{"id":19359,"date":"2026-06-23T11:13:13","date_gmt":"2026-06-23T06:13:13","guid":{"rendered":"https:\/\/multiqos.com\/blogs\/?p=19359"},"modified":"2026-06-23T11:45:13","modified_gmt":"2026-06-23T06:45:13","slug":"power-platform-openai-integration","status":"publish","type":"post","link":"https:\/\/multiqos.com\/blogs\/power-platform-openai-integration\/","title":{"rendered":"Power Platform + OpenAI Integration: Building Enterprise AI Agents Without Custom ML Infrastructure"},"content":{"rendered":"<p><span data-contrast=\"auto\">Power Platform OpenAI Integration is transforming how enterprises adopt artificial intelligence. Now, enterprise AI is far beyond lengthy development cycles. Organizations can quickly deploy intelligent agents by combining Microsoft\u2019s Power Platform with OpenAI\u2019s advanced language models. This works\u00a0hand-in-hand\u00a0with the broader Copilot ecosystem too, with\u00a0<\/span><a href=\"https:\/\/multiqos.com\/blogs\/microsoft-365-copilot\/\">Microsoft 365 Copilot<\/a><span data-contrast=\"auto\">\u00a0providing\u00a0additional insights into how Microsoft\u2019s AI assistants fit into everyday business productivity.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:0,&quot;335551620&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Microsoft&#8217;s low-code AI platform stack changes the equation. It no longer takes quarters for teams to ship intelligent agents; it takes only days.<\/span><\/p>\n<h2>How Power Platform Integration\u00a0With\u00a0OpenAI Builds Enterprise AI Agents?<\/h2>\n<p><span data-contrast=\"auto\">Power Platform integration with Open\u00a0AI connects low-code tools to Azure-hosted GPT models. The result is enterprise AI agents without custom ML infrastructure. Microsoft takes care of model hosting, scaling, and security underneath.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span class=\"TextRun SCXW256711849 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW256711849 BCX0\">\u00a0<\/span><\/span><span class=\"TextRun SCXW256711849 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW256711849 BCX0\">AI Builder brings GPT and document intelligence into Power Platform. As per\u00a0<\/span><\/span><a class=\"Hyperlink SCXW256711849 BCX0\" href=\"https:\/\/learn.microsoft.com\/en-us\/ai-builder\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><span class=\"TextRun Underlined SCXW256711849 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW256711849 BCX0\" data-ccp-charstyle=\"Hyperlink\">Microsoft<\/span><\/span><\/a><span class=\"TextRun SCXW256711849 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW256711849 BCX0\">, this low-code AI platform uses enterprise-grade responsible AI principles for governance when using GPT models as part of the Azure OpenAI Service, aligning with the best practices and frameworks discussed in\u00a0<\/span><\/span><a class=\"Hyperlink SCXW256711849 BCX0\" href=\"https:\/\/multiqos.com\/blogs\/ai-governance-enterprise-llms\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW256711849 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW256711849 BCX0\" data-ccp-charstyle=\"Hyperlink\">AI Governance for Enterprise LLMs<\/span><\/span><\/a><\/p>\n<p><span data-contrast=\"auto\">This Azure OpenAI integration removes the need for custom model training.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span class=\"TextRun SCXW202565450 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW202565450 BCX0\">For organizations that want to explore broader platform capabilities,\u00a0<\/span><\/span><a class=\"Hyperlink SCXW202565450 BCX0\" href=\"https:\/\/multiqos.com\/blogs\/power-platform-benefits\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW202565450 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW202565450 BCX0\" data-ccp-charstyle=\"Hyperlink\">Power Platform Benefits<\/span><\/span><\/a><span class=\"TextRun SCXW202565450 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW202565450 BCX0\">\u00a0gives\u00a0<\/span><span class=\"NormalTextRun SCXW202565450 BCX0\">additional<\/span><span class=\"NormalTextRun SCXW202565450 BCX0\">\u00a0insights into how Power Platform drives enterprise transformation.<\/span><\/span><\/p>\n<h2><span class=\"TextRun SCXW64986646 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW64986646 BCX0\" data-ccp-parastyle=\"heading 2\">Key Benefits for Enterprise Teams<\/span><\/span><\/h2>\n<p><span data-contrast=\"auto\">There are many benefits that make this approach\u00a0very attractive\u00a0for key management. Some of them are as follows:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19362\" src=\"https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Key-Benefits-for-Enterprise-Teams.webp\" alt=\"Key-Benefits-for-Enterprise-Teams\" width=\"2048\" height=\"1826\" srcset=\"https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Key-Benefits-for-Enterprise-Teams.webp 2048w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Key-Benefits-for-Enterprise-Teams-370x330.webp 370w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Key-Benefits-for-Enterprise-Teams-1024x913.webp 1024w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Key-Benefits-for-Enterprise-Teams-1536x1370.webp 1536w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Key-Benefits-for-Enterprise-Teams-150x134.webp 150w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\" \/><\/p>\n<ol>\n<li aria-setsize=\"-1\" data-leveltext=\"%1.