{"id":23965,"date":"2023-03-21T08:17:41","date_gmt":"2023-03-21T15:17:41","guid":{"rendered":""},"modified":"2025-06-11T07:46:10","modified_gmt":"2025-06-11T14:46:10","slug":"now-in-preview-coe-starter-kit-backed-by-data-from-self-serve-analytics-data-export","status":"publish","type":"post","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/power-apps\/now-in-preview-coe-starter-kit-backed-by-data-from-self-serve-analytics-data-export\/","title":{"rendered":"Now in preview: CoE Starter Kit backed by data from self-serve analytics data export"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">In 2019, we <a href=\"https:\/\/aka.ms\/coestarterkit\" rel=\"noreferrer noopener\" target=\"_blank\">launched the Center of Excellence (CoE) Starter Kit<\/a> <a href=\"https:\/\/powerapps.microsoft.com\/blog\/introducing-the-powerapps-center-of-excellence-starter-kit\/\" rel=\"noreferrer noopener\" target=\"_blank\"><\/a>\u2013 a set of templates that are designed to help you get started with developing a strategy for adopting, maintaining and supporting Microsoft Power Platform, with a focus on Power Apps and Power Automate. In the past three years we\u2019ve continued to evolve and innovate as we learn from our customers. Today we\u2019re excited to announce that the CoE Starter Kit can now use data provided by <a href=\"https:\/\/learn.microsoft.com\/power-platform\/admin\/self-service-analytics\" rel=\"noreferrer noopener\" target=\"_blank\">self-serve analytics<\/a> as a foundation for inventory and telemetry, enabling rich insights built for scale.<\/p>\n\n\n<p class=\"wp-block-paragraph\">The heart of the CoE Starter Kit is its ability to gather information about your organization\u2019s Power Platform usage and then help you use it to manage, govern, and nurture Power Platform adoption \u2013 such as identifying your top makers, highly shared and used applications, or environments that consume a lot of capacity. Up until today, the mechanism to gather information was based on cloud flows that use Power Platform admin connectors to crawl your tenant and store inventory and usage data in Dataverse tables. (When we initially launched the kit, this process was the only way to gather the information it needed.) The recent enhancement to <a href=\"https:\/\/learn.microsoft.com\/power-platform\/admin\/self-service-analytics#set-up-the-data-export-process-for-your-tenant\" rel=\"noreferrer noopener\" target=\"_blank\">export your tenant\u2019s inventory and usage<\/a> from the Power Platform Admin Center provides us with a more optimized option to implement these processes. So, we\u2019re evolving the CoE Starter Kit\u2019s architecture to take advantage of these product enhancements.\u00a0<\/p>\n\n\n<p class=\"wp-block-paragraph\">Today, we\u2019re therefore excited to launch the experimental preview of the CoE Starter Kit using data provided by the Data Export feature as a foundation for inventory and telemetry. You can export Power Platform inventory and usage data directly into Azure Data Lake Storage using the <a href=\"https:\/\/learn.microsoft.com\/power-platform\/admin\/self-service-analytics\" rel=\"noreferrer noopener\" target=\"_blank\">Data Export<\/a> feature in the Power Platform Admin Center. Because the data is provided by the admin center, this mechanism is very efficient. Once you\u2019ve set up the Data Export feature, you can configure the CoE Starter Kit to use the data provided by this feature to power the kit\u2019s dashboards, apps, and flows.<\/p>\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" alt=\"graphical user interface\" class=\"wp-image-23982 webp-format\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coebyodlarch-1024x381.webp\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coebyodlarch-1024x381.webp 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coebyodlarch-300x112.webp 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coebyodlarch-768x286.webp 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coebyodlarch-1536x572.webp 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coebyodlarch-2048x762.webp 2048w\" data-orig-src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coebyodlarch-1024x381.webp\"><\/figure>\n\n\n<h2 class=\"wp-block-heading\">Why should I try this out?<\/h2>\n\n\n<p class=\"wp-block-paragraph\">The cloud flows that sync inventory to Dataverse consume a high number of API calls and can hit throttling limits if you have a large number of Power Platform resources (environments, apps, flows) in your tenant.