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Platform](https://www.paloaltonetworks.com/ai-security/prisma-airs?ts=markdown) * [AI Gateway](https://www.paloaltonetworks.com/ai-security/ai-gateway?ts=markdown) * [AI Model Security](https://www.paloaltonetworks.com/ai-security/ai-model-security?ts=markdown) * [AI Red Teaming](https://www.paloaltonetworks.com/ai-security/ai-red-teaming?ts=markdown) * [AI Runtime Security](https://www.paloaltonetworks.com/ai-security/ai-runtime-security?ts=markdown) * [Agent Security](https://www.paloaltonetworks.com/ai-security/agent-security?ts=markdown) * [AI Posture Management](https://www.paloaltonetworks.com/prisma/cloud/ai-spm?ts=markdown) Secure GenAI Tools * [Prisma Browser](https://www.paloaltonetworks.com/sase/prisma-browser?ts=markdown) [![Network Security logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/strata-logo-nav.svg)](https://www.paloaltonetworks.com/network-security?ts=markdown) [Secure the 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Security](https://www.paloaltonetworks.com/cortex/agentic-endpoint-security?ts=markdown) * [Ransomware Protection](https://www.paloaltonetworks.com/cortex/ransomware-protection?ts=markdown) * [Digital Forensics](https://www.paloaltonetworks.com/cortex/digital-forensics?ts=markdown) [Data Security](https://www.paloaltonetworks.com/cortex/data-security?ts=markdown) [![Cloud Security logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/cortex-cloud-logo-nav.svg)](https://www.paloaltonetworks.com/cortex/cloud?ts=markdown) [Application Security Overview](https://www.paloaltonetworks.com/cortex/cloud/application-security?ts=markdown) * [Application Security Posture Management](https://www.paloaltonetworks.com/cortex/cloud/application-security-posture-management?ts=markdown) * [Software Supply Chain Security](https://www.paloaltonetworks.com/cortex/cloud/software-supply-chain-security?ts=markdown) * [Infrasture-as-Code (IaC) Security](https://www.paloaltonetworks.com/cortex/cloud/infrastructure-as-code-security?ts=markdown) * [Software Composition Analysis](https://www.paloaltonetworks.com/cortex/cloud/software-composition-analysis?ts=markdown) * [Secrets Security](https://www.paloaltonetworks.com/cortex/cloud/secrets-security?ts=markdown) * [Open Partner Ecosystem](https://www.paloaltonetworks.com/cortex/cloud/appsec-partner-ecosystem?ts=markdown) [Cloud Posture Security Overview](https://www.paloaltonetworks.com/cortex/cloud/cloud-posture-security?ts=markdown) * [Cloud Security Posture Management](https://www.paloaltonetworks.com/cortex/cloud/cloud-security-posture-management?ts=markdown) * [Cloud Infrastructure Entitlement Management](https://www.paloaltonetworks.com/cortex/cloud/cloud-infrastructure-entitlement-management?ts=markdown) * [Data Security Posture Management](https://www.paloaltonetworks.com/cortex/cloud/data-security-posture-management?ts=markdown) * [AI Security Posture Management](https://www.paloaltonetworks.com/cortex/cloud/ai-security-posture-management?ts=markdown) * [Vulnerability Management](https://www.paloaltonetworks.com/cortex/cloud/vulnerability-management?ts=markdown) * [Cloud Attack Surface Management](https://www.paloaltonetworks.com/cortex/cloud/attack-surface-management?ts=markdown) [Cloud Runtime Security Overview](https://www.paloaltonetworks.com/cortex/cloud/runtime-security?ts=markdown) * [Cloud Detection and Response](https://www.paloaltonetworks.com/cortex/cloud-detection-and-response?ts=markdown) * [Container \& Kubernetes Security](https://www.paloaltonetworks.com/cortex/cloud/kubernetes-and-container-security?ts=markdown) * [Cloud Workload Protection](https://www.paloaltonetworks.com/cortex/cloud/cloud-workload-protection?ts=markdown) * [API Security](https://www.paloaltonetworks.com/cortex/cloud/api-security?ts=markdown) * [Serverless Security](https://www.paloaltonetworks.com/cortex/cloud/serverless-security?ts=markdown) [![Observability NEW logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/cortex/xcor/cortex-xcor-logo-nav-2.svg)](https://www.paloaltonetworks.com/cortex/xcor?ts=markdown) Observability \& Remediation * [AI-Driven Observability](https://www.paloaltonetworks.com/cortex/xcor/ai-driven-observability?ts=markdown) * [Distributed Tracing](https://www.paloaltonetworks.com/cortex/xcor/distributed-tracing?ts=markdown) * [Log Management](https://www.paloaltonetworks.com/cortex/xcor/log-management?ts=markdown) * [Metrics Monitoring](https://www.paloaltonetworks.com/cortex/xcor/metrics-monitoring?ts=markdown) [![Identity Security logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/idira-logo-nav.svg)](https://www.paloaltonetworks.com/idira?ts=markdown) [Human Identities](https://www.paloaltonetworks.com/idira/human?ts=markdown) * [Privileged Access Management](https://www.paloaltonetworks.com/idira/human/privileged-access-management?ts=markdown) * [Identity and Access Management](https://www.paloaltonetworks.com/idira/human/identity-and-access-management?ts=markdown) * [Endpoint Privilege Manager](https://www.paloaltonetworks.com/idira/human/endpoint-privilege-manager?ts=markdown) * [Identity Governance](https://www.paloaltonetworks.com/idira/human/identity-governance?ts=markdown) * [Workforce Password