{"id":2679,"date":"2025-07-16T09:48:37","date_gmt":"2025-07-16T09:48:37","guid":{"rendered":"https:\/\/inprotech.es\/?p=2679"},"modified":"2025-07-16T09:49:03","modified_gmt":"2025-07-16T09:49:03","slug":"predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool","status":"publish","type":"post","link":"https:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/","title":{"rendered":"Predictive Maintenance in OT Systems: InprOTech Guardian as the Key Tool"},"content":{"rendered":"

Predictive <\/span>maintenance<\/b> has become a <\/span>strategic pillar<\/b> for modern industry, especially in <\/span>OT environments<\/b> (Operational Technology), where <\/span>availability and <\/span>system reliability are critical. This strategy aims to <\/span>anticipate failures before they occur<\/b>, through continuous monitoring and intelligent analysis of operational data. However, for predictive maintenance to be truly effective in a connected industrial environment, it must also incorporate a <\/span>cybersecurity dimension.<\/span><\/p>\n

This is where <\/span>InprOTech Guardian<\/b><\/a> comes into play \u2014 a <\/span>platform designed to protect OT environments<\/b> that also provides the capabilities needed to take <\/span>predictive maintenance to the next level.<\/span><\/p>\n\n

How does Guardian contribute to predictive maintenance?<\/b><\/h2>\n

Asset discovery and dynamic network mapping<\/b><\/h3>\n

Guardian enables the creation of a live and accurate inventory of all devices<\/strong> <\/span>present in the network,<\/span> including: <\/strong>PLCs, <\/span>SCADAs, <\/span>industrial routers, <\/span>sensors, <\/span>wireless and unauthorized devices. It automatically classifies them by <\/span>Purdue level, <\/span>manufacturer, <\/span>firmware, and <\/span>criticality. This allows to <\/span>prioritize maintenance tasks and detect <\/span>suspicious changes.<\/span><\/p>\n

Monitoring industrial traffic as a diagnostic source<\/b><\/h3>\n

Guardian provides <\/span>deep packet inspection of OT traffic (DPI), visualizing <\/span>interactions<\/b>, <\/span>anomalous traffic<\/b> or <\/span>inactive services<\/b>. If a <\/span>PLC stops emitting cyclic traffic or behaves abnormally, it could be a technical failure or an attack.<\/p>\n

Analysis with AI\/ML algorithms trained in OT environments<\/b><\/h3>\n

\"\"<\/p>\n

Guardian’s artificial intelligence engine identifies <\/span>deviations<\/b>, <\/span>degradations<\/b>, <\/span>intermittent errors<\/b>, or <\/span>patterns<\/b> that might go unnoticed without AI, anticipating <\/span>technical failures or <\/span>cyber threats.<\/span><\/p>\n

Custom static rules for technical alerts<\/b><\/h3>\n

Guardian allows configuring <\/span>specific alerts<\/b> for maintenance: <\/span>unauthorized writes<\/b>, <\/span>unexpected reboots<\/b>, etc. These rules help detect <\/span>anomalous conditions<\/b> in a <\/span>precise<\/b> and <\/span>automated<\/b> way.<\/span><\/p>\n

\"\"<\/h3>\n

Guardian generates <\/span>weekly reports<\/b> with <\/span>key technical information: scoring, traffic, alerts, public IPs, etc. This allows maintenance planning or <\/span>proactive risk assessment.<\/strong><\/p>\n

Integration of maintenance and cybersecurity: a strategic advantage<\/b><\/h3>\n

The line between a <\/span>technical failure and a security incident is increasingly blurred. Guardian helps <\/span>correlate both worlds, providing <\/span>technical and <\/span>cybersecurity context for <\/span>informed<\/b> and <\/span>reactive decisions<\/b>.<\/span><\/p>\n

Conclusion<\/b><\/h2>\n

Using <\/span>Guardian<\/b> as part of a <\/span>predictive maintenance<\/b> plan enables:<\/span><\/p>\n

    \n
  • Achieving <\/span>full and updated visibility<\/b> of industrial devices.<\/li>\n
  • Detecting <\/span>anomalous behavior<\/b> in advance.<\/span><\/li>\n
  • Correlating technical alerts<\/b> with possible <\/span>physical or cyber causes.<\/li>\n
  • Prioritizing maintenance resources<\/b> according to <\/span>criticality and network context.<\/li>\n
  • Increasing operational resilience<\/b> against <\/span>failures and attacks.<\/li>\n<\/ul>\n

    In summary, <\/span>Guardian<\/b> turns <\/span>OT monitoring<\/b> into an <\/span>active source of prevention<\/b>, <\/span>reducing risk<\/b>, <\/span>improving planning<\/b>, and anticipating <\/span>mechanical and digital threats<\/b>.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