\u00a0 The Data Export feature uses Power BI and Power Platform dataflows, which are powerful at transforming and handling large amounts of data. Using Data Export with the CoE Starter Kit is intended to increase\u00a0performance. In addition to the performance improvements, the Data Export feature also provides much-sought-after data such as flow usage details and model-driven app usage that were not available in the CoE kit until now.\u00a0\u00a0<\/p>\n\n\n<h2 class=\"wp-block-heading\">How does the CoE Starter Kit consume data from the Data Export feature?<\/h2>\n\n\n<p class=\"wp-block-paragraph\">The CoE Starter Kit uses two mechanisms to consume data from the Data Export feature:\u00a0<\/p>\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/learn.microsoft.com\/power-bi\/transform-model\/dataflows\/dataflows-introduction-self-service\" rel=\"noreferrer noopener\" target=\"_blank\">Power BI dataflows<\/a> transform the data for Power BI. These dataflows prepare all the data provided by the Data Export feature, ready for reporting. The Power BI dashboard shows data prepared by the Power BI dataflows.\u00a0<\/li><li><a href=\"https:\/\/learn.microsoft.com\/power-query\/dataflows\/overview-dataflows-across-power-platform-dynamics-365\" rel=\"noreferrer noopener\" target=\"_blank\">Power Platform dataflows<\/a> transform the data and write a small amount of data back to existing Dataverse tables used by the CoE Starter Kit apps and flows. These dataflows merge and summarize data, so only data needed by the admin and governance processes of the CoE Starter Kit is written back to Dataverse. For example, instead of storing the entire usage data in Dataverse, only the last launched date of an app is stored in Dataverse.\u00a0<\/li><\/ul>\n\n\n<h2 class=\"wp-block-heading\">Will there be two versions of the CoE kit or will the version using cloud flows go away?<\/h2>\n\n\n<p class=\"wp-block-paragraph\">There will only be one version of the CoE Starter Kit that supports both mechanisms to gather inventory and telemetry. Using the <a href=\"https:\/\/learn.microsoft.com\/power-platform\/guidance\/coe\/setup-core-components#set-up-the-inventory-components-using-the-setup-wizard\" rel=\"noreferrer noopener\" target=\"_blank\">setup wizard<\/a>, you decide which mechanism to use and the wizard will then guide you through the configuration steps required based on your choice. You can also upgrade and move from using cloud flows to using Data Export by simply changing the inventory data source in the setup wizard.\u00a0\u00a0<\/p>\n\n\n<h2 class=\"wp-block-heading\">Can I migrate from using cloud flows to retrieve inventory to using Data Export?\u00a0<\/h2>\n\n\n<p class=\"wp-block-paragraph\">Yes, migrating from cloud flows to Data Export will be a seamless process. Use the Setup Wizard to change your data source for the CoE Starter Kit to Data Export and continue configuring the inventory components using the Setup Wizard. However, we suggest you don&#8217;t upgrade just yet and instead try this feature out in a test environment first.<\/p>\n\n\n<h2 class=\"wp-block-heading\">How can I learn more and try this out?\u00a0<\/h2>\n\n\n<p class=\"wp-block-paragraph\">The CoE Starter Kit using data provided by Data Export for inventory is currently in experimental preview; we recommend you don&#8217;t depend on it just yet and test it in a dedicated test environment first. Trying out this feature will help us validate that the feature is what you need and that we&#8217;re not introducing unintended side effects.\u00a0<\/p>\n\n\n<p class=\"wp-block-paragraph\">First, enable the <a href=\"https:\/\/learn.microsoft.com\/power-platform\/admin\/self-service-analytics#set-up-the-data-export-process-for-your-tenant\" rel=\"noreferrer noopener\" target=\"_blank\">Data Export<\/a> feature in your tenant. The initial data export can take up to five days. Proceed with the CoE Starter Kit configuration only when you see files in your storage account.\u00a0\u00a0<\/p>\n\n\n<p class=\"wp-block-paragraph\">Next, check out the documentation of this feature, including frequently asked questions: <a href=\"https:\/\/learn.microsoft.com\/power-platform\/guidance\/coe\/setup#what-data-source-should-i-use-for-my-power-platform-inventory\">What data source should I use for my Power Platform inventory?<\/a>\u00a0<\/p>\n\n\n<p class=\"wp-block-paragraph\">Now <a data-id=\"https:\/\/aka.ms\/CoEBYODLdownload\" data-type=\"URL\" href=\"https:\/\/aka.ms\/CoEBYODLdownload\" rel=\"noreferrer noopener\" target=\"_blank\">download<\/a> the version of the CoE Starter Kit that integrates with Data Export and use the setup wizard to configure the feature in your tenant. Your feedback is critical to this process. Post your feedback by <a href=\"https:\/\/github.com\/microsoft\/coe-starter-kit\/issues\/new?assignees=Jenefer-Monroe&amp;labels=coe-starter-kit%2Cquestion&amp;template=5-coe-starter-kit-question.yml&amp;title=%5BCoE+Starter+Kit+-+QUESTION%5D+QUESTION\" rel=\"noreferrer noopener\" target=\"_blank\">raising an issue on GitHub<\/a>.