{"id":37575,"date":"2026-03-30T08:20:06","date_gmt":"2026-03-30T08:20:06","guid":{"rendered":"https:\/\/smartdev.com\/?post_type=glossary&#038;p=37575"},"modified":"2026-03-31T07:45:39","modified_gmt":"2026-03-31T07:45:39","slug":"ai-prototyping","status":"publish","type":"glossary","link":"https:\/\/smartdev.com\/de\/glossary-ai-prototyping\/","title":{"rendered":"AI Prototyping"},"content":{"rendered":"<div id=\"fws_69d625ea5f8dc\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row\"  style=\"padding-top: 0px; padding-bottom: 0px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop\"  style=\"\"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone flex_gap_desktop_10px\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<h3><span class=\"ez-toc-section\" id=\"TLDR\"><\/span>Kurz zusammengefasst<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li data-start=\"27\" data-end=\"176\">Rapidly builds and tests AI-driven solutions to quickly validate ideas, reduce risk, and improve overall feasibility before full-scale development.<\/li>\n<li data-start=\"177\" data-end=\"320\">Accelerates innovation by allowing fast feedback, iterative improvements, and real-world testing to ensure AI solutions meet practical needs.<\/li>\n<li data-start=\"321\" data-end=\"484\" data-is-last-node=\"\">Enhances alignment with business goals, speeds up time to market, and drives cost-effective development through continuous refinement and early-stage validation.<\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-37547 lazyload\" data-src=\"https:\/\/smartdev.com\/wp-content\/uploads\/2026\/03\/AI-Prototyping.png\" alt=\"\" width=\"1680\" height=\"945\" data-srcset=\"https:\/\/smartdev.com\/wp-content\/uploads\/2026\/03\/AI-Prototyping.png 1680w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/03\/AI-Prototyping-300x169.png 300w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/03\/AI-Prototyping-1024x576.png 1024w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/03\/AI-Prototyping-768x432.png 768w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/03\/AI-Prototyping-1536x864.png 1536w, https:\/\/smartdev.com\/wp-content\/uploads\/2026\/03\/AI-Prototyping-18x10.png 18w\" data-sizes=\"(max-width: 1680px) 100vw, 1680px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1680px; --smush-placeholder-aspect-ratio: 1680\/945;\" \/><\/p>\n<\/div>\n\n\n\n\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<h3><span class=\"ez-toc-section\" id=\"What_Is_AI_Prototyping\"><\/span>What Is AI Prototyping?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<\/div>\n\n\n\n<div class=\"divider-wrap\" data-alignment=\"default\"><div style=\"height: 25px;\" class=\"divider\"><\/div><\/div>\n\t<div class=\"wpb_video_widget wpb_content_element vc_clearfix   vc_video-aspect-ratio-916 vc_video-el-width-30 vc_video-align-center\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t\n\t\t\t<div class=\"wpb_video_wrapper\"><iframe title=\"Review AI Prototyping in Just 30 Seconds\" width=\"174\" height=\"309\" data-src=\"https:\/\/www.youtube.com\/embed\/tpOyoiOBEv0?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" data-load-mode=\"1\"><\/iframe><\/div>\n\t\t<\/div>\n\t<\/div>\n<div class=\"divider-wrap\" data-alignment=\"default\"><div style=\"height: 25px;\" class=\"divider\"><\/div><\/div>\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<p><b><span data-contrast=\"none\">AI prototyping<\/span><\/b><span data-contrast=\"none\"> is the process of <\/span><b><span data-contrast=\"none\">rapidly creating, testing, and refining prototypes<\/span><\/b><span data-contrast=\"none\"> using AI technologies to explore potential ways to solve specific problems. This involves building rough versions (or prototypes) of <\/span><b><span data-contrast=\"none\">AI-powered tools, systems, or features<\/span><\/b><span data-contrast=\"none\"> to evaluate their feasibility, performance, and potential application. AI prototyping helps organizations quickly assess the viability of AI-driven ideas, experiment with different approaches, and refine concepts before committing significant resources to full-scale development.