{"id":16961,"date":"2026-06-17T07:59:21","date_gmt":"2026-06-17T06:59:21","guid":{"rendered":"https:\/\/www.moresophy.com\/?p=16961"},"modified":"2026-07-03T09:49:10","modified_gmt":"2026-07-03T08:49:10","slug":"from-pilot-to-production-standard-ai-projects-rarely-scale","status":"publish","type":"post","link":"https:\/\/www.moresophy.com\/en\/news\/from-pilot-to-production-standard-ai-projects-rarely-scale","title":{"rendered":"From Pilot to Production Standard: AI Projects Rarely Scale"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"16961\" class=\"elementor elementor-16961 elementor-16948\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d2e73a2 e-flex e-con-boxed e-con e-parent\" data-id=\"d2e73a2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d70e04d e-con-full e-flex e-con e-parent\" data-id=\"d70e04d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d10eedd e-flex e-con-boxed e-con e-parent\" data-id=\"d10eedd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-44eabe0 elementor-widget elementor-widget-spacer\" data-id=\"44eabe0\" 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-c5a1266 e-con-full blog-info e-flex e-con e-child\" data-id=\"c5a1266\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7c54ec1 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"7c54ec1\" 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\tPress\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-c85c03d card-blog elementor-widget elementor-widget-text-editor\" data-id=\"c85c03d\" 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<div class=\"elementor-element elementor-element-0f67422 elementor-widget elementor-widget-text-editor\" data-id=\"0f67422\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p>|<\/p><\/div><\/div><div class=\"elementor-element elementor-element-6a3884d elementor-widget elementor-widget-text-editor\" data-id=\"6a3884d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"> <\/div>\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-82ab225 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"82ab225\" 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\tJune 17, 2026\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-d3c935c card-blog elementor-widget elementor-widget-text-editor\" data-id=\"d3c935c\" 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<div class=\"elementor-element elementor-element-0f67422 elementor-widget elementor-widget-text-editor\" data-id=\"0f67422\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p>|<\/p><\/div><\/div><div class=\"elementor-element elementor-element-6a3884d elementor-widget elementor-widget-text-editor\" data-id=\"6a3884d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"> <\/div>\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-547409a card-blog elementor-widget elementor-widget-text-editor\" data-id=\"547409a\" 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<div class=\"blog-reading-time\">1 min. read<\/div>\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 class=\"elementor-element elementor-element-33e4eb2 elementor-widget elementor-widget-spacer\" data-id=\"33e4eb2\" 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\t\t<div class=\"elementor-element elementor-element-63ef1ad elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"63ef1ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\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-3510361 elementor-widget elementor-widget-spacer\" data-id=\"3510361\" 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\t\t<div class=\"elementor-element elementor-element-ca65a9f elementor-widget elementor-widget-heading\" data-id=\"ca65a9f\" 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<h1 class=\"elementor-heading-title elementor-size-default\">From Pilot to Production Standard: AI Projects Rarely Scale<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e4ddea9 elementor-widget elementor-widget-spacer\" data-id=\"e4ddea9\" 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\t\t<div class=\"elementor-element elementor-element-6c0174e elementor-widget elementor-widget-text-editor\" data-id=\"6c0174e\" 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>The pilot is up and running, the results are promising, and the next step seems like a mere formality\u2014a fallacy that ends up costing many AI projects dearly. In his guest article on <a href=\"https:\/\/www.silicon.de\/\">silicon.de<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/heiko-beier\">Heiko Beier<\/a> makes it clear: The transition from the pilot phase to full-scale operation is not a smooth transition, but a break. What shines under lab conditions with curated data and a manageable number of users encounters, in everyday life, established data landscapes full of contradictions, expertise that has never been documented, and responsibilities that suddenly need to be clarified. Overnight, the model becomes an infrastructure\u2014with everything that entails: versioning, load management, traceability, and regulation.   <\/p><p>The article dispels the convenient assumption that scaling is a matter of time and explains why it is, in fact, a matter of design\u2014right from the start.<\/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-59d2ede elementor-widget elementor-widget-spacer\" data-id=\"59d2ede\" 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\t\t<div class=\"elementor-element elementor-element-51ca12c elementor-widget elementor-widget-button\" data-id=\"51ca12c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.silicon.de\/41722932\/vom-piloten-zum-produktiven-standard-ki-projekte-skalieren-selten\" target=\"_blank\">\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 aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">To the article (silicon)<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-da3f3dc elementor-widget elementor-widget-spacer\" data-id=\"da3f3dc\" 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\t\t<div class=\"elementor-element elementor-element-7abf002 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"7abf002\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\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-1cc6fef elementor-widget elementor-widget-heading\" data-id=\"1cc6fef\" 