{"id":29144,"date":"2026-03-02T10:45:26","date_gmt":"2026-03-02T09:45:26","guid":{"rendered":"https:\/\/spiritinprojects.com\/?post_type=training&#038;p=29144"},"modified":"2026-03-02T10:45:29","modified_gmt":"2026-03-02T09:45:29","slug":"ai4re-artificial-intelligence-in-requirements-engineering","status":"publish","type":"training","link":"https:\/\/spiritinprojects.com\/en\/training\/ai4re-artificial-intelligence-in-requirements-engineering\/","title":{"rendered":"AI4RE \u2013 artificial intelligence in requirements engineering"},"content":{"rendered":"<\/p>\n<div id='full_slider_1'  class='avia-fullwidth-slider main_color avia-shadow   avia-builder-el-0  el_before_av_layout_row  avia-builder-el-first   container_wrap sidebar_right'  ><div  class='avia-slideshow av-9axy1dd-76b51d30e76ff3070b812e91cbd6f74a avia-slideshow-featured av_slideshow_full avia-slide-slider av-slideshow-ui av-control-default av-slideshow-manual av-loop-once av-loop-manual-endless av-default-height-applied   avia-slideshow-1' data-slideshow-options=\"{&quot;animation&quot;:&quot;slide&quot;,&quot;autoplay&quot;:false,&quot;loop_autoplay&quot;:&quot;once&quot;,&quot;interval&quot;:5,&quot;loop_manual&quot;:&quot;manual-endless&quot;,&quot;autoplay_stopper&quot;:false,&quot;noNavigation&quot;:false,&quot;bg_slider&quot;:false,&quot;keep_padding&quot;:false,&quot;hoverpause&quot;:false,&quot;show_slide_delay&quot;:0}\"  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><ul class='avia-slideshow-inner ' style='padding-bottom: 30.714285714286%;'><li  class='avia-slideshow-slide av-9axy1dd-76b51d30e76ff3070b812e91cbd6f74a__0  av-single-slide slide-1 slide-odd'><div data-rel='slideshow-1' class='avia-slide-wrap '  title='Header Requirements Engineer, die Rolle f\u00fcr Ihr Karriereprofil' ><img decoding=\"async\" fetchpriority=\"high\" class=\"wp-image-19269 avia-img-lazy-loading-not-19269\"  src=\"https:\/\/spiritinprojects.com\/wp-content\/uploads\/2024\/09\/header_requirements_engineer-1400x430.jpeg\" width=\"1400\" height=\"430\" title='header_requirements_engineer' alt='Header Requirements Engineer, die Rolle f\u00fcr Ihr Karriereprofil'  itemprop=\"thumbnailUrl\"   \/><\/div><\/li><\/ul><\/div><\/div>\n<div id='av-layout-grid-1'  class='av-layout-grid-container av-8bn4amp-84cdd88dcd409653cddd1913716f1561 entry-content-wrapper main_color av-flex-cells  avia-builder-el-1  el_after_av_slideshow_full  el_before_av_section  grid-row-not-first  container_wrap sidebar_right'  >\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-7z42aq9-7fe525b4245e3e1beb953d77ad2ffaa4\">\n.flex_cell.av-7z42aq9-7fe525b4245e3e1beb953d77ad2ffaa4{\nvertical-align:top;\nbackground-color:#95c11f;\n}\n.responsive #top #wrap_all .flex_cell.av-7z42aq9-7fe525b4245e3e1beb953d77ad2ffaa4{\npadding:9px 0 0 0 !important;\n}\n<\/style>\n<div class='flex_cell av-7z42aq9-7fe525b4245e3e1beb953d77ad2ffaa4 av-gridrow-cell av_one_full no_margin  avia-builder-el-2  avia-builder-el-no-sibling  content-align-top'  ><div class='flex_cell_inner'><\/div><\/div>\n<\/div>\n<div id='av_section_1'  class='avia-section av-m0w64eei-d32986d763725dffbb8b197c2f759c7c main_color avia-section-no-padding avia-no-border-styling  avia-builder-el-3  el_after_av_layout_row  el_before_av_two_third  sip-remove-top-border-after-section avia-bg-style-scroll container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-29144'><div class='entry-content-wrapper clearfix'>\n<div class='flex_column_table av-m0w6ahbx-cd2de179100e32111852ec479288d159 sc-av_one_fifth av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0w6ahbx-cd2de179100e32111852ec479288d159\">\n#top .flex_column_table.av-equal-height-column-flextable.av-m0w6ahbx-cd2de179100e32111852ec479288d159{\nmargin-top:-70px;\nmargin-bottom:0px;\n}\n.flex_column.av-m0w6ahbx-cd2de179100e32111852ec479288d159{\nborder-radius:0px 