{"id":55284,"date":"2026-05-12T10:53:25","date_gmt":"2026-05-12T08:53:25","guid":{"rendered":"https:\/\/www.itech-progress.com\/ai-software-architect-2\/"},"modified":"2026-05-19T16:54:36","modified_gmt":"2026-05-19T14:54:36","slug":"ai-software-architecture","status":"publish","type":"page","link":"https:\/\/www.itech-progress.com\/en\/ai-software-architecture\/","title":{"rendered":"AI &amp; Software Architecture"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.16&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_fullwidth_header title=&#8221;Become an AI Software Architect&#8221; button_one_url=&#8221;#consulting-leinstungen&#8221; button_two_url=&#8221;#mlh&#8221; _builder_version=&#8221;4.27.6&#8243; title_font=&#8221;|700|||||||&#8221; subhead_font_size=&#8221;30px&#8221; subhead_line_height=&#8221;1.8em&#8221; background_enable_color=&#8221;off&#8221; use_background_color_gradient=&#8221;off&#8221; background_image=&#8221;https:\/\/www.itech-progress.com\/wp-content\/uploads\/2024\/07\/ai-7111802_1280.jpg&#8221; background_size=&#8221;stretch&#8221; background_enable_mask_style=&#8221;on&#8221; background_mask_style=&#8221;caret&#8221; background_mask_color=&#8221;rgba(0,16,145,0.68)&#8221; background_mask_size=&#8221;custom&#8221; background_mask_width=&#8221;600%&#8221; background_mask_height=&#8221;100%&#8221; custom_button_one=&#8221;on&#8221; button_one_bg_color=&#8221;#1f00bf&#8221; button_one_border_color=&#8221;#1f00bf&#8221; custom_button_two=&#8221;on&#8221; button_two_bg_color=&#8221;#1f00bf&#8221; button_two_border_color=&#8221;#1f00bf&#8221; custom_padding=&#8221;200px||200px||true|false&#8221; custom_padding_tablet=&#8221;200px||200px||true|false&#8221; custom_padding_phone=&#8221;50px||50px||true|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; title_font_size_tablet=&#8221;&#8221; title_font_size_phone=&#8221;&#8221; title_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_fullwidth_header][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row disabled_on=&#8221;off|off|off&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; header_3_line_height=&#8221;2em&#8221; header_5_font_size=&#8221;24px&#8221; header_5_line_height=&#8221;2em&#8221; text_orientation=&#8221;center&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3>From AI Idea to a Viable Architecture<\/h3>\n<h5>Practical. Responsible. Future-Proof.  <\/h5>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_4,1_4,1_4,1_4&#8243; use_custom_gutter=&#8221;on&#8221; gutter_width=&#8221;2&#8243; make_equal=&#8221;on&#8221; disabled_on=&#8221;off|off|off&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; width=&#8221;100%&#8221; max_width=&#8221;1820px&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; background_enable_image=&#8221;off&#8221; background_size=&#8221;stretch&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; border_radii=&#8221;on|15px|15px|15px|15px&#8221; border_width_right=&#8221;1px&#8221; border_width_left=&#8221;1px&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|||on|||||&#8221; text_text_color=&#8221;#FFFFFF&#8221; text_font_size=&#8221;26px&#8221; background_color=&#8221;#001091&#8243; text_orientation=&#8221;center&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;10px||10px||true|false&#8221; link_option_url_new_window=&#8221;on&#8221; border_radii=&#8221;off|15px|15px||&#8221; global_colors_info=&#8221;{}&#8221;]UNDERSTAND &amp; START[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; _dynamic_attributes=&#8221;link_option_url&#8221; _module_preset=&#8221;default&#8221; text_font_size=&#8221;16px&#8221; header_text_align=&#8221;left&#8221; header_5_font_size=&#8221;19px&#8221; background_color=&#8221;rgba(134,203,237,0.14)&#8221; text_orientation=&#8221;center&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;20px|12px|10px|20px|false|false&#8221; link_option_url=&#8221;@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9wYWdlIiwic2V0dGluZ3MiOnsicG9zdF9pZCI6IjU1MTAwIn19@&#8221; link_option_url_new_window=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h5 style=\"text-align: left;\"><a href=\"https:\/\/www.itech-progress.com\/en\/ai-software-architect\/\">AI in Software Architecture<\/a><\/h5>\n<h5 style=\"text-align: left;\"><strong><a href=\"https:\/\/www.itech-progress.com\/en\/ai-software-architect\/\">(IHK)<\/a> <img decoding=\"async\" data-src=\"https:\/\/www.itech-progress.com\/wp-content\/uploads\/2026\/05\/IHK-logo.svg_-300x150.png\" width=\"60\" height=\"150\" alt=\"ihk logo\" style=\"--smush-placeholder-width: 60px; --smush-placeholder-aspect-ratio: 60\/150;float: right;\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/strong><\/h5>\n<p style=\"text-align: left;\">Understand and evaluate the fundamentals, use cases, and integration of AI in the development process.