{"id":2324,"date":"2026-01-20T10:50:42","date_gmt":"2026-01-20T10:50:42","guid":{"rendered":"https:\/\/www.velan-virtualassistants.com\/blogs\/?p=2324"},"modified":"2026-04-20T11:52:14","modified_gmt":"2026-04-20T11:52:14","slug":"what-are-the-best-tools-used-for-data-annotation-in-2026","status":"publish","type":"post","link":"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/","title":{"rendered":"What are the Best Tools Used for Data Annotation in 2026?"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#Top_Data_Annotation_Tools_in_2026\" >Top Data Annotation Tools in 2026<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#1_Labelbox%E2%80%94Best_for_Enterprises_Advanced_Automation\" >1.&nbsp; Labelbox\u2014Best for Enterprises &amp; Advanced Automation<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#2_Scale_AI_Scale_Data_Engine\" >2.&nbsp; Scale AI (Scale Data Engine)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#3_CVAT_%E2%80%94_Top_Open-Source_Annotation_Tool_for_Computer_Vision\" >3.&nbsp; CVAT \u2014 Top Open-Source Annotation Tool for Computer Vision<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#4_Label_Studio%E2%80%94Most_Flexible_Open-Source_Multimodal_Tool\" >4.&nbsp; Label Studio\u2014Most Flexible Open-Source Multimodal Tool<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#5_Supervisely%E2%80%94Best_for_3D_LiDAR_Medical_Data\" >5.&nbsp; Supervisely\u2014Best for 3D, LiDAR &amp; Medical Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#How_do_you_choose_the_right_annotation_software\" >How do you choose the right annotation software?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#Data_Annotation_Following_Trends_In_2026\" >Data Annotation Following Trends In 2026<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#Data_Annotation%E2%80%82Following_Trends_In_2026\" >Data Annotation\u2002Following Trends In 2026<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#Final_Thoughts\" >Final Thoughts<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#FAQ_Best_Data_Annotation_Tools_in_2026\" >FAQ: Best Data Annotation Tools in 2026<\/a><\/li><\/ul><\/nav><\/div>\n\n<p>The data is used as fuel for artificial intelligence\u2014but without appropriate tags, AI models can\u2019t decipher what they are searching, reading or listening to. Thus, the necessity of tools for <strong><a href=\"https:\/\/www.velan-virtualassistants.com\/data-annotation-services\" target=\"_blank\" rel=\"noreferrer noopener\">Data Annotation Service <\/a><\/strong>arises. These platforms play a big role in converting raw datasets into organized, human-readable training material for AI and machine learning systems.<\/p>\n\n\n\n<p>The year 2026 will witness considerable enhancement in the field of annotation technology, escalation being brought about by the use of automation, AI-assisted labeling and workforce integration in software. The blog aims to provide insight into some of the top annotation software solutions that are currently used by the leading AI teams in various industries\u2014whether you are searching for open-source annotation tools, enterprise labeling platforms or AI powered automation.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Top_Data_Annotation_Tools_in_2026\"><\/span><strong>Top Data Annotation Tools in 2026<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Labelbox%E2%80%94Best_for_Enterprises_Advanced_Automation\"><\/span><strong>1.&nbsp; <\/strong><strong>Labelbox\u2014Best for Enterprises &amp; Advanced Automation<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Currently still regarded as one of the best labeling platforms. Labelbox is used in organizations that require sophisticated workflows and data governance. The platform comprises<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A modern web UI that serves to annotate image, video, text and LiDAR data through a GUI.<\/li>\n\n\n\n<li>AI-powered pre-labeling to speed up processes Review and QA workflows.<\/li>\n\n\n\n<li>Workforce management and optional managed labeling services<\/li>\n\n\n\n<li>Integrations with MLOps tools like Vertex AI and Databricks<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Why choose it?<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>It employs analytical approaches, ensures compliance, and uses hybrid AI\/Human labeling.<\/p>\n\n\n\n<p>It is perfectly suited for scaling annotation projects.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Scale_AI_Scale_Data_Engine\"><\/span><strong>2.&nbsp; <\/strong><strong>Scale AI (Scale Data Engine)<\/strong><strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Best for large-scale AI operations. It is important to recognize that Scale AI focuses on the mission-critical labeling function supporting computer vision as well as NLP, Robotics and autonomous driving. Here\u2019s what you get:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A skilled team of human labelers who know what they\u2019re doing.<\/li>\n\n\n\n<li>Pre-labeling and smart error detection\u2014automation handles the boring stuff and helps catch mistakes early.