0px 0px 0px;\npadding:40px 40px 40px 40px;\nbackground-color:#6eab27;\n}\n<\/style>\n<div  class='flex_column av-m0w6ahbx-cd2de179100e32111852ec479288d159 av_one_fifth  avia-builder-el-4  el_before_av_four_fifth  avia-builder-el-first  first no_margin flex_column_table_cell av-equal-height-column av-align-top  '     ><span class=\"av_font_icon avia_animate_when_visible avia-icon-animate  av-icon-style-border  sip-icon-bg avia-icon-pos-center \" style=\"color:#95C11F; border-color:#95C11F;\"><a href='https:\/\/spiritinprojects.com\/requirements-engineering\/'   class='av-icon-char' style='font-size:30px;line-height:30px;width:30px;height:30px; background-color: #95C11F; box-shadow: 0 0 0 3px #95C11F;' aria-hidden='true' data-av_icon='\ue812' data-av_iconfont='spiritinprojects'  ><\/a><\/span><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0w6npiz-19439f210153d93afb54a3648e86dbe1\">\n#top .flex_column_table.av-equal-height-column-flextable.av-m0w6npiz-19439f210153d93afb54a3648e86dbe1{\nmargin-top:-70px;\nmargin-bottom:0px;\n}\n.flex_column.av-m0w6npiz-19439f210153d93afb54a3648e86dbe1{\nborder-radius:0px 0px 0px 0px;\npadding:40px 40px 40px 40px;\nbackground-color:#6eab27;\nbackground:linear-gradient( to right, #6eab27, #95c11f, #afcb37 );\n}\n<\/style>\n<div  class='flex_column av-m0w6npiz-19439f210153d93afb54a3648e86dbe1 av_four_fifth  avia-builder-el-6  el_after_av_one_fifth  avia-builder-el-last  no_margin flex_column_table_cell av-equal-height-column av-align-top  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-t1sabw-aaa0b8b0569f2281f1d3d57dd5239031\">\n#top .hr.hr-invisible.av-t1sabw-aaa0b8b0569f2281f1d3d57dd5239031{\nheight:25px;\n}\n<\/style>\n<div  class='hr av-t1sabw-aaa0b8b0569f2281f1d3d57dd5239031 hr-invisible  avia-builder-el-7  el_before_av_textblock  avia-builder-el-first '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0w65jsu-b816d9f78c2bfdd10a284fe0907f5da6\">\n#top .av_textblock_section.av-m0w65jsu-b816d9f78c2bfdd10a284fe0907f5da6 .avia_textblock{\ncolor:#ffffff;\n}\n<\/style>\n<section  class='av_textblock_section av-m0w65jsu-b816d9f78c2bfdd10a284fe0907f5da6 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><h2>AI4RE \u2013 artificial intelligence in requirements engineering<\/h2>\n<p>Based on the current IREB\u00ae curriculum.<\/p>\n<\/div><\/section><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_1'  class='main_color av_default_container_wrap container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-29144'><div class='entry-content-wrapper clearfix'><div  class='flex_column av-4q6y3ik-ee1210e62d43ed6d2b0744082e06427a av_two_third  avia-builder-el-9  el_after_av_section  el_before_av_one_third  avia-builder-el-first  first flex_column_div  '     ><section  class='av_textblock_section av-m0gq2qzv-c36a03d75ff74afe57c97f5734f9b133 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><p>Artificial intelligence \u2013 especially large language models (LLMs) \u2013 is changing the way requirements are gathered, documented, validated and managed. But where does AI actually provide benefits in requirements engineering (RE), where are its limitations, and what risks need to be considered?<\/p>\n<p>In this practice-oriented one-day course, you will learn how AI can be used responsibly and purposefully in requirements engineering. You will develop a sound understanding of modern AI concepts, learn about the functioning and special features of LLMs, and discover how AI can meaningfully support RE activities throughout the entire life cycle. The course combines theoretical fundamentals with concrete application examples, best practices for prompt engineering, and aspects of AI governance and compliance.