{"id":9119,"date":"2022-10-12T08:55:55","date_gmt":"2022-10-12T15:55:55","guid":{"rendered":"https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/power-automate\/new-ways-to-innovate-with-ai-and-microsoft-power-automate\/"},"modified":"2025-06-11T07:48:03","modified_gmt":"2025-06-11T14:48:03","slug":"new-ways-to-innovate-with-ai-and-microsoft-power-automate","status":"publish","type":"post","link":"https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/power-automate\/new-ways-to-innovate-with-ai-and-microsoft-power-automate\/","title":{"rendered":"New ways to innovate with AI and Microsoft Power Automate"},"content":{"rendered":"<p>At Microsoft Ignite 2022, we were pleased to share some exciting innovations for <a href=\"https:\/\/powerautomate.microsoft.com\/#home-signup\">Microsoft Power Automate<\/a>, empowering makers and pro-coders with new ways to automate and scale enterprise-wide with AI.<\/p>\n<p>Be sure to check out our two breakout sessions, \u201c<a href=\"https:\/\/aka.ms\/Ignite2022\/PowerAutomate\/Breakout\" rel=\"noopener\" target=\"_blank\">Scale hyperautomation in the cloud with Power Automate<\/a>\u201d and \u201c<a href=\"https:\/\/aka.ms\/Ignite2022\/PowerAutomate\/Breakout-AI\" rel=\"noopener\" target=\"_blank\">Automate your document processes with AI Builder<\/a>\u201d for a more in-depth look at what\u2019s available, including demos.<\/p>\n<h2>New ways to automate<\/h2>\n<h3>Describe it and let AI build it<\/h3>\n<p>Creating flows is the foundation of Power Automate, and now you can describe what you want to automate in a sentence, and an AI-based copilot will build your flow in seconds. No searching or guesswork, just describe it and let the copilot work its magic.<\/p>\n<p>This new way to create flows runs on OpenAI Codex, an AI model descendant of GPT-3 that can translate natural language to code, in this case, Power Automate cloud flows. This is the same technology behind <a href=\"https:\/\/github.com\/features\/copilot\/\" rel=\"noopener\" target=\"_blank\">GitHub Copilot<\/a> and <a href=\"https:\/\/learn.microsoft.com\/power-apps\/maker\/canvas-apps\/power-apps-ideas\" rel=\"noopener\" target=\"_blank\">Power Apps Ideas (preview)<\/a>. At launch, we\u2019re supporting key Microsoft 365 connectors and in the coming months, we\u2019ll expand to include more.<\/p>\n<p>To learn more and how to start using the copilot, see the <a href=\"https:\/\/aka.ms\/DescriptionToFlowDoc\" rel=\"noopener\" target=\"_blank\">description to flow documentation page<\/a>.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"Screen where a user has typed a description of a scenario to automate, and a suggested flow generated by AI is shown.\" class=\"alignnone size-full wp-image-9174\" height=\"572\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/wp-content\/uploads\/2022\/10\/describe-flow-step-2.png\" width=\"1025\"\/><\/p>\n<h3>Format data by examples<\/h3>\n<p>Often, unless you\u2019ve taken the time to learn, writing expressions to work with your data in specific ways can be daunting. Now, we\u2019ve made this super simple for users by allowing them to format data by examples.<\/p>\n<p>Like what we\u2019ve done with Power Apps Ideas (preview), we\u2019re bringing this similar experience to Power Automate, <a href=\"https:\/\/newed.any0.dpdns.org\/research\/group\/prose\/\" rel=\"noopener\" target=\"_blank\">powered by PROSE<\/a>.<\/p>\n<p>Now you can use an AI copilot to reshape your data how you need it. When you want to format text, dates, and numbers within your cloud flow you can just provide examples of the desired output format and the copilot will automatically generate the expression formula to use.<\/p>\n<p>To learn more and how to start using it, see the <a href=\"https:\/\/aka.ms\/FormatDataByExamplesDoc\" rel=\"noopener\" target=\"_blank\">format data by examples documentation page<\/a>.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"Screen shows how an expression to format a date is generated by just providing one example pair of incoming and desired output format date.