{"id":3231,"date":"2025-07-03T09:15:29","date_gmt":"2025-07-03T07:15:29","guid":{"rendered":"https:\/\/staging.puurdata.nl\/?page_id=3231"},"modified":"2025-10-20T14:08:08","modified_gmt":"2025-10-20T12:08:08","slug":"mlops","status":"publish","type":"page","link":"https:\/\/puurdata.nl\/uk\/ai-center-of-excellence\/mlops\/","title":{"rendered":"MLOps"},"content":{"rendered":"<div id=\"fws_6a5f5c776fad1\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row full-width-section headerBox\"  style=\"padding-top: 0px; padding-bottom: 0px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer using-image\" ><div class=\"row-bg viewport-desktop using-image using-bg-color\"  style=\"background-image: url(https:\/\/puurdata.nl\/wp-content\/uploads\/2019\/07\/header.png); background-position: center bottom; background-repeat: no-repeat; background-color: #ffffff; \"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div id=\"fws_6a5f5c77701d1\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row vc_row-o-equal-height vc_row-flex vc_row-o-content-middle\"  style=\"padding-top: 10%; padding-bottom: 20%; \"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-8 wpb_column column_container vc_column_container col child_column padding-2-percent inherit_tablet inherit_phone\"   data-padding-pos=\"right\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h1 style=\"text-align: left\" class=\"vc_custom_heading vc_do_custom_heading headerText\" >MLOps<\/h1>\n<div class=\"wpb_text_column wpb_content_element  headerText\" >\n\t<div class=\"wpb_wrapper\">\n\t\t<h4>Build reliable and explainable AI<\/h4>\n\t<\/div>\n<\/div>\n\n\n\n\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n\n\t<div  class=\"vc_col-sm-4 wpb_column column_container vc_column_container col child_column padding-2-percent inherit_tablet inherit_phone\"   data-padding-pos=\"left\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t<div id=\"fws_6a5f5c7770e3c\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row full-width-section\"  style=\"padding-top: 100px; padding-bottom: 50px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop using-bg-color\"  style=\"background-color: #ffffff; \"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div id=\"fws_6a5f5c7771196\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row vc_row-o-equal-height vc_row-flex vc_row-o-content-middle\"  style=\"\"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-6 wpb_column column_container vc_column_container col child_column padding-2-percent inherit_tablet inherit_phone\"   data-padding-pos=\"right\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div class=\"img-with-aniamtion-wrap center\" data-max-width=\"75%\" data-max-width-mobile=\"default\" data-shadow=\"none\" data-animation=\"fade-in\" >\n      <div class=\"inner\">\n        <div class=\"hover-wrap\"> \n          <div class=\"hover-wrap-inner\">\n            <img loading=\"lazy\" decoding=\"async\" class=\"img-with-animation skip-lazy\" data-delay=\"0\" height=\"756\" width=\"756\" data-animation=\"fade-in\" src=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_iconen__MLOps.png\" alt=\"\" srcset=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_iconen__MLOps.png 756w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_iconen__MLOps-300x300.png 300w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_iconen__MLOps-150x150.png 150w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_iconen__MLOps-12x12.png 12w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_iconen__MLOps-140x140.png 140w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_iconen__MLOps-100x100.png 100w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_iconen__MLOps-500x500.png 500w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_iconen__MLOps-350x350.png 350w\" sizes=\"auto, (max-width: 756px) 100vw, 756px\" \/>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n\n\t<div  class=\"vc_col-sm-6 wpb_column column_container vc_column_container col child_column padding-2-percent inherit_tablet inherit_phone\"   data-padding-pos=\"left\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3 style=\"text-align: left;font-family:Abril Fatface;font-weight:400;font-style:normal\" class=\"vc_custom_heading vc_do_custom_heading\" >MLOps is een reeks praktijken die als doel hebben machine learning-modellen in productie te brengen en te onderhouden. De naam is een samentrekking van 'Machine Learning' en 'DevOps'.<\/h3>\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<div class=\"wpb_wrapper\">\n\t\t<p>MLOps (Machine Learning Operations) is the set of processes, technologies and best practices that make AI solutions manageable, scalable and secure. It brings together machine learning, IT management and data governance into one integrated process.<\/p>\n<p>At PuurData, we ensure that your AI not only works effectively, but is also explainable, auditable and compliant. MLOps is therefore the essential foundation for any sustainable AI application.