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">The goal of AI prototyping is to test and refine how AI can be effectively applied to solve real-world problems, ensuring that AI solutions are both practical and valuable when integrated into real-world applications.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<\/div>\n\n\n\n<div class=\"divider-wrap\" data-alignment=\"default\"><div style=\"height: 25px;\" class=\"divider\"><\/div><\/div>\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<h3 id=\"what-are-the-benefits-of-the-agile-development-methodology\"><span class=\"ez-toc-section\" id=\"Why_AI_Prototyping_Matters_for_Businesses\"><\/span>Why AI Prototyping Matters for Businesses?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-start=\"1698\" data-end=\"1865\">In today\u2019s fast-moving digital landscape, businesses can\u2019t afford to build blindly, especially when it comes to AI. Prototyping plays a strategic role for organizations that want to embed artificial intelligence into products or operations effectively. At its core, AI prototyping allows teams to explore, validate, and refine ideas without the cost and risk associated with full-scale builds.<\/p>\n<h4 data-start=\"1895\" data-end=\"1923\"><strong data-start=\"1895\" data-end=\"1923\">1. Accelerates Innovation<\/strong><\/h4>\n<div class=\"Message_messageTextContainer__w64Sc\">\n<div class=\"Message_selectableText__SQ8WH\">\n<div class=\"Markdown_markdownContainer__Tz3HQ\">\n<div class=\"Prose_prose__7AjXb Prose_presets_prose__H9VRM Prose_presets_theme-hi-contrast__LQyM9\">\n<p>AI prototyping lets teams get ideas into tangible form rapidly. Instead of spending months building complex systems that might not work, teams can use AI tools to create functional prototypes in days or weeks. This dramatically shortens feedback cycles and fosters a culture of experimentation.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h4 data-start=\"2042\" data-end=\"2079\"><strong data-start=\"2042\" data-end=\"2079\">2. Reduces Cost and Risk<\/strong><\/h4>\n<div class=\"Message_messageTextContainer__w64Sc\">\n<div class=\"Message_selectableText__SQ8WH\">\n<div class=\"Markdown_markdownContainer__Tz3HQ\">\n<div class=\"Prose_prose__7AjXb Prose_presets_prose__H9VRM Prose_presets_theme-hi-contrast__LQyM9\">\n<p>Building full products without early validation is expensive and often futile. Prototypes uncover hidden challenges early, like data limitations, performance bottlenecks, or user experience problems, before they become costly mistakes. For many teams, the financial value of eliminating wasted work outweighs the cost of prototyping itself.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h4 data-start=\"2218\" data-end=\"2247\"><strong data-start=\"2218\" data-end=\"2247\">3. Validates in Real\u2011World Conditions<\/strong><\/h4>\n<div class=\"Message_messageTextContainer__w64Sc\">\n<div class=\"Message_selectableText__SQ8WH\">\n<div class=\"Markdown_markdownContainer__Tz3HQ\">\n<div class=\"Prose_prose__7AjXb Prose_presets_prose__H9VRM Prose_presets_theme-hi-contrast__LQyM9\">\n<p>AI behaves differently outside of theory. Prototype testing helps determine whether a model, algorithm, or workflow actually solves user problems under realistic conditions. This includes evaluating performance, reliability, edge cases, and how the solution interacts with real users\u2019 behavior.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h4 data-start=\"2349\" data-end=\"2383\"><strong data-start=\"2349\" data-end=\"2383\">4. Improves Cross-Functional Alignment<\/strong><\/h4>\n<p data-start=\"2385\" data-end=\"2476\">A prototype isn\u2019t just a proof of concept; it\u2019s a communication tool. Stakeholders from product, engineering, design, business strategy, and compliance can all interact with something concrete. This aligns teams early on and reduces misunderstandings later in the development process.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_AI_Prototyping_Works\"><\/span>How AI Prototyping Works?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI prototyping typically follows a structured workflow with clear stages:<\/p>\n<h4>1. Define the Problem<\/h4>\n<p>Start with a sharp focus on the problem you want AI to solve. Whether the goal is to automate a task, personalize recommendations, enhance customer experiences, or optimize internal workflows, a clear problem statement sets the direction for your prototype.