\" class=\"alignnone size-full wp-image-9176\" height=\"680\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/wp-content\/uploads\/2022\/10\/format-data-by-examples-2.png\" width=\"1025\"\/><\/p>\n<h3>Advancements in AI Builder<\/h3>\n<p>AI Builder has been a key ingredient within Microsoft Power Platform to give you out of the box AI solutions to add intelligence to your workflows. Document processing has been the most frequently used feature in AI Builder due to how mundane and time consuming the nature of processing documents can be.<\/p>\n<p>We are pleased to share that we are improving the experience even further with our newest feature updates to <a href=\"https:\/\/adoption.microsoft.com\/intelligent-document-processing\/\">Intelligent Document Processing<\/a>.<\/p>\n<p>We announced that support for unstructured documents is available for general availability. You can now extract data from free-form documents such as contracts, statements of work, and letters.<\/p>\n<p>Support for unstructured documents is generally available, allowing you to extract data from free-form documents such as contracts, statements of work, and letters.<\/p>\n<p>With so much data being processed, we know accuracy is important, so we are introducing Feedback Loop (in preview), giving you the ability to flag documents with a low confidence score to retrain the model for improved accuracy.<\/p>\n<p>Tables that span across multiple pages can now be extracted. With multi-page table extraction, you can now train your model on the data you want to extract and simplify this process. With the added support of now 164 languages, including handwritten Japanese, processing documents with AI Builder has never been easier.<\/p>\n<p>The out of the box invoice processing model now supports automating invoices in Dutch, English, French, German, Italian, Portuguese, and Spanish. These updates serve to make the user experience simple and accurate, giving back valuable time to focus on more strategic business processes.<\/p>\n<p>To learn more and how to start using it, see the <a href=\"https:\/\/learn.microsoft.com\/ai-builder\/\" rel=\"noopener\" target=\"_blank\">AI Builder documentation page.<\/a><br \/>\n<img loading=\"lazy\" decoding=\"async\" alt=\"Screen that shows how AI Builder can extract common fields and line items from an invoice out of the box\" class=\"alignnone size-full wp-image-9179\" height=\"574\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/wp-content\/uploads\/2022\/10\/ai-builder-invoice.png\" width=\"1025\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/wp-content\/uploads\/2022\/10\/ai-builder-invoice.webp 1025w, https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/wp-content\/uploads\/2022\/10\/ai-builder-invoice-300x168.webp 300w, https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/wp-content\/uploads\/2022\/10\/ai-builder-invoice-768x430.webp 768w\" sizes=\"auto, (max-width: 1025px) 100vw, 1025px\" \/><\/p>\n<h2>New places to automate<\/h2>\n<h3>Automate through conversation with Power Virtual Agents<\/h3>\n<p>Earlier this year we announced a <a href=\"https:\/\/powervirtualagents.microsoft.com\/blog\/whats-new-the-evolution-of-power-virtual-agents\/#:~:text=Power%20Virtual%20Agents%E2%80%99%20new%20intelligent%20bot%20authoring%20experience,bot%20in%20one%20unified%20Microsoft%20bot%20building%20studio.\" rel=\"noopener\" target=\"_blank\">new intelligent bot authoring experience<\/a> was coming soon for Power Virtual Agents. Starting November 10, 2022, this new experience will automatically turn on in preview for users. This new experience unifies the sophistication of low-code and pro-code capabilities, which is a fusion of the Microsoft Azure Bot Framework Composer and Power Virtual Agents\u2019 bot building experience. Pro-code and low-code users can build together with multi-authoring and commenting capabilities, while taking advantage of the latest functionalities, such as Power Fx and code views.<\/p>\n<p>And with this comes many more scenarios that bring conversational bots into your hyperautomation journey. Whether it\u2019s building an engaging adaptive card, showcasing data from Power Automate\u2019s 800+ connectors, or manipulating and transforming your data with Power Fx\u2014new horizons for how you communicate with automation have now been unlocked.