{"id":8421,"date":"2025-11-18T14:02:57","date_gmt":"2025-11-18T14:02:57","guid":{"rendered":"https:\/\/www.prutech.com\/in\/?p=8421"},"modified":"2025-11-18T14:02:58","modified_gmt":"2025-11-18T14:02:58","slug":"ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world","status":"publish","type":"post","link":"https:\/\/www.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/","title":{"rendered":"AI, IoT &amp; Alerts: Reimagining Disaster Monitoring in a Changing World"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">What Does \u201cDisaster Monitoring\u201d Mean?<\/h3>\n\n\n\n<p class=\"\">Disaster monitoring refers to the use of scientific, digital, and communications tools to observe environmental or hazard signals (e.g. rainfall accumulation, seismic tremors, atmospheric anomalies), analyze them, predict future developments (e.g. flood paths, fire spread, storm trajectories), and issue alerts to governments, first responders, and the public. Key components include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Remote sensing (satellites, Doppler radar, weather stations)<\/li>\n\n\n\n<li class=\"\">Sensor networks (IoT devices, ground sensors)<\/li>\n\n\n\n<li class=\"\">Crowdsourced\/mobile phone data<\/li>\n\n\n\n<li class=\"\">Artificial intelligence \/ machine learning for pattern detection and forecasting<\/li>\n\n\n\n<li class=\"\">Early warning systems + alert dissemination infrastructure<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">The Statistics say it all<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Deaths from weather, climate and water-related disasters dropped from over 50,000 per year in the 1970s to below 20,000 per year in the 2010s, thanks largely to better monitoring, early warnings and disaster risk management.<\/li>\n\n\n\n<li class=\"\">Over the past 50 years, climate-related disasters have risen roughly fivefold.<\/li>\n\n\n\n<li class=\"\">Although economic losses are increasing, better early warning systems have helped reduce fatalities significantly. For example, improved early warnings and coordinated disaster management have cut disaster-related deaths from >50,000 per year to under 20,000.<\/li>\n\n\n\n<li class=\"\">About 30% of the global population is still not covered by adequate early warning systems.<\/li>\n\n\n\n<li class=\"\">Only ~40% of the most vulnerable countries (Least Developed Countries and Small Island Developing States) have robust multi-hazard early warning systems.<\/li>\n\n\n\n<li class=\"\">In Samoa, every US $1 invested in early warning services for cyclone hazards yields about US $6 in benefits.<\/li>\n\n\n\n<li class=\"\">In 2024 anticipatory actions (preparations taken before hazards fully strike) were implemented in 45 countries, covering 17 hazards, and reached over 17 million people, with funding of around US$110.7 million.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">The Role of Emerging Technologies<\/h3>\n\n\n\n<p class=\"\">Technology is evolving rapidly, and several trends are especially promising:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\"><strong>IoT + Edge Sensors<\/strong>: Networks of low-cost sensors for rainfall, river levels, atmospheric shifts. These provide hyper-local, real-time data.<\/li>\n\n\n\n<li class=\"\"><strong>Artificial Intelligence &amp; Machine Learning<\/strong>: For forecasting, pattern recognition (e.g. spotting wildfires early via thermal imaging), improving alert accuracy, and reducing false positives.<\/li>\n\n\n\n<li class=\"\"><strong>Unmanned Aerial Vehicles (Drones):<\/strong> For post-disaster assessment (e.g. damage estimation), rapid mapping, and monitoring in remote or dangerous zones.<\/li>\n\n\n\n<li class=\"\"><strong>Crowd-sourced\/mobile networks<\/strong>: Smartphones and mobile alerts help reach many people, especially in countries where traditional infrastructure is weak. The AEA example (above) is an illustration.<\/li>\n\n\n\n<li class=\"\"><strong>Satellite &amp; Space-based Monitoring Systems<\/strong>: Satellites help with detecting events (e.g. ocean tsunamis, storm systems, atmospheric disturbances). Systems like Guardian show how this adds crucial lead time.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Conclusion<\/h3>\n\n\n\n<p class=\"\">Harnessing technology for disaster monitoring gives humanity one of its strongest defenses against the rising threat of natural hazards. The statistics are hopeful: fewer lives lost, better predictions, earlier alerts. But there is still a long road ahead. We must close gaps in coverage, improve systems with investments, ensure trust and communication are robust, and always focus on serving the most vulnerable.<\/p>\n\n\n\n<p class=\"\"><strong>Because when every second counts those seconds must be backed by science, data, technology, and most importantly, people who know what to do.<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Climate change, rapid urbanization, and environmental degradation are driving both the frequency and intensity of natural disasters. Floods, storms, heatwaves, wildfires, earthquakes, no region is immune. In this context, technologies that monitor, forecast, and alert communities ahead of disasters are not just \u201cnice to have\u201d, they are essential tools for preserving lives, livelihoods, and infrastructure.