<\/li>\n\n\n\n<li>Continuous feedback to keep the AI getting smarter over time.<\/li>\n\n\n\n<li>Custom workflows, so you can handle those weird, tricky cases nobody else wants to touch.<\/li>\n<\/ul>\n\n\n\n<p>So, why go with this one?<\/p>\n\n\n\n<p>It remains a wise choice for teams working with big data and industries where close-to-perfect solutions are required.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_CVAT_%E2%80%94_Top_Open-Source_Annotation_Tool_for_Computer_Vision\"><\/span><strong>3.&nbsp; <\/strong><strong>CVAT \u2014 Top Open-Source Annotation Tool for Computer Vision<\/strong><strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>CVAT (Computer Vision Annotation Tool) is popular for bounding boxes and video tracking as well as segmentation tasks. First, it covers both image and video annotation\u2014no need to switch tools. If you\u2019re labeling video, the interpolation tools save a ton of time. Want to keep everything private? You can run it on your own servers. There\u2019s also a plugin system, so you can tweak the workflow until it fits just right. Plus, there\u2019s a big community if you ever get stuck.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Why choose it?<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>It\u2019s spot-on for engineering teams who want total control over their data and don\u2019t want to deal with licensing fees. If you\u2019re working with computer vision projects, this setup just makes sense.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Label_Studio%E2%80%94Most_Flexible_Open-Source_Multimodal_Tool\"><\/span><strong>4.&nbsp; <\/strong><strong>Label Studio\u2014Most Flexible Open-Source Multimodal Tool<\/strong><strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Label Studio really lets you make it your own. The labeling interface is super customizable, and it doesn\u2019t care what kind of data you throw at it: text, images, videos, audio, or even time-series stuff.<\/p>\n\n\n\n<p>You get templates for complex labeling workflows, plus it plays nicely with machine learning pre-annotations. And when it comes to setup, you can go cloud or self-hosted\u2014whatever works for your team.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Why does it stand out?<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>Teams juggling NLP, vision, and audio projects can\u2019t get enough of it. It\u2019s flexible, and the extra features go a long way.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Supervisely%E2%80%94Best_for_3D_LiDAR_Medical_Data\"><\/span><strong>5.&nbsp; <\/strong><strong>Supervisely\u2014Best for 3D, LiDAR &amp; Medical Data<\/strong><strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Supervisely shines when you need to handle advanced 3D data or work in industrial AI. It covers video and image labeling for big autonomous systems, plus it comes loaded with point cloud and LiDAR annotation tools. Medical imaging? It\u2019s got built-in DICOM viewers for that. Training and dataset management are all baked right in.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Why use it?<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>If you\u2019re building robotics, automotive tech, or medical AI, this platform is ready for production from day one. It just gets the job done.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_do_you_choose_the_right_annotation_software\"><\/span><strong>How do you choose the right annotation software?<\/strong><strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Honestly, it comes down to three things: the kind of data you have, how complicated your process is, and your budget. Here\u2019s what you get:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. Data Type Support<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>If you have images or video, you can use CVAT, Supervisely or V7.<\/p>\n\n\n\n<p>Have NLP, text, or audio projects?<\/p>\n\n\n\n<p>Label Studio and Scale AI are solid options.<\/p>\n\n\n\n<p>Need <strong><a href=\"https:\/\/www.velan-virtualassistants.com\/data-annotation-services\" target=\"_blank\" rel=\"noreferrer noopener\">3D or LiDAR Support<\/a><\/strong>? Go with Supervisely.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. Scalability &amp; Automation<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>Labelbox gets you covered when you need corporate-level automation and analytics.<\/p>\n\n\n\n<p>Dealing with large amounts of data and being as accurate as can be? Go with Scale AI.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. Data Security &amp; Access Control<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>Want to keep everything in-house? CVAT and Label Studio let you self-host.<\/p>\n\n\n\n<p>Need cloud compliance and enterprise security? Labelbox and Amazon Ground Truth are your best bets.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. Cost Model<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>Looking for free, open-source tools? Check out CVAT and Label Studio.<\/p>\n\n\n\n<p>If you need a managed solution with extra support and workforce options, Scale, Labelbox, and Supervisely offer subscription and licensing plans.