{"id":50443,"date":"2025-08-28T15:28:59","date_gmt":"2025-08-28T13:28:59","guid":{"rendered":"https:\/\/www.itech-progress.com\/?p=50443"},"modified":"2026-04-23T11:05:50","modified_gmt":"2026-04-23T09:05:50","slug":"ki-als-katalysator","status":"publish","type":"post","link":"https:\/\/www.itech-progress.com\/en\/ki-als-katalysator\/","title":{"rendered":"<h5>AI as a Driving Force<\/h5>"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_fullwidth_header title=&#8221;AI as a Driving Force&#8221; content_max_width_tablet=&#8221;&#8221; content_max_width_phone=&#8221;100%&#8221; content_max_width_last_edited=&#8221;on|desktop&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; title_font=&#8221;|600|||||||&#8221; title_text_align=&#8221;left&#8221; title_font_size=&#8221;60px&#8221; subhead_font=&#8221;|600|||||||&#8221; subhead_font_size=&#8221;30px&#8221; background_enable_color=&#8221;off&#8221; use_background_color_gradient=&#8221;on&#8221; background_color_gradient_stops=&#8221;rgba(0,12,127,0.74) 0%|rgba(94,138,165,0.6) 100%&#8221; background_color_gradient_overlays_image=&#8221;on&#8221; background_image=&#8221;https:\/\/www.itech-progress.com\/wp-content\/uploads\/2025\/08\/ChatGPT-Image-28.-Aug.-2025-13_15_43.png&#8221; height=&#8221;306px&#8221; custom_padding=&#8221;249px||440px||false|false&#8221; hover_enabled=&#8221;0&#8243; title_font_size_tablet=&#8221;30px&#8221; title_font_size_phone=&#8221;32px&#8221; title_font_size_last_edited=&#8221;on|desktop&#8221; subhead_font_size_tablet=&#8221;30px&#8221; subhead_font_size_phone=&#8221;20px&#8221; subhead_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;][\/et_pb_fullwidth_header][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.17.3&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;56px||6px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;||0px|||&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h2 style=\"text-align: justify;\"> <\/h2>\n<h4 style=\"text-align: justify;\">Why You Shouldn\u2019t Miss This Article!<\/h4>\n<p style=\"text-align: justify;\">\u201cAI as a Catalyst for Software Architecture\u201d \u2013 published on heise online \u2013 impressively demonstrates how the role of software architects is fundamentally changing in the age of data-driven systems.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.17.3&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.17.3&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; ul_line_height=&#8221;2em&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h2 style=\"text-align: justify;\">Key Points at a Glance:<\/h2>\n<ul>\n<li style=\"text-align: justify;\"><strong>Two Roles of AI:<\/strong> It can act either as a supporting tool or as an integral part of systems \u2013 with significant implications for methods and mindsets in architecture.<\/li>\n<li style=\"text-align: justify;\"><strong>Data- and Model-Centric Architecture:<\/strong> The focus is increasingly shifting toward data flows, ML models, and training processes \u2013 requiring a new, iterative architectural approach.<\/li>\n<li style=\"text-align: justify;\"><strong>New Quality Definitions and Areas of Responsibility:<\/strong> Architecture must ensure quality on multiple levels, while new roles and interfaces are emerging at the same time.<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.17.3&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.17.3&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; ul_line_height=&#8221;2em&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h2 style=\"text-align: justify;\">Why This Article Is Worth Reading:<\/h2>\n<ul>\n<li style=\"text-align: justify;\"><strong>Thought Leadership Perspective:<\/strong> It highlights how the role of software architects is evolving \u2013 from the classic planner to a data- and model-driven designer.<\/li>\n<li style=\"text-align: justify;\"><strong>Future Relevance:<\/strong> Anyone responsible for software architecture and technology design today cannot afford to ignore this transformation.<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.17.3&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.17.3&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; ul_line_height=&#8221;2em&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h2 style=\"text-align: justify;\">Read the Full Article Here:<\/h2>\n<p style=\"text-align: justify;\"><a href=\"https:\/\/www.heise.de\/hintergrund\/KI-als-Katalysator-fuer-Softwarearchitektur-Praxisbeispiel-aus-dem-OePNV-10573612.html?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\">AI as a Catalyst for Software Architecture: A Practical Example from Public Transport<\/a><\/p>\n<h2 style=\"text-align: justify;\">Conclusion:<\/h2>\n<p style=\"text-align: justify;\">A must-read for software architects, technology leaders, and decision-makers who want to understand how AI is transforming systemic thinking and opening up new perspectives for action.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.17.3&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.17.3&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h2>Sources<\/h2>\n<ol>\n<li><a href=\"https:\/\/www.heise.de\/hintergrund\/KI-als-Katalysator-fuer-Softwarearchitektur-Praxisbeispiel-aus-dem-OePNV-10573612.html?utm_source=chatgpt.com\">Heise Online<\/a> (accessed on August 23, 2025)<\/li>\n<\/ol>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Why You Shouldn\u2019t Miss This Article! \u201cAI as a Catalyst for Software Architecture\u201d \u2013 published on heise online \u2013 impressively demonstrates how the role of software architects is fundamentally changing in the age of data-driven systems. Key Points at a Glance: Two Roles of AI: It can act either as a supporting tool or as [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":50406,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"2880","footnotes":""},"categories":[841,702],"tags":[],"class_list":["post-50443","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-recommended-reading"],"_links":{"self":[{"href":"https:\/\/www.itech-progress.com\/en\/wp-json\/wp\/v2\/posts\/50443","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.itech-progress.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.itech-progress.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.itech-progress.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.itech-progress.com\/en\/wp-json\/wp\/v2\/comments?post=50443"}],"version-history":[{"count":6,"href":"https:\/\/www.itech-progress.com\/en\/wp-json\/wp\/v2\/posts\/50443\/revisions"}],"predecessor-version":[{"id":54509,"href":"https:\/\/www.itech-progress.com\/en\/wp-json\/wp\/v2\/posts\/50443\/revisions\/54509"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.itech-progress.com\/en\/wp-json\/wp\/v2\/media\/50406"}],"wp:attachment":[{"href":"https:\/\/www.itech-progress.com\/en\/wp-json\/wp\/v2\/media?parent=50443"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.itech-progress.com\/en\/wp-json\/wp\/v2\/categories?post=50443"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.itech-progress.com\/en\/wp-json\/wp\/v2\/tags?post=50443"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}