\u00a0<\/p>\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" alt=\"A screenshot of the CoE starter kit setup wizard on the step where you configure your data source. You can now choose between cloud flows and Data Export as the source for your inventory and telemetry data.\" class=\"wp-image-23971 webp-format\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coebyodlsetup-1-1024x522.webp\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coebyodlsetup-1-1024x522.webp 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coebyodlsetup-1-300x153.webp 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coebyodlsetup-1-768x392.webp 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coebyodlsetup-1.webp 1271w\" data-orig-src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coebyodlsetup-1-1024x522.webp\"><figcaption><em>Configure your inventory data source using the CoE Starter Kit Setup Wizard<\/em><\/figcaption><\/figure>\n\n\n<h2 class=\"wp-block-heading\">What else is new with the CoE kit?\u00a0<\/h2>\n\n\n<p class=\"wp-block-paragraph\">We often heard: \u201cThe CoE kit is great &#8211; but setting it up is challenging.\u201d We have added a <strong><a href=\"https:\/\/learn.microsoft.com\/power-platform\/guidance\/coe\/setup-core-components#set-up-the-inventory-components-using-the-setup-wizard\" rel=\"noreferrer noopener\" target=\"_blank\">Setup and Upgrade wizard<\/a><\/strong> experience to the CoE Starter Kit. Instead of manually filling out environment variables and turning on flows, the setup wizard provides a guided step by step experience to configure the CoE Starter Kit. You\u2019ll be prompted to provide information in context at the time the setup process needs it, and where possible configuration steps, such as fetching your tenant ID or turning on flows, are performed automatically.<\/p>\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" alt=\"graphical user interface, text, application\" class=\"wp-image-23986 webp-format\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coesetupwizardblog-1024x524.webp\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coesetupwizardblog-1024x524.webp 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coesetupwizardblog-300x154.webp 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coesetupwizardblog-768x393.webp 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coesetupwizardblog.webp 1491w\" data-orig-src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coesetupwizardblog-1024x524.webp\"><figcaption><em>CoE Setup and Upgrade Wizard<\/em><\/figcaption><\/figure>\n\n\n<p class=\"wp-block-paragraph\">Setup wizard experiences are available for all components of the CoE Starter Kit.<\/p>\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" alt=\"A screenshot of the CoE starter kit setup wizard on the step where you can decide which features you want to configure - you can choose between compliance components, inactivity components, nurture components etc. \" class=\"wp-image-23972 webp-format\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coesetupwizardmore-1024x527.webp\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coesetupwizardmore-1024x527.webp 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coesetupwizardmore-300x154.webp 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coesetupwizardmore-768x395.webp 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coesetupwizardmore.webp 1513w\" data-orig-src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coesetupwizardmore-1024x527.webp\"><figcaption><em>Configure all features in the kit using the &#8220;More features&#8221; option in the CoE Setup Wizard<\/em><\/figcaption><\/figure>\n\n\n<p class=\"wp-block-paragraph\">We also heard: \u201cThe CoE kit apps are useful \u2013 but not intuitive to use.\u201d We\u2019ve now updated most of our apps to use Fluent UI principles and <a href=\"https:\/\/aka.ms\/creatorkit\" rel=\"noreferrer noopener\" target=\"_blank\">Creator Kit<\/a> components. The new consistent look and feel will increase usability, familiarity, and recognizability of the apps.\u00a0<\/p>\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" alt=\"A screenshot of the CoE Admin command center app, which has been updated with Fluent UI design principles and Creator Kit components.