{"id":7169,"date":"2025-07-15T12:09:39","date_gmt":"2025-07-15T12:09:39","guid":{"rendered":"https:\/\/www.verbat.com\/blog\/?p=7169"},"modified":"2025-07-15T12:09:39","modified_gmt":"2025-07-15T12:09:39","slug":"erp-observability-from-logs-to-business-metrics-in-real-time","status":"publish","type":"post","link":"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/","title":{"rendered":"ERP Observability: From Logs to Business Metrics in Real-Time"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">In the world of ERP, knowing <\/span><i><span style=\"font-weight: 400;\">what\u2019s happening<\/span><\/i><span style=\"font-weight: 400;\"> isn\u2019t enough. You need to know <\/span><i><span style=\"font-weight: 400;\">why<\/span><\/i><span style=\"font-weight: 400;\">, <\/span><i><span style=\"font-weight: 400;\">where<\/span><\/i><span style=\"font-weight: 400;\">, and <\/span><i><span style=\"font-weight: 400;\">how fast<\/span><\/i><span style=\"font-weight: 400;\">, in real time.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For decades, ERP monitoring meant sifting through logs, catching exceptions, and reacting when things broke. That worked in the era of static systems. But today\u2019s ERP is hybrid, modular, AI-augmented, and mission-critical. And the stakes are high:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A missed payroll run triggers employee unrest.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">An unprocessed sales order halts a supply chain.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A latency spike in a tax engine disrupts compliance.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Meanwhile, the observability gap between DevOps and business ops is growing. Developers track CPU spikes and 500 errors; business leaders care about order flow, inventory mismatch, and reconciliation failures.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This is where <\/span><b>modern ERP observability<\/b><span style=\"font-weight: 400;\"> comes in, an integrated, real-time view of both technical telemetry <\/span><b>and business outcomes<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><b>Why ERP Observability Matters in 2025<\/b><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>ERP systems are no longer monolithic.<\/b><span style=\"font-weight: 400;\"> Composable ERP (SAP BTP, Oracle Fusion, Dynamics 365) means distributed services with more failure points.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>DevOps can\u2019t fly blind.<\/b><span style=\"font-weight: 400;\"> Downtime isn\u2019t just technical debt, it directly affects revenue, customer experience, and SLA compliance.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>AI, APIs, and automations add complexity.<\/b><span style=\"font-weight: 400;\"> With RPA bots, LLM copilots, and cross-system workflows, errors can propagate silently unless you have deep tracing.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Business teams demand visibility.<\/b><span style=\"font-weight: 400;\"> Ops leaders want dashboards, not JSON logs. They need answers, not alerts.<\/span><\/li>\n<\/ol>\n<p><b>The New Observability Stack for ERP<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Modern observability moves beyond logs, metrics, and traces. It connects <\/span><b>infra telemetry with business context<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h4><b>Key components include:<\/b><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>OpenTelemetry<\/b><span style=\"font-weight: 400;\"> to standardize traces across microservices<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Prometheus\/Grafana<\/b><span style=\"font-weight: 400;\"> for real-time metrics and visualizations<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>ELK or Loki<\/b><span style=\"font-weight: 400;\"> for log aggregation with semantic tagging<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Business-specific dashboards<\/b><span style=\"font-weight: 400;\"> showing:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Order-to-cash latency<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Unposted journal entries<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Failed payroll runs<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">API bottlenecks in vendor onboarding<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">ERP observability means translating technical events into business language, and vice versa.<\/span><\/p>\n<p><b>From Incident Response to Outcome Monitoring<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Let\u2019s contrast two common views:<\/span><\/p>\n<p><b>Developer View:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Service X has 300ms latency<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">DB pool saturated<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Retry loop triggered<\/span><\/li>\n<\/ul>\n<p><b>Business View:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">12 invoices weren\u2019t generated in time<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">300 employees didn\u2019t get payslips<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">4 key customers didn\u2019t receive shipment confirmation<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">With modern ERP observability, you can <\/span><b>tie one to the other<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Example:<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A spike in SAP HANA read latency \u2192 Delayed journal postings \u2192 CFO reports discrepancy \u2192 Flag triggered in compliance dashboard<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This kind of insight is <\/span><b>game-changing<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><b>How to Build ERP Observability Right<\/b><\/p>\n<h4><b>1. Instrument Everything<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Start with OpenTelemetry SDKs for your custom ERP extensions, APIs, and middleware.