<\/p>\n\t<\/div>\n<\/div>\n\n\n\n\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t<div id=\"fws_6a5f5c77722ba\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row full-width-section\"  style=\"padding-top: 50px; padding-bottom: 100px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop using-bg-color\"  style=\"background-color: #ffffff; \"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div id=\"fws_6a5f5c7772617\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row vc_row-o-equal-height vc_row-flex vc_row-o-content-middle\"  style=\"\"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-6 wpb_column column_container vc_column_container col child_column padding-2-percent inherit_tablet inherit_phone\"   data-padding-pos=\"right\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3 style=\"text-align: left\" class=\"vc_custom_heading vc_do_custom_heading\" >What can you do with MLOps?<\/h3>\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<div class=\"wpb_wrapper\">\n\t\t<ul>\n<li><strong>Model lifecycle management<\/strong> \u2013 From training and validation to deployment and updates: ensure every model is traceable and functions correctly.<\/li>\n<li><strong>Monitoring &amp; alerts<\/strong> \u2013 Receive notifications for deviations in data patterns, performance drops, or ethical conflicts.<\/li>\n<li><strong>Data drift detection<\/strong> \u2013 Signal when reality deviates from your training data \u2013 and take action.<\/li>\n<li><strong>Audit trail and compliance<\/strong> \u2013 Establish which models are running, what data they are trained on, and how decisions are made.<\/li>\n<li><strong>Governance and Security<\/strong> \u2013 Limit risks with access control, version control, and built-in ethical frameworks.<\/li>\n<\/ul>\n\t<\/div>\n<\/div>\n\n\n\n\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n\n\t<div  class=\"vc_col-sm-6 wpb_column column_container vc_column_container col child_column padding-2-percent inherit_tablet inherit_phone\"   data-padding-pos=\"left\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div class=\"img-with-aniamtion-wrap center\" data-max-width=\"75%\" data-max-width-mobile=\"default\" data-shadow=\"none\" data-animation=\"fade-in\" >\n      <div class=\"inner\">\n        <div class=\"hover-wrap\"> \n          <div class=\"hover-wrap-inner\">\n            <img loading=\"lazy\" decoding=\"async\" class=\"img-with-animation skip-lazy\" data-delay=\"0\" height=\"2560\" width=\"2560\" data-animation=\"fade-in\" src=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-11-scaled.png\" alt=\"\" srcset=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-11-scaled.png 2560w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-11-300x300.png 300w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-11-1024x1024.png 1024w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-11-150x150.png 150w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-11-768x768.png 768w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-11-1536x1536.png 1536w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-11-2048x2048.png 2048w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-11-12x12.png 12w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-11-140x140.png 140w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-11-100x100.png 100w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-11-500x500.png 500w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-11-350x350.png 350w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-11-1000x1000.png 1000w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-11-800x800.png 800w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t<div id=\"fws_6a5f5c7773644\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row full-width-section\"  style=\"padding-top: 50px; padding-bottom: 50px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop\"  style=\"\"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div id=\"fws_6a5f5c77739f2\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row vc_row-o-equal-height vc_row-flex vc_row-o-content-middle\"  style=\"\"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-6 wpb_column column_container vc_column_container col child_column padding-2-percent inherit_tablet inherit_phone\"   data-padding-pos=\"right\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div class=\"img-with-aniamtion-wrap center\" data-max-width=\"75%\" data-max-width-mobile=\"default\" data-shadow=\"none\" data-animation=\"fade-in\" >\n      <div class=\"inner\">\n        <div class=\"hover-wrap\"> \n          <div class=\"hover-wrap-inner\">\n            <img loading=\"lazy\" decoding=\"async\" class=\"img-with-animation skip-lazy\" data-delay=\"0\" height=\"2560\" width=\"2560\" data-animation=\"fade-in\" src=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-07-scaled.png\" alt=\"\" srcset=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-07-scaled.png 2560w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-07-300x300.png 300w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-07-1024x1024.png 1024w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-07-150x150.png 150w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-07-768x768.png 768w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-07-1536x1536.png 1536w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-07-2048x2048.png 2048w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-07-12x12.png 12w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-07-140x140.png 140w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-07-100x100.png 100w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-07-500x500.png 500w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-07-350x350.png 350w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-07-1000x1000.png 1000w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/10\/Puur-Data_illustraties-07-800x800.png 800w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n\n\t<div  class=\"vc_col-sm-6 wpb_column column_container vc_column_container col child_column padding-2-percent inherit_tablet inherit_phone\"   data-padding-pos=\"left\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3 style=\"text-align: left\" class=\"vc_custom_heading vc_do_custom_heading\" >Why choose PuurData for MLOps?