\" class=\"wp-image-23975 webp-format\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coeadmincommandcenter-1024x525.webp\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coeadmincommandcenter-1024x525.webp 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coeadmincommandcenter-300x154.webp 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coeadmincommandcenter-768x394.webp 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coeadmincommandcenter.webp 1489w\" data-orig-src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/wp-content\/uploads\/2023\/03\/coeadmincommandcenter-1024x525.webp\"><figcaption><em>CoE Admin Command Center app<\/em><\/figcaption><\/figure>\n\n\n<h2 class=\"wp-block-heading\">About the CoE Starter Kit\u00a0<\/h2>\n\n\n<p class=\"wp-block-paragraph\">A Microsoft Power Platform Center of Excellence (CoE) means investing in and nurturing organic growth while maintaining governance and control. A CoE is designed to drive innovation and improvement, and as a central function it can break down geographic and organizational silos. A CoE can be a powerful way for an organization to align around business goals rather than individual department metrics. A key principle is to clarify why you\u2019re setting up a CoE, what you aim to accomplish, and the key business outcomes you hope to achieve.\u00a0<\/p>\n\n\n<p class=\"wp-block-paragraph\">The CoE Starter Kit provides some automation and tooling to help teams build monitoring and automation necessary to support a CoE. It represents what we\u2019ve learned from some of the largest organizations implementing Microsoft Power Platform.\u00a0 This tool, built with Microsoft Power Platform, is intended to be just that: a starter kit for technology to enable <em>your <\/em>processes. It can help with the how, once you\u2019ve established the what and why.\u00a0<\/p>\n\n\n<h2 class=\"wp-block-heading\">Disclaimer<\/h2>\n\n\n<p class=\"wp-block-paragraph\">Although the underlying features and components used to build the Center of Excellence (CoE) Starter Kit (such as Dataverse and connectors) are fully supported, the kit itself represents sample implementations of these features. Our customers and community can use and customize these features to implement admin and governance capabilities in their organizations.\u00a0<\/p>\n\n\n<p class=\"wp-block-paragraph\">If you face issues with:\u00a0<\/p>\n\n\n<ul class=\"wp-block-list\"><li><strong>Using the kit<\/strong>: Report your issue here: <a href=\"https:\/\/aka.ms\/coe-starter-kit-issues\" rel=\"noreferrer noopener\" target=\"_blank\">aka.ms\/coe-starter-kit-issues<\/a> (Microsoft Support won\u2019t help you with issues related to this kit, but they will help with related, underlying platform and feature issues.)\u00a0<\/li><li><strong>The core features in Power Platform<\/strong>: Use your standard channel to contact Support.\u00a0<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>In 2019, we launched the Center of Excellence (CoE) Starter Kit \u2013 a set of templates that are designed to help you get started with developing a strategy for adopting, maintaining and supporting Microsoft Power Platform, with a focus on Power Apps and Power Automate. In the past three years we\u2019ve continued to evolve and innovate as we learn from our customers. Today we\u2019re excited to announce that the CoE Starter Kit can now use data provided by self-serve analytics as a foundation for inventory and telemetry, enabling rich insights built for scale.<\/p>\n","protected":false},"author":192,"featured_media":0,"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":[3473],"property":[],"topic":[3421],"coauthors":[2172],"class_list":["post-23965","post","type-post","status-publish","format-standard","hentry","audience-it-professional","content-type-news","product-power-apps","topic-application-modernization"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Now in preview: CoE Starter Kit backed by data from self-serve analytics data export - 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 rel=\"canonical\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/power-platform\/blog\/2023\/03\/21\/now-in-preview-coe-starter-kit-backed-by-data-from-self-serve-analytics-data-export\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Now in preview: CoE Starter Kit backed by data from self-serve analytics data export - Microsoft Power Platform Blog\" \/>\n<meta property=\"og:description\" content=\"In 2019, we launched the Center of Excellence (CoE) Starter Kit \u2013 a set of templates that are designed to help you get started with developing a strategy for adopting, maintaining and supporting Microsoft Power Platform, with a focus on Power Apps and Power Automate. 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