\" data-font=\"\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Quicker Delivery: <\/span><\/b>A<span data-contrast=\"auto\">s\u00a0said earlier,\u00a0teams now design agents quickly, just in days.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"%1.\" data-font=\"\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">In-built governance:\u00a0<\/span><\/b><span data-contrast=\"auto\">Strong protection of data by Microsoft Entra ID and DLP policies.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"%1.\" data-font=\"\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Lower\u00a0cost:\u00a0<\/span><\/b><span data-contrast=\"auto\">Managed Azure models\u00a0eliminate\u00a0infrastructure\u00a0&amp; employee\u00a0costs.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"%1.\" data-font=\"\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Broad connectivity:\u00a0<\/span><\/b><span data-contrast=\"auto\">More than 1000 connectors link enterprise systems and APIs.<\/span><\/li>\n<li aria-setsize=\"-1\" data-leveltext=\"%1.\" data-font=\"\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Scalable models:\u00a0<\/span><\/b><span data-contrast=\"auto\">Azure OpenAI manages scaling and updates automatically.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ol>\n<p><a href=\"https:\/\/multiqos.com\/contact-us\/\"><span class=\"EOP Selected SCXW64986646 BCX0\" data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:160,&quot;335559739&quot;:80}\"><span class=\"EOP Selected SCXW119425626 BCX0\" data-ccp-props=\"{}\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19365\" src=\"https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Ready-to-accelerate-AI-adoption.webp\" alt=\"Ready to accelerate AI adoption\" width=\"1400\" height=\"418\" srcset=\"https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Ready-to-accelerate-AI-adoption.webp 1400w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Ready-to-accelerate-AI-adoption-430x128.webp 430w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Ready-to-accelerate-AI-adoption-1024x306.webp 1024w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Ready-to-accelerate-AI-adoption-150x45.webp 150w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/> <\/span><\/span><\/a><\/p>\n<h2 aria-level=\"2\"><b><span data-contrast=\"none\">Real-World Enterprise Use Cases<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:160,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">AI-Powered Operations spans every department. Complaint summaries are produced by AI workflows that automatically\u00a0identify\u00a0which employees should receive complaint requests using Power Automate\u00a0AI workflows.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Organizations can create employee and customer question\/answer bots within business applications using Power\u00a0Apps\u00a0AI integration,\u00a0while employees can use AI-assisted drafting tools to respond faster to inquiries. Businesses can create\u00a0AI agents to answer employee\/customer questions.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<h2><b><span data-contrast=\"none\">Additional enterprise use cases include<\/span><\/b><\/h2>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"18\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Extracting data from invoices, forms, contracts, and other business documents with the help of AI Builder.<\/span><span data-ccp-props=\"{&quot;469777462&quot;:[4680],&quot;469777927&quot;:[0],&quot;469777928&quot;:[3]}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"17\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Generate\u00a0meeting summaries, actions, and items, and follow-up communications automatically.\u00a0<\/span><span data-ccp-props=\"{&quot;469777462&quot;:[4680],&quot;469777927&quot;:[0],&quot;469777928&quot;:[3]}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"17\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Designing customer emails, proposals, and sales communications within the business applications.<\/span><span data-ccp-props=\"{&quot;469777462&quot;:[4680],&quot;469777927&quot;:[0],&quot;469777928&quot;:[3]}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"17\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Giving instant access to the employees about company policies, procedures, and knowledge bases through AI-Powered assistants.<\/span><span data-ccp-props=\"{&quot;469777462&quot;:[4680],&quot;469777927&quot;:[0],&quot;469777928&quot;:[3]}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"17\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Designing natural language interfaces that help users to query enterprise data without\u00a0the\u00a0need\u00a0of\u00a0any\u00a0technical knowledge.