<\/p>\n<\/div><\/section><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1ikbufg-72f6e20706af25a7bf10e6933f10b25b\">\n.flex_column.av-1ikbufg-72f6e20706af25a7bf10e6933f10b25b{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-1ikbufg-72f6e20706af25a7bf10e6933f10b25b av_one_third  avia-builder-el-11  el_after_av_two_third  el_before_av_hr  flex_column_div av-animated-generic pop-up av-zero-column-padding avia-link-column av-column-link  '    data-link-column-url=\"https:\/\/spiritinprojects.com\/trainings\/zertifizierungen\/#requirements-engineering\"   ><a class=\"av-screen-reader-only\" href=https:\/\/spiritinprojects.com\/trainings\/zertifizierungen\/#requirements-engineering >Follow a manual added link<\/a><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-zn1iwc-8453e15dfa07c65d1056e28ed103b4cc\">\n.avia-image-container.av-zn1iwc-8453e15dfa07c65d1056e28ed103b4cc img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-zn1iwc-8453e15dfa07c65d1056e28ed103b4cc .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-zn1iwc-8453e15dfa07c65d1056e28ed103b4cc av-styling- avia-align-center  avia-builder-el-12  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-2094 avia-img-lazy-loading-not-2094 avia_image ' src=\"https:\/\/spiritinprojects.com\/wp-content\/uploads\/2019\/07\/ireb_logo-300x150.jpg\" alt='' title='ireb_logo'  height=\"150\" width=\"300\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/spiritinprojects.com\/wp-content\/uploads\/2019\/07\/ireb_logo-300x150.jpg 300w, https:\/\/spiritinprojects.com\/wp-content\/uploads\/2019\/07\/ireb_logo.jpg 345w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-rr86to-841668c5c5b10c554c0220f7bbab8a4f\">\n#top .av_textblock_section.av-rr86to-841668c5c5b10c554c0220f7bbab8a4f .avia_textblock{\ncolor:#a2c037;\n}\n<\/style>\n<section  class='av_textblock_section av-rr86to-841668c5c5b10c554c0220f7bbab8a4f '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_icon_caption av-special-font av_inherit_color'  itemprop=\"text\" ><\/div><\/section><\/p><\/div><\/p>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0gud2jf-e2e2fb046c1085f4fbdf7029d873a964\">\n#top 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img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-1s0acuk-b6c373eaf1231b6613baacd7b66d7fbf .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-1s0acuk-b6c373eaf1231b6613baacd7b66d7fbf av-styling-circle av-hover-grow av-hide-overflow avia-align-center  avia-builder-el-16  avia-builder-el-no-sibling '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-19732 avia-img-lazy-loading-not-19732 avia_image ' src=\"https:\/\/spiritinprojects.com\/wp-content\/uploads\/2024\/09\/trainings-300x300-1.jpg\" alt='' title='trainings-300x300'  height=\"300\" width=\"300\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/spiritinprojects.com\/wp-content\/uploads\/2024\/09\/trainings-300x300-1.jpg 300w, https:\/\/spiritinprojects.com\/wp-content\/uploads\/2024\/09\/trainings-300x300-1-80x80.jpg 80w, https:\/\/spiritinprojects.com\/wp-content\/uploads\/2024\/09\/trainings-300x300-1-36x36.jpg 36w, https:\/\/spiritinprojects.com\/wp-content\/uploads\/2024\/09\/trainings-300x300-1-180x180.jpg 180w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1bpwj58-4f7942daa3e22da640b71a87d9430251\">\n.flex_column.av-1bpwj58-4f7942daa3e22da640b71a87d9430251{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-1bpwj58-4f7942daa3e22da640b71a87d9430251 av_two_third  avia-builder-el-17  el_after_av_one_third  el_before_av_hr  sip-beratung-column-spacing flex_column_div av-zero-column-padding  '     ><article  class=\"iconbox iconbox_top main_color    avia-builder-el-18  avia-builder-el-no-sibling  \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconbox_content\"><header class=\"entry-content-header\"><div class=\"iconbox_icon heading-color \" aria-hidden='true' data-av_icon='\ue812' data-av_iconfont='entypo-fontello'  ><\/div><h3 class='iconbox_content_title  '  itemprop=\"headline\"  >Objectives<\/h3><\/header><div class='iconbox_content_container  '  itemprop=\"text\"  ><ul>\n<li style=\"text-align: left;\">Explain and classify the fundamental concepts of modern AI in requirements engineering<\/li>\n<li style=\"text-align: left;\">Realistically assess the capabilities, limitations and typical risks of large language models (LLMs)<\/li>\n<li style=\"text-align: left;\">Formulate targeted prompts and critically review, validate and improve AI results<\/li>\n<li style=\"text-align: left;\">Identify and address risks, responsibilities and regulatory aspects (e.g. hallucinations, bias, data protection, confidentiality, human-in-the-loop)<\/li>\n<li style=\"text-align: left;\">Evaluate typical application scenarios for AI in requirements engineering and use them in context<\/li>\n<li style=\"text-align: left;\">Preparation for AI4RE Micro Credential from IREB<\/li>\n<\/ul>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-jbrjsc-6fa6f1016997ccbface0f4fffca7ef83\">\n#top .hr.hr-invisible.av-jbrjsc-6fa6f1016997ccbface0f4fffca7ef83{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-jbrjsc-6fa6f1016997ccbface0f4fffca7ef83 hr-invisible  avia-builder-el-19  el_after_av_two_third  el_before_av_one_full '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p>\n<div  class='flex_column av-1rwcw98-bea9e1c232cd805d706d99dbd20ead58 av_one_full  avia-builder-el-20  el_after_av_hr  el_before_av_hr  first flex_column_div  '     ><section  class='av_textblock_section av-m0mae3qf-cd617c030f9a1cdd1bc9c943ad6c58d4 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h4>Target groups:<\/h4>\n<p>Business Analyst, Requirements Engineer, Product Owner, Scrum Master, Project Manager, Project Director, Test Manager, Tester, Enterprise Architect, System\/Software Architect, UX\/Usability Expert, Demand-\/Portfolio-Manages and anyone who wants to use AI in a practical and responsible manner in the real estate sector.<\/p>\n<\/div><\/section><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m1j1a7d0-18157e9f1fbb366cf25278b6ac244a34\">\n#top .hr.hr-invisible.av-m1j1a7d0-18157e9f1fbb366cf25278b6ac244a34{\nheight:25px;\n}\n<\/style>\n<div  class='hr av-m1j1a7d0-18157e9f1fbb366cf25278b6ac244a34 hr-invisible  avia-builder-el-22  el_after_av_one_full  el_before_av_one_full '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p>\n<div  class='flex_column av-l2ghsc-dc9c98609ab1ad27110f9cfbdd62a076 av_one_full  avia-builder-el-23  el_after_av_hr  el_before_av_hr  first flex_column_div  '     ><div  class='avia-button-wrap avia-button-center  avia-builder-el-24  avia-builder-el-no-sibling '>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m1apqxge-68c7ca5f12195bd1aec2be158c780eb7\">\n#top #wrap_all .avia-button.av-m1apqxge-68c7ca5f12195bd1aec2be158c780eb7:hover{\ncolor:white;\ntransition:all 0.4s ease-in-out;\n}\n#top #wrap_all .avia-button.av-m1apqxge-68c7ca5f12195bd1aec2be158c780eb7:hover .avia-svg-icon svg:first-child{\nfill:white;\nstroke:white;\n}\n<\/style>\n<a href='https:\/\/training.spiritinprojects.com\/buchung\/termine\/RE%2040' class='avia-color-theme-color avia-font-color-theme-color avia-button avia-button-fullwidth av-m1apqxge-68c7ca5f12195bd1aec2be158c780eb7 avia-icon_select-yes-left-icon avia-color-theme-color'   aria-label=\"show dates and times\"><span class='avia_button_icon avia_button_icon_left avia-iconfont avia-font-entypo-fontello' data-av_icon='\ue85b' data-av_iconfont='entypo-fontello' ><\/span><span class='avia_iconbox_title' >show dates and times<\/span><span class='avia_button_background avia-button avia-button-fullwidth avia-color-theme-color-highlight'><\/span><\/a><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0qv5tl9-2158a50c310b576a350a1bcca6fef65f\">\n#top .hr.hr-invisible.av-m0qv5tl9-2158a50c310b576a350a1bcca6fef65f{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-m0qv5tl9-2158a50c310b576a350a1bcca6fef65f