<\/p>\n<h3>Automate SAP with reimagined connect and new solution<\/h3>\n<p>In case you missed us at the Power Platform Conference in September 2022, we announced details about the enhancements that have been made to the SAP ERP connector that support SAP system connectivity to Power Platform and the ability for a flow maker to work with SAP\u2019s complex application program interfaces (APIs) within Power Automate flows.<\/p>\n<p>Another exciting item we announced builds on top of the connector enhancements. The downloadable prebuilt SAP Integration solution is comprised of Power Apps templates, Power Automate flows, and other components that make it radically easier to digitally transform a SAP system with Power Platform. The solution offers users a streamlined view of SAP\u2019s ERP core business functions while automating the workflows behind the scenes. To get started, check out the <a href=\"https:\/\/aka.ms\/learn-sap-integration\" rel=\"noopener\" target=\"_blank\">preview documentation<\/a>. All preview participants are welcome to join the<a href=\"https:\/\/aka.ms\/sap-powerusers-community\"> Power Automate forum<\/a> to provide feedback and gain insights<a href=\"https:\/\/aka.ms\/sap-powerusers-community.\">.<\/a><\/p>\n<h3>Automate natively in Excel Online<\/h3>\n<p>As we know, one of the top scenarios that lends itself to automation is working with Excel, where we are commonly working on manual, cumbersome, repetitive tasks like data entry, data management, and reporting. We are pleased to share that we\u2019re integrating Power Automate natively into Excel Online, letting you create custom flows using pre-built templates, tailored to what you can accomplish with Excel. Excel Online now has an \u201cAutomate\u201d tab in the ribbon. Simply click it and select \u201cAutomate a Task\u201d to see templates that are ready to automate Excel with popular apps such as Microsoft Forms and SharePoint.<\/p>\n<h3>Automate with embedded experiences<\/h3>\n<p>We\u2019re excited to welcome WorkFusion and DocuSign to the Cloud Embed program for Power Automate. Cloud Embed allows independent software vendors (ISV) to embed Power Automate directly into their user experience (UX).<\/p>\n<p>WorkFusion will be leveraging RPA in Power Automate as a supplement to their existing Digital Worker offering and using the new Microsoft Dataverse APIs for desktop flows. To learn how to start using the desktop flows API for your own scenarios, see the<a href=\"https:\/\/learn.microsoft.com\/en-us\/power-automate\/developer\/desktop-flow-public-apis\" rel=\"noopener\" target=\"_blank\"> work with desktop flows using code documentation page<\/a>.<\/p>\n<p>DocuSign is pioneering a new approach to Cloud Embed for Power Automate. With this approach, DocuSign eSignature customers will be able to build automation leveraging premium Power Automate capabilities<span class=\"TextRun SCXW266112867 BCX8\" data-contrast=\"none\" lang=\"EN-US\" xml:lang=\"EN-US\"><span class=\"NormalTextRun TrackChangeHoverSelectHighlightBlue SCXW266112867 BCX8\">\u2014<\/span><\/span>without needing to purchase a standalone license for Power Automate.\u00a0 This capability will be rolling out to Power Automate connector publishers globally in the coming weeks.<\/p>\n<p>If you are an ISV who has or is considering building a connector to Power Automate, learn more about the new <a href=\"https:\/\/powerplatformpartners.transform.microsoft.com\/isv-cloud?tab=power-automate-embed-paygo\" rel=\"noopener\" target=\"_blank\">ISV Cloud Embed program<\/a> by visiting the website. To join the preview, register for the <a href=\"https:\/\/forms.office.com\/Pages\/ResponsePage.aspx?id=v4j5cvGGr0GRqy180BHbR9Bd5zmFN9VOlOkf4CNd94lUMVNTSTYzRTFRUDk1NFZaSVpUSUtEOUVFNi4u\" rel=\"noopener\" target=\"_blank\">Cloud Embed program<\/a>.<\/p>\n<h2>New ways to scale<\/h2>\n<h3>Scale with the Automation Kit<\/h3>\n<p>We\u2019re pleased to share that we have two new solution kits to help manage, govern, and scale your hyperautomation practice.