{"id":71655,"date":"2026-06-19T16:46:40","date_gmt":"2026-06-19T15:46:40","guid":{"rendered":"https:\/\/sovanta.com\/?p=71655"},"modified":"2026-07-30T09:21:45","modified_gmt":"2026-07-30T08:21:45","slug":"root-cause-analyzer","status":"publish","type":"post","link":"https:\/\/sovanta.com\/en\/root-cause-analyzer\/","title":{"rendered":"Root Cause Analyzer"},"content":{"rendered":"\n<p><strong>What does the Root Cause Analyzer do? The agent helps integration teams quickly identify the underlying causes of issues in SAP CPI Integration Flows and provides actionable recommendations for resolution. This use case features one of the ready-to-use AI agents that helped us win the \u201cAgent Race to Sapphire 2026.\u201d<\/strong><\/p>\n\n\n\n<div id=\"image-card-with-buttonblock_dcf22e5743a8d56a7b28684bc39c0547\" class=\"block__image-card-with-button -detect-in-viewport has-background has-seashell-background-color image-card\">\n      \n  \n\n<div id=\"quoteblock_e9c4539e21ef402fba9ff0905779258d\" class=\"block__quote -detect-in-viewport block__quote--small\">\n\n    <div class=\"block__quote__wrapper\">\n\n                    <div class=\"block__quote__quote\">Understand failures, identify causes, and stabilize integrations faster.<\/div>\n        \n        \n    <\/div>\n\n<\/div>\n\n\n  <\/div>\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">The starting point: Troubleshooting integration issues is complex<\/h2>\n\n\n\n<p>Issues in SAP CPI Integration Flows can originate from a variety of sources. Some problems are caused by technical system failures, while others result from configuration mistakes or implementation issues within the integration logic. Identifying the true root cause often requires manual analysis of logs, error messages, and integration artifacts. This process is time-consuming and requires specialized expertise.<\/p>\n\n\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-12 col-md-4\">\n\t\t\t\n\n<div id=\"image-card-with-buttonblock_dcf22e5743a8d56a7b28684bc39c0547\" class=\"block__image-card-with-button -detect-in-viewport has-background has-seashell-background-color image-card\">\n      \n  \n\n<div id=\"iconblock_eccdfab5619b49e32fbb578edaf0b9b2\" class=\"block__icon -detect-in-viewport block__icon--left\">\n  <span class=\"icon icon--svg\">\n<svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\">\n<path d=\"M16.5 20h-14c-0.827 0-1.5-0.673-1.5-1.5v-14c0-0.827 0.673-1.5 1.5-1.5h1c0.276 0 0.5 0.224 0.5 0.5s-0.224 0.5-0.5 0.5h-1c-0.276 0-0.5 0.224-0.5 0.5v14c0 0.276 0.224 0.5 0.5 0.5h14c0.276 0 0.5-0.224 0.5-0.5v-14c0-0.276-0.224-0.5-0.5-0.5h-1c-0.276 0-0.5-0.224-0.5-0.5s0.224-0.5 0.5-0.5h1c0.827 0 1.5 0.673 1.5 1.5v14c0 0.827-0.673 1.5-1.5 1.5z\" fill=\"currentColor\"><\/path>\n<path d=\"M13.501 5c-0 0-0 0-0.001 0h-8c-0.276 0-0.5-0.224-0.5-0.5 0-1.005 0.453-1.786 1.276-2.197 0.275-0.138 0.547-0.213 0.764-0.254 0.213-1.164 1.235-2.049 2.459-2.049s2.246 0.885 2.459 2.049c0.218 0.041 0.489 0.116 0.764 0.254 0.816 0.408 1.268 1.178 1.276 2.17 0.001 0.009 0.001 0.018 0.001 0.027 0 0.276-0.224 0.5-0.5 0.5zM6.060 4h6.88c-0.096-0.356-0.307-0.617-0.638-0.79-0.389-0.203-0.8-0.21-0.805-0.21-0.276 0-0.497-0.224-0.497-0.5 0-0.827-0.673-1.5-1.5-1.5s-1.5 0.673-1.5 1.5c0 0.276-0.224 0.5-0.5 0.5-0.001 0-0.413 0.007-0.802 0.21-0.331 0.173-0.542 0.433-0.638 0.79z\" fill=\"currentColor\"><\/path>\n<path d=\"M9.5 3c-0.132 