<\/p>\n","protected":false},"author":1,"featured_media":8422,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"nf_dc_page":"","om_disable_all_campaigns":false,"footnotes":""},"categories":[630,53,637,675],"tags":[],"class_list":["post-8421","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-blog","category-iot","category-services"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI, IoT &amp; Alerts: Reimagining Disaster Monitoring in a Changing World - PruTech India | Innovative IT Solutions in AI, IoT, Cloud &amp; Digital Transformation<\/title>\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.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI, IoT &amp; Alerts: Reimagining Disaster Monitoring in a Changing World - PruTech India | Innovative IT Solutions in AI, IoT, Cloud &amp; Digital Transformation\" \/>\n<meta property=\"og:description\" content=\"Climate change, rapid urbanization, and environmental degradation are driving both the frequency and intensity of natural disasters. Floods, storms, heatwaves, wildfires, earthquakes, no region is immune. In this context, technologies that monitor, forecast, and alert communities ahead of disasters are not just \u201cnice to have\u201d, they are essential tools for preserving lives, livelihoods, and infrastructure.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/\" \/>\n<meta property=\"og:site_name\" content=\"PruTech India | Innovative IT Solutions in AI, IoT, Cloud &amp; Digital Transformation\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-18T14:02:57+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-11-18T14:02:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.prutech.com\/in\/wp-content\/uploads\/2025\/11\/Reimagining-Disaster-Monitoring-in-a-Changing-World.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1734\" \/>\n\t<meta property=\"og:image:height\" content=\"1176\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Prutech India\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Prutech India\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\\\/\"},\"author\":{\"name\":\"Prutech India\",\"@id\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/#\\\/schema\\\/person\\\/2a992c7401c4687b0fb6f80d56a9d43b\"},\"headline\":\"AI, IoT &amp; Alerts: Reimagining Disaster Monitoring in a Changing World\",\"datePublished\":\"2025-11-18T14:02:57+00:00\",\"dateModified\":\"2025-11-18T14:02:58+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\\\/\"},\"wordCount\":474,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/Reimagining-Disaster-Monitoring-in-a-Changing-World.png\",\"articleSection\":[\"AI\",\"Blog\",\"IoT\",\"Services\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.prutech.com\\\/in\\\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\\\/\",\"url\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\\\/\",\"name\":\"AI, IoT &amp; Alerts: Reimagining Disaster Monitoring in a Changing World - PruTech India | Innovative IT Solutions in AI, IoT, Cloud &amp; Digital Transformation\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/Reimagining-Disaster-Monitoring-in-a-Changing-World.png\",\"datePublished\":\"2025-11-18T14:02:57+00:00\",\"dateModified\":\"2025-11-18T14:02:58+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/#\\\/schema\\\/person\\\/2a992c7401c4687b0fb6f80d56a9d43b\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.prutech.com\\\/in\\\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/Reimagining-Disaster-Monitoring-in-a-Changing-World.png\",\"contentUrl\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/Reimagining-Disaster-Monitoring-in-a-Changing-World.png\",\"width\":1734,\"height\":1176},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI, IoT &amp; Alerts: Reimagining Disaster Monitoring in a Changing World\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/#website\",\"url\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/\",\"name\":\"PruTech India | Innovative IT Solutions in AI, IoT, Cloud &amp; Digital Transformation\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/#\\\/schema\\\/person\\\/2a992c7401c4687b0fb6f80d56a9d43b\",\"name\":\"Prutech India\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b4d90344e9163e4999bfbda43d625bdf69d2a843554468f9848919d772bff9a7?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b4d90344e9163e4999bfbda43d625bdf69d2a843554468f9848919d772bff9a7?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b4d90344e9163e4999bfbda43d625bdf69d2a843554468f9848919d772bff9a7?s=96&d=mm&r=g\",\"caption\":\"Prutech India\"},\"sameAs\":[\"https:\\\/\\\/prutechindia.com\"],\"url\":\"https:\\\/\\\/www.prutech.com\\\/in\\\/author\\\/prutech-india\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI, IoT &amp; Alerts: Reimagining Disaster Monitoring in a Changing World - PruTech India | Innovative IT Solutions in AI, IoT, Cloud &amp; Digital Transformation","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.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/","og_locale":"en_US","og_type":"article","og_title":"AI, IoT &amp; Alerts: Reimagining Disaster Monitoring in a Changing World - PruTech India | Innovative IT Solutions in AI, IoT, Cloud &amp; Digital Transformation","og_description":"Climate change, rapid urbanization, and environmental degradation are driving both the frequency and intensity of natural disasters. Floods, storms, heatwaves, wildfires, earthquakes, no region is immune. In this context, technologies that monitor, forecast, and alert communities ahead of disasters are not just \u201cnice to have\u201d, they are essential tools for preserving lives, livelihoods, and infrastructure.","og_url":"https:\/\/www.