<\/p>\n<p>[\/et_pb_text][et_pb_blurb title=&#8221;Understand and contextualize AI&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xf5dc;||fa||900&#8243; icon_color=&#8221;#001091&#8243; image_icon_background_color=&#8221;#FFFFFF&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#001091&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Opportunities, risks, and classification in the architectural context<\/p>\n<p>[\/et_pb_blurb][et_pb_blurb title=&#8221;Using AI in the development process&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xe035;||divi||400&#8243; icon_color=&#8221;#001091&#8243; image_icon_background_color=&#8221;#ffffff&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#001091&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Requirements, design, reviews, quality assurance<\/p>\n<p>[\/et_pb_blurb][et_pb_blurb title=&#8221;Applying generative AI &#038; LLMs&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xf4ad;||fa||400&#8243; icon_color=&#8221;#001091&#8243; image_icon_background_color=&#8221;#ffffff&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#001091&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]Fundamentals of prompting and responsible use[\/et_pb_blurb][et_pb_blurb title=&#8221;Operations, data, quality, and security&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xf1c0;||fa||900&#8243; icon_color=&#8221;#001091&#8243; image_icon_background_color=&#8221;#ffffff&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#001091&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]Data management, quality, security and fundamental operational aspects[\/et_pb_blurb][et_pb_blurb title=&#8221;Integration at a glance&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xe605;||divi||400&#8243; icon_color=&#8221;#001091&#8243; image_icon_background_color=&#8221;#ffffff&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#001091&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]Interfaces, communication and integration into existing systems[\/et_pb_blurb][et_pb_blurb image_icon_background_color=&#8221;#001091&#8243; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#001091&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; min_height=&#8221;0px&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_blurb][et_pb_blurb title=&#8221;Outcome: Confidently evaluate AI and integrate it purposefully into robust software systems.&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xf140;||fa||900&#8243; icon_color=&#8221;#FFFFFF&#8221; image_icon_background_color=&#8221;#001091&#8243; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#001091&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; background_color=&#8221;rgba(134,203,237,0.42)&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;134px||||false|false&#8221; custom_margin_tablet=&#8221;206px||||false|false&#8221; custom_margin_phone=&#8221;0px||||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;10px|5px||5px|false|false&#8221; hover_enabled=&#8221;0&#8243; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;][\/et_pb_blurb][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; background_enable_image=&#8221;off&#8221; background_size=&#8221;stretch&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; border_radii=&#8221;on|15px|15px|15px|15px&#8221; border_width_right=&#8221;1px&#8221; border_width_left=&#8221;1px&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.6&#8243; _dynamic_attributes=&#8221;link_option_url&#8221; _module_preset=&#8221;default&#8221; text_font=&#8221;|||on|||||&#8221; text_text_color=&#8221;#FFFFFF&#8221; text_font_size=&#8221;22px&#8221; background_color=&#8221;#004830&#8243; text_orientation=&#8221;center&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;10px||10px||true|false&#8221; link_option_url=&#8221;@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9wYWdlIiwic2V0dGluZ3MiOnsicG9zdF9pZCI6IjQzNzM5In19@&#8221; link_option_url_new_window=&#8221;on&#8221; border_radii=&#8221;off|15px|15px||&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>ARCHITECTURE &amp; IMPLEMENTATION<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; _dynamic_attributes=&#8221;link_option_url&#8221; _module_preset=&#8221;default&#8221; text_font_size=&#8221;16px&#8221; header_text_align=&#8221;left&#8221; header_5_text_color=&#8221;#004830&#8243; header_5_font_size=&#8221;19px&#8221; background_color=&#8221;rgba(134,203,237,0.14)&#8221; text_orientation=&#8221;center&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;20px|12px|20px|20px|false|false&#8221; link_option_url=&#8221;@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9wYWdlIiwic2V0dGluZ3MiOnsicG9zdF9pZCI6IjQzNzM5In19@&#8221; link_option_url_new_window=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h5 style=\"text-align: left;\"><a href=\"https:\/\/www.itech-progress.com\/en\/isaqb-advanced-level\/isaqb-software-architecture-for-ai-systems\/\">Software Architecture for<br \/>A<\/a>I <a href=\"https:\/\/www.itech-progress.com\/en\/isaqb-advanced-level\/isaqb-software-architecture-for-ai-systems\/\">Systems (iSAQB\u00ae Advanced)<\/a> <img decoding=\"async\" data-src=\"https:\/\/www.itech-progress.com\/wp-content\/uploads\/2017\/09\/logo_isaqb_no-bg.png\" width=\"60\" height=\"150\" alt=\"ihk logo\" style=\"--smush-placeholder-width: 60px; --smush-placeholder-aspect-ratio: 60\/150;float: right;\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/h5>\n<p style=\"text-align: left;\">Design, integrate, and reliably<br \/>operate AI systems in a<br \/>systematic way.<\/p>\n<p>[\/et_pb_text][et_pb_blurb title=&#8221;Architectural decisions for AI systems&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xf19c;||fa||900&#8243; icon_color=&#8221;#004830&#8243; image_icon_background_color=&#8221;#FFFFFF&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#004830&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]Quality requirements, trade-offs,<br \/>patterns and principles[\/et_pb_blurb][et_pb_blurb title=&#8221;Data and model architectures&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xf1c0;||fa||900&#8243; icon_color=&#8221;#004830&#8243; image_icon_background_color=&#8221;#FFFFFF&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#004830&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]Data management, feature engineering<br \/>and model deployment[\/et_pb_blurb][et_pb_blurb title=&#8221;LLMs and generative AI in system design&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xf542;||fa||900&#8243; icon_color=&#8221;#004830&#8243; image_icon_background_color=&#8221;#FFFFFF&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;21px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#004830&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Architectural patterns, prompt design, RAG architectures<\/p>\n<p>[\/et_pb_blurb][et_pb_blurb title=&#8221;MLOps and operations&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xf185;||fa||400&#8243; icon_color=&#8221;#004830&#8243; image_icon_background_color=&#8221;#FFFFFF&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#004830&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]Pipelines, deployment, monitoring and continuous improvement[\/et_pb_blurb][et_pb_blurb title=&#8221;Security, governance, and compliance&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xf3ed;||fa||900&#8243; icon_color=&#8221;#004830&#8243; image_icon_background_color=&#8221;#FFFFFF&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#004830&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]Risks, data protection, explainability, auditability and policies[\/et_pb_blurb][et_pb_blurb title=&#8221;Integration and scaling&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xe06f;||divi||400&#8243; icon_color=&#8221;#004830&#8243; image_icon_background_color=&#8221;#FFFFFF&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#004830&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]Microservices, APIs, event-driven, cloud and hybrid architectures[\/et_pb_blurb][et_pb_blurb title=&#8221;Outcome: Design, integrate and reliably operate AI systems.&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xf140;||fa||900&#8243; icon_color=&#8221;#FFFFFF&#8221; image_icon_background_color=&#8221;#004830&#8243; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#004830&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; background_color=&#8221;rgba(0,72,48,0.29)&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;10px|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_blurb][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; background_enable_image=&#8221;off&#8221; background_size=&#8221;stretch&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; border_radii=&#8221;on|15px|15px|15px|15px&#8221; border_width_right=&#8221;1px&#8221; border_width_left=&#8221;1px&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.6&#8243; _dynamic_attributes=&#8