<\/span><span data-ccp-props=\"{&quot;469777462&quot;:[4680],&quot;469777927&quot;:[0],&quot;469777928&quot;:[3]}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"17\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"auto\">Getting reports and executive summaries from a large volume of operational data.\u00a0<\/span><span data-ccp-props=\"{&quot;469777462&quot;:[4680],&quot;469777927&quot;:[0],&quot;469777928&quot;:[3]}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span class=\"TextRun SCXW127949399 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW127949399 BCX0\">\u00a0<\/span><span class=\"NormalTextRun SCXW127949399 BCX0\">Organizations looking to expand application capabilities can also explore\u00a0<\/span><\/span><a class=\"Hyperlink SCXW127949399 BCX0\" href=\"https:\/\/multiqos.com\/blogs\/power-apps-use-cases\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW127949399 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW127949399 BCX0\" data-ccp-charstyle=\"Hyperlink\">Power Apps Use Cases<\/span><\/span><\/a><span class=\"TextRun SCXW127949399 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW127949399 BCX0\"> for practical implementation ideas.<\/span><\/span><\/p>\n<h2 aria-level=\"2\"><b><span data-contrast=\"none\">Pre-requirements &amp; Setup<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:160,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">The steps that we are going to discuss in\u00a0this section\u00a0are\u00a0very important. It is like doing groundwork first.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Microsoft\u2019s\u00a0AI\u00a0builder was enabled in the environment with actual capacity credits\u00a0allocated\u00a0\u2013 not just licensed.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Three power platform environments exist\u00a0if,\u00a0possible: build\/test\/production. Work can be moved across these\u00a0three environments using managed solutions.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Admin rights exist to add connectors, establish\u00a0DLP\u00a0policies,\u00a0and assign\u00a0Azure roles.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">An Azure OpenAI resource exists with a pre-provisioned GPT-4o or GPT-4o mini deployment.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">For enterprises\u00a0leveraging\u00a0Microsoft\u2019s broader AI and data ecosystem,\u00a0<\/span><a href=\"https:\/\/multiqos.com\/azure-databricks-services\/\"><span data-contrast=\"none\">Microsoft Azure Databricks services<\/span><\/a><span data-contrast=\"auto\">\u00a0can complement advanced analytics and AI initiatives.\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:360}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"2\"><b><span data-contrast=\"none\">Steps to Build the Agent\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:160,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19363\" src=\"https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Steps-to-Build-the-Agent-.webp\" alt=\"Steps-to-Build-the-Agent\" width=\"2048\" height=\"1496\" srcset=\"https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Steps-to-Build-the-Agent-.webp 2048w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Steps-to-Build-the-Agent--430x314.webp 430w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Steps-to-Build-the-Agent--1024x748.webp 1024w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Steps-to-Build-the-Agent--1536x1122.webp 1536w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Steps-to-Build-the-Agent--150x110.webp 150w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\" \/><\/p>\n<p><span data-contrast=\"auto\">Let&#8217;s\u00a0come to the real work, i.e.,\u00a0how to build\u00a0an\u00a0<\/span><span data-contrast=\"none\">A<\/span><span data-contrast=\"auto\">I agent with Power Platform. So, below is the real sequence to build an AI agent with\u00a0Power\u00a0Platform, from beginning to the end.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">1. Start by creating your prompt in AI Builder.<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">On the prompt page, insert your instructions\u00a0in\u00a0natural language. You can add dynamic inputs wherever you would like to inject live data into an email body, a form field, record id, etc. Test your output against sample data and preview the results before saving.<\/span><span data-ccp-props=\"{&quot;335559685&quot;:720}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">2. Call it from a flow.<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">In Power Automate, add the\u00a0<\/span><a href=\"https:\/\/learn.microsoft.com\/en-us\/ai-builder\/use-a-custom-prompt-in-flow\" rel=\"nofollow noopener\" target=\"_blank\"><span data-contrast=\"none\">Run a prompt<\/span><\/a><span data-contrast=\"auto\">\u00a0action.\u00a0The action used to be called \u201ccreate text with GPT\u201d but Microsoft updated the name of the action to Run a prompt in May 2025, therefore some old tutorials might\u00a0contain\u00a0outdated information about this action.\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:720}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Map your input values to the\u00a0previous\u00a0steps.