{"id":59742,"date":"2025-03-24T02:00:58","date_gmt":"2025-03-24T06:00:58","guid":{"rendered":"https:\/\/psbpm.com\/solutions\/it-systems-migration\/"},"modified":"2025-04-11T15:35:02","modified_gmt":"2025-04-11T19:35:02","slug":"it-systems-migration","status":"publish","type":"page","link":"https:\/\/psbpm.com\/en\/solutions\/it-systems-migration\/","title":{"rendered":"IT Systems Migration"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"59742\" class=\"elementor elementor-59742 elementor-63\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b132d4a bg-image-light2 e-flex e-con-boxed e-con e-parent\" data-id=\"b132d4a\" 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-e90e194 e-con-full padding0 e-flex e-con e-child\" data-id=\"e90e194\" 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-8240231 font-wide elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"8240231\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Ensure a smooth migration<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d4b7177 e-con-full padding0 e-flex e-con e-child\" data-id=\"d4b7177\" 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-c6bbc71 elementor-widget elementor-widget-text-editor\" data-id=\"c6bbc71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Migrating an ERP, CRM or ITSM system is a critical step that exposes companies to operational risks, productivity losses, and too often unforeseen costs.<\/p>\n<p>At P&#038;S, we use Process Mining to ensure a smooth, transparent, and optimized transition, based on your actual data to reduce risks and accelerate adoption of the new system.<\/p>\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<div class=\"elementor-element elementor-element-b8abdfc e-flex e-con-boxed e-con e-parent\" data-id=\"b8abdfc\" 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-9525524 e-con-full bg-image-dark container-box e-flex e-con e-child\" data-id=\"9525524\" 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-08c6686 font-wide elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"08c6686\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Challenges of <br><span class=\"green\">IT systems migration<\/span><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-62a105e elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"62a105e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0c7d453 e-con-full padding0 title-align e-flex e-con e-child\" data-id=\"0c7d453\" 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-dfff541 e-con-full padding25 e-flex e-con e-child\" data-id=\"dfff541\" 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\t\t<div class=\"elementor-element elementor-element-94c828b font-wide title-align elementor-widget elementor-widget-heading\" data-id=\"94c828b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Lack of visibility into current processes<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e27ace1 elementor-widget elementor-widget-text-editor\" data-id=\"e27ace1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Companies often migrate their systems without understanding how processes are actually executed. Without a clear view of workflows, the new system risks inheriting the same inefficiencies, making the migration less beneficial.<\/p>\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<div class=\"elementor-element elementor-element-e7f2e9a e-con-full padding25 e-flex e-con e-child\" data-id=\"e7f2e9a\" 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\t\t<div class=\"elementor-element elementor-element-b1f9cd5 font-wide title-align elementor-widget elementor-widget-heading\" data-id=\"b1f9cd5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Risk of operational disruption<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee0c249 elementor-widget elementor-widget-text-editor\" data-id=\"ee0c249\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A system migration changes workflows and habits, creating resistance. Without a clear understanding of current processes, accurately anticipating the impacts of the new system becomes difficult.<\/p>\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<div class=\"elementor-element elementor-element-3675d99 e-con-full padding25 e-flex e-con e-child\" data-id=\"3675d99\" 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\t\t<div class=\"elementor-element elementor-element-18e0786 font-wide title-align elementor-widget elementor-widget-heading\" data-id=\"18e0786\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Cost overruns<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-10118f3 elementor-widget elementor-widget-text-editor\" data-id=\"10118f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A system migration is complex and often underestimated in terms of costs, adaptation efforts, and technical challenges. This frequently leads to budget overruns and delays in production deployment.<\/p>\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<\/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-bd06923 bg-image-light e-flex e-con-boxed e-con e-parent\" data-id=\"bd06923\" 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-923352a font-wide elementor-invisible elementor-widget elementor-widget-global elementor-global-59721 elementor-global-159 elementor-widget-heading\" data-id=\"923352a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">With P&amp;S<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ed4121 font-wide elementor-widget elementor-widget-heading\" data-id=\"2ed4121\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How does Process Mining facilitate your IT system migration?