    Predictive maintenance has become a strategic pillar for modern industry, especially in OT environments (Operational Technology), where availability and system reliability are critical. This strategy aims to anticipate failures before they occur, through continuous monitoring and intelligent analysis of operational data. However, for predictive maintenance to be truly effective in a connected industrial environment, it…<\/p>\n","protected":false},"author":1,"featured_media":2672,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[49,17],"tags":[],"class_list":["post-2679","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-guardian-en","category-techpapers-en"],"acf":[],"yoast_head":"\nPredictive Maintenance in OT Systems: InprOTech Guardian as the Key Tool - InprOTech<\/title>\n<meta name=\"description\" content=\"InprOTech Guardian enhances predictive maintenance in OT environments by combining operational visibility and cybersecurity to anticipate failures and improve industrial resilience.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Predictive Maintenance in OT Systems: InprOTech Guardian as the Key Tool - InprOTech\" \/>\n<meta property=\"og:description\" content=\"InprOTech Guardian enhances predictive maintenance in OT environments by combining operational visibility and cybersecurity to anticipate failures and improve industrial resilience.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/\" \/>\n<meta property=\"og:site_name\" content=\"InprOTech\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-16T09:48:37+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-16T09:49:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/inprotech.es\/wp-content\/uploads\/2025\/07\/44.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\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:\\\/\\\/inprotech.es\\\/en\\\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/inprotech.es\\\/en\\\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\\\/\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\\\/\\\/inprotech.es\\\/#\\\/schema\\\/person\\\/cb0ae1292b18b48c1e89b0e4e7ef15d9\"},\"headline\":\"Predictive Maintenance in OT Systems: InprOTech Guardian as the Key Tool\",\"datePublished\":\"2025-07-16T09:48:37+00:00\",\"dateModified\":\"2025-07-16T09:49:03+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/inprotech.es\\\/en\\\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\\\/\"},\"wordCount\":396,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/inprotech.es\\\/en\\\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/inprotech.es\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/44.jpg\",\"articleSection\":[\"Guardian\",\"Techpapers\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/inprotech.es\\\/en\\\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/inprotech.es\\\/en\\\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\\\/\",\"url\":\"https:\\\/\\\/inprotech.es\\\/en\\\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\\\/\",\"name\":\"Predictive Maintenance in OT Systems: InprOTech Guardian as the Key Tool - InprOTech\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/inprotech.es\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/inprotech.es\\\/en\\\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/inprotech.es\\\/en\\\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/inprotech.es\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/44.jpg\",\"datePublished\":\"2025-07-16T09:48:37+00:00\",\"dateModified\":\"2025-07-16T09:49:03+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/inprotech.es\\\/#\\\/schema\\\/person\\\/cb0ae1292b18b48c1e89b0e4e7ef15d9\"},\"description\":\"InprOTech Guardian enhances predictive maintenance in OT environments by combining operational visibility and cybersecurity to anticipate failures and improve industrial resilience.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/inprotech.es\\\/en\\\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/inprotech.es\\\/en\\\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/inprotech.es\\\/en\\\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\\\/#primaryimage\",\"url\":\"https:\\\/\\\/inprotech.es\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/44.jpg\",\"contentUrl\":\"https:\\\/\\\/inprotech.es\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/44.jpg\",\"width\":1200,\"height\":630},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/inprotech.es\\\/en\\\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Portada\",\"item\":\"https:\\\/\\\/inprotech.es\\\/en\\\/pagina-de-inicio\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Predictive Maintenance in OT Systems: InprOTech Guardian as the Key Tool\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/inprotech.es\\\/#website\",\"url\":\"https:\\\/\\\/inprotech.es\\\/\",\"name\":\"InprOTech\",\"description\":\"The Cybersecurity Solution for the Industrial Environment\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/inprotech.es\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/inprotech.es\\\/#\\\/schema\\\/person\\\/cb0ae1292b18b48c1e89b0e4e7ef15d9\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/d903daf71b546605502fd9841b9dc598cc8d3a04ee26680ca18eb3633e5209be?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/d903daf71b546605502fd9841b9dc598cc8d3a04ee26680ca18eb3633e5209be?