<\/p>\n<h4>2. Select the Right Tools and Techniques<\/h4>\n<p>Next comes choosing the right approach. Depending on the use case, this could involve natural language processing (NLP), computer vision, machine learning models, or hybrid systems. Choosing appropriate AI models, frameworks, and tooling is key to building meaningful prototypes.<\/p>\n<h4>3. Build the First Prototype<\/h4>\n<p data-start=\"3205\" data-end=\"3557\">Rather than full production code, this version should demonstrate core functionality, enough to assess key assumptions. Effective AI prototyping often includes interactive interfaces, integration with data, and realistic behavior rather than static mockups. Some tools can generate working flows from prompts or design inputs, even for non-developers.<\/p>\n<h4>4. Test and Iterate<\/h4>\n<p><span class=\"EOP SCXW253489225 BCX4\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">Once built, your prototype must be tested with real or representative users under meaningful conditions. Feedback is collected to measure how well the prototype addresses the problem and where it falls short. Iteration is the secret sauce of prototyping, which is refining the solution based on what you learn. <\/span><\/p>\n<h4>5. Evaluate and Decide<\/h4>\n<p>After several rounds of iteration, teams evaluate the prototype\u2019s performance and business value. If the prototype meets expectations, it can be refined into production design and handed off for full implementation. If it fails to deliver, the learnings inform whether to pivot or shelve the idea.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"When_to_Use_AI_Prototyping\"><\/span>When to Use AI Prototyping<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-start=\"5328\" data-end=\"5373\">AI prototyping is particularly valuable when:<\/p>\n<ul data-start=\"5375\" data-end=\"5589\">\n<li data-start=\"5375\" data-end=\"5438\">The problem is well-understood but the solution is uncertain.<\/li>\n<li data-start=\"5439\" data-end=\"5481\">You need to build stakeholder alignment.<\/li>\n<li data-start=\"5482\" data-end=\"5538\">Speed to insight matters more than early optimization.<\/li>\n<li data-start=\"5539\" data-end=\"5589\">You want to reduce risk before heavy investment.<\/li>\n<\/ul>\n<h3 data-start=\"55\" data-end=\"541\"><span class=\"ez-toc-section\" id=\"Other_Related_Terms\"><\/span>Other Related Terms<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>To understand AI prototyping fully, it helps to be familiar with foundational AI terms:<\/p>\n<h4>1. <a href=\"https:\/\/smartdev.com\/de\/machine-learning\/\">Maschinelles Lernen<\/a><\/h4>\n<p><span data-contrast=\"none\">A subset of artificial intelligence that involves training models to make predictions or decisions based on data without being explicitly programmed.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h4>2. Deep Learning<\/h4>\n<p><span class=\"NormalTextRun SCXW31490900 BCX4\">A type of machine learning that uses neural networks with many layers to <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW31490900 BCX4\">analysieren<\/span><span class=\"NormalTextRun SCXW31490900 BCX4\"> complex data such as images, text, and audio.<\/span><\/p>\n<h4>3. Natural Language Processing (NLP)<\/h4>\n<p>A field of AI focused on the interaction between computers and human language, enabling machines to understand, interpret, and generate text.<\/p>\n<\/div>\n\n\n\n\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>","protected":false},"excerpt":{"rendered":"TL;DR Rapidly builds and tests AI-driven solutions to quickly validate ideas, reduce risk, and improve...","protected":false},"author":38,"featured_media":37511,"comment_status":"open","ping_status":"closed","template":"","glossary-category":[230,229,228],"class_list":{"0":"post-37575","1":"glossary","2":"type-glossary","3":"status-publish","4":"has-post-thumbnail","6":"glossary-category-ai-adoption","7":"glossary-category-glossary","8":"glossary-category-technology"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Prototyping | SmartDev<\/title>\n<meta name=\"description\" content=\"AI prototyping is the process of rapidly creating, testing, and refining prototypes using AI technologies to explore potential ways.