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f54734 elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"7f54734\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6be3009 e-con-full padding0 e-flex e-con e-child\" data-id=\"6be3009\" 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-29745bc e-con-full padding25 e-flex e-con e-child\" data-id=\"29745bc\" 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\t\t<div class=\"elementor-element elementor-element-96e6a57 font-wide title-align elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"96e6a57\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"17\" height=\"28\" viewBox=\"0 0 17 28\" fill=\"none\"><path d=\"M8.88703 28V6.64L0.767031 10.04V3.92L10.207 -1.90735e-06H16.327V28H8.88703Z\" fill=\"#00ED82\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Process mapping and standardization<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a06b8e elementor-widget elementor-widget-text-editor\" data-id=\"8a06b8e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>We analyze your current processes to identify variations, inefficiencies, and gaps before migration. This transparency allows for simplification and harmonization of processes before implementing the new system, ensuring a smoother, more efficient transition aligned with your business objectives.<\/p>\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<div class=\"elementor-element elementor-element-847d67b e-con-full padding25 e-flex e-con e-child\" data-id=\"847d67b\" 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\t\t<div class=\"elementor-element elementor-element-e95b8b3 font-wide title-align elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"e95b8b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"28\" height=\"29\" viewBox=\"0 0 28 29\" fill=\"none\"><path d=\"M1.36828 29V24.04L12.8483 16.24C14.1816 15.3067 15.2616 14.4933 16.0883 13.8C16.9149 13.08 17.5149 12.3867 17.8883 11.72C18.2883 11.0533 18.4883 10.3733 18.4883 9.68C18.4883 8.93333 18.2883 8.29333 17.8883 7.76C17.5149 7.22667 16.9683 6.81333 16.2483 6.52C15.5283 6.22667 14.6216 6.08 13.5283 6.08C12.5149 6.08 11.5816 6.25333 10.7283 6.6C9.90161 6.94667 9.20828 7.49333 8.64828 8.24C8.11495 8.96 7.75495 9.86667 7.56828 10.96H0.528281C0.634948 8.58667 1.26161 6.64 2.40828 5.12C3.55495 3.57333 5.10161 2.42667 7.04828 1.68C8.99495 0.906666 11.2616 0.52 13.8483 0.52C16.4349 0.52 18.6483 0.853333 20.4883 1.52C22.3283 2.18666 23.7416 3.14666 24.7283 4.4C25.7149 5.62667 26.2083 7.12 26.2083 8.88C26.2083 10.08 25.9416 11.24 25.4083 12.36C24.8749 13.4533 24.0483 14.52 22.9283 15.56C21.8083 16.6 20.3683 17.6533 18.6083 18.72L8.20828 25.56L8.44828 23.08H27.3283V29H1.36828Z\" fill=\"#00ED82\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Post-migration validation and compliance<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-999ce0c elementor-widget elementor-widget-text-editor\" data-id=\"999ce0c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>After migration, we compare processes before and after to ensure compliant and efficient adoption. Using the collected data, we quickly detect discrepancies, identify necessary adjustments, and validate the coherence of new operations for a frictionless transition.<\/p>\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<div class=\"elementor-element elementor-element-c8e3930 e-con-full padding25 e-flex e-con e-child\" data-id=\"c8e3930\" 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\t\t<div class=\"elementor-element elementor-element-8199766 font-wide title-align elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"8199766\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"28\" height=\"30\" viewBox=\"0 0 28 30\" fill=\"none\"><path d=\"M14.4567 29.48C11.4434 29.48 8.92339 29.1333 6.89672 28.44C4.89672 27.7467 3.37672 26.72 2.33672 25.36C1.29672 24 0.723385 22.32 0.616719 20.32H7.73672C7.84339 21.1733 8.15005 21.8933 8.65672 22.48C9.19005 23.0667 9.91005 23.5067 10.8167 23.8C11.7501 24.0667 12.8701 24.2 14.1767 24.2C15.4567 24.2 16.5101 24.0533 17.3367 23.76C18.1634 23.44 18.7767 23 19.1767 22.44C19.6034 21.88 19.8167 21.2133 19.8167 20.44C19.8167 19.64 19.5901 18.9867 19.1367 18.48C18.7101 17.9733 18.0167 17.6 17.0567 17.36C16.1234 17.0933 14.8967 16.96 13.3767 16.96H8.41672V12.48H12.8967C14.2567 12.48 15.3634 12.3733 16.2167 12.16C17.0701 11.9467 17.7101 11.6 18.1367 11.12C18.5634 10.6133 18.7767 9.93333 18.7767 9.08C18.7767 8.38667 18.5767 7.78666 18.1767 7.28C17.8034 6.77333 17.2434 6.38667 16.4967 6.12C15.7501 5.85333 14.8167 5.72 13.6967 5.72C12.6301 5.72 11.6834 5.86667 10.8567 6.16C10.0567 6.42666 9.40339 6.84 8.89672 7.4C8.41672 7.96 8.11005 8.69333 7.97672 9.6H0.976719C1.13672 7.57333 1.73672 5.89333 2.77672 4.56C3.81672 3.22667 5.27005 2.22667 7.13672 1.56C9.00339 0.866666 11.2434 0.52 13.8567 0.52C16.4434 0.52 18.6567 0.826666 20.4967 1.44C22.3367 2.02667 23.7501 2.88 24.7367 4C25.7234 5.09333 26.2167 6.45333 26.2167 8.08C26.2167 9.65333 25.7501 10.9867 24.8167 12.08C23.8834 13.1467 22.5234 13.96 20.7367 14.52C18.9501 15.08 16.7634 15.36 14.1767 15.36H9.77672V14.08H14.5767C17.5367 14.08 19.9634 14.3333 21.8567 14.84C23.7501 15.3467 25.1501 16.1333 26.0567 17.2C26.9634 18.2667 27.4167 19.6267 27.4167 21.28C27.4167 22.96 26.9234 24.4267 25.9367 25.68C24.9501 26.9067 23.4834 27.8533 21.5367 28.52C19.6167 29.16 17.2567 29.48 14.4567 29.48Z\" fill=\"#00ED82\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Continuous monitoring for sustainable improvement<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c6ee1a elementor-widget elementor-widget-text-editor\" data-id=\"3c6ee1a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Optimization doesn&#8217;t stop at deployment: profitability and sustainability depend on continuous improvement. Through real-time analysis, we adjust your processes, detect inefficiencies, and maximize performance, thus ensuring a sustainable return on investment and a successful transformation.<\/p>\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<\/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>Ensure a smooth migration Migrating an ERP, CRM or ITSM system is a critical step that exposes companies to operational risks, productivity losses, and too often unforeseen costs. At P&amp;S, we use Process Mining to ensure a smooth, transparent, and optimized transition, based on your actual data to reduce risks and accelerate adoption of the [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":59731,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-59742","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>IT Systems Migration - P&amp;S Process Optimization &amp; Process Mining<\/title>\n<meta name=\"description\" content=\"Reduce risks, avoid disruptions, and accelerate system adoption. 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