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/d903daf71b546605502fd9841b9dc598cc8d3a04ee26680ca18eb3633e5209be?s=96&d=mm&r=g\",\"caption\":\"admin\"},\"sameAs\":[\"https:\\\/\\\/inprotech.es\"],\"url\":\"https:\\\/\\\/inprotech.es\\\/en\\\/author\\\/moon\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Predictive Maintenance in OT Systems: InprOTech Guardian as the Key Tool - InprOTech","description":"InprOTech Guardian enhances predictive maintenance in OT environments by combining operational visibility and cybersecurity to anticipate failures and improve industrial resilience.","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:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/","og_locale":"en_US","og_type":"article","og_title":"Predictive Maintenance in OT Systems: InprOTech Guardian as the Key Tool - InprOTech","og_description":"InprOTech Guardian enhances predictive maintenance in OT environments by combining operational visibility and cybersecurity to anticipate failures and improve industrial resilience.","og_url":"https:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/","og_site_name":"InprOTech","article_published_time":"2025-07-16T09:48:37+00:00","article_modified_time":"2025-07-16T09:49:03+00:00","og_image":[{"width":1200,"height":630,"url":"https:\/\/inprotech.es\/wp-content\/uploads\/2025\/07\/44.jpg","type":"image\/jpeg"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"Written by":"admin","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/#article","isPartOf":{"@id":"https:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/"},"author":{"name":"admin","@id":"https:\/\/inprotech.es\/#\/schema\/person\/cb0ae1292b18b48c1e89b0e4e7ef15d9"},"headline":"Predictive Maintenance in OT Systems: InprOTech Guardian as the Key Tool","datePublished":"2025-07-16T09:48:37+00:00","dateModified":"2025-07-16T09:49:03+00:00","mainEntityOfPage":{"@id":"https:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/"},"wordCount":396,"commentCount":0,"image":{"@id":"https:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/#primaryimage"},"thumbnailUrl":"https:\/\/inprotech.es\/wp-content\/uploads\/2025\/07\/44.jpg","articleSection":["Guardian","Techpapers"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/","url":"https:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/","name":"Predictive Maintenance in OT Systems: InprOTech Guardian as the Key Tool - InprOTech","isPartOf":{"@id":"https:\/\/inprotech.es\/#website"},"primaryImageOfPage":{"@id":"https:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/#primaryimage"},"image":{"@id":"https:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/#primaryimage"},"thumbnailUrl":"https:\/\/inprotech.es\/wp-content\/uploads\/2025\/07\/44.jpg","datePublished":"2025-07-16T09:48:37+00:00","dateModified":"2025-07-16T09:49:03+00:00","author":{"@id":"https:\/\/inprotech.es\/#\/schema\/person\/cb0ae1292b18b48c1e89b0e4e7ef15d9"},"description":"InprOTech Guardian enhances predictive maintenance in OT environments by combining operational visibility and cybersecurity to anticipate failures and improve industrial resilience.","breadcrumb":{"@id":"https:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/#primaryimage","url":"https:\/\/inprotech.es\/wp-content\/uploads\/2025\/07\/44.jpg","contentUrl":"https:\/\/inprotech.es\/wp-content\/uploads\/2025\/07\/44.jpg","width":1200,"height":630},{"@type":"BreadcrumbList","@id":"https:\/\/inprotech.es\/en\/predictive-maintenance-in-ot-systems-inprotech-guardian-as-the-key-tool\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Portada","item":"https:\/\/inprotech.es\/en\/pagina-de-inicio\/"},{"@type":"ListItem","position":2,"name":"Predictive Maintenance in OT Systems: InprOTech Guardian as the Key Tool"}]},{"@type":"WebSite","@id":"https:\/\/inprotech.es\/#website","url":"https:\/\/inprotech.es\/","name":"InprOTech","description":"The Cybersecurity Solution for the Industrial Environment","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/inprotech.es\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/inprotech.es\/#\/schema\/person\/cb0ae1292b18b48c1e89b0e4e7ef15d9","name":"admin","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/d903daf71b546605502fd9841b9dc598cc8d3a04ee26680ca18eb3633e5209be?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/d903daf71b546605502fd9841b9dc598cc8d3a04ee26680ca18eb3633e5209be?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/d903daf71b546605502fd9841b9dc598cc8d3a04ee26680ca18eb3633e5209be?s=96&d=mm&r=g","caption":"admin"},"sameAs":["https:\/\/inprotech.es"],"url":"https:\/\/inprotech.es\/en\/author\/moon\/"}]}},"_links":{"self":[{"href":"https:\/\/inprotech.es\/en\/wp-json\/wp\/v2\/posts\/2679","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/inprotech.es\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/inprotech.es\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/inprotech.es\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/inprotech.es\/en\/wp-json\/wp\/v2\/comments?post=2679"}],"version-history":[{"count":1,"href":"https:\/\/inprotech.es\/en\/wp-json\/wp\/v2\/posts\/2679\/revisions"}],"predecessor-version":[{"id":2681,"href":"https:\/\/inprotech.es\/en\/wp-json\/wp\/v2\/posts\/2679\/revisions\/2681"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/inprotech.es\/en\/wp-json\/wp\/v2\/media\/2672"}],"wp:attachment":[{"href":"https:\/\/inprotech.es\/en\/wp-json\/wp\/v2\/media?parent=2679"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/inprotech.es\/en\/wp-json\/wp\/v2\/categories?post=2679"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/inprotech.es\/en\/wp-json\/wp\/v2\/tags?post=2679"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}