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5. Collaboration &amp; Review Workflows<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>For strong QA and consistent data quality, pick platforms that support review layers and inter annotator agreement.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Annotation_Following_Trends_In_2026\"><\/span><strong>Data Annotation Following Trends In 202<\/strong>6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Now, most of the annotating is done by AI<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Platform<\/strong><\/td><td><strong>Type<\/strong><\/td><td><strong>Best Feature<\/strong><\/td><td><strong>Team Size Fit<\/strong><\/td><\/tr><tr><td>Labelbox<\/td><td>Enterprise<\/td><td>Workflow automation and analytics<\/td><td>Mid-large<\/td><\/tr><tr><td>Scale AI<\/td><td>Enterprise<\/td><td>Humans in the loop and data engines<\/td><td>Large or global<\/td><\/tr><tr><td>CVAT<\/td><td>Open-source<\/td><td>Video &amp; vision workflows<\/td><td>Technical teams<\/td><\/tr><tr><td>Label Studio<\/td><td>Open-source<\/td><td>Multimodal versatility<\/td><td>Researchers &amp; startups<\/td><\/tr><tr><td>Supervisely<\/td><td>Enterprise\/hybrid<\/td><td>3D + medical support<\/td><td>Industry-focused orgs<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Annotation%E2%80%82Following_Trends_In_2026\"><\/span><strong>Data Annotation\u2002Following Trends In 2026<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Now, most of the annotating\u2002is done by AI. Humans continue to play an important role in the more challenging pieces, but machines take care of\u2002much of the early labeling labor.<\/p>\n\n\n\n<p>Even quality checks\u2002are going smarter. If the tool has built-in AI, it flags all possible mistakes instantly instead of letting them accumulate and turn into a\u2002nightmare.<\/p>\n\n\n\n<p>Privacy\u2019s a big deal. More companies want self-hosted or hybrid cloud setups to keep sensitive data locked down.<\/p>\n\n\n\n<p>What are data engines? They\u2019re not stopping at labeling. The new platforms link up everything\u2014annotating, training, evaluating, even RLHF\u2014into one ongoing cycle.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Final_Thoughts\"><\/span><strong>Final Thoughts<\/strong><strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>There\u2019s no one-size-fits-all tool out there. So, which one is the best choice \u2014 well, that is up to your data type, the size of your project and your team, your budget, your compliance requirements, and how much customization or automation you demand. Whether that&#8217;s an enterprise option from a big name or an open-source one, the important bit is to have the good, clean, and reliable training data at the end that makes your AI learn better and faster.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"FAQ_Best_Data_Annotation_Tools_in_2026\"><\/span><strong>FAQ: Best Data Annotation Tools in 202<\/strong>6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><\/p>\n\n\n<div ><style>#sp-ea-2332 .spcollapsing { height: 0; overflow: hidden; transition-property: height;transition-duration: 300ms;}#sp-ea-2332.sp-easy-accordion>.sp-ea-single {margin-bottom: 10px; border: 1px solid #e2e2e2; }#sp-ea-2332.sp-easy-accordion>.sp-ea-single>.ea-header a {color: #444;}#sp-ea-2332.sp-easy-accordion>.sp-ea-single>.sp-collapse>.ea-body {background: #fff; color: #444;}#sp-ea-2332.sp-easy-accordion>.sp-ea-single {background: #eee;}#sp-ea-2332.sp-easy-accordion>.sp-ea-single>.ea-header a .ea-expand-icon { float: left; color: #444;font-size: 16px;}<\/style><div id=\"sp_easy_accordion-1767335477\"><div id=\"sp-ea-2332\" class=\"sp-ea-one sp-easy-accordion\" data-ea-active=\"ea-click\" data-ea-mode=\"vertical\" data-preloader=\"\" data-scroll-active-item=\"\" data-offset-to-scroll=\"0\"><div class=\"ea-card ea-expand sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" id=\"ea-header-23320\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse23320\" aria-controls=\"collapse23320\" href=\"#\" aria-expanded=\"true\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-minus\"><\/i> What are data annotation tools?<\/a><\/h3><div class=\"sp-collapse spcollapse collapsed show\" id=\"collapse23320\" data-parent=\"#sp-ea-2332\" role=\"region\" aria-labelledby=\"ea-header-23320\"> <div class=\"ea-body\"><p>Think of data annotation tools as platforms that let people\u2014or sometimes AI\u2014label things like images, videos, text, or audio. These labels help machine learning models make sense of the data and, well, learn from it.<\/p><\/div><\/div><\/div><div class=\"ea-card sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" id=\"ea-header-23321\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse23321\" aria-controls=\"collapse23321\" href=\"#\" aria-expanded=\"false\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-plus\"><\/i> Which are the best data annotation tools in 2026?