0-0.261-0.053-0.353-0.147s-0.147-0.222-0.147-0.353 0.053-0.261 0.147-0.353c0.093-0.093 0.222-0.147 0.353-0.147s0.261 0.053 0.353 0.147c0.093 0.093 0.147 0.222 0.147 0.353s-0.053 0.26-0.147 0.353c-0.093 0.093-0.222 0.147-0.353 0.147z\" fill=\"currentColor\"><\/path>\n<path d=\"M9.5 13c-0.276 0-0.5-0.224-0.5-0.5v-4c0-0.276 0.224-0.5 0.5-0.5s0.5 0.224 0.5 0.5v4c0 0.276-0.224 0.5-0.5 0.5z\" fill=\"currentColor\"><\/path>\n<path d=\"M9.5 16c-0.276 0-0.5-0.224-0.5-0.5v-1c0-0.276 0.224-0.5 0.5-0.5s0.5 0.224 0.5 0.5v1c0 0.276-0.224 0.5-0.5 0.5z\" fill=\"currentColor\"><\/path>\n<\/svg>\n<\/span><\/div>\n\n\n<p><strong>Identifying the real cause of an issue<\/strong><br>Error messages often reveal only the symptoms of a problem. The underlying cause must be derived from multiple technical signals and data sources.<\/p>\n\n\n\n  <\/div>\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-4\">\n\t\t\t\n\n<div id=\"image-card-with-buttonblock_dcf22e5743a8d56a7b28684bc39c0547\" class=\"block__image-card-with-button -detect-in-viewport has-background has-seashell-background-color image-card\">\n      \n  \n\n<div id=\"iconblock_116bafaa8af33d7311f27f5ba8b37130\" class=\"block__icon -detect-in-viewport block__icon--left\">\n  <span class=\"icon icon--svg\">\n<svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\">\n<path d=\"M11.854 13.646l-2-2c-0.195-0.195-0.512-0.195-0.707 0l-2 2c-0.195 0.195-0.195 0.512 0 0.707s0.512 0.195 0.707 0l1.146-1.146v4.293c0 0.276 0.224 0.5 0.5 0.5s0.5-0.224 0.5-0.5v-4.293l1.146 1.146c0.098 0.098 0.226 0.146 0.354 0.146s0.256-0.049 0.354-0.146c0.195-0.195 0.195-0.512 0-0.707z\" fill=\"currentColor\"><\/path>\n<path d=\"M18.067 1.609c-0.497-0.326-1.193-0.615-2.069-0.858-1.742-0.484-4.050-0.75-6.498-0.75s-4.756 0.267-6.498 0.75c-0.877 0.243-1.573 0.532-2.069 0.858-0.619 0.407-0.933 0.874-0.933 1.391v12c0 0.824 0.785 1.511 2.335 2.043 1.31 0.45 3.134 0.768 5.134 0.894 0.011 0.001 0.021 0.001 0.032 0.001 0.262 0 0.482-0.204 0.499-0.469 0.017-0.276-0.192-0.513-0.468-0.531-1.914-0.121-3.644-0.419-4.872-0.841-1.31-0.45-1.659-0.902-1.659-1.098v-2.566c0.2 0.125 0.429 0.245 0.688 0.359 0.926 0.407 2.221 0.733 3.744 0.943 0.023 0.003 0.046 0.005 0.069 0.005 0.246 0 0.46-0.181 0.495-0.432 0.038-0.274-0.153-0.526-0.427-0.564-1.433-0.198-2.636-0.498-3.479-0.868-0.804-0.353-1.090-0.693-1.090-0.877v-2.566c0.492 0.309 1.164 0.583 2.002 0.816 1.742 0.484 4.050 0.75 6.498 0.75s4.756-0.267 6.498-0.75c0.838-0.233 1.511-0.507 2.002-0.816v2.566c0 0.184-0.285 0.524-1.090 0.877-0.843 0.37-2.045 0.67-3.479 0.868-0.274 0.038-0.465 0.29-0.427 0.564 0.035 0.25 0.249 0.432 0.495 0.432 0.023 0 0.046-0.002 0.069-0.005 1.523-0.21 2.818-0.536 3.744-0.943 0.259-0.114 0.488-0.233 0.688-0.359v2.566c0 0.196-0.35 0.647-1.659 1.098-1.228 0.422-2.958 0.721-4.872 0.841-0.276 0.017-0.485 0.255-0.468 0.531 0.017 0.265 0.237 0.469 0.499 0.469 0.011 0 0.021-0 0.032-0.001 2.001-0.126 3.824-0.443 5.134-0.894 1.549-0.532 2.334-1.22 2.334-2.043v-12c0-0.517-0.314-0.985-0.933-1.391zM3.27 1.714c1.658-0.46 3.87-0.714 6.23-0.714s4.573 0.254 6.23 0.714c1.795 0.499 2.27 1.059 2.27 1.286s-0.474 0.787-2.27 1.286c-1.658 0.46-3.87 0.714-6.23 0.714s-4.573-0.254-6.23-0.714c-1.795-0.499-2.27-1.059-2.27-1.286s0.474-0.787 2.27-1.286zM15.73 8.286c-1.658 0.46-3.87 0.714-6.23 0.714s-4.573-0.254-6.23-0.714c-1.795-0.499-2.27-1.059-2.27-1.286v-2.566c0.492 0.309 1.164 0.583 2.002 0.816 1.742 0.484 4.050 0.75 6.498 0.75s4.756-0.267 6.498-0.75c0.838-0.233 1.511-0.507 2.002-0.816v2.566c0 0.227-0.474 0.787-2.27 1.286z\" fill=\"currentColor\"><\/path>\n<\/svg>\n<\/span><\/div>\n\n\n<p><strong>Distinguishing system and development issues<\/strong><br>Efficient troubleshooting depends on understanding whether an issue originates from the system landscape or from the implementation of the integration flow itself.