Management](https://www.paloaltonetworks.com/idira/human/workforce-password-management?ts=markdown) * [Vendor Privileged Access](https://www.paloaltonetworks.com/idira/human/vendor-privileged-access?ts=markdown) [Machine Identities](https://www.paloaltonetworks.com/idira/machine?ts=markdown) * [Secrets Management](https://www.paloaltonetworks.com/idira/machine/secrets-management?ts=markdown) * [Unified Secrets Governance](https://www.paloaltonetworks.com/idira/machine/unified-secrets-governance?ts=markdown) * [Application Credentials Delivery](https://www.paloaltonetworks.com/idira/machine/application-credentials-delivery?ts=markdown) [Agentic Identities](https://www.paloaltonetworks.com/idira/agentic?ts=markdown) * Solutions Solutions By Use Case [![Drive AI Transformation icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/ai-page/teaser-block/teaser-icon-2.svg) Drive AI Transformation Scale enterprise AI adoption across employees, applications and agents with confidence and control](https://www.paloaltonetworks.com/ai-security?ts=markdown) [![Accelerate Cloud Transformation icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/icon-cortex.svg) Accelerate Cloud Transformation Build fast and innovate fearlessly with AI-driven protection from code to cloud](https://www.paloaltonetworks.com/cortex/cloud?ts=markdown) [![Secure AI Coding icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/logo-default-orange.svg) Secure AI Coding Let AI coding do more, with you in control. 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Discover now.](https://www.paloaltonetworks.com/cortex/xcor?ts=markdown) [](https://www.paloaltonetworks.com/?ts=markdown) Search All * [Tech Docs](https://docs.paloaltonetworks.com/search) Close search modal [![cortexxcor logo](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/cortexxcor-logo-dark.png)](https://www.paloaltonetworks.com/cortex/xcor?ts=markdown) [Application Observability](#page-top) open [Application Observability](#page-top) [Challenges](#challenges) [Solutions](#solutions) [Key Capabilities](#key-capabilities) [Benefits](#benefits) [FAQs](#FAQs) [Request demo](#request-demo-modal) # Cloud Native Application Observability Automate triage, compress MTTR, and control spend with AI-driven observability. * [Request demo](#request-demo-modal) {#challenges} Challenges ## The Complexities of Cloud-Native Application Monitoring Dynamic microservices and rapid code updates degrade system visibility, complicate incident triage, and drive up telemetry bills. Inflexible sampling leaves debugging to chance ![Telemetry icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/application-observability/Icon_library_Telemetry.svg) ### Inflexible sampling leaves debugging to chance Traditional monitoring relies on rigid trace sampling to cut costs, frequently dropping the critical traces needed to debug production failures. AI-generated code accelerates system drift ![Agentic-AI icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/application-observability/Icon_library-Agentic-AI.svg) ### AI-generated code accelerates system drift AI coding tools speed up deployments but erode developer system context. Manually correlating metrics, logs, and traces in unfamiliar code inflates MTTR. Noisy alerts mask actual user experience ![Alert-Fatigue icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/application-observability/Icon_library_Alert-Fatigue.svg) ### Noisy alerts mask actual user experience Traditional monitoring triggers alerts for minor service faults that don't impact end users, creating fatigue and masking critical regressions. {#solutions} Solutions ## Take Control of Application Performance and Telemetry Costs Cortex^®^ XCOR™ combines AI workflows with comprehensive service views to streamline troubleshooting while keeping spend predictable. ## Automate complex triage using AI Investigations AI Investigations reasons across system topology, operational context, and incident signals to pinpoint likely root causes and compress MTTR. [Learn more](https://www.paloaltonetworks.com/cortex/xcor/ai-driven-observability?ts=markdown) ## Streamline daily operations with Operator Replace static dashboards with conversational AI. Operator lets teams query telemetry, troubleshoot issues, and execute tasks fast. [Learn more](https://www.paloaltonetworks.com/cortex/xcor/ai-driven-observability?ts=markdown) ## Unify telemetry with Service Views Cortex XCOR normalizes custom business-centric telemetry into core Service Views, giving engineers and AI complete operational context. [Product tour](https://demo.storylane.com/share/bwpbutr0koia) ## Filter telemetry noise using Optimization Engine The Optimization Engine filters low-value logs, metrics, and traces at ingestion, capturing only valuable data to control telemetry spend. [Product tour](https://demo.storylane.com/share/wp3movbtmnec) ## Protect user experience with native SLOs Track real-time error budget burn rates and SLOs directly in telemetry workflows to prevent noisy alerts and page only when targets are at risk. {#key-capabilities} Key Capabilities ## Capabilities Built for DevOps and SRE Teams Cortex XCOR simplifies complex operational workflows, streamlines telemetry collection, and prevents cost