<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse23321\" data-parent=\"#sp-ea-2332\" role=\"region\" aria-labelledby=\"ea-header-23321\"> <div class=\"ea-body\"><p>Some of the leading tools right now are Labelbox, Scale AI, CVAT, Label Studio, and Supervisely. That\u200b\u200d\u200b\u200c\u200d\u200b\u200d\u200c is a question that only you can answer yourself. This is highly dependent on your data\u2014the type of data, how much data needs labeling, and whether you want a turnkey enterprise solution or a more open-source, flexible solution.<\/p><\/div><\/div><\/div><div class=\"ea-card sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" id=\"ea-header-23322\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse23322\" aria-controls=\"collapse23322\" href=\"#\" aria-expanded=\"false\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-plus\"><\/i> What industries use annotation software?<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse23322\" data-parent=\"#sp-ea-2332\" role=\"region\" aria-labelledby=\"ea-header-23322\"> <div class=\"ea-body\"><p>Industries like autonomous vehicles, healthcare, retail, manufacturing, security, and NLP-based customer service use annotation tools to build computer vision, speech recognition, and language models.<\/p><\/div><\/div><\/div><div class=\"ea-card sp-ea-single\"><h3 class=\"ea-header\"><a class=\"collapsed\" id=\"ea-header-23323\" role=\"button\" data-sptoggle=\"spcollapse\" data-sptarget=\"#collapse23323\" aria-controls=\"collapse23323\" href=\"#\" aria-expanded=\"false\" tabindex=\"0\"><i aria-hidden=\"true\" role=\"presentation\" class=\"ea-expand-icon eap-icon-ea-expand-plus\"><\/i> How does AI help in data annotation?<\/a><\/h3><div class=\"sp-collapse spcollapse \" id=\"collapse23323\" data-parent=\"#sp-ea-2332\" role=\"region\" aria-labelledby=\"ea-header-23323\"> <div class=\"ea-body\"><p>The latest AI annotation tools have smart\u2002functions like auto pre-labeling, anomaly detection, smart suggestion etc., which not only speed up the operation but also increase accuracy and reduce manual work.<\/p><\/div><\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>The data is used as fuel for artificial intelligence\u2014but without appropriate tags, AI models can\u2019t decipher what they are searching, reading or listening to. Thus, the necessity of tools for Data Annotation Service arises. These platforms play a big role in converting raw datasets into organized, human-readable training material for AI and machine learning systems. [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":2326,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[22,1],"tags":[],"class_list":["post-2324","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-annotation","category-virtual-assistant"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Best Tools Used for Data Annotation in 2026 Trends - Velan-Virtual Assistant<\/title>\n<meta name=\"description\" content=\"Explore the best tools used for data annotation in 2026 and discover how they enhance AI and machine learning efficiency.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Tools Used for Data Annotation in 2026 Trends - Velan-Virtual Assistant\" \/>\n<meta property=\"og:description\" content=\"Explore the best tools used for data annotation in 2026 and discover how they enhance AI and machine learning efficiency.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/\" \/>\n<meta property=\"og:site_name\" content=\"Velan-Virtual Assistant\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/velanvirtualassistant\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-01-20T10:50:42+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-20T11:52:14+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-content\/uploads\/2025\/12\/What-Are-the-Best-Tools-Used-for-Data-Annotation-in-2025-2.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"750\" \/>\n\t<meta property=\"og:image:height\" content=\"393\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Jack Manu\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@velanvirtualass\" \/>\n<meta name=\"twitter:site\" content=\"@velanvirtualass\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Jack Manu\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/what-are-the-best-tools-used-for-data-annotation-in-2026\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/what-are-the-best-tools-used-for-data-annotation-in-2026\\\/\"},\"author\":{\"name\":\"Jack Manu\",\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/#\\\/schema\\\/person\\\/7eef3f50fc5970a25a888cdfc0e70a6e\"},\"headline\":\"What are the Best Tools Used for Data Annotation in 2026?