hr-invisible  avia-builder-el-25  el_after_av_one_full  el_before_av_icon_box '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p>\n<article  class=\"iconbox iconbox_left    avia-builder-el-26  el_after_av_hr  el_before_av_hr  \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconbox_content\"><header class=\"entry-content-header\"><div class=\"iconbox_icon heading-color \" aria-hidden='true' data-av_icon='\ue801' data-av_iconfont='spiritinprojects'  ><\/div><h3 class='iconbox_content_title  '  itemprop=\"headline\"  >Completion \/ Online Assessment <\/h3><\/header><div class='iconbox_content_container  '  itemprop=\"text\"  ><p>The training is based on the current IREB AI4RE curriculum and supports you in optionally acquiring an AI4RE Micro-Credential (digital micro-badge). A voluntary online assessment is available for this purpose.<\/p>\n<p><strong>Notes:<\/strong><\/p>\n<p>The online assessment is in multiple-choice format (approx. 30 minutes, approx. 25 questions, non-proctored). There is an additional fee for the micro-credential. Details on the process, providers and costs can be found on our certification overview page.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article>\n<div  id=\"videos\"  class='hr av-150noto-148c71870a74324aa29a7baaf2d9116f hr-full  avia-builder-el-27  el_after_av_icon_box  el_before_av_one_full  hr-no-shadow'><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<div  class='flex_column av-18jy5yk-4e08808bb186e6973bdebe7644626aac av_one_full  avia-builder-el-28  el_after_av_hr  el_before_av_hr  first flex_column_div  '     ><section  class='av_textblock_section av-vx2zsc-56927ef56362bf0b3372551a7344c269 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h2>Syllabus<\/h2>\n<\/div><\/section><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0m7kazj-0910d7414076f067f928183e93b46bb8\">\n#top .hr.hr-invisible.av-m0m7kazj-0910d7414076f067f928183e93b46bb8{\nheight:25px;\n}\n<\/style>\n<div  class='hr av-m0m7kazj-0910d7414076f067f928183e93b46bb8 hr-invisible  avia-builder-el-30  el_after_av_one_full  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p>\n<section  class='av_textblock_section av-m0m6xvzq-43d3df017ecf1eb7ae5bdb52d3406164 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3><strong>1. AI basics for requirements engineering<\/strong><\/h3>\n<ul>\n<li>What is AI \u2013 and what is it not?<\/li>\n<li>Overview of AI technologies in the context of RE (NLP, vision, ML, expert systems)<\/li>\n<li style=\"text-align: left;\">Realistic applications and limitations of AI in RE<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0m7yc01-3896b24a484fc43a4536af034993c591\">\n#top .hr.hr-invisible.av-m0m7yc01-3896b24a484fc43a4536af034993c591{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  id=\"GrundlegendePrinzipien\"  class='hr av-m0m7yc01-3896b24a484fc43a4536af034993c591 hr-invisible  avia-builder-el-32  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m0m72p59-1a455b4e8a63cdbae13d2a0d4f7b8c7e '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3><span style=\"font-size: 18px; font-weight: 600;\">2. Understanding Large Language Models (LLMs) <\/span><\/h3>\n<ul>\n<li>Fundamental concepts of LLMs<\/li>\n<li>Core mechanism: prediction rather than understanding<\/li>\n<li>Probabilistic generation and its consequences for RE artefacts<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0m7xz8o-fb6fb74efff1f0b061f18d046385a974\">\n#top .hr.hr-invisible.av-m0m7xz8o-fb6fb74efff1f0b061f18d046385a974{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-m0m7xz8o-fb6fb74efff1f0b061f18d046385a974 hr-invisible  avia-builder-el-34  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m0m72y60-5c1a4186b16e009ec07d328b8d269ee9 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3><span