221;link_option_url&#8221; _module_preset=&#8221;default&#8221; text_font=&#8221;|||on|||||&#8221; text_text_color=&#8221;#FFFFFF&#8221; text_font_size=&#8221;26px&#8221; background_color=&#8221;#001091&#8243; text_orientation=&#8221;center&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;10px||10px||true|false&#8221; link_option_url=&#8221;@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9wYWdlIiwic2V0dGluZ3MiOnsicG9zdF9pZCI6IjUyODE1In19@&#8221; link_option_url_new_window=&#8221;on&#8221; border_radii=&#8221;off|15px|15px||&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>SPECIALIZE<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; _dynamic_attributes=&#8221;link_option_url&#8221; _module_preset=&#8221;default&#8221; text_font_size=&#8221;16px&#8221; header_5_font_size=&#8221;19px&#8221; background_color=&#8221;rgba(134,203,237,0.14)&#8221; text_orientation=&#8221;center&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;20px|12px|10px|12px|false|true&#8221; link_option_url=&#8221;@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9wYWdlIiwic2V0dGluZ3MiOnsicG9zdF9pZCI6IjUyODE1In19@&#8221; link_option_url_new_window=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h5 style=\"text-align: left;\"><a href=\"https:\/\/www.itech-progress.com\/en\/extended-trainings\/ai-agents-for-architects\/\">Al Agents for Architects<\/a><br \/><a href=\"https:\/\/www.itech-progress.com\/en\/extended-trainings\/ai-agents-for-architects\/\">(Extended Training)<\/a><\/h5>\n<h5 style=\"text-align: left;\"><strong><img decoding=\"async\" data-src=\"https:\/\/www.itech-progress.com\/wp-content\/uploads\/2018\/05\/Bildmarke_solo_no-bg.png\" width=\"40\" height=\"150\" alt=\"ihk logo\" style=\"--smush-placeholder-width: 40px; --smush-placeholder-aspect-ratio: 40\/150;float: right;\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/strong><\/h5>\n<p style=\"text-align: left;\">Understand, design, and safely deploy<br \/>agentic systems into production.<\/p>\n<p>[\/et_pb_text][et_pb_blurb title=&#8221;Understanding agentic systems&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xf007;||fa||400&#8243; icon_color=&#8221;#001091&#8243; image_icon_background_color=&#8221;#FFFFFF&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#001091&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]Skills, roles, interaction and<br \/>governance models[\/et_pb_blurb][et_pb_blurb title=&#8221;Architectural patterns for AI agents&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xf542;||fa||900&#8243; icon_color=&#8221;#001091&#8243; image_icon_background_color=&#8221;#FFFFFF&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;21px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#001091&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Orchestration, choreography<br \/>and multi-agent patterns<\/p>\n<p>[\/et_pb_blurb][et_pb_blurb title=&#8221;Context, memory, and knowledge&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xf1c0;||fa||900&#8243; icon_color=&#8221;#001091&#8243; image_icon_background_color=&#8221;#FFFFFF&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#001091&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]Long-term memory, vector databases<br \/>and knowledge management[\/et_pb_blurb][et_pb_blurb title=&#8221;Security, control, and guardrails&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xf3ed;||fa||900&#8243; icon_color=&#8221;#001091&#8243; image_icon_background_color=&#8221;#FFFFFF&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#001091&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]Access control, policy enforcement and secure execution[\/et_pb_blurb][et_pb_blurb title=&#8221;Deploying agents to production&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xe0e9;||divi||400&#8243; icon_color=&#8221;#001091&#8243; image_icon_background_color=&#8221;#FFFFFF&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#001091&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]Evaluation, monitoring, cost control and continuous optimization[\/et_pb_blurb][et_pb_blurb title=&#8221;Outcome: Design, orchestrate and reliably operate agentic systems.