{"id":330,"date":"2023-08-08T13:30:22","date_gmt":"2023-08-08T13:30:22","guid":{"rendered":"https:\/\/it-tech.exrtechsolutions.com\/?p=330"},"modified":"2023-08-10T05:58:47","modified_gmt":"2023-08-10T05:58:47","slug":"top-5-edge-ai-trends-to-watch-in-2023","status":"publish","type":"post","link":"https:\/\/it-tech.exrtechsolutions.com\/index.php\/2023\/08\/08\/top-5-edge-ai-trends-to-watch-in-2023\/","title":{"rendered":"Top 5 Edge AI Trends To Watch In 2023\u200b"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"330\" class=\"elementor elementor-330\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5cfa6ef0 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"5cfa6ef0\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&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-33 elementor-top-column elementor-element elementor-element-12a0788\" data-id=\"12a0788\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-68456d99 elementor-widget elementor-widget-heading\" data-id=\"68456d99\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">IT TECH <\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c066b19 elementor-widget elementor-widget-text-editor\" data-id=\"1c066b19\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>UPDATES<\/p>\t\t\t\t\t\t<\/div>\n\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-top-column elementor-element elementor-element-4533b412\" data-id=\"4533b412\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-19263e8f\" data-id=\"19263e8f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6d684ccc elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"6d684ccc\" data-element_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-254a6a72\" data-id=\"254a6a72\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5b813396 elementor-widget elementor-widget-heading\" data-id=\"5b813396\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Top 5 Edge AI Trends to Watch in 2023<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7404e84 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"7404e84\" data-element_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-50 elementor-top-column elementor-element elementor-element-143567c9\" data-id=\"143567c9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-41b4e967 elementor-widget elementor-widget-text-editor\" data-id=\"41b4e967\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">With the state of the world under constant flux in 2022, some technology trends were put on hold while others were accelerated. Supply chain challenges, labour shortages and economic uncertainty had companies reevaluating their budgets for new technology.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\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-50 elementor-top-column elementor-element elementor-element-333f5948\" data-id=\"333f5948\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-41364014 elementor-widget elementor-widget-image\" data-id=\"41364014\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/it-tech.exrtechsolutions.com\/wp-content\/uploads\/2023\/08\/Top-5-Edge-AI-Trends-to-Watch-in-2023-AI-EdgeTech-1024x576.png\" class=\"attachment-large size-large wp-image-332\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/it-tech.exrtechsolutions.com\/wp-content\/uploads\/2023\/08\/Top-5-Edge-AI-Trends-to-Watch-in-2023-AI-EdgeTech-1024x576.png 1024w, https:\/\/it-tech.exrtechsolutions.com\/wp-content\/uploads\/2023\/08\/Top-5-Edge-AI-Trends-to-Watch-in-2023-AI-EdgeTech-300x169.png 300w, https:\/\/it-tech.exrtechsolutions.com\/wp-content\/uploads\/2023\/08\/Top-5-Edge-AI-Trends-to-Watch-in-2023-AI-EdgeTech-768x432.png 768w, https:\/\/it-tech.exrtechsolutions.com\/wp-content\/uploads\/2023\/08\/Top-5-Edge-AI-Trends-to-Watch-in-2023-AI-EdgeTech-1536x864.png 1536w, https:\/\/it-tech.exrtechsolutions.com\/wp-content\/uploads\/2023\/08\/Top-5-Edge-AI-Trends-to-Watch-in-2023-AI-EdgeTech.png 1920w\" 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>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6c03425a elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"6c03425a\" data-element_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-2b7bcfa\" data-id=\"2b7bcfa\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1f306f71 elementor-widget elementor-widget-text-editor\" data-id=\"1f306f71\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">For many organisations, AI is viewed as the solution to a lot of the uncertainty bringing improved efficiency, differentiation, automation and reduced cost.<\/span><\/p><p><span style=\"font-weight: 400;\">Until now, AI has operated almost exclusively in the cloud. But increasingly diverse streams of data are being generated around the clock from sensors at the edge. These require real-time inference, which is leading more AI deployments to move to edge computing.<\/span><\/p><p><span style=\"font-weight: 400;\">For airports, stores, hospitals and more, AI brings advanced efficiency, automation and even cost reduction, which is why edge AI adoption accelerated last year.<\/span><\/p><p><span style=\"font-weight: 400;\">In 2023, expect to see a similarly challenging environment, which will drive the following edge AI trends.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2efda908 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"2efda908\" data-element_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-5f92e59c\" data-id=\"5f92e59c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4e504a elementor-widget elementor-widget-heading\" data-id=\"4e504a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">1. Focus on AI Use Cases With High ROI\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b5c8b9a elementor-widget elementor-widget-text-editor\" data-id=\"4b5c8b9a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Return on investment is always an important factor for technology purchases. But with companies looking for new ways to reduce cost and gain a competitive advantage, expect AI projects to become more common.