<\/p>\n<p>Organizations establishing a successful automation culture should consider building an \u201cAutomation Center of Excellence\u201d to maximize the organization\u2019s investments and define guardrails, enabling stronger development of RPA and other hyperautomation scenarios for digital transformation\u2014in a controlled manner.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"Two Power Apps screens showing the automation kit dashboard and customization screen areas\" class=\"alignnone wp-image-9125 size-full\" height=\"805\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/wp-content\/uploads\/2022\/10\/Picture36.png\" width=\"1431\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/wp-content\/uploads\/2022\/10\/Picture36.webp 1431w, https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/wp-content\/uploads\/2022\/10\/Picture36-300x169.webp 300w, https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/wp-content\/uploads\/2022\/10\/Picture36-1024x576.webp 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/wp-content\/uploads\/2022\/10\/Picture36-768x432.webp 768w\" sizes=\"auto, (max-width: 1431px) 100vw, 1431px\" \/><\/p>\n<p>Recently, we launched an \u201cautomation kit\u201d as an open-source GitHub project, helping accelerate your organization\u2019s automation\u2014based on industry \u201cbest practices.\u201d This kit has been created from customer feedback from around the globe by those who are already using Power Platform as their choice for hyperautomation. Learn more about this new <a href=\"https:\/\/aka.ms\/automation-kit-docs\" rel=\"noopener\" target=\"_blank\">automation kit<\/a>.<\/p>\n<h3>Scale with the business approvals templates<\/h3>\n<p>One of the key use cases we see across every industry and every department is approvals. Power Automate allows you to streamline your business by digitalizing the approval experience.<\/p>\n<p>We are happy to introduce the new \u201cbusiness approvals templates\u201d to accelerate your approval building process. The business approvals template is a no-code, ready-made template built on top of Power Platform components that allows your organization to configure sophisticated approvals such as conditional branching, delegation, admin overrides, and more\u2014all without writing a single code\u2014empowering every person in your organization to &#8220;do more with less&#8221; for your organization&#8217;s approval needs.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"Two screens showing the business approvals process manager areas\" class=\"alignnone wp-image-9126 size-full\" height=\"818\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/wp-content\/uploads\/2022\/10\/Picture37.png\" width=\"1458\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/wp-content\/uploads\/2022\/10\/Picture37.webp 1458w, https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/wp-content\/uploads\/2022\/10\/Picture37-300x168.webp 300w, https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/wp-content\/uploads\/2022\/10\/Picture37-1024x575.webp 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/wp-content\/uploads\/2022\/10\/Picture37-768x431.webp 768w\" sizes=\"auto, (max-width: 1458px) 100vw, 1458px\" \/><\/p>\n<p>Learn more about the new \u201c<a href=\"https:\/\/aka.ms\/business-approvals-templates-launch\" rel=\"noopener\" target=\"_blank\">business approvals templates<\/a>.&#8221;<\/p>\n<h3>Scale with the hosted RPA bots<\/h3>\n<p>Power Automate already provides ways for you to bring your own infrastructure for desktop automation, which is commonly known as robotic process automation or RPA.<\/p>\n<p>It&#8217;s been easy to set up your machines and register them to your Power Automate environments with features like machine direct connectivity and machine groups. And we not only have Power Automate\u2019s hosted RPA bots in preview, but now we go one step further by managing your unattended RPA scenarios for you. Hosted RPA bots allow you to run unattended RPA at scale and is fully hosted in the cloud.<\/p>\n<p>It&#8217;s easy to setup your hosted RPA bots, just provide a few parameters: Just give it a name, the maximum number of parallel bots allocated to this group, which base image and account to be used and you&#8217;re all set.