<\/p>\n\n\n\n  <\/div>\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-4\">\n\t\t\t\n\n<div id=\"image-card-with-buttonblock_dcf22e5743a8d56a7b28684bc39c0547\" class=\"block__image-card-with-button -detect-in-viewport has-background has-seashell-background-color image-card\">\n      \n  \n\n<div id=\"iconblock_422e6e3aad624afbd3e5d4f14cbf02e6\" class=\"block__icon -detect-in-viewport block__icon--left\">\n  <span class=\"icon icon--svg\">\n<svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\">\n<path d=\"M18.5 18h-11c-0.827 0-1.5-0.673-1.5-1.5 0-0.048 0.011-1.19 0.924-2.315 0.525-0.646 1.241-1.158 2.128-1.522 1.071-0.44 2.4-0.662 3.948-0.662s2.876 0.223 3.948 0.662c0.887 0.364 1.603 0.876 2.128 1.522 0.914 1.125 0.924 2.267 0.924 2.315 0 0.827-0.673 1.5-1.5 1.5zM7 16.503c0.001 0.275 0.225 0.497 0.5 0.497h11c0.275 0 0.499-0.223 0.5-0.497-0.001-0.035-0.032-0.895-0.739-1.734-0.974-1.157-2.793-1.768-5.261-1.768s-4.287 0.612-5.261 1.768c-0.707 0.84-0.738 1.699-0.739 1.734z\" fill=\"currentColor\"><\/path>\n<path d=\"M13 11c-2.206 0-4-1.794-4-4s1.794-4 4-4 4 1.794 4 4c0 2.206-1.794 4-4 4zM13 4c-1.654 0-3 1.346-3 3s1.346 3 3 3 3-1.346 3-3-1.346-3-3-3z\" fill=\"currentColor\"><\/path>\n<path d=\"M4.5 18h-3c-0.827 0-1.5-0.673-1.5-1.5 0-0.037 0.008-0.927 0.663-1.8 0.378-0.505 0.894-0.904 1.533-1.188 0.764-0.34 1.708-0.512 2.805-0.512 0.179 0 0.356 0.005 0.527 0.014 0.276 0.015 0.487 0.25 0.473 0.526s-0.25 0.488-0.526 0.473c-0.153-0.008-0.312-0.012-0.473-0.012-3.894 0-3.997 2.379-4 2.503 0.001 0.274 0.225 0.497 0.5 0.497h3c0.276 0 0.5 0.224 0.5 0.5s-0.224 0.5-0.5 0.5z\" fill=\"currentColor\"><\/path>\n<path d=\"M5 12c-1.654 0-3-1.346-3-3s1.346-3 3-3 3 1.346 3 3-1.346 3-3 3zM5 7c-1.103 0-2 0.897-2 2s0.897 2 2 2 2-0.897 2-2c0-1.103-0.897-2-2-2z\" fill=\"currentColor\"><\/path>\n<\/svg>\n<\/span><\/div>\n\n\n<p><strong>Deriving effective resolution actions<\/strong><br>Once the root cause has been identified, suitable corrective actions need to be determined to resolve the issue sustainably.<\/p>\n\n\n\n  <\/div>\n\t<\/div>\n\n<\/div>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">What does our solution look like? Intelligent root-cause analysis for CPI Integration Flows<\/h2>\n\n\n\n<p>The Root Cause Analyzer reviews CPI Integration Flows and related error information to identify the underlying cause of an issue. The solution differentiates between system-related and developer-related problems and generates targeted recommendations based on the identified cause. This significantly accelerates troubleshooting and issue resolution processes. In three steps, this means:<\/p>\n\n\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-12 col-md-4\">\n\t\t\t\n\n<figure class=\"wp-block-image size-teaser_1_1\"><img decoding=\"async\" width=\"700\" height=\"700\" src=\"https:\/\/sovanta.com\/wp-content\/uploads\/2024\/04\/mann-frau-unterhaltung-schreibtisch-laptop-handy-fokus-frau_web_stock_16-9-700x700.jpg\" alt=\"SAP BTP erm\u00f6glicht nachhaltiges und effizientes Vertragsmanagement.