style=\"font-size: 18px; font-weight: 600;\">3. Prompt engineering in requirements engineering<\/span><\/h3>\n<ul>\n<li>Significance and structure of context<\/li>\n<li>Using context correctly (roles, objectives, quality criteria)<\/li>\n<li>Prompting patterns and techniques for typical RE tasks<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0m8ubqo-e0ac5a7805203ecd51ef0e5a99dace32\">\n#top .hr.hr-invisible.av-m0m8ubqo-e0ac5a7805203ecd51ef0e5a99dace32{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-m0m8ubqo-e0ac5a7805203ecd51ef0e5a99dace32 hr-invisible  avia-builder-el-36  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m0m73hd8-c2db4001c9810df1cc29928a4e9b6479 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3>4. Risks and responsibilities<\/h3>\n<ul>\n<li>Typical risks when using LLMs in RE (e.g. hallucination, bias)<\/li>\n<li>Data protection, confidentiality and compliance<\/li>\n<li>AI governance and Human-in-the-lopp<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0m8uzzi-9e1ed38f5a0cf67c70fbc35b8a2421ab\">\n#top .hr.hr-invisible.av-m0m8uzzi-9e1ed38f5a0cf67c70fbc35b8a2421ab{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-m0m8uzzi-9e1ed38f5a0cf67c70fbc35b8a2421ab hr-invisible  avia-builder-el-38  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m0m7589d-25bb35522f209efc30cdf3b0d1ecd9f3 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3><span style=\"font-size: 18px; font-weight: 600;\">5. Use cases for AI in requirements engineering<\/span><\/h3>\n<ul>\n<li>Requirements gathering: exploration, interview guides, transcription<\/li>\n<li>Documentation: formulation, consistency checks, glossaries<\/li>\n<li>Validation: detection of contradictions, ambiguities and quality defects<\/li>\n<li>Requirements management: attributes, prioritisation and change support<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0m8yv9j-6350e922cd0044dbeacb6f55474dcc26\">\n#top .hr.hr-invisible.av-m0m8yv9j-6350e922cd0044dbeacb6f55474dcc26{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-m0m8yv9j-6350e922cd0044dbeacb6f55474dcc26 hr-invisible  avia-builder-el-40  el_after_av_textblock  el_before_av_hr '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0m7jaie-0b009f8ac7972023f0ade7daece7a9d9\">\n#top .hr.hr-invisible.av-m0m7jaie-0b009f8ac7972023f0ade7daece7a9d9{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-m0m7jaie-0b009f8ac7972023f0ade7daece7a9d9 hr-invisible  avia-builder-el-41  el_after_av_hr  el_before_av_hr '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m1app8u4-c245f367868abe606e35443e95fed485\">\n#top .hr.hr-invisible.av-m1app8u4-c245f367868abe606e35443e95fed485{\nheight:20px;\n}\n<\/style>\n<div  class='hr av-m1app8u4-c245f367868abe606e35443e95fed485 hr-invisible  avia-builder-el-42  el_after_av_hr  el_before_av_one_full '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<div  class='flex_column av-vd0op8-a32b018d69734d2468fb6a7193ecaca1 av_one_full  avia-builder-el-43  el_after_av_hr  avia-builder-el-last  first flex_column_div  '     ><section  class='av_textblock_section av-m38kuc2j-7d276d6cad191a82d26818f2edf2fa8b '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3>Advising after course completion:<\/h3>\n<\/div><\/section><br \/>\n<div  class='avia-icon-list-container av-m38kv81c-de1378f0e222391c4a7b410bd3937e7b  avia-builder-el-45  el_after_av_textblock  avia-builder-el-last '><ul class='avia-icon-list avia_animate_when_almost_visible avia-icon-list-left av-iconlist-big av-m38kv81c-de1378f0e222391c4a7b410bd3937e7b avia-iconlist-animate'>\n<li><div class='iconlist_icon av-m38kv7lk-80ab2b6d9d4eeba1474e6fe5abfcb8bc avia-font-spiritinprojects avia-iconfont avia-font-spiritinprojects'><span class='av-icon-char' data-av_icon='\ue801' data-av_iconfont='spiritinprojects' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: &lt;a href=&#039;https:\/\/spiritinprojects.com\/training\/erheben-und-abstimmen-von-anforderungen-nach-ireb\/&#039; title=&#039;Requirements Elicitation&#039;&gt;Requirements Elicitation&lt;\/a&gt;\"><h4 class='av_iconlist_title iconlist_title  '  itemprop=\"headline\" ><a href='https:\/\/spiritinprojects.com\/training\/erheben-und-abstimmen-von-anforderungen-nach-ireb\/' title='Requirements Elicitation'>Requirements Elicitation<\/a><\/h4><\/header><div class='iconlist_content '  itemprop=\"text\" ><p><span data-teams=\"true\"><span class=\"ui-provider a b c d e f g h i j k l m n o p q r s t u v w x y z ab ac ae af ag ah ai aj ak\" dir=\"ltr\">At the end of the course, it is possible t<\/span><\/span>o obtain the CPRE AL Requirements Elicitation \u2013 Practitioner certificate of IREB.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-m38kzn6j-45971bdfb9763687e24043735fd8b3cb avia-font-spiritinprojects avia-iconfont avia-font-spiritinprojects'><span class='av-icon-char' data-av_icon='\ue801' data-av_iconfont='spiritinprojects' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: &lt;a href=&#039;https:\/\/spiritinprojects.com\/training\/anforderungen-modellieren-nach-ireb\/&#039; title=&#039;REQUIREMENTS MODELING&#039;&gt;REQUIREMENTS MODELING&lt;\/a&gt;\"><h4 class='av_iconlist_title iconlist_title  '  itemprop=\"headline\" ><a href='https:\/\/spiritinprojects.com\/training\/anforderungen-modellieren-nach-ireb\/' title='REQUIREMENTS MODELING'>REQUIREMENTS MODELING<\/a><\/h4><\/header><div class='iconlist_content '  itemprop=\"text\" ><p><span data-teams=\"true\"><span class=\"ui-provider a b c d e f g h i j k l m n o p q r s t u v w x y z ab ac ae af ag ah ai aj ak\" dir=\"ltr\">At the end of the course, it is possible t<\/span><\/span>o obtain the CPRE AL Requirements Modeling \u2013 Practitioner certificate of IREB.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-m38kzn6j-8-a32e7c9923d046786b21f6cf9875e91a avia-font-spiritinprojects avia-iconfont avia-font-spiritinprojects'><span class='av-icon-char' data-av_icon='\ue801' data-av_iconfont='spiritinprojects' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: &lt;a href=&#039;https:\/\/spiritinprojects.com\/training\/anforderungen-verwalten-requirements-management-nach-ireb\/&#039; title=&#039;Requirements Management&#039;&gt;Requirements Management&lt;\/a&gt;\"><h4 class='av_iconlist_title iconlist_title  '  itemprop=\"headline\" ><a href='https:\/\/spiritinprojects.com\/training\/anforderungen-verwalten-requirements-management-nach-ireb\/' title='Requirements Management'>Requirements Management<\/a><\/h4><\/header><div class='iconlist_content '  itemprop=\"text\" ><p><span data-teams=\"true\"><span class=\"ui-provider a b c d e f g h i j k l m n o p q r s t u v w x y z ab ac ae af ag ah ai aj ak\" dir=\"ltr\">At the end of the course, it is possible t<\/span><\/span>o obtain the CPRE AL Requirements Management \u2013 Practitioner certificate of IREB.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-m38kzn6j-7-9146401333cef11c1ac90a4840a65783 avia-font-spiritinprojects avia-iconfont avia-font-spiritinprojects'><span class='av-icon-char' data-av_icon='\ue801' data-av_iconfont='spiritinprojects' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: &lt;a href=&#039;https:\/\/spiritinprojects.com\/training\/agiles-anforderungsmanagement-reagileprimer\/&#039; title=&#039;@Primer&#039;&gt;@Primer&lt;\/a&gt;\"><h4 class='av_iconlist_title iconlist_title  '  itemprop=\"headline\" ><a href='https:\/\/spiritinprojects.com\/training\/agiles-anforderungsmanagement-reagileprimer\/' title='@Primer'>@Primer<\/a><\/h4><\/header><div class='iconlist_content '  itemprop=\"text\" ><p><span data-teams=\"true\"><span class=\"ui-provider a b c d e f g h i j k l m n o p q r s t u v w x y z ab ac ae af ag ah ai aj ak\" dir=\"ltr\">At the end of the course, it is possible t<\/span><\/span>o obtain the CPRE-FL RE@Agile Primer certificate of IREB.