<\/p>\n<p>By default, we provide a Windows image which is already sufficient for web automation. But if you need more advanced automation with specific desktop applications you can now bring your own virtual machine (VM) image through our integration with Azure Compute Gallery. Hosted RPA bots will automatically scale based on your needs. You can now react to any spike in demand, and you can optimize your infrastructure cost of goods sold (COGS) to just what is actually needed. Hosted RPA bots also provide a way to share resources among your different automation scenarios. For example, you can have 10 bots shared between 2 groups, let&#8217;s say one for sales and one for finance. The 10 bots could be dynamically assigned to either team&#8217;s purposes based on the need.<\/p>\n<h2>Scale with RPA migration<\/h2>\n<p>Most legacy RPA solutions are siloed and difficult to scale as your business scales. Selecting the new appropriate technology, identifying the processes to automate, and implementing with an optimal architecture can pose new challenges. It is even more challenging if you have limited time to make investment decisions on your RPA platform and prove Return on Investment (ROI). This can only be achieved with a scaled-out implementation to build several automations at once. In such a case, ROI can only be achieved with an RPA migration to quickly modernize your RPA platform using tools and services.<\/p>\n<p>We\u00a0are pleased to share that we have strategic partners in the ecosystem that can help you accelerate your RPA modernization journey to Power Automate with <a href=\"https:\/\/aka.ms\/RPAMigrationOffers\" rel=\"noopener\" target=\"_blank\">prepackaged tools and service offerings<\/a>. Additionally, we have an <a href=\"https:\/\/aka.ms\/PAD\/RPAMigrationWhitepaper\">RPA migration whitepaper<\/a> that can help you drive a successful migration from a business decision maker\u2019s perspective.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" class=\"alignnone wp-image-9195 size-full\" height=\"847\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/power-platform\/blog\/wp-content\/uploads\/2022\/10\/RPAMigrationWhitepaper.png\" width=\"652\"\/><\/p>\n<p>Read more about RPA migration to Power Automate and our customer, <a href=\"https:\/\/aka.ms\/RPA\/PGEStory\" rel=\"noopener\" target=\"_blank\">Pacific Gas and Electric<\/a>, where an RPA migration tool and service was pivotal to their success.<\/p>\n<h2>Start automating for free<\/h2>\n<p>We\u2019ve covered a lot about the latest innovations in <a href=\"https:\/\/powerautomate.microsoft.com\/#home-signup\">Power Automate<\/a> to help your organization scale with ease. As a reminder, Windows 10 and 11 users can start automating attended RPA bots for free on their desktop. And if anyone wants to extend automation across the cloud, <a href=\"https:\/\/aka.ms\/Build22-Automate-WebTrial\">sign up<\/a> for a 90-day free trial of everything Power Automate has to offer. If you\u2019ve previously signed up for a trial, <a href=\"https:\/\/powerautomate.microsoft.com\/pricing\/\" rel=\"noopener\" target=\"_blank\">explore our different licensing plans<\/a>.<\/p>\n<p>\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>At Microsoft Ignite 2022, we were pleased to share some exciting innovations for Power Automate, empowering makers and pro-coders with new ways to automate and scale enterprise-wide with AI.<\/p>\n","protected":false},"author":47,"featured_media":9131,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ms_queue_id":[],"ep_exclude_from_search":false,"_classifai_error":"","_classifai_text_to_speech_error":"","_alt_title":"","ms-ems-related-posts":[],"footnotes":""},"audience":[3378],"content-type":[3424],"job-role":[],"product":[3474],"property":[],"topic":[],"coauthors":[1396],"class_list":["post-9119","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","audience-it-professional","content-type-news","product-power-automate"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>New ways to innovate with AI and Microsoft Power Automate - Microsoft Power Platform Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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