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/","og_site_name":"PruTech India | Innovative IT Solutions in AI, IoT, Cloud &amp; Digital Transformation","article_published_time":"2025-11-18T14:02:57+00:00","article_modified_time":"2025-11-18T14:02:58+00:00","og_image":[{"width":1734,"height":1176,"url":"https:\/\/www.prutech.com\/in\/wp-content\/uploads\/2025\/11\/Reimagining-Disaster-Monitoring-in-a-Changing-World.png","type":"image\/png"}],"author":"Prutech India","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Prutech India","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/#article","isPartOf":{"@id":"https:\/\/www.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/"},"author":{"name":"Prutech India","@id":"https:\/\/www.prutech.com\/in\/#\/schema\/person\/2a992c7401c4687b0fb6f80d56a9d43b"},"headline":"AI, IoT &amp; Alerts: Reimagining Disaster Monitoring in a Changing World","datePublished":"2025-11-18T14:02:57+00:00","dateModified":"2025-11-18T14:02:58+00:00","mainEntityOfPage":{"@id":"https:\/\/www.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/"},"wordCount":474,"commentCount":0,"image":{"@id":"https:\/\/www.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/#primaryimage"},"thumbnailUrl":"https:\/\/www.prutech.com\/in\/wp-content\/uploads\/2025\/11\/Reimagining-Disaster-Monitoring-in-a-Changing-World.png","articleSection":["AI","Blog","IoT","Services"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/","url":"https:\/\/www.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/","name":"AI, IoT &amp; Alerts: Reimagining Disaster Monitoring in a Changing World - PruTech India | Innovative IT Solutions in AI, IoT, Cloud &amp; Digital Transformation","isPartOf":{"@id":"https:\/\/www.prutech.com\/in\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/#primaryimage"},"image":{"@id":"https:\/\/www.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/#primaryimage"},"thumbnailUrl":"https:\/\/www.prutech.com\/in\/wp-content\/uploads\/2025\/11\/Reimagining-Disaster-Monitoring-in-a-Changing-World.png","datePublished":"2025-11-18T14:02:57+00:00","dateModified":"2025-11-18T14:02:58+00:00","author":{"@id":"https:\/\/www.prutech.com\/in\/#\/schema\/person\/2a992c7401c4687b0fb6f80d56a9d43b"},"breadcrumb":{"@id":"https:\/\/www.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/#primaryimage","url":"https:\/\/www.prutech.com\/in\/wp-content\/uploads\/2025\/11\/Reimagining-Disaster-Monitoring-in-a-Changing-World.png","contentUrl":"https:\/\/www.prutech.com\/in\/wp-content\/uploads\/2025\/11\/Reimagining-Disaster-Monitoring-in-a-Changing-World.png","width":1734,"height":1176},{"@type":"BreadcrumbList","@id":"https:\/\/www.prutech.com\/in\/ai-iot-alerts-reimagining-disaster-monitoring-in-a-changing-world\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.prutech.com\/in\/"},{"@type":"ListItem","position":2,"name":"AI, IoT &amp; Alerts: Reimagining Disaster Monitoring in a Changing World"}]},{"@type":"WebSite","@id":"https:\/\/www.prutech.com\/in\/#website","url":"https:\/\/www.prutech.com\/in\/","name":"PruTech India | Innovative IT Solutions in AI, IoT, Cloud &amp; Digital Transformation","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.prutech.com\/in\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.prutech.com\/in\/#\/schema\/person\/2a992c7401c4687b0fb6f80d56a9d43b","name":"Prutech India","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/b4d90344e9163e4999bfbda43d625bdf69d2a843554468f9848919d772bff9a7?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/b4d90344e9163e4999bfbda43d625bdf69d2a843554468f9848919d772bff9a7?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b4d90344e9163e4999bfbda43d625bdf69d2a843554468f9848919d772bff9a7?s=96&d=mm&r=g","caption":"Prutech India"},"sameAs":["https:\/\/prutechindia.com"],"url":"https:\/\/www.prutech.com\/in\/author\/prutech-india\/"}]}},"_links":{"self":[{"href":"https:\/\/www.prutech.com\/in\/wp-json\/wp\/v2\/posts\/8421","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.prutech.com\/in\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.prutech.com\/in\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.prutech.com\/in\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.prutech.com\/in\/wp-json\/wp\/v2\/comments?post=8421"}],"version-history":[{"count":1,"href":"https:\/\/www.prutech.com\/in\/wp-json\/wp\/v2\/posts\/8421\/revisions"}],"predecessor-version":[{"id":8423,"href":"https:\/\/www.prutech.com\/in\/wp-json\/wp\/v2\/posts\/8421\/revisions\/8423"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.prutech.com\/in\/wp-json\/wp\/v2\/media\/8422"}],"wp:attachment":[{"href":"https:\/\/www.prutech.com\/in\/wp-json\/wp\/v2\/media?parent=8421"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.prutech.com\/in\/wp-json\/wp\/v2\/categories?post=8421"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.prutech.com\/in\/wp-json\/wp\/v2\/tags?post=8421"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}