\",\"datePublished\":\"2026-01-20T10:50:42+00:00\",\"dateModified\":\"2026-04-20T11:52:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/what-are-the-best-tools-used-for-data-annotation-in-2026\\\/\"},\"wordCount\":1139,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/what-are-the-best-tools-used-for-data-annotation-in-2026\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/What-Are-the-Best-Tools-Used-for-Data-Annotation-in-2025-2.jpg\",\"articleSection\":[\"Data Annotation\",\"Virtual Assistants\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/what-are-the-best-tools-used-for-data-annotation-in-2026\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/what-are-the-best-tools-used-for-data-annotation-in-2026\\\/\",\"url\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/what-are-the-best-tools-used-for-data-annotation-in-2026\\\/\",\"name\":\"Best Tools Used for Data Annotation in 2026 Trends - Velan-Virtual Assistant\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/what-are-the-best-tools-used-for-data-annotation-in-2026\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/what-are-the-best-tools-used-for-data-annotation-in-2026\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/What-Are-the-Best-Tools-Used-for-Data-Annotation-in-2025-2.jpg\",\"datePublished\":\"2026-01-20T10:50:42+00:00\",\"dateModified\":\"2026-04-20T11:52:14+00:00\",\"description\":\"Explore the best tools used for data annotation in 2026 and discover how they enhance AI and machine learning efficiency.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/what-are-the-best-tools-used-for-data-annotation-in-2026\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/what-are-the-best-tools-used-for-data-annotation-in-2026\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/what-are-the-best-tools-used-for-data-annotation-in-2026\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/What-Are-the-Best-Tools-Used-for-Data-Annotation-in-2025-2.jpg\",\"contentUrl\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/What-Are-the-Best-Tools-Used-for-Data-Annotation-in-2025-2.jpg\",\"width\":750,\"height\":393,\"caption\":\"Best-Tools-Used-for-Data-Annotation-in-2025\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/what-are-the-best-tools-used-for-data-annotation-in-2026\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"What are the Best Tools Used for Data Annotation in 2026?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/#website\",\"url\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/\",\"name\":\"Velan-Virtual Assistant\",\"description\":\"Velan-Virtual Assistant\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/#organization\",\"name\":\"Velan-Virtual Assistant\",\"url\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/wp-content\\\/uploads\\\/2022\\\/09\\\/logo.png\",\"contentUrl\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/wp-content\\\/uploads\\\/2022\\\/09\\\/logo.png\",\"width\":164,\"height\":50,\"caption\":\"Velan-Virtual Assistant\"},\"image\":{\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/velanvirtualassistant\\\/\",\"https:\\\/\\\/x.com\\\/velanvirtualass\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/velan-virtualassistants\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/#\\\/schema\\\/person\\\/7eef3f50fc5970a25a888cdfc0e70a6e\",\"name\":\"Jack Manu\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/manu.png\",\"url\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/manu.png\",\"contentUrl\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/manu.png\",\"caption\":\"Jack Manu\"},\"description\":\"Jack Manu, an outsourcing consultant at Velan, has more than a decade of experience in assisting real estate companies and real estate agents to improve the operational efficiency. He has been helping real estate agents including many REMAX agents to focus on their core business by offering transaction &amp; listing coordinator services, accounting service and social media marketing assistance.\",\"url\":\"https:\\\/\\\/www.velan-virtualassistants.com\\\/blogs\\\/author\\\/jack-manu\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Best Tools Used for Data Annotation in 2026 Trends - Velan-Virtual Assistant","description":"Explore the best tools used for data annotation in 2026 and discover how they enhance AI and machine learning efficiency.","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:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/","og_locale":"en_US","og_type":"article","og_title":"Best Tools Used for Data Annotation in 2026 Trends - Velan-Virtual Assistant","og_description":"Explore the best tools used for data annotation in 2026 and discover how they enhance AI and machine learning efficiency.","og_url":"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/","og_site_name":"Velan-Virtual Assistant","article_publisher":"https:\/\/www.facebook.com\/velanvirtualassistant\/","article_published_time":"2026-01-20T10:50:42+00:00","article_modified_time":"2026-04-20T11:52:14+00:00","og_image":[{"width":750,"height":393,"url":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-content\/uploads\/2025\/12\/What-Are-the-Best-Tools-Used-for-Data-Annotation-in-2025-2.jpg","type":"image\/jpeg"}],"author":"Jack Manu","twitter_card":"summary_large_image","twitter_creator":"@velanvirtualass","twitter_site":"@velanvirtualass","twitter_misc":{"Written by":"Jack Manu","Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#article","isPartOf":{"@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/"},"author":{"name":"Jack Manu","@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/#\/schema\/person\/7eef3f50fc5970a25a888cdfc0e70a6e"},"headline":"What