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<p class=\"elementor-heading-title elementor-size-default\">Tags<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07e5049 elementor-widget elementor-widget-spacer\" data-id=\"07e5049\" 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\t\t<div class=\"elementor-element elementor-element-46ad3b2 elementor-widget elementor-widget-text-editor\" data-id=\"46ad3b2\" 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<a href=\"https:\/\/www.moresophy.com\/en\/tag\/ai-applications-in-the-company\" class=\"post-tag\">AI applications in the company<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/ai-implementation\" class=\"post-tag\">AI implementation<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/ai-scaling\" class=\"post-tag\">AI Scaling<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/artificial-intelligence\" class=\"post-tag\">Artificial intelligence<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/data-management\" class=\"post-tag\">Data management<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/data-quality\" class=\"post-tag\">Data quality<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/digitization\" class=\"post-tag\">Digitization<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/enterprise-ai\" class=\"post-tag\">Enterprise AI<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/machine-learning-en\" class=\"post-tag\">Machine Learning<\/a>\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-9adf3b2 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"9adf3b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\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-27ec5da elementor-widget elementor-widget-spacer\" data-id=\"27ec5da\" 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\t\t<div class=\"elementor-element elementor-element-0bc54b0 elementor-widget elementor-widget-heading\" data-id=\"0bc54b0\" 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\">Recommended contributions<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1853f96 elementor-widget elementor-widget-spacer\" data-id=\"1853f96\" 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\t\t<div class=\"elementor-element elementor-element-3c53a16 elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-widget elementor-widget-loop-grid\" data-id=\"3c53a16\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;template_id&quot;:15836,&quot;columns&quot;:3,&quot;_skin&quot;:&quot;post&quot;,&quot;columns_tablet&quot;:&quot;2&quot;,&quot;columns_mobile&quot;:&quot;1&quot;,&quot;edit_handle_selector&quot;:&quot;[data-elementor-type=\\&quot;loop-item\\&quot;]&quot;,&quot;row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"loop-grid.post\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-loop-container elementor-grid\" role=\"list\">\n\t\t<style id=\"loop-15836\">.elementor-15836 .elementor-element.elementor-element-a1487d5{--display:flex;--gap:0px 0px;--row-gap:0px;--column-gap:0px;}.elementor-15836 .elementor-element.elementor-element-911e037 img{width:100%;height:4rem;object-fit:cover;object-position:center center;}.elementor-15836 .elementor-element.elementor-element-4210142{--spacer-size:1.4rem;}.elementor-15836 .elementor-element.elementor-element-689d1c3{--divider-border-style:solid;--divider-color:var( --e-global-color-4ae3596 );--divider-border-width:2px;}.elementor-15836 .elementor-element.elementor-element-689d1c3 .elementor-divider-separator{width:100%;}.elementor-15836 .elementor-element.elementor-element-689d1c3 .elementor-divider{padding-block-start:8px;padding-block-end:8px;}.elementor-15836 .elementor-element.elementor-element-68ca10a .elementor-heading-title{font-family:\"Open Sans\", Sans-serif;line-height:24px;color:var( --e-global-color-primary );}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"15836\" class=\"elementor elementor-15836 e-loop-item e-loop-item-16975 post-16975 post type-post status-publish format-standard has-post-thumbnail hentry category-news category-press tag-ai-applications-in-the-company tag-ai-projects tag-artificial-intelligence tag-automation-2 tag-data-management tag-data-quality tag-digitization tag-enterprise-ai tag-generative-ki tag-proof-of-concept tag-scaling-of-ai-systems\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1487d5 e-flex e-con-boxed e-con e-parent\" data-id=\"a1487d5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-911e037 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"911e037\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"2560\" height=\"284\" src=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/07\/report-banner-scaled.webp\" class=\"attachment-full size-full wp-image-16974\" alt=\"Report+ Banner News\" srcset=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/07\/report-banner-scaled.webp 2560w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/07\/report-banner-300x33.webp 300w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/07\/report-banner-1024x114.webp 1024w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/07\/report-banner-768x85.webp 768w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/07\/report-banner-1536x171.webp 1536w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/07\/report-banner-2048x228.webp 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\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-4210142 elementor-widget elementor-widget-spacer\" data-id=\"4210142\" 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\t\t<div class=\"elementor-element elementor-element-99cfd81 elementor-widget elementor-widget-text-editor\" data-id=\"99cfd81\" 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\tPress\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-689d1c3 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"689d1c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\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-68ca10a elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"68ca10a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.moresophy.com\/en\/news\/a-successful-pilot-but-no-scaling-the-ai-dilemma\">A Successful Pilot, but No Scaling: The AI Dilemma<\/a><\/p>\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\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"15836\" class=\"elementor