<\/span><\/p>\n<h4><b>2. Correlate Across Layers<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Map low-level logs to business entities (e.g., PO #, customer ID, invoice run ID). Add context tags.<\/span><\/p>\n<h4><b>3. Create Unified Dashboards<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Combine business KPIs (revenue leakage, SLA breach) with tech KPIs (error rate, memory usage).<\/span><\/p>\n<h4><b>4. Make It Self-Service<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Give business users access to dashboards with understandable visualizations, no technical jargon.<\/span><\/p>\n<h4><b>5. Automate Alerting Based on Business Events<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Set alerts like:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">5% invoice failure rate in last 10 mins<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">100 orders stuck in status \u201cPending Dispatch\u201d<\/span><\/li>\n<\/ul>\n<p><b>ERP Observability in Action: A Quick Scenario<\/b><\/p>\n<p><b>Issue:<\/b><span style=\"font-weight: 400;\"> A large retail client reports delayed supplier payments.<\/span><\/p>\n<p><b>Traditional Debugging:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Dev checks batch job logs<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">DBA checks query performance<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Finance checks AP workflow manually<\/span><\/li>\n<\/ul>\n<p><b>With Observability:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Dashboard shows failed AP job linked to Oracle DB slowdown<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Root cause identified: misconfigured batch partitioning<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Fix rolled out; finance sees retry queue processed<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">From 3 teams and 4 hours to one dashboard and 15 minutes.<\/span><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; In the world of ERP, knowing what\u2019s happening isn\u2019t enough. You need to know why, where, and how fast, in real time. For decades, ERP monitoring meant sifting through logs, catching exceptions, and reacting when things broke. That worked in the era of static systems. But today\u2019s ERP is hybrid, modular, AI-augmented, and mission-critical. [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":7170,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-7169","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-others"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>ERP Observability: From Logs to Business Metrics in Real-Time - Software Development Company Dubai UAE - Verbat Technologies<\/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:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ERP Observability: From Logs to Business Metrics in Real-Time - Software Development Company Dubai UAE - Verbat Technologies\" \/>\n<meta property=\"og:description\" content=\"&nbsp; In the world of ERP, knowing what\u2019s happening isn\u2019t enough. You need to know why, where, and how fast, in real time. For decades, ERP monitoring meant sifting through logs, catching exceptions, and reacting when things broke. That worked in the era of static systems. But today\u2019s ERP is hybrid, modular, AI-augmented, and mission-critical. [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/\" \/>\n<meta property=\"og:site_name\" content=\"Software Development Company Dubai UAE - Verbat Technologies\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/verbatltd\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-15T12:09:39+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643942_5024147.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2000\" \/>\n\t<meta property=\"og:image:height\" content=\"2000\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"verbat\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@verbatltd\" \/>\n<meta name=\"twitter:site\" content=\"@verbatltd\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"verbat\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/\"},\"author\":{\"name\":\"verbat\",\"@id\":\"https:\/\/www.verbat.com\/blog\/#\/schema\/person\/499ab63e49a3c707d87c789f2b5da47c\"},\"headline\":\"ERP Observability: From Logs to Business Metrics in Real-Time\",\"datePublished\":\"2025-07-15T12:09:39+00:00\",\"dateModified\":\"2025-07-15T12:09:39+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/\"},\"wordCount\":543,\"publisher\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643942_5024147.jpg\",\"articleSection\":[\"Others\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/\",\"url\":\"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/\",\"name\":\"ERP Observability: From Logs to Business Metrics in Real-Time - Software Development Company Dubai UAE - Verbat Technologies\",\"isPartOf\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643942_5024147.jpg\",\"datePublished\":\"2025-07-15T12:09:39+00:00\",\"dateModified\":\"2025-07-15T12:09:39+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/#primaryimage\",\"url\":\"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643942_5024147.jpg\",\"contentUrl\":\"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643942_5024147.jpg\",\"width\":2000,\"height\":2000},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.verbat.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"ERP Observability: From Logs to Business Metrics in Real-Time\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.verbat.com\/blog\/#website\",\"url\":\"https:\/\/www.verbat.com\/blog\/\",\"name\":\"Verbat Technologies\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.verbat.com\/blog\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.verbat.com\/blog\/#organization\",\"name\":\"Verbat Technologies\",\"url\":\"https:\/\/www.verbat.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.verbat.