{"id":361057,"date":"2025-12-10T23:34:35","date_gmt":"2025-12-10T22:34:35","guid":{"rendered":"https:\/\/reev.com\/how-reev-practices-responsible-ai\/"},"modified":"2025-12-16T13:14:30","modified_gmt":"2025-12-16T12:14:30","slug":"how-reev-practices-responsible-ai","status":"publish","type":"post","link":"https:\/\/reev.com\/en\/how-reev-practices-responsible-ai\/","title":{"rendered":"How reev practices responsible AI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"361057\" class=\"elementor elementor-361057 elementor-361007\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0fc9c33 color-change e-flex e-con-boxed e-con e-parent\" data-id=\"0fc9c33\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ee2ae30 jet-breadcrumbs-align-left elementor-widget elementor-widget-jet-breadcrumbs\" data-id=\"ee2ae30\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-breadcrumbs jet-blocks\">\n\t\t<div class=\"jet-breadcrumbs\">\n\t\t<div class=\"jet-breadcrumbs__content\">\n\t\t<div class=\"jet-breadcrumbs__wrap\"><div class=\"jet-breadcrumbs__item\"><a href=\"https:\/\/reev.com\/en\/\" class=\"jet-breadcrumbs__item-link is-home\" rel=\"home\" title=\"Home\">Home<\/a><\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-54cf700 color-change e-flex e-con-boxed e-con e-parent\" data-id=\"54cf700\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-f6c52e3 e-con-full e-flex e-con e-child\" data-id=\"f6c52e3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d6caf8e elementor-widget elementor-widget-heading\" data-id=\"d6caf8e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Creating trust through transparency - How reev practices responsible AI  <\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a9dba71 elementor-widget elementor-widget-text-editor\" data-id=\"a9dba71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">Artificial intelligence (AI) is changing the way we develop products, make decisions and communicate with customers. At reev, we use AI not only in our energy and charging management platform, but also for our internal development, marketing and business processes. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-31cbd49 elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-image\" data-id=\"31cbd49\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"2000\" height=\"2000\" src=\"https:\/\/reev.com\/wp-content\/uploads\/responsible-AI-at-reev-02.jpg\" class=\"attachment-full size-full wp-image-361046\" alt=\"\" srcset=\"https:\/\/reev.com\/wp-content\/uploads\/responsible-AI-at-reev-02.jpg 2000w, https:\/\/reev.com\/wp-content\/uploads\/responsible-AI-at-reev-02-300x300.jpg 300w, https:\/\/reev.com\/wp-content\/uploads\/responsible-AI-at-reev-02-1024x1024.jpg 1024w, https:\/\/reev.com\/wp-content\/uploads\/responsible-AI-at-reev-02-150x150.jpg 150w, https:\/\/reev.com\/wp-content\/uploads\/responsible-AI-at-reev-02-768x768.jpg 768w, https:\/\/reev.com\/wp-content\/uploads\/responsible-AI-at-reev-02-1536x1536.jpg 1536w, https:\/\/reev.com\/wp-content\/uploads\/responsible-AI-at-reev-02-1080x1080.jpg 1080w, https:\/\/reev.com\/wp-content\/uploads\/responsible-AI-at-reev-02-1280x1280.jpg 1280w, https:\/\/reev.com\/wp-content\/uploads\/responsible-AI-at-reev-02-980x980.jpg 980w, https:\/\/reev.com\/wp-content\/uploads\/responsible-AI-at-reev-02-480x480.jpg 480w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5adead5 color-change e-flex e-con-boxed e-con e-parent\" data-id=\"5adead5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-8ce7142 e-con-full e-flex e-con e-child\" data-id=\"8ce7142\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t<div class=\"elementor-element elementor-element-8fa394b e-con-full e-flex e-con e-child\" data-id=\"8fa394b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3860b47 elementor-widget elementor-widget-text-editor\" data-id=\"3860b47\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h4 class=\"p1\"><span class=\"s1\"><b>From product innovation to responsibility <\/b><\/span><\/h4><p class=\"p2\"><span class=\"s1\">From autonomously rectifying charging errors to optimizing the time and manner in which vehicles are charged, AI at reev is already delivering tangible added value for our customers. and customers.<\/span><\/p><p class=\"p2\"><span class=\"s1\">Our <b>Smart Recovery function<\/b> is the industry&#8217;s first <b>AI-powered self-healing function<\/b> that is fully integrated into a holistic energy and charging management solution. It automatically detects and fixes faults at charging points, minimizing downtime and operational costs for charging infrastructure providers.  <\/span><\/p><p class=\"p2\"><span class=\"s1\">By analyzing error logs and device data, Smart Recovery identifies the cause of a malfunction and independently triggers corrective measures &#8211; which means that up to up to 30% of all detected faults can be rectified without manual intervention. This is a milestone for the electromobility industry. <\/span><\/p><p class=\"p2\"><span class=\"s1\">At the same time, the <b>reev electricity tariff<\/b> combines dynamic electricity prices with AI-based optimization. Within the <g id=\"gid_1\">reev Platform<\/g>, it automatically schedules charging processes based on real-time market prices and shifts energy consumption from expensive morning and evening hours to more cost-effective midday times. This intelligent load shifting can reduce <b>energy procurement costs by up to 85%<\/b> while contributing to grid stability and supporting the integration of renewable energy.   <\/span><\/p><p class=\"p2\"><span class=\"s1\">Our FIN AI Agent supports the reev customer support team by automating many routine requests and providing immediate, AI-based assistance. <\/span><\/p><p class=\"p2\"><span class=\"s1\">For more complex or individual cases, customers can contact a human support specialist at any time. This ensures fast and reliable assistance &#8211; with empathy and a sense of responsibility at the heart of every interaction.  <\/span><\/p><p class=\"p2\"><span class=\"s1\">As with any AI-based system, performance depends on data quality and network conditions. We continuously monitor and refine our models to ensure reliability and transparency.  <\/span><\/p><p class=\"p2\"><span class=\"s1\">Together, these innovations show how reev uses AI responsibly to improve sustainability, efficiency and reliability &#8211; and how our principles for responsible AI guide every step, from product design to day-to-day operations. <\/span><\/p><p class=\"p2\"><span class=\"s1\">In addition to these product innovations, AI also helps us to optimize customer communication, improve internal workflows and accelerate product development.  <\/span><\/p><p class=\"p2\"><span class=\"s1\">However, with this opportunity comes responsibility &#8211; to ensure that every algorithm, model and automation we use follows ethical, transparent and human-centered principles. <\/span><\/p><h4 class=\"p1\"><span class=\"s1\"><b>Our framework for responsible AI <\/b><\/span><\/h4><p class=\"p2\"><span class=\"s1\">To make this responsibility tangible, we have defined a framework based on seven guiding principles that apply to every AI use case at reev &#8211; regardless of whether it is a customer function or an internal tool. <\/span><\/p><ul class=\"ul1\"><li class=\"li3\"><b><\/b><span class=\"s1\"><b>Fairness<\/b> &#8211; We test data and model behavior for bias. Discrimination is not acceptable.  <\/span><\/li><li class=\"li3\"><b><\/b><span class=\"s1\">Transparency &#8211; We communicate clearly where and how AI is used, especially when it influences people or decisions. <\/span><\/li><li class=\"li3\"><b><\/b><span class=\"s1\"><b>Data protection and security<\/b> &#8211; We protect all data. AI systems never disclose personal data or location data.  <\/span><\/li><li class=\"li3\"><b><\/b><span class=\"s1\"><b>Accountability<\/b> &#8211; people remain responsible for the results of AI. Each system has an owner and an escalation path.  <\/span><\/li><li class=\"li3\"><b><\/b><span class=\"s1\">Reliability &#8211; We test models under production-like conditions and monitor them for deviations or anomalies. <\/span><\/li><li class=\"li3\"><b><\/b><span class=\"s1\"><b>Explainability<\/b> &#8211; models must be understandable. We document logic, inputs and outputs.  <\/span><\/li><li class=\"li3\"><b><\/b><span class=\"s1\">Supervision &#8211; A cross-functional AI committee reviews all AI initiatives that impact decisions, resources or user experience. <\/span><\/li><\/ul><p class=\"p2\"><span class=\"s1\"><br>Each AI function is overseen by a responsible product owner who ensures human review and accountability. <\/span><\/p><p class=\"p2\"><span class=\"s1\">These principles are set out in our AI checklist before implementation which every AI function &#8211; internal or external &#8211; must fulfill before release. <\/span><\/p><h4 class=\"p1\"><span class=\"s1\"><b>How we apply responsible AI in practice <\/b><\/span><\/h4><p class=\"p2\"><span class=\"s1\">Responsible AI is part of our daily operations &#8211; not a marketing label. <\/span><\/p><p class=\"p2\"><span class=\"s1\">This is how it works in practice: <\/span><\/p><ul class=\"ul1\"><li class=\"li3\"><b><\/b><span class=\"s1\"><b>Energy and load optimization:<\/b> Our forecasting and load balancing algorithms are tested for accuracy, bias and explainability. Users can understand what influences each prediction.  <\/span><\/li><\/ul><ul class=\"ul1\"><li class=\"li3\"><b><\/b><span class=\"s1\">Internal tools: Even internal models &#8211; such as forecasting dashboards or AI-powered reporting &#8211; follow the same framework to ensure transparent, traceable decisions. <\/span><\/li><\/ul><ul class=\"ul1\"><li class=\"li3\"><b><\/b><span class=\"s1\">Continuous learning: We train engineers, product managers and non-technical teams annually to revise RAI principles and update practices. <\/span><\/li><\/ul><ul class=\"ul1\"><li class=\"li3\"><b><\/b><span class=\"s1\">Documentation and verification: Each AI function is logged, with its assumptions, test results and verification results documented and verifiable.<\/span><\/li><\/ul><p class=\"p2\"><span class=\"s1\">By integrating guidelines for the responsible use of AI into our workflows, we ensure that AI strengthens our mission: to enable sustainable, intelligent energy and charging management &#8211; without compromising accountability or data protection. <\/span><\/p><h4 class=\"p1\"><span class=\"s1\"><b>Continuous learning and shared responsibility <\/b><\/span><\/h4><p class=\"p2\"><span class=\"s1\"><b>Responsible AI is not a one-off initiative &#8211; it is an evolving mindset. <\/b><g id=\"gid_1\">We regularly train our teams, review new regulations such as the <\/g><g id=\"gid_2\"><g id=\"gid_3\">EU AI Act<\/g><\/g><g id=\"gid_4\"> and adapt our processes accordingly.<\/g> <\/span><\/p><p class=\"p2\"><span class=\"s1\"><b>Trust in technology doesn&#8217;t come from algorithms &#8211; it comes from people. <\/b><g id=\"gid_1\">That&#8217;s why we invite partners and customers to engage with us, provide feedback and help shape an ethical, transparent AI future. <\/g><g id=\"gid_2\">Because only together can we ensure that AI remains what it should be: <\/g><g id=\"gid_3\"><g id=\"gid_4\">a tool for empowerment and sustainability.<\/g><\/g>   <\/span><\/p><h5 class=\"p2\"><span class=\"s1\"><b><i>&#8220;At reev, we believe that AI only adds value if it is trustworthy, explainable and human-centered. That&#8217;s why we have created a framework for responsible AI that ensures transparency, control and accountability at every step.&#8221; <\/i><\/b><b><i><\/i><\/b><\/span><\/h5><p class=\"p2\"><span class=\"s1\">\u2014 Alex Di Mango, CTO reev <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0c03d8d e-flex e-con-boxed e-con e-parent\" data-id=\"0c03d8d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3f13c39 e-con-full e-flex e-con e-child\" data-id=\"3f13c39\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t<div class=\"elementor-element elementor-element-9b0a495 e-con-full e-flex e-con e-child\" data-id=\"9b0a495\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9cf8ac7 elementor-widget elementor-widget-heading\" data-id=\"9cf8ac7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Would you like to work in an AI-savvy environment?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb93739 elementor-widget elementor-widget-text-editor\" data-id=\"cb93739\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"6865\" data-end=\"7070\">Then it&#8217;s worth taking a look at our vacancies. Whether software development or other areas. AI is part of our DNA!  <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6210606 elementor-align-left reev-button reev-button--white elementor-widget elementor-widget-button\" data-id=\"6210606\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/reev.com\/en\/working-at-reev\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" fill=\"none\"><path d=\"M11.25 3.75L17.5 10M17.5 10L11.25 16.25M17.5 10H2.5\" stroke=\"#131923\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">To the career page<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Creating trust through transparency &#8211; How reev practices responsible AI  <\/p>\n","protected":false},"author":37,"featured_media":361047,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_seopress_robots_primary_cat":"32","_seopress_titles_title":"How reev practices responsible AI","_seopress_titles_desc":"Artificial intelligence (AI) is changing the way we develop products, make decisions and communicate with customers. At reev, we use AI not only in our energy and charging management platform, but also for our internal development, marketing and business processes. 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