<\/span><span data-ccp-props=\"{&quot;335559685&quot;:720}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">3. Re-use it in an app.<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">The same prompt you created earlier can be used within Power Apps as a Power\u00a0Fx\u00a0formula:\u00a0Set(result,&#8217;task\u00a0identifier&#8217;).predict(textinput1.text). Create once and use from a Flow or Screen.\u00a0<\/span><span data-ccp-props=\"{&quot;335559731&quot;:720}\">\u00a0<\/span><\/p>\n<p><span class=\"TextRun SCXW127678823 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW127678823 BCX0\">Organizations looking for implementation support may also <\/span><span class=\"NormalTextRun SCXW127678823 BCX0\">benefit<\/span><span class=\"NormalTextRun SCXW127678823 BCX0\">\u00a0from\u00a0<\/span><\/span><a class=\"Hyperlink SCXW127678823 BCX0\" href=\"https:\/\/multiqos.com\/powerapps-consulting-services\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW127678823 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW127678823 BCX0\" data-ccp-charstyle=\"Hyperlink\">Power Apps development services<\/span><\/span><\/a><span class=\"TextRun SCXW127678823 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW127678823 BCX0\">\u00a0tailored to their business\u00a0<\/span><span class=\"NormalTextRun SCXW127678823 BCX0\">needs<\/span><\/span><\/p>\n<h3><b><span data-contrast=\"auto\">4. Ground a Copilot Studio agent. <\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">Connect SharePoint, Dataverse or Website to generate answers based on actual data then publish it in Teams or Website.<\/span><span data-ccp-props=\"{&quot;335559731&quot;:720}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">5. Get a human in the loop.<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">Just right after the prompt, add an approval step, so someone is there who will sign\u00a0off before the output reaches the customer.\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:720}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/multiqos.com\/power-platform-consulting-services\/\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19366\" src=\"https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Need-help-implementing-AI-agents.webp\" alt=\"Need help implementing AI agents\" width=\"1400\" height=\"418\" srcset=\"https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Need-help-implementing-AI-agents.webp 1400w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Need-help-implementing-AI-agents-430x128.webp 430w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Need-help-implementing-AI-agents-1024x306.webp 1024w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Need-help-implementing-AI-agents-150x45.webp 150w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/a><\/p>\n<h2 aria-level=\"2\"><b><span data-contrast=\"none\">Troubleshooting: What Actually Breaks (and the solution)<\/span><\/b><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19364\" src=\"https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Troubleshooting_-What-Actually-Breaks-and-the-solution.webp\" alt=\"Troubleshooting_ What Actually Breaks (and the solution)\" width=\"2048\" height=\"1322\" srcset=\"https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Troubleshooting_-What-Actually-Breaks-and-the-solution.webp 2048w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Troubleshooting_-What-Actually-Breaks-and-the-solution-430x278.webp 430w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Troubleshooting_-What-Actually-Breaks-and-the-solution-1024x661.webp 1024w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Troubleshooting_-What-Actually-Breaks-and-the-solution-1536x992.webp 1536w, https:\/\/multiqos.com\/blogs\/wp-content\/uploads\/2026\/06\/Troubleshooting_-What-Actually-Breaks-and-the-solution-150x97.webp 150w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\" \/><\/p>\n<p><span data-contrast=\"none\">There may be some issues that come up frequently.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\">\n<h3><b><span data-contrast=\"none\">Output comes back blank or cut off.<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h3>\n<\/li>\n<\/ul>\n<p><span data-contrast=\"none\">Make sure to keep the action\u2019s Asynchronous Pattern setting on. If you make it off, the flow will tend to return to nothing. This is a big problem to debug because the setup looks fine.\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:720}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\">\n<h3><b><span data-contrast=\"none\">The Prompt action isn\u2019t even available.<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h3>\n<\/li>\n<\/ul>\n<p><span data-contrast=\"none\">The prompts that are backed by Azure Open-AI will only work in certain regions. So, make sure to check regional support before you make any commitment regarding the launch date.\u00a0<\/span><span data-ccp-props=\"{&quot;335559685&quot;:720}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\">\n<h3><b><span data-contrast=\"none\">A desktop flow keeps failing.