elementor-15836 e-loop-item e-loop-item-16961 post-16961 post type-post status-publish format-standard has-post-thumbnail hentry category-news category-press tag-ai-applications-in-the-company tag-ai-implementation tag-ai-scaling tag-artificial-intelligence tag-data-management tag-data-quality tag-digitization tag-enterprise-ai tag-machine-learning-en\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1487d5 e-flex e-con-boxed e-con e-parent\" data-id=\"a1487d5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-911e037 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"911e037\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"2560\" height=\"284\" src=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/06\/silicon-banner-scaled.webp\" class=\"attachment-full size-full wp-image-16957\" alt=\"silicon.de Banner News\" srcset=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/06\/silicon-banner-scaled.webp 2560w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/06\/silicon-banner-300x33.webp 300w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/06\/silicon-banner-1024x114.webp 1024w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/06\/silicon-banner-768x85.webp 768w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/06\/silicon-banner-1536x171.webp 1536w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/06\/silicon-banner-2048x228.webp 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\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-4210142 elementor-widget elementor-widget-spacer\" data-id=\"4210142\" 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\t\t<div class=\"elementor-element elementor-element-99cfd81 elementor-widget elementor-widget-text-editor\" data-id=\"99cfd81\" 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\tPress\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-689d1c3 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"689d1c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\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-68ca10a elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"68ca10a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.moresophy.com\/en\/news\/from-pilot-to-production-standard-ai-projects-rarely-scale\">From Pilot to Production Standard: AI Projects Rarely Scale<\/a><\/p>\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\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"15836\" class=\"elementor elementor-15836 e-loop-item e-loop-item-16739 post-16739 post type-post status-publish format-standard has-post-thumbnail hentry category-news category-press tag-ai-applications-in-the-company tag-artificial-intelligence tag-automation tag-automation-2 tag-chatgpt-en tag-corporate-knowledge tag-data-analysis tag-data-management tag-data-quality tag-human-in-the-loop tag-knowledge-management tag-large-language-models-llm-en tag-llm-en tag-scaling-of-ai-systems tag-traceability tag-trusted-ai-en\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1487d5 e-flex e-con-boxed e-con e-parent\" data-id=\"a1487d5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-911e037 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"911e037\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"2560\" height=\"284\" src=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/05\/industr.com-banner-scaled.webp\" class=\"attachment-full size-full wp-image-16738\" alt=\"industr.com Banner News\" srcset=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/05\/industr.com-banner-scaled.webp 2560w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/05\/industr.com-banner-300x33.webp 300w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/05\/industr.com-banner-1024x114.webp 1024w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/05\/industr.com-banner-768x85.webp 768w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/05\/industr.com-banner-1536x171.webp 1536w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/05\/industr.com-banner-2048x228.webp 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\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-4210142 elementor-widget elementor-widget-spacer\" data-id=\"4210142\" 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\t\t<div class=\"elementor-element elementor-element-99cfd81 elementor-widget elementor-widget-text-editor\" data-id=\"99cfd81\" 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\tPress\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-689d1c3 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"689d1c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\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-68ca10a elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"68ca10a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.moresophy.com\/en\/news\/the-bottleneck-lies-before-the-prompt-when-ai-fails-it-fails-because-of-the-input\">The bottleneck lies before the prompt: when AI fails, it fails because of the input<\/a><\/p>\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\t\t<\/div>\n\t\t\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-8d4398d elementor-widget elementor-widget-spacer\" data-id=\"8d4398d\" 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\t\t<div class=\"elementor-element elementor-element-80b05c2 elementor-widget elementor-widget-button\" data-id=\"80b05c2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.moresophy.com\/en\/news\">\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 aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-left\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M257.5 445.1l-22.2 22.2c-9.4 9.4-24.6 9.4-33.9 0L7 273c-9.4-9.4-9.4-24.6 0-33.9L201.4 44.7c9.4-9.4 24.6-9.4 33.9 0l22.2 22.2c9.5 9.5 9.3 25-.4 34.3L136.6 216H424c13.3 0 24 10.7 24 24v32c0 13.3-10.7 24-24 24H136.6l120.5 114.8c9.8 9.3 10 24.8.4 34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Back to overview<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-c06eb26 elementor-widget elementor-widget-spacer\" data-id=\"c06eb26\" 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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>| | The pilot is up and running, the results are promising, and the next step seems like a mere 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