<\/b><span style=\"font-weight: 400;\"> against Russia in response to attacks like the SolarWinds hack.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This one didn\u2019t bear fruit\u2013If anything, the rate of exploits and breaches in IT continued apace, crowned in December with the revelation of the widespread log4j vulnerability.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">We did see preventative effort and innovation from vendors attempting to \u2018shift security left\u2019 in the DevOps lifecycle to make it a developer concern, and open source collaboration toward wiring zero-trust, least privilege fundamentals into the underpinning componentry of microservices-based applications.<\/span><\/p>\n<p><b>Second, the massive Bitcoin-Tether Ponzi collapse <\/b><span style=\"font-weight: 400;\">didn\u2019t happen yet\u2013but all the conditions needed have intensified tenfold. Times of economic uncertainty and a mistrust of institutions drove celebrity shills and unsuspecting marks to throw down real money for magic blockchain beans.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">With over half of crypto exchange activity now circulating through stablecoin shell games, this failure is not a question of if\u2013but when\u2013the rug gets pulled.<\/span><\/p>\n<p><b>Last, the pandemic and recession ending with a bang<\/b><span style=\"font-weight: 400;\"> instead finished with a series of sputters and pops, as an inability to truly shake COVID-19 put a damper on economic relief and constrained global business operations.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">But in terms of IT, the wait-and-see period of 2021 gave way to an explosion of innovation and consolidation, especially in cloud-native, edge, and AI technologies, showing no signs of slowing down.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Better still, workers in the digital economy made the greatest gains in 2021, as collaborative lessons, work-from-anywhere capabilities and a serious talent shortage meant many IT employees could afford to job-hop and demand better salaries and flexible working conditions from employers.<\/span><\/p>\n<h5><strong>Predictions for 2022<\/strong><\/h5>\n<p><b>First, a great weeding out of vendors. <\/b><span style=\"font-weight: 400;\">Overvaluations in the space will gradually give way to more responsible ways of evaluating the potential success of any vendor. Enterprises will become wiser about ROI metrics and refine their selection criteria to fit their desired architectural goals.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Vendors that can demonstrate value for paying customers will be poised to accelerate, while the fortunes of runners-up in each category will decline, resulting in layoffs and surprise fire sales.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This does not mean startup activity will decrease in 2022. Volatile conditions offer the most fertile ground for sprouting innovation to improve agility at scale and meet customer needs.<\/span><\/p>\n<p><b>Observability will branch out into many forms. <\/b><span style=\"font-weight: 400;\">This solution category has consumed aspects of software performance, security, testing, development, issue resolution, planning \u2013 and all of the data and infrastructure supporting it.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Observability is no longer just for SREs obsessed with production. It must process data feeding ITOps, network analytics and AI learning tools, as well as assisting developers with many aspects of legacy modernization and migration. What specific kind of observability is needed for the work at hand?<\/span><\/p>\n<p><b>Supply chain management will start to enter the IT mainstream discussion.<\/b><span style=\"font-weight: 400;\"> Coordinating the many moving parts of SCM has always been a dark art beyond IT, even for the people running the cogs of supply chains &#8212; manufacturers, logistics providers, warehouses and retailers.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Even though software is just a bunch of bytes, responsible orgs will consider software and hardware supply chain dependencies in every architectural aspect of planning and provisioning digital capabilities.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Real global supply chains will also become the #1 growth market for edge computing and IoT. New combinations of device and sensor data will flow into tracking, analytics, AI-based forecasting, production planning and multi-party networks to modernize legacy SCM networks and ERP systems (many haven\u2019t changed much since the nineties).<\/span><\/p>\n<h5><strong>The Intellyx Take<\/strong><\/h5>\n<p><span style=\"font-weight: 400;\">I could have easily predicted that cloud adoption would grow, or another massive breach \u2013 but that would be like opening a fruit stand that sells store-bought fruit.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">What will remain constant this year is change, and the determining factor of an organization\u2019s survival will be its reaction speed for applying new technology to meet the chaos that change creates.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">To make it in 2022, organizations must value people more than ever to negotiate change, and listen to the experiences of employees, partners and customers \u2013 above the preferences of their own executives and shareholders. Success is there for the picking.<\/span><\/p>\n<p>&nbsp;<\/p>\n<!-- AddThis Advanced Settings generic via filter on the_content --><!