<\/span><\/p><p><span style=\"font-weight: 400;\">A few years ago, AI was often viewed as experimental, but, according to research from IBM, 35% of companies today report using AI in their business, and an additional 42% report they\u2019re exploring AI. Edge AI use cases, in particular, can help increase efficiency and reduce cost, making them a compelling place to focus new investments.<\/span><\/p><p><span style=\"font-weight: 400;\">For example, supermarkets and big box stores are investing heavily in AI at self-checkout machines to reduce loss from theft and human error. With solutions that can detect errors with 98% accuracy, companies can quickly see a return of investment in a matter of months.<\/span><\/p><p><span style=\"font-weight: 400;\">AI industrial inspection also has an immediate return, helping augment human inspectors on factory lines. Bootstrapped with synthetic data, AI can detect defects at a much higher rate and address a variety of defects that simply cannot be captured manually, resulting in more products with fewer false negative or positive detections. <\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f99dcd2 elementor-widget elementor-widget-heading\" data-id=\"2f99dcd2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">2. Growth in Human and Machine Collaboration<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fb48780 elementor-widget elementor-widget-text-editor\" data-id=\"2fb48780\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Often seen as a far-off use case of edge AI, the use of intelligent machines and autonomous robots is on the rise. From automated distribution facilities to meet the demands of same-day deliveries, to robots monitoring grocery stores for spills and stock outs, to robot arms working alongside humans on a production line, these intelligent machines are becoming more common.<\/span><\/p><p><span style=\"font-weight: 400;\">According to Gartner, the use of robotics and intelligent machines is expected to grow significantly by the end of the decade. \u201cBy 2030, 80% of humans will engage with smart robots on a daily basis, due to smart robot advancements in intelligence, social interactions and human augmentation capabilities, up from less than 10% today.\u201d (Gartner, \u201cEmerging Technologies: AI Roadmap for Smart Robots \u2014 Journey to a Super Intelligent Humanoid Robot\u201d, G00761328, June 2022)<\/span><\/p><p><span style=\"font-weight: 400;\">For this future to happen, one area of focus that needs attention in 2023 is aiding human and machine collaboration. Automated processes benefit from the strength and repeatable actions performed by robots, leaving humans to perform specialised and dexterous tasks that are more suited to our skills. Expect organisations to invest more in this human-machine collaboration in 2023 as a way to alleviate labour shortages and supply chain issues.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5969e25b elementor-widget elementor-widget-heading\" data-id=\"5969e25b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">3. New AI Use Cases for Safety\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33299faf elementor-widget elementor-widget-text-editor\" data-id=\"33299faf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Related to the trend of human and machine collaboration is that of AI functional safety. First seen in autonomous vehicles, more companies are looking to use AI to add proactive and flexible safety measures to industrial environments.<\/span><\/p><p><span style=\"font-weight: 400;\">Historically, functional safety has been applied in industrial environments in a binary way, with the primary role of the safety function to immediately stop the equipment from causing any harm or damage when an event is triggered. AI, on the other hand, works in combination with context awareness to predict an event happening. This allows AI to proactively send alerts regarding future potential safety events, preventing the events before they happen, which can drastically reduce safety incidents and related downtime in industrial environments.<\/span><\/p><p><span style=\"font-weight: 400;\">New functional safety standards that define the use of AI in safety are expected to be released in 2023 and will open the door for early adoption in factories, warehouses, agricultural use cases and more. One of the first areas for AI safety adoption will focus on improved worker safety, including worker posture detection, falling object prevention and personal protection equipment detection.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-577b0d0a elementor-widget elementor-widget-heading\" data-id=\"577b0d0a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">4. IT Focus on Cybersecurity at the Edge\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13303a65 elementor-widget elementor-widget-text-editor\" data-id=\"13303a65\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Cyber attacks rose 50% in 2021 and haven\u2019t slowed down since, making this a top focus for IT organisations. Edge computing, particularly when combined with AI use cases, can increase cybersecurity risk for many organisations by creating a wider attack surface outside of the traditional data centre and its firewalls.