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/smartdev.com\/de\/glossary-ai-prototyping\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Prototyping | SmartDev\" \/>\n<meta property=\"og:description\" content=\"AI prototyping is the process of rapidly creating, testing, and refining prototypes using AI technologies to explore potential ways.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/smartdev.com\/de\/glossary-ai-prototyping\/\" \/>\n<meta property=\"og:site_name\" content=\"SmartDev\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.youtube.com\/@smartdevllc\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-31T07:45:39+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/smartdev.com\/wp-content\/uploads\/2026\/03\/2151908081.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2000\" \/>\n\t<meta property=\"og:image:height\" content=\"1143\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@smartdevllc\" \/>\n<meta name=\"twitter:label1\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data1\" content=\"4\u00a0Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/glossary-ai-prototyping\\\/\",\"url\":\"https:\\\/\\\/smartdev.com\\\/de\\\/glossary-ai-prototyping\\\/\",\"name\":\"AI Prototyping | SmartDev\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/glossary-ai-prototyping\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/glossary-ai-prototyping\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/smartdev.com\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/2151908081.jpg\",\"datePublished\":\"2026-03-30T08:20:06+00:00\",\"dateModified\":\"2026-03-31T07:45:39+00:00\",\"description\":\"AI prototyping is the process of rapidly creating, testing, and refining prototypes using AI technologies to explore potential ways.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/glossary-ai-prototyping\\\/#breadcrumb\"},\"inLanguage\":\"de\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/smartdev.com\\\/de\\\/glossary-ai-prototyping\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/glossary-ai-prototyping\\\/#primaryimage\",\"url\":\"https:\\\/\\\/smartdev.com\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/2151908081.jpg\",\"contentUrl\":\"https:\\\/\\\/smartdev.com\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/2151908081.jpg\",\"width\":2000,\"height\":1143},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/glossary-ai-prototyping\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/smartdev.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI Prototyping\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/#website\",\"url\":\"https:\\\/\\\/smartdev.com\\\/de\\\/\",\"name\":\"SmartDev\",\"description\":\"Al Powered Software Development\",\"publisher\":{\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/#organization\"},\"alternateName\":\"SmartDev\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/smartdev.com\\\/de\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"de\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/#organization\",\"name\":\"SmartDev\",\"alternateName\":\"SmartDev\",\"url\":\"https:\\\/\\\/smartdev.com\\\/de\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/smartdev.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/SMD-Logo-New-Main-scaled.png\",\"contentUrl\":\"https:\\\/\\\/smartdev.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/SMD-Logo-New-Main-scaled.png\",\"width\":2560,\"height\":550,\"caption\":\"SmartDev\"},\"image\":{\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.youtube.com\\\/@smartdevllc\",\"https:\\\/\\\/x.com\\\/smartdevllc\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/4873071\\\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI Prototyping | SmartDev","description":"AI prototyping is the process of rapidly creating, testing, and refining prototypes using AI technologies to explore potential ways.