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2024\/04\/verbatltd_logo.jpg\",\"contentUrl\":\"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2024\/04\/verbatltd_logo.jpg\",\"width\":200,\"height\":200,\"caption\":\"Verbat Technologies\"},\"image\":{\"@id\":\"https:\/\/www.verbat.com\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/verbatltd\",\"https:\/\/x.com\/verbatltd\",\"https:\/\/www.linkedin.com\/company\/verbatltd\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.verbat.com\/blog\/#\/schema\/person\/499ab63e49a3c707d87c789f2b5da47c\",\"name\":\"verbat\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.verbat.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/39ad783fe218256f66846525c53ed98353138a71d12efd33428ad7f2a1553b3b?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/39ad783fe218256f66846525c53ed98353138a71d12efd33428ad7f2a1553b3b?s=96&d=mm&r=g\",\"caption\":\"verbat\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"ERP Observability: From Logs to Business Metrics in Real-Time - Software Development Company Dubai UAE - Verbat Technologies","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/","og_locale":"en_US","og_type":"article","og_title":"ERP Observability: From Logs to Business Metrics in Real-Time - Software Development Company Dubai UAE - Verbat Technologies","og_description":"&nbsp; In the world of ERP, knowing what\u2019s happening isn\u2019t enough. You need to know why, where, and how fast, in real time. For decades, ERP monitoring meant sifting through logs, catching exceptions, and reacting when things broke. That worked in the era of static systems. But today\u2019s ERP is hybrid, modular, AI-augmented, and mission-critical. [&hellip;]","og_url":"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/","og_site_name":"Software Development Company Dubai UAE - Verbat Technologies","article_publisher":"https:\/\/www.facebook.com\/verbatltd","article_published_time":"2025-07-15T12:09:39+00:00","og_image":[{"width":2000,"height":2000,"url":"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643942_5024147.jpg","type":"image\/jpeg"}],"author":"verbat","twitter_card":"summary_large_image","twitter_creator":"@verbatltd","twitter_site":"@verbatltd","twitter_misc":{"Written by":"verbat","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/#article","isPartOf":{"@id":"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/"},"author":{"name":"verbat","@id":"https:\/\/www.verbat.com\/blog\/#\/schema\/person\/499ab63e49a3c707d87c789f2b5da47c"},"headline":"ERP Observability: From Logs to Business Metrics in Real-Time","datePublished":"2025-07-15T12:09:39+00:00","dateModified":"2025-07-15T12:09:39+00:00","mainEntityOfPage":{"@id":"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/"},"wordCount":543,"publisher":{"@id":"https:\/\/www.verbat.com\/blog\/#organization"},"image":{"@id":"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/#primaryimage"},"thumbnailUrl":"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643942_5024147.jpg","articleSection":["Others"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/","url":"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/","name":"ERP Observability: From Logs to Business Metrics in Real-Time - Software Development Company Dubai UAE - Verbat Technologies","isPartOf":{"@id":"https:\/\/www.verbat.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/#primaryimage"},"image":{"@id":"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/#primaryimage"},"thumbnailUrl":"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643942_5024147.jpg","datePublished":"2025-07-15T12:09:39+00:00","dateModified":"2025-07-15T12:09:39+00:00","breadcrumb":{"@id":"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/#primaryimage","url":"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643942_5024147.jpg","contentUrl":"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2025\/07\/12643942_5024147.jpg","width":2000,"height":2000},{"@type":"BreadcrumbList","@id":"https:\/\/www.verbat.com\/blog\/erp-observability-from-logs-to-business-metrics-in-real-time\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.verbat.com\/blog\/"},{"@type":"ListItem","position":2,"name":"ERP Observability: From Logs to Business Metrics in Real-Time"}]},{"@type":"WebSite","@id":"https:\/\/www.verbat.com\/blog\/#website","url":"https:\/\/www.verbat.com\/blog\/","name":"Verbat Technologies","description":"","publisher":{"@id":"https:\/\/www.verbat.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.verbat.com\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.verbat.com\/blog\/#organization","name":"Verbat Technologies","url":"https:\/\/www.verbat.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.verbat.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2024\/04\/verbatltd_logo.jpg","contentUrl":"https:\/\/www.verbat.com\/blog\/wp-content\/uploads\/2024\/04\/verbatltd_logo.jpg","width":200,"height":200,"caption":"Verbat Technologies"},"image":{"@id":"https:\/\/www.verbat.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/verbatltd","https:\/\/x.com\/verbatltd","https:\/\/www.linkedin.com\/company\/verbatltd"]},{"@type":"Person","@id":"https:\/\/www.verbat.com\/blog\/#\/schema\/person\/499ab63e49a3c707d87c789f2b5da47c","name":"verbat","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.verbat.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/39ad783fe218256f66846525c53ed98353138a71d12efd33428ad7f2a1553b3b?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/39ad783fe218256f66846525c53ed98353138a71d12efd33428ad7f2a1553b3b?s=96&d=mm&r=g","caption":"verbat"}}]}},"_links":{"self":[{"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/posts\/7169","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/comments?post=7169"}],"version-history":[{"count":1,"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/posts\/7169\/revisions"}],"predecessor-version":[{"id":7171,"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/posts\/7169\/revisions\/7171"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/media\/7170"}],"wp:attachment":[{"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/media?parent=7169"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/categories?post=7169"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.verbat.com\/blog\/wp-json\/wp\/v2\/tags?post=7169"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}