&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xf140;||fa||900&#8243; icon_color=&#8221;#FFFFFF&#8221; image_icon_background_color=&#8221;#001091&#8243; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#001091&#8243; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; background_color=&#8221;rgba(134,203,237,0.42)&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;195px||||false|false&#8221; custom_margin_tablet=&#8221;197px||||false|false&#8221; custom_margin_phone=&#8221;0px||||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;10px|5px||5px|false|false&#8221; hover_enabled=&#8221;0&#8243; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;][\/et_pb_blurb][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; background_enable_image=&#8221;off&#8221; background_size=&#8221;stretch&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; border_radii=&#8221;on|15px|15px|15px|15px&#8221; border_width_right=&#8221;1px&#8221; border_width_left=&#8221;1px&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.6&#8243; _dynamic_attributes=&#8221;link_option_url&#8221; _module_preset=&#8221;default&#8221; text_font=&#8221;|||on|||||&#8221; text_text_color=&#8221;#FFFFFF&#8221; text_font_size=&#8221;26px&#8221; background_color=&#8221;#fd703f&#8221; text_orientation=&#8221;center&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;10px||10px||true|false&#8221; link_option_url=&#8221;@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9wYWdlIiwic2V0dGluZ3MiOnsicG9zdF9pZCI6IjUyODI3In19@&#8221; link_option_url_new_window=&#8221;on&#8221; border_radii=&#8221;off|15px|15px||&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>EFFICIENCY &amp; SUPPORT<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; _dynamic_attributes=&#8221;link_option_url&#8221; _module_preset=&#8221;default&#8221; text_font_size=&#8221;16px&#8221; header_5_font_size=&#8221;19px&#8221; background_color=&#8221;rgba(134,203,237,0.14)&#8221; text_orientation=&#8221;center&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;20px|12px|10px|12px|false|true&#8221; link_option_url=&#8221;@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9wYWdlIiwic2V0dGluZ3MiOnsicG9zdF9pZCI6IjUyODI3In19@&#8221; link_option_url_new_window=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h5 style=\"text-align: left; color: #fd703f;\"><a href=\"https:\/\/www.itech-progress.com\/en\/extended-trainings\/ai-as-a-tool-in-the-architectural-process\/\">AI4SWARC<br \/><\/a><a href=\"https:\/\/www.itech-progress.com\/en\/extended-trainings\/ai-as-a-tool-in-the-architectural-process\/\">(Extended Training)<\/a><\/h5>\n<h5 style=\"text-align: left;\"><strong><img decoding=\"async\" data-src=\"https:\/\/www.itech-progress.com\/wp-content\/uploads\/2018\/05\/Bildmarke_solo_no-bg.png\" width=\"40\" height=\"150\" alt=\"ihk logo\" style=\"--smush-placeholder-width: 40px; --smush-placeholder-aspect-ratio: 40\/150;float: right;\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/strong><\/h5>\n<p style=\"text-align: left;\">Use AI purposefully as an assistive<br \/>system throughout the entire architecture<br \/>process.<\/p>\n<p>[\/et_pb_text][et_pb_blurb title=&#8221;Understanding AI-supported assistance&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xe007;||divi||400&#8243; icon_color=&#8221;#fd703f&#8221; image_icon_background_color=&#8221;#FFFFFF&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#fd703f&#8221; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]How AI supports architects throughout<br \/>the entire architecture process[\/et_pb_blurb][et_pb_blurb title=&#8221;Accelerating requirements &#038; design&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#x69;||divi||400&#8243; icon_color=&#8221;#fd703f&#8221; image_icon_background_color=&#8221;#FFFFFF&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#fd703f&#8221; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]Structuring, analyzing and developing<br \/>requirements and concepts[\/et_pb_blurb][et_pb_blurb title=&#8221;Improve code, quality &#038; reviews&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xe620;||divi||400&#8243; icon_color=&#8221;#fd703f&#8221; image_icon_background_color=&#8221;#FFFFFF&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;28px&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.6&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#fd703f&#8221; header_font_size=&#8221;17px&#8221; header_line_height=&#8221;2em&#8221; body_font_size=&#8221;15px&#8221; image_icon_custom_padding=&#8221;5px|5px|5px|5px|true|true&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;|5px||5px|false|false&#8221; border_radii_image=&#8221;on|50px|50px|50px|50px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Automated analysis, reviews<br \/>and quality assurance in day-to-day project work<\/p>\n<p>[\/et_pb_blurb][et_pb_blurb title=&#8221;Documentation &#038; 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Responsible. Future-Proof. 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