<\/h3>\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<div class=\"wpb_wrapper\">\n\t\t<ul>\n<li><strong>Reliable models in production<\/strong> \u2013 Not experiments, but robust AI with version control, logic and fallback mechanisms.<\/li>\n<li><strong>Fully compliant<\/strong> Complies with GDPR, AI Act, and internal audit requirements.<\/li>\n<li><strong>Monitoring &amp; control<\/strong> \u2013 Discover datadrift, measure usage, and optimise performance in practice.<\/li>\n<li><strong>Repeatable &amp; scalable<\/strong> \u2013 Training one model is good. Managing ten? Then you need MLOps.<\/li>\n<li><strong>Explainability as a starting point<\/strong> \u2013 Always insight into how and why an AI reaches a conclusion (XAI).<\/li>\n<\/ul>\n\t<\/div>\n<\/div>\n\n\n\n\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t<div id=\"fws_6a5f5c7774a45\"  data-column-margin=\"default\" data-midnight=\"light\"  class=\"wpb_row vc_row-fluid vc_row full-width-content vc_row-o-equal-height vc_row-flex vc_row-o-content-top\"  style=\"padding-top: 50px; padding-bottom: 50px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop using-bg-color\"  style=\"background-color: #e9812e; \"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 light left\">\n\t<div  class=\"vc_col-sm-3 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n\n\t<div  class=\"vc_col-sm-6 wpb_column column_container vc_column_container col centered-text no-extra-padding inherit_tablet inherit_phone\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<h3 style=\"color: #ffffff;text-align: center;font-family:Abril Fatface;font-weight:400;font-style:normal\" class=\"vc_custom_heading vc_do_custom_heading\" >Do you want AI that keeps working?<\/h3>\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<div class=\"wpb_wrapper\">\n\t\t<p style=\"text-align: center;\"><strong>Arrange a no-obligation chat<\/strong><br \/>\nDiscover how MLOps strengthens \u2013 and protects \u2013 your AI initiatives.<\/p>\n\t<\/div>\n<\/div>\n\n\n\n<a class=\"nectar-button large regular accent-color  regular-button\"  role=\"button\" style=\"color: #e9812e; background-color: #ffffff;\"  href=\"https:\/\/puurdata.nl\/uk\/contact\/\" data-color-override=\"#ffffff\" data-hover-color-override=\"false\" data-hover-text-color-override=\"#fff\"><span>Plan consultation meeting<\/span><\/a>\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n\n\t<div  class=\"vc_col-sm-3 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>","protected":false},"excerpt":{"rendered":"MLOps Bouw betrouwbare en uitlegbare AI Wat is MLOps? MLOps (Machine Learning Operations) is de set aan processen, technologie\u00ebn en best practices waarmee je AI-oplossingen beheersbaar, schaalbaar en veilig maakt....","protected":false},"author":5,"featured_media":2644,"parent":3174,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","footnotes":""},"class_list":["post-3231","page","type-page","status-publish","has-post-thumbnail"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>MLOps - PuurData<\/title>\n<meta name=\"description\" content=\"MLOps (Machine Learning Operations) zijn processen, technologie\u00ebn en best practices waarmee je AI beheersbaar, schaalbaar en veilig maakt.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/puurdata.nl\/uk\/ai-centre-of-excellence\/mlops\/\" \/>\n<meta name=\"twitter:label1\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/puurdata.nl\\\/ai-center-of-excellence\\\/mlops\\\/\",\"url\":\"https:\\\/\\\/puurdata.nl\\\/ai-center-of-excellence\\\/mlops\\\/\",\"name\":\"MLOps - PuurData\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/puurdata.nl\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/puurdata.nl\\\/ai-center-of-excellence\\\/mlops\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/puurdata.nl\\\/ai-center-of-excellence\\\/mlops\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/puurdata.nl\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/shutterstock_2058573251-scaled.jpg\",\"datePublished\":\"2025-07-03T07:15:29+00:00\",\"dateModified\":\"2025-10-20T12:08:08+00:00\",\"description\":\"MLOps (Machine Learning Operations) zijn processen, technologie\u00ebn en best practices waarmee je AI beheersbaar, schaalbaar en veilig maakt.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/puurdata.nl\\\/ai-center-of-excellence\\\/mlops\\\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/puurdata.nl\\\/ai-center-of-excellence\\\/mlops\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/puurdata.nl\\\/ai-center-of-excellence\\\/mlops\\\/#primaryimage\",\"url\":\"https:\\\/\\\/puurdata.nl\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/shutterstock_2058573251-scaled.jpg\",\"contentUrl\":\"https:\\\/\\\/puurdata.nl\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/shutterstock_2058573251-scaled.jpg\",\"width\":2560,\"height\":1440,\"caption\":\"Global communication network concept. 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