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/smartdev.com\/de\/glossary-ai-prototyping\/","og_locale":"de_DE","og_type":"article","og_title":"AI Prototyping | SmartDev","og_description":"AI prototyping is the process of rapidly creating, testing, and refining prototypes using AI technologies to explore potential ways.","og_url":"https:\/\/smartdev.com\/de\/glossary-ai-prototyping\/","og_site_name":"SmartDev","article_publisher":"https:\/\/www.youtube.com\/@smartdevllc","article_modified_time":"2026-03-31T07:45:39+00:00","og_image":[{"width":2000,"height":1143,"url":"https:\/\/smartdev.com\/wp-content\/uploads\/2026\/03\/2151908081.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_site":"@smartdevllc","twitter_misc":{"Gesch\u00e4tzte Lesezeit":"4\u00a0Minuten"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/smartdev.com\/de\/glossary-ai-prototyping\/","url":"https:\/\/smartdev.com\/de\/glossary-ai-prototyping\/","name":"AI Prototyping | SmartDev","isPartOf":{"@id":"https:\/\/smartdev.com\/de\/#website"},"primaryImageOfPage":{"@id":"https:\/\/smartdev.com\/de\/glossary-ai-prototyping\/#primaryimage"},"image":{"@id":"https:\/\/smartdev.com\/de\/glossary-ai-prototyping\/#primaryimage"},"thumbnailUrl":"https:\/\/smartdev.com\/wp-content\/uploads\/2026\/03\/2151908081.jpg","datePublished":"2026-03-30T08:20:06+00:00","dateModified":"2026-03-31T07:45:39+00:00","description":"AI prototyping is the process of rapidly creating, testing, and refining prototypes using AI technologies to explore potential ways.","breadcrumb":{"@id":"https:\/\/smartdev.com\/de\/glossary-ai-prototyping\/#breadcrumb"},"inLanguage":"de","potentialAction":[{"@type":"ReadAction","target":["https:\/\/smartdev.com\/de\/glossary-ai-prototyping\/"]}]},{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/smartdev.com\/de\/glossary-ai-prototyping\/#primaryimage","url":"https:\/\/smartdev.com\/wp-content\/uploads\/2026\/03\/2151908081.jpg","contentUrl":"https:\/\/smartdev.com\/wp-content\/uploads\/2026\/03\/2151908081.jpg","width":2000,"height":1143},{"@type":"BreadcrumbList","@id":"https:\/\/smartdev.com\/de\/glossary-ai-prototyping\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/smartdev.com\/"},{"@type":"ListItem","position":2,"name":"AI Prototyping"}]},{"@type":"WebSite","@id":"https:\/\/smartdev.com\/de\/#website","url":"https:\/\/smartdev.com\/de\/","name":"SmartDev","description":"KI-gest\u00fctzte Softwareentwicklung","publisher":{"@id":"https:\/\/smartdev.com\/de\/#organization"},"alternateName":"SmartDev","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/smartdev.com\/de\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"de"},{"@type":"Organization","@id":"https:\/\/smartdev.com\/de\/#organization","name":"SmartDev","alternateName":"SmartDev","url":"https:\/\/smartdev.com\/de\/","logo":{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/smartdev.com\/de\/#\/schema\/logo\/image\/","url":"https:\/\/smartdev.com\/wp-content\/uploads\/2025\/04\/SMD-Logo-New-Main-scaled.png","contentUrl":"https:\/\/smartdev.com\/wp-content\/uploads\/2025\/04\/SMD-Logo-New-Main-scaled.png","width":2560,"height":550,"caption":"SmartDev"},"image":{"@id":"https:\/\/smartdev.com\/de\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.youtube.com\/@smartdevllc","https:\/\/x.com\/smartdevllc","https:\/\/www.linkedin.com\/company\/4873071\/"]}]}},"_links":{"self":[{"href":"https:\/\/smartdev.com\/de\/wp-json\/wp\/v2\/glossary\/37575","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smartdev.com\/de\/wp-json\/wp\/v2\/glossary"}],"about":[{"href":"https:\/\/smartdev.com\/de\/wp-json\/wp\/v2\/types\/glossary"}],"author":[{"embeddable":true,"href":"https:\/\/smartdev.com\/de\/wp-json\/wp\/v2\/users\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/smartdev.com\/de\/wp-json\/wp\/v2\/comments?post=37575"}],"version-history":[{"count":0,"href":"https:\/\/smartdev.com\/de\/wp-json\/wp\/v2\/glossary\/37575\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smartdev.com\/de\/wp-json\/wp\/v2\/media\/37511"}],"wp:attachment":[{"href":"https:\/\/smartdev.com\/de\/wp-json\/wp\/v2\/media?parent=37575"}],"wp:term":[{"taxonomy":"glossary-category","embeddable":true,"href":"https:\/\/smartdev.com\/de\/wp-json\/wp\/v2\/glossary-category?post=37575"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}