<\/span><\/p><p><span style=\"font-weight: 400;\">Edge AI in industries like manufacturing, energy, and transportation requires IT teams to expand their security footprint into environments traditionally managed by operational technology teams. Operational technology teams typically focus on operational efficiency as their main metric, relying on air-gapped systems with no network connectivity to the outside world. Edge AI use cases will start to break down these restrictions, requiring IT to enable cloud connectivity while still maintaining strict security standards.<\/span><\/p><p><span style=\"font-weight: 400;\">With billions of devices and sensors around the world that will all be connected to the internet, IT organisations have to both protect edge devices from direct attack and consider network and cloud security. In 2023, expect to see AI applied to cybersecurity. Log data generated from IoT networks can now be fed through intelligent security models that can flag suspicious behavior and notify security teams to take action<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d850722 elementor-widget elementor-widget-heading\" data-id=\"2d850722\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">5. Connecting Digital Twins to the Edge\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7509cf6b elementor-widget elementor-widget-text-editor\" data-id=\"7509cf6b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The term digital twin refers to perfectly synchronised, physically accurate virtual representations of real-world assets, processes or environments. Last year, NVIDIA partnered with Siemens to enable industrial metaverse use cases, helping customers accelerate their adoption of industrial automation technologies. Leading companies spanning manufacturing, retail, consumer packaged goods and telco, such as BMW, Lowe\u2019s, PepsiCo and Heavy.AI, have also begun building operational digital twins allowing them to simulate and optimise their production environments.<\/span><\/p><p><span style=\"font-weight: 400;\">What connects digital twins to the physical world and edge computing is the explosion of IoT sensors and data that is driving both these trends. In 2023, we\u2019ll see organisations increasingly connect live data from their physical environment into their virtual simulations. They\u2019ll move away from historical data-based simulations toward a live, digital environment \u2014 a true digital twin.<\/span><\/p><p><span style=\"font-weight: 400;\">By connecting live data from the physical world to their digital twins, organisations can gain real-time insight into their environment, allowing them to make faster and more informed decisions. While still early, expect to see massive growth in this space next year for ecosystem providers and in customer adoption.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3fe50412 elementor-widget elementor-widget-heading\" data-id=\"3fe50412\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Year of Edge AI \n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40503a5f elementor-widget elementor-widget-text-editor\" data-id=\"40503a5f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">While the 2023 economic environment remains uncertain, edge AI will certainly be an area of investment for organisations looking to drive automation and efficiency. Many of the trends we saw take off last year continue to accelerate with the new focus on initiatives that help drive sales, reduce costs, grow customer satisfaction and enhance operational efficiency.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-67733413 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"67733413\" data-element_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-721d6db4\" data-id=\"721d6db4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>IT TECH UPDATES Top 5 Edge AI Trends to Watch in 2023 With the state of the world under constant flux in 2022, some technology trends were put on hold while others were accelerated. Supply chain challenges, labour shortages and economic uncertainty had companies reevaluating their budgets for new technology. For many organisations, AI is [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":364,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_canvas","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/it-tech.exrtechsolutions.com\/index.php\/wp-json\/wp\/v2\/posts\/330"}],"collection":[{"href":"https:\/\/it-tech.exrtechsolutions.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/it-tech.exrtechsolutions.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/it-tech.exrtechsolutions.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/it-tech.exrtechsolutions.com\/index.php\/wp-json\/wp\/v2\/comments?post=330"}],"version-history":[{"count":11,"href":"https:\/\/it-tech.exrtechsolutions.com\/index.php\/wp-json\/wp\/v2\/posts\/330\/revisions"}],"predecessor-version":[{"id":456,"href":"https:\/\/it-tech.exrtechsolutions.com\/index.php\/wp-json\/wp\/v2\/posts\/330\/revisions\/456"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/it-tech.exrtechsolutions.com\/index.php\/wp-json\/wp\/v2\/media\/364"}],"wp:attachment":[{"href":"https:\/\/it-tech.exrtechsolutions.com\/index.php\/wp-json\/wp\/v2\/media?parent=330"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/it-tech.exrtechsolutions.com\/index.php\/wp-json\/wp\/v2\/categories?post=330"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/it-tech.exrtechsolutions.com\/index.php\/wp-json\/wp\/v2\/tags?post=330"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}