\" class=\"wp-image-25016\" srcset=\"https:\/\/sovanta.com\/wp-content\/uploads\/2024\/04\/mann-frau-unterhaltung-schreibtisch-laptop-handy-fokus-frau_web_stock_16-9-700x700.jpg 700w, https:\/\/sovanta.com\/wp-content\/uploads\/2024\/04\/mann-frau-unterhaltung-schreibtisch-laptop-handy-fokus-frau_web_stock_16-9-150x150.jpg 150w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-8\">\n\t\t\t\n\n<ol class=\"wp-block-list\">\n<li><strong>Analyze integration issues<\/strong><br>The agent evaluates integration flow artifacts, logs, and error messages to identify relevant patterns and anomalies.<\/li>\n\n\n\n<li><strong>Classify the root cause<br><\/strong>The solution determines whether the issue is system-related or development-related and categorizes it accordingly.<\/li>\n\n\n\n<li><strong>Provide resolution recommendations<\/strong><br>Based on the identified cause, the agent generates actionable recommendations and potential fixes to support rapid issue resolution.<\/li>\n<\/ol>\n\n\t<\/div>\n\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">The result? Faster troubleshooting and more stable integrations<\/h2>\n\n\n\n<p>The result includes significantly faster root-cause identification, reduced manual effort in troubleshooting integration issues, and a more structured approach to CPI incident analysis. At the same time, teams gain clear visibility into whether an issue originates from the system landscape or the integration implementation and can take corrective action more quickly. The Root Cause Analyzer combines intelligent diagnostics with practical resolution guidance to help organizations operate more reliable and resilient integration landscapes.<\/p>\n\n\n\n<div class=\"wp-block-group has-seashell-background-color has-background\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">Do you have a similar challenge?<\/h2>\n\n\n\n<p>Would you like to see how the different services work together in this use case? Or do you have questions about the approach? Simply fill out the form and our sovanta experts will get in touch with you.<\/p>\n\n\n\n\t\t\t\t\t\t<script>\n\t\t\t\t\t\t\twindow.hsFormsOnReady = window.hsFormsOnReady || [];\n\t\t\t\t\t\t\twindow.hsFormsOnReady.push(()=>{\n\t\t\t\t\t\t\t\thbspt.forms.create({\n\t\t\t\t\t\t\t\t\tportalId: 4699831,\n\t\t\t\t\t\t\t\t\tformId: \"3446cab8-9394-4005-a5f2-57ed62ce4e04\",\n\t\t\t\t\t\t\t\t\ttarget: \"#hbspt-form-1785826611000-1301891866\",\n\t\t\t\t\t\t\t\t\tregion: \"na1\",\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t})});\n\t\t\t\t\t\t<\/script>\n\t\t\t\t\t\t<div class=\"hbspt-form\" id=\"hbspt-form-1785826611000-1301891866\"><\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>The agent helps integration teams quickly identify the underlying causes of issues in SAP CPI Integration Flows and provides actionable recommendations for resolution.<\/p>\n","protected":false},"author":11,"featured_media":72615,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[673],"tags":[],"competence":[],"Industry":[],"line_of_business":[571],"resource":[491,645,657],"systems-and-technologies":[],"class_list":["post-71655","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-business-ai-2","line_of_business-service-en","resource-use-cases-en","resource-sap-ai-bdc-use-cases-en","resource-agent-race"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - 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