<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h3>\n<\/li>\n<\/ul>\n<p><span data-contrast=\"none\">The Create text with GPT (action) in Power Automate for Desktop will\u00a0<\/span> <span data-contrast=\"none\">fail each time it runs if there are no other actions within the flow that display the output from the Create text with GPT (action).\u00a0<\/span><span data-ccp-props=\"{&quot;335559731&quot;:720}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"2\"><b><span data-contrast=\"none\">Final Thoughts<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:160,&quot;335559739&quot;:80}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"none\">The power platform integrating with OpenAI removes an enormous obstacle to enterprise-level AI. Enterprise companies can create intelligent agents in record time using no additional money or custom ML infrastructure. All this is made possible by the rapid adoption of the entire Microsoft ecosystem by way of low-code development tools, managed models, and a wide range of governance features.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Organizations evaluating where to start can lean on specialized\u00a0<\/span><a href=\"https:\/\/multiqos.com\/power-platform-consulting-services\/\"><span data-contrast=\"none\">Microsoft\u00a0Power Platform Consulting Services<\/span><\/a><span data-contrast=\"auto\">\u00a0to translate these capabilities into a working rollout plan.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><br \/>\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [{\n    \"@type\": \"Question\",\n    \"name\": \"Do I need a data scientist to make an AI agent?\",\n    \"acceptedAnswer\": {\n      \"@type\": \"Answer\",\n      \"text\": \"No longer. AI Builder and Copilot Studio use managed GPT models. With low-code interfaces, citizen developers can also build their own intelligent agent.\"\n    }\n  },{\n    \"@type\": \"Question\",\n    \"name\": \"What power AI builder prompts?\",\n    \"acceptedAnswer\": {\n      \"@type\": \"Answer\",\n      \"text\": \"GPT-4o and GPT-4o mini models, which are included as part of the Azure OpenAI service, source power AI builder prompts. These same models can be used in Power Apps, Power Automate, and Copilot Studio.\"\n    }\n  },{\n    \"@type\": \"Question\",\n    \"name\": \"Is the integration secure for enterprises?\",\n    \"acceptedAnswer\": {\n      \"@type\": \"Answer\",\n      \"text\": \"Yes. Enterprise identity management comes from Microsoft's entra ID. DLP policies manage all connectors. Governance is present throughout development, test, and production environments. .\"\n    }\n  },{\n    \"@type\": \"Question\",\n    \"name\": \"Which AI is best for Power Automate?\",\n    \"acceptedAnswer\": {\n      \"@type\": \"Answer\",\n      \"text\": \"The best AI for Power Automate is Microsoft Copilot and AI Builder, which are natively embedded into the Power Platform.\"\n    }\n  },{\n    \"@type\": \"Question\",\n    \"name\": \"Can Power Platform AI agents connect to existing business systems?\",\n    \"acceptedAnswer\": {\n      \"@type\": \"Answer\",\n      \"text\": \"Apbsolutely. With Power Platform, you get access to more than 1000 connectors, allowing AI agents to connect with Microsoft 365, SharePoint, Salesforce, SAP, Dynamics 365, and many other enterprise systems.\"\n    }\n  }]\n}\n<\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Power Platform OpenAI Integration is transforming how enterprises adopt artificial intelligence. Now, enterprise AI is far beyond lengthy development cycles. Organizations can quickly deploy intelligent agents by combining Microsoft\u2019s Power Platform with OpenAI\u2019s advanced language models. This works\u00a0hand-in-hand\u00a0with the broader Copilot ecosystem too, with\u00a0Microsoft 365 Copilot\u00a0providing\u00a0additional insights into how Microsoft\u2019s AI assistants fit into everyday [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":19360,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[215],"tags":[],"class_list":["post-19359","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-microsoft"],"acf":[],"_links":{"self":[{"href":"https:\/\/multiqos.com\/blogs\/wp-json\/wp\/v2\/posts\/19359","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/multiqos.com\/blogs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/multiqos.com\/blogs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/multiqos.com\/blogs\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/multiqos.com\/blogs\/wp-json\/wp\/v2\/comments?post=19359"}],"version-history":[{"count":20,"href":"https:\/\/multiqos.com\/blogs\/wp-json\/wp\/v2\/posts\/19359\/revisions"}],"predecessor-version":[{"id":19385,"href":"https:\/\/multiqos.com\/blogs\/wp-json\/wp\/v2\/posts\/19359\/revisions\/19385"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/multiqos.com\/blogs\/wp-json\/wp\/v2\/media\/19360"}],"wp:attachment":[{"href":"https:\/\/multiqos.com\/blogs\/wp-json\/wp\/v2\/media?parent=19359"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/multiqos.com\/blogs\/wp-json\/wp\/v2\/categories?post=19359"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/multiqos.com\/blogs\/wp-json\/wp\/v2\/tags?post=19359"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}