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-m38kzn6j-6-c26d86a54934733dbad27614aa32c7ec avia-font-spiritinprojects avia-iconfont avia-font-spiritinprojects'><span class='av-icon-char' data-av_icon='\ue801' data-av_iconfont='spiritinprojects' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: &lt;a href=&#039;https:\/\/spiritinprojects.com\/training\/agiles-anforderungsmanagement-advanced-level-reagile\/&#039; title=&#039;@Agile&#039;&gt;@Agile&lt;\/a&gt;\"><h4 class='av_iconlist_title iconlist_title  '  itemprop=\"headline\" ><a href='https:\/\/spiritinprojects.com\/training\/agiles-anforderungsmanagement-advanced-level-reagile\/' title='@Agile'>@Agile<\/a><\/h4><\/header><div class='iconlist_content '  itemprop=\"text\" ><p><span data-teams=\"true\"><span class=\"ui-provider a b c d e f g h i j k l m n o p q r s t u v w x y z ab ac ae af ag ah ai aj ak\" dir=\"ltr\">At the end of the course, it is possible t<\/span><\/span>o obtain the CPRE AL RE@Agile \u2013 Practitioner certificate of IREB.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-m38kzn6j-4-e2d3aa1a131877310706f32fc0a2f646 avia-font-spiritinprojects avia-iconfont avia-font-spiritinprojects'><span class='av-icon-char' data-av_icon='\ue801' data-av_iconfont='spiritinprojects' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: &lt;a href=&#039;https:\/\/spiritinprojects.com\/training\/grundlagen-der-usability-und-user-experience\/&#039; title=&#039;INTRODUCTION TO USABILITY AND USER EXPERIENCE&#039;&gt;INTRODUCTION TO USABILITY AND USER EXPERIENCE&lt;\/a&gt;\"><h4 class='av_iconlist_title iconlist_title  '  itemprop=\"headline\" ><a href='https:\/\/spiritinprojects.com\/training\/grundlagen-der-usability-und-user-experience\/' title='INTRODUCTION TO USABILITY AND USER EXPERIENCE'>INTRODUCTION TO USABILITY AND USER EXPERIENCE<\/a><\/h4><\/header><div class='iconlist_content '  itemprop=\"text\" ><p><span data-teams=\"true\"><span class=\"ui-provider a b c d e f g h i j k l m n o p q r s t u v w x y z ab ac ae af ag ah ai aj ak\" dir=\"ltr\">At the end of the course, it is possible t<\/span><\/span>o obtain the CPUX-F certificate of UXQB.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-m38kzn6j-3-1126ca6096c52aefd194d7f8056e745a avia-font-entypo-fontello avia-iconfont avia-font-entypo-fontello'><span class='av-icon-char' data-av_icon='\ue8c9' data-av_iconfont='entypo-fontello' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: &lt;a href=&#039;https:\/\/spiritinprojects.com\/training\/kreativmethoden-requirements-engineering\/&#039; title=&#039;Creative-thinking techniques&#039;&gt;Creative-thinking techniques&lt;\/a&gt;\"><h4 class='av_iconlist_title iconlist_title  '  itemprop=\"headline\" ><a href='https:\/\/spiritinprojects.com\/training\/kreativmethoden-requirements-engineering\/' title='Creative-thinking techniques'>Creative-thinking techniques<\/a><\/h4><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>At the end of the course, you will earn a Certificate of Completion from Spirit in Projects.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<\/ul><\/div><\/p><\/div>\n","protected":false},"featured_media":1352,"template":"","tags":[5],"class_list":["post-29144","training","type-training","status-publish","has-post-thumbnail","hentry","tag-requirements-engineering"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI4RE \u2013 artificial intelligence in requirements engineering - Spirit in Projects<\/title>\n<meta name=\"description\" content=\"Where does AI actually provide benefits in requirements engineering (RE), where are its limitations, and what risks need to be considered?\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" 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