-- AddThis Share Buttons generic via filter on the_content -->","protected":false},"excerpt":{"rendered":"<p>You may see analyst predictions as meaningless, unless you find yourself choosing between an apple and an orange at a scarcely provisioned continental breakfast buffet. So it goes with the selection of strategies to fulfill an ever-increasing set of digital transformation requirements from a scarce IT budget. I have here the seeds of Intellyx\u2019s 2021  &hellip; <a class=\"read-more\" href=\"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/\">continue reading<\/a><!-- AddThis Advanced Settings generic via filter on get_the_excerpt --><!-- AddThis Share Buttons generic via filter on get_the_excerpt --><\/p>\n","protected":false},"author":904,"featured_media":46567,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"cybocfi_hide_featured_image":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[15833,1],"tags":[15824],"coauthors":[15002],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>3 apples in 2021 vs. 3 oranges in 2022: Predictions - SD Times<\/title>\n<meta name=\"description\" content=\"A look back at predictions that had been made in 2021, compared to predictions that are being made for 2022.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"3 apples in 2021 vs. 3 oranges in 2022: Predictions - SD Times\" \/>\n<meta property=\"og:description\" content=\"A look back at predictions that had been made in 2021, compared to predictions that are being made for 2022.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/\" \/>\n<meta property=\"og:site_name\" content=\"SD Times\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SDTimesD2\" \/>\n<meta property=\"article:published_time\" content=\"2022-02-09T20:27:24+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-02-23T15:12:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sdtimes.com\/wp-content\/uploads\/2022\/02\/5c4cd5decc9625677735d8fcef8317f6.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"625\" \/>\n\t<meta property=\"og:image:height\" content=\"415\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Jason English\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@sdtimes\" \/>\n<meta name=\"twitter:site\" content=\"@sdtimes\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Jason English\" \/>\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:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/\"},\"author\":{\"name\":\"Jason English\",\"@id\":\"https:\/\/sdtimes.com\/#\/schema\/person\/06417d44ecdcb3779c1f8aaa6265e149\"},\"headline\":\"3 apples in 2021 vs. 3 oranges in 2022: Predictions\",\"datePublished\":\"2022-02-09T20:27:24+00:00\",\"dateModified\":\"2022-02-23T15:12:48+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/\"},\"wordCount\":791,\"publisher\":{\"@id\":\"https:\/\/sdtimes.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/sdtimes.com\/wp-content\/uploads\/2022\/02\/5c4cd5decc9625677735d8fcef8317f6.jpg\",\"keywords\":[\"intellyx\"],\"articleSection\":[\"Analyst View\",\"Latest News\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/\",\"url\":\"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/\",\"name\":\"3 apples in 2021 vs. 3 oranges in 2022: Predictions - SD Times\",\"isPartOf\":{\"@id\":\"https:\/\/sdtimes.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/sdtimes.com\/wp-content\/uploads\/2022\/02\/5c4cd5decc9625677735d8fcef8317f6.jpg\",\"datePublished\":\"2022-02-09T20:27:24+00:00\",\"dateModified\":\"2022-02-23T15:12:48+00:00\",\"description\":\"A look back at predictions that had been made in 2021, compared to predictions that are being made for 2022.\",\"breadcrumb\":{\"@id\":\"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/#primaryimage\",\"url\":\"https:\/\/sdtimes.com\/wp-content\/uploads\/2022\/02\/5c4cd5decc9625677735d8fcef8317f6.jpg\",\"contentUrl\":\"https:\/\/sdtimes.com\/wp-content\/uploads\/2022\/02\/5c4cd5decc9625677735d8fcef8317f6.jpg\",\"width\":625,\"height\":415},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/sdtimes.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"3 apples in 2021 vs. 3 oranges in 2022: Predictions\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/sdtimes.com\/#website\",\"url\":\"https:\/\/sdtimes.com\/\",\"name\":\"SD Times\",\"description\":\"Software Development News\",\"publisher\":{\"@id\":\"https:\/\/sdtimes.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/sdtimes.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/sdtimes.com\/#organization\",\"name\":\"SD Times\",\"url\":\"https:\/\/sdtimes.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/sdtimes.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/sdtimes.com\/wp-content\/uploads\/2014\/05\/deafaultlogo.png\",\"contentUrl\":\"https:\/\/sdtimes.com\/wp-content\/uploads\/2014\/05\/deafaultlogo.png\",\"width\":225,\"height\":90,\"caption\":\"SD Times\"},\"image\":{\"@id\":\"https:\/\/sdtimes.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/SDTimesD2\",\"https:\/\/x.com\/sdtimes\",\"https:\/\/www.linkedin.com\/company\/sdtimes\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/sdtimes.com\/#\/schema\/person\/06417d44ecdcb3779c1f8aaa6265e149\",\"name\":\"Jason English\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/sdtimes.com\/#\/schema\/person\/image\/8c63bbedab41c7a1e812b0e63c645b3a\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/10c4db68ae04a0e113e732c376d18d4e?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/10c4db68ae04a0e113e732c376d18d4e?s=96&d=mm&r=g\",\"caption\":\"Jason English\"},\"description\":\"Jason English is principal analyst and CMO at Intellyx.