are the Best Tools Used for Data Annotation in 2026?","datePublished":"2026-01-20T10:50:42+00:00","dateModified":"2026-04-20T11:52:14+00:00","mainEntityOfPage":{"@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/"},"wordCount":1139,"commentCount":0,"publisher":{"@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/#organization"},"image":{"@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#primaryimage"},"thumbnailUrl":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-content\/uploads\/2025\/12\/What-Are-the-Best-Tools-Used-for-Data-Annotation-in-2025-2.jpg","articleSection":["Data Annotation","Virtual Assistants"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/","url":"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/","name":"Best Tools Used for Data Annotation in 2026 Trends - Velan-Virtual Assistant","isPartOf":{"@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#primaryimage"},"image":{"@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#primaryimage"},"thumbnailUrl":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-content\/uploads\/2025\/12\/What-Are-the-Best-Tools-Used-for-Data-Annotation-in-2025-2.jpg","datePublished":"2026-01-20T10:50:42+00:00","dateModified":"2026-04-20T11:52:14+00:00","description":"Explore the best tools used for data annotation in 2026 and discover how they enhance AI and machine learning efficiency.","breadcrumb":{"@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#primaryimage","url":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-content\/uploads\/2025\/12\/What-Are-the-Best-Tools-Used-for-Data-Annotation-in-2025-2.jpg","contentUrl":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-content\/uploads\/2025\/12\/What-Are-the-Best-Tools-Used-for-Data-Annotation-in-2025-2.jpg","width":750,"height":393,"caption":"Best-Tools-Used-for-Data-Annotation-in-2025"},{"@type":"BreadcrumbList","@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/what-are-the-best-tools-used-for-data-annotation-in-2026\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.velan-virtualassistants.com\/blogs\/"},{"@type":"ListItem","position":2,"name":"What are the Best Tools Used for Data Annotation in 2026?"}]},{"@type":"WebSite","@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/#website","url":"https:\/\/www.velan-virtualassistants.com\/blogs\/","name":"Velan-Virtual Assistant","description":"Velan-Virtual Assistant","publisher":{"@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.velan-virtualassistants.com\/blogs\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/#organization","name":"Velan-Virtual Assistant","url":"https:\/\/www.velan-virtualassistants.com\/blogs\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/#\/schema\/logo\/image\/","url":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-content\/uploads\/2022\/09\/logo.png","contentUrl":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-content\/uploads\/2022\/09\/logo.png","width":164,"height":50,"caption":"Velan-Virtual Assistant"},"image":{"@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/velanvirtualassistant\/","https:\/\/x.com\/velanvirtualass","https:\/\/www.linkedin.com\/company\/velan-virtualassistants\/"]},{"@type":"Person","@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/#\/schema\/person\/7eef3f50fc5970a25a888cdfc0e70a6e","name":"Jack Manu","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-content\/uploads\/2024\/04\/manu.png","url":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-content\/uploads\/2024\/04\/manu.png","contentUrl":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-content\/uploads\/2024\/04\/manu.png","caption":"Jack Manu"},"description":"Jack Manu, an outsourcing consultant at Velan, has more than a decade of experience in assisting real estate companies and real estate agents to improve the operational efficiency. He has been helping real estate agents including many REMAX agents to focus on their core business by offering transaction &amp; listing coordinator services, accounting service and social media marketing assistance.","url":"https:\/\/www.velan-virtualassistants.com\/blogs\/author\/jack-manu\/"}]}},"_links":{"self":[{"href":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-json\/wp\/v2\/posts\/2324","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-json\/wp\/v2\/comments?post=2324"}],"version-history":[{"count":12,"href":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-json\/wp\/v2\/posts\/2324\/revisions"}],"predecessor-version":[{"id":2455,"href":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-json\/wp\/v2\/posts\/2324\/revisions\/2455"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-json\/wp\/v2\/media\/2326"}],"wp:attachment":[{"href":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-json\/wp\/v2\/media?parent=2324"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-json\/wp\/v2\/categories?post=2324"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.velan-virtualassistants.com\/blogs\/wp-json\/wp\/v2\/tags?post=2324"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}