overruns. AI Operator ![](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/products/panorama/ico-streamlined-management-automation.svg) ### AI Operator Tune alerts, query data, build dashboards, and more --- all using natural language. The AI Operator is embedded throughout Cortex XCOR. Auto Service Discovery \& Views ![Auto Service Discovery \& Views](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/security-posture-assessment/Icon_library_Dashboard.svg) ### Auto Service Discovery \& Views Cortex XCOR automatically discovers APIs, dependencies, and microservices. Curated views seamlessly map custom telemetry alongside RED metrics. Real-User Monitoring (RUM) \& Synthetics ![Real-User Monitoring (RUM) \& Synthetics](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/resources/ebooks/prisma-browser-branding/web-browsing.svg) ### Real-User Monitoring (RUM) \& Synthetics Capture user sessions to monitor web vitals. Unify frontend events with distributed traces to pinpoint bottlenecks across browser, network, or app. Differential Diagnosis (DDx) ![Differential Diagnosis (DDx)]() ### Differential Diagnosis (DDx) Compare degraded telemetry against healthy baselines across metrics and traces to surface exact state changes and isolate root causes. Native Service Level Objectives (SLOs) ![Native Service Level Objectives (SLOs)](https://www.paloaltonetworks.com/content/dam/pan/en_US/icons/svgs/Icon_library_Management%20at%20scale.svg) ### Native Service Level Objectives (SLOs) Build, track, and maintain SLOs automatically. Cortex XCOR calculates error budget burn rates in real time, alerting only when reliability is at risk. Telemetry Optimization Engine ![Telemetry Optimization Engine]() ### Telemetry Optimization Engine Filter out unused and low value of telemetry before storage. Manage ingestion across logs, traces, and metrics with custom rules and unified budgets. ![A 3X Leader in Observability thumbnail](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/cortex/xcor/cortex_gartner_mq_observability_2_250x250.jpg) ANALYST RECOGNITION ### A 3X Leader in Observability 2026 Gartner^®^ Magic Quadrant^™^ for Observability Platforms [Download the report](https://www.paloaltonetworks.com/cortex/xcor/gartner-mq-observability?ts=markdown) {#benefits} Benefits ## Strategic Value for DevOps and SRE Teams Accelerate incident resolution, slash telemetry overhead, and maintain system reliability without vendor lock-in. Compress MTTR and Reduce Downtime ![Compress MTTR and Reduce Downtime](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/application-observability/Icon_library_Reduce-time.svg) ### Compress MTTR and Reduce Downtime AI Investigations correlate signals automatically to isolate root causes in minutes, not hours. Control Ingestion and Storage Costs ![Control Ingestion and Storage Costs](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/application-observability/Icon_library_Cost-saving.svg) ### Control Ingestion and Storage Costs Optimize telemetry data based on value delivered to keep spend in check and predictable. Eliminate Tool Silos and Reduce Alert Fatigue ![Eliminate Tool Silos and Reduce Alert Fatigue](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/application-observability/Icon_library_Open-APIs.svg) ### Eliminate Tool Silos and Reduce Alert Fatigue Unify telemetry on one platform and use SLOs to alert only when error budgets are threatened. Future-Proof Stack with Open Standards ![Future-Proof Stack with Open Standards](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/application-observability/Icon_library_Badge-2.svg) ### Future-Proof Stack with Open Standards Ingest OpenTelemetry natively to ensure vendor-neutral flexibility as your operations scale. {#FAQs} ## Frequently Asked Questions How does Operator help streamline daily operations? Operator is an embedded AI operational engine that replaces static dashboards with conversational operational assistance. It interprets natural language requests and directs specialized agents to execute operational tasks and complex troubleshooting workflows, lowering operational toil for SRE and IT teams. How does AI Investigations automate root cause analysis during incidents? When an alert triggers, Investigations launches automatically and reasons over XCOR's Operational Fabric---combining system topology, custom and standard telemetry, and operational knowledge---to deliver evidence-based root cause analysis to compress MTTR. How does XCOR collect data from my applications? We offer an easy-to-deploy Cortex XCOR XDOT Collector built entirely on OpenTelemetry standards, while fully supporting the standard upstream OTel collector. What application languages and frameworks can we monitor? Because Cortex XCOR is fully compatible with OpenTelemetry, it natively supports all major programming languages and frameworks---including Java, Go, Python, Node.js, .NET, and Rust. It automatically auto-discovers dependencies, APIs, and microservice connections out of the box. close ## Cortex XCOR in Action See how Cortex XCOR optimizes observability at enterprise scale. Cut data noise and slash incident resolution times without slowing your engineers down. 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