\",\"url\":\"https:\/\/sdtimes.com\/author\/jasonenglish\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"3 apples in 2021 vs. 3 oranges in 2022: Predictions - SD Times","description":"A look back at predictions that had been made in 2021, compared to predictions that are being made for 2022.","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:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/","og_locale":"en_US","og_type":"article","og_title":"3 apples in 2021 vs. 3 oranges in 2022: Predictions - SD Times","og_description":"A look back at predictions that had been made in 2021, compared to predictions that are being made for 2022.","og_url":"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/","og_site_name":"SD Times","article_publisher":"https:\/\/www.facebook.com\/SDTimesD2","article_published_time":"2022-02-09T20:27:24+00:00","article_modified_time":"2022-02-23T15:12:48+00:00","og_image":[{"width":625,"height":415,"url":"https:\/\/sdtimes.com\/wp-content\/uploads\/2022\/02\/5c4cd5decc9625677735d8fcef8317f6.jpg","type":"image\/jpeg"}],"author":"Jason English","twitter_card":"summary_large_image","twitter_creator":"@sdtimes","twitter_site":"@sdtimes","twitter_misc":{"Written by":"Jason English","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/#article","isPartOf":{"@id":"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/"},"author":{"name":"Jason English","@id":"https:\/\/sdtimes.com\/#\/schema\/person\/06417d44ecdcb3779c1f8aaa6265e149"},"headline":"3 apples in 2021 vs. 3 oranges in 2022: Predictions","datePublished":"2022-02-09T20:27:24+00:00","dateModified":"2022-02-23T15:12:48+00:00","mainEntityOfPage":{"@id":"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/"},"wordCount":791,"publisher":{"@id":"https:\/\/sdtimes.com\/#organization"},"image":{"@id":"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/#primaryimage"},"thumbnailUrl":"https:\/\/sdtimes.com\/wp-content\/uploads\/2022\/02\/5c4cd5decc9625677735d8fcef8317f6.jpg","keywords":["intellyx"],"articleSection":["Analyst View","Latest News"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/","url":"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/","name":"3 apples in 2021 vs. 3 oranges in 2022: Predictions - SD Times","isPartOf":{"@id":"https:\/\/sdtimes.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/#primaryimage"},"image":{"@id":"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/#primaryimage"},"thumbnailUrl":"https:\/\/sdtimes.com\/wp-content\/uploads\/2022\/02\/5c4cd5decc9625677735d8fcef8317f6.jpg","datePublished":"2022-02-09T20:27:24+00:00","dateModified":"2022-02-23T15:12:48+00:00","description":"A look back at predictions that had been made in 2021, compared to predictions that are being made for 2022.","breadcrumb":{"@id":"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/#primaryimage","url":"https:\/\/sdtimes.com\/wp-content\/uploads\/2022\/02\/5c4cd5decc9625677735d8fcef8317f6.jpg","contentUrl":"https:\/\/sdtimes.com\/wp-content\/uploads\/2022\/02\/5c4cd5decc9625677735d8fcef8317f6.jpg","width":625,"height":415},{"@type":"BreadcrumbList","@id":"https:\/\/sdtimes.com\/softwaredev\/3-apples-in-2021-vs-3-oranges-in-2022-predictions\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/sdtimes.com\/"},{"@type":"ListItem","position":2,"name":"3 apples in 2021 vs. 3 oranges in 2022: Predictions"}]},{"@type":"WebSite","@id":"https:\/\/sdtimes.com\/#website","url":"https:\/\/sdtimes.com\/","name":"SD Times","description":"Software Development News","publisher":{"@id":"https:\/\/sdtimes.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/sdtimes.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/sdtimes.com\/#organization","name":"SD Times","url":"https:\/\/sdtimes.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/sdtimes.com\/#\/schema\/logo\/image\/","url":"https:\/\/sdtimes.com\/wp-content\/uploads\/2014\/05\/deafaultlogo.png","contentUrl":"https:\/\/sdtimes.com\/wp-content\/uploads\/2014\/05\/deafaultlogo.png","width":225,"height":90,"caption":"SD Times"},"image":{"@id":"https:\/\/sdtimes.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/SDTimesD2","https:\/\/x.com\/sdtimes","https:\/\/www.linkedin.com\/company\/sdtimes\/"]},{"@type":"Person","@id":"https:\/\/sdtimes.com\/#\/schema\/person\/06417d44ecdcb3779c1f8aaa6265e149","name":"Jason English","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/sdtimes.com\/#\/schema\/person\/image\/8c63bbedab41c7a1e812b0e63c645b3a","url":"https:\/\/secure.gravatar.com\/avatar\/10c4db68ae04a0e113e732c376d18d4e?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/10c4db68ae04a0e113e732c376d18d4e?s=96&d=mm&r=g","caption":"Jason English"},"description":"Jason English is principal analyst and CMO at Intellyx.","url":"https:\/\/sdtimes.com\/author\/jasonenglish\/"}]}},"_links":{"self":[{"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/posts\/46566"}],"collection":[{"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/users\/904"}],"replies":[{"embeddable":true,"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/comments?post=46566"}],"version-history":[{"count":2,"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/posts\/46566\/revisions"}],"predecessor-version":[{"id":46574,"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/posts\/46566\/revisions\/46574"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/media\/46567"}],"wp:attachment":[{"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/media?parent=46566"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/categories?post=46566"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/tags?post=46566"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/coauthors?post=46566"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}