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* Products  
  Products  
  AI Security  
  [![](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/prisma-AIRS-logo-nav.svg)](https://www.paloaltonetworks.com/ai-security/prisma-airs?ts=markdown)  
  [AI Security 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  
    [![](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 Network](https://www.paloaltonetworks.com/network-security/next-generation-firewall?ts=markdown)
  * [Hardware Firewalls](https://www.paloaltonetworks.com/network-security/hardware-firewall-innovations?ts=markdown)
  * [Software Firewalls](https://www.paloaltonetworks.com/network-security/software-firewalls?ts=markdown)
  * [Strata Cloud Manager](https://www.paloaltonetworks.com/network-security/strata-cloud-manager?ts=markdown)
  * [Quantum Safe Security](https://www.paloaltonetworks.com/network-security/quantum-safe-security?ts=markdown)
  * [Next-Gen Trust Security](https://www.paloaltonetworks.com/network-security/next-gen-trust-security?ts=markdown)
  * [OT / Industrial Security](https://www.paloaltonetworks.com/network-security/ot-security-solution?ts=markdown)
  * [Device \& IoT Security](https://www.paloaltonetworks.com/network-security/device-security?ts=markdown)
  * [5G Security](https://www.paloaltonetworks.com/network-security/5g-security?ts=markdown)
  * [Managed Firewalls - Azure](https://www.paloaltonetworks.com/network-security/cloud-ngfw-for-azure?ts=markdown)
  * [Managed Firewalls - AWS](https://www.paloaltonetworks.com/network-security/cloud-ngfw?ts=markdown)  
    [Cloud-Delivered Security Services](https://www.paloaltonetworks.com/network-security/security-subscriptions?ts=markdown)
  * [Advanced Threat Prevention](https://www.paloaltonetworks.com/network-security/advanced-threat-prevention?ts=markdown)
  * [Advanced URL Filtering](https://www.paloaltonetworks.com/network-security/advanced-url-filtering?ts=markdown)
  * [Advanced WildFire](https://www.paloaltonetworks.com/network-security/advanced-wildfire?ts=markdown)
  * [Advanced DNS Security](https://www.paloaltonetworks.com/network-security/advanced-dns-security?ts=markdown)
  * [Advanced IP Defense](https://www.paloaltonetworks.com/network-security/advanced-ip-defense?ts=markdown)  
    SASE  
    [![](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/prisma-sase-logo-nav.svg)](https://www.paloaltonetworks.com/sase?ts=markdown)  
    [Secure Access (SASE)](https://www.paloaltonetworks.com/sase?ts=markdown)
  * [Prisma Access (ZTNA)](https://www.paloaltonetworks.com/sase/access?ts=markdown)
  * [SD-WAN](https://www.paloaltonetworks.com/sase/sd-wan?ts=markdown)
  * [Prisma Browser](https://www.paloaltonetworks.com/sase/prisma-browser?ts=markdown)
  * [SaaS Security](https://www.paloaltonetworks.com/sase/saas-security?ts=markdown)
  * [Enterprise DLP](https://www.paloaltonetworks.com/sase/enterprise-data-loss-prevention?ts=markdown)  
    Security Operations  
    [![](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/cortex-logo-nav.svg)](https://www.paloaltonetworks.com/cortex?ts=markdown)  
    [Security Operations](https://www.paloaltonetworks.com/cortex?ts=markdown)
  * [AI-Driven SOC](https://www.paloaltonetworks.com/cortex/cortex-xsiam?ts=markdown)
  * [Extended Detection \& Response](https://www.paloaltonetworks.com/cortex/cortex-xdr?ts=markdown)
  * [Security Orchestration \& Automation](https://www.paloaltonetworks.com/cortex/cortex-xsoar?ts=markdown)
  * [Attack Surface Management](https://www.paloaltonetworks.com/cortex/cortex-xpanse?ts=markdown)
  * [Exposure Management](https://www.paloaltonetworks.com/cortex/exposure-management?ts=markdown)
  * [Email Security](https://www.paloaltonetworks.com/cortex/advanced-email-security?ts=markdown)
  * [Threat Intelligence Management](https://www.paloaltonetworks.com/cortex/threat-intel-management?ts=markdown)
  * [Agentic-first Automation](https://www.paloaltonetworks.com/cortex/agentix?ts=markdown)
  * [Identity Threat Detection and Response](https://www.paloaltonetworks.com/cortex/itdr?ts=markdown)  
    [Endpoint Security](https://www.paloaltonetworks.com/cortex/endpoint-protection?ts=markdown)
  * [Endpoint Protection](https://www.paloaltonetworks.com/cortex/endpoint-protection?ts=markdown)
  * [Agentic Endpoint 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  
    [![](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^  
    [![](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  
    [![](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)  
    [See All Products](https://www.paloaltonetworks.com/products/products-a-z?ts=markdown)
  * [![Overview icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/logo-default-orange.svg) Overview](#products-panel-0)
  * [![AI Security icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/icon-prisma-blue.svg) AI Security](#products-panel-1)
  * [![Network Security icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/icon-strata.svg) Network Security](#products-panel-2)
  * [![SASE icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/icon-prisma-blue.svg) SASE](#products-panel-3)
  * [![Security Operations icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/icon-cortex.svg) Security Operations](#products-panel-4)
  * [![Cloud Security icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/icon-cortex.svg) Cloud Security](#products-panel-5)
  * [Observability ^NEW^](#products-panel-6)
  * [![Identity Security icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/icon-idira.svg) Identity Security](#products-panel-7)
  
  [See All Products](https://www.paloaltonetworks.com/products/products-a-z?ts=markdown)  
  [![AI Security icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/prisma-AIRS-logo-nav.svg)  
  AI Security
  Discover, assess and protect AI apps, agents and employee use of GenAI tools](https://www.paloaltonetworks.com/ai-security/prisma-airs?ts=markdown)  
  [![Network Security icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/strata-logo-nav.svg)  
  Network Security
  AI-powered NetSec with next-gen firewalls, inline defense and unified management](https://www.paloaltonetworks.com/network-security?ts=markdown)  
  [![Security Operations icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/cortex-logo-nav.svg)  
  Security Operations
  Stop cyberattackers with the industry's premier platform for autonomous security operations](https://www.paloaltonetworks.com/cortex?ts=markdown)  
  [![Observability \& Remediation <sup class="branded-text">NEW</span> icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/cortex/xcor/cortex-xcor-logo-nav-2.svg)  
  Observability \& Remediation ^NEW^
  Prevent downtime with the AI-driven platform that delivers autonomous remediation](https://www.paloaltonetworks.com/cortex/xcor?ts=markdown)  
  [![SASE icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/prisma-sase-logo-nav.svg)  
  SASE
  Protect with AI, secure AI use and operate with AI using agentic Prisma SASE](https://www.paloaltonetworks.com/sase?ts=markdown)  
  [![Identity Security icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/idira-logo-nav.svg)  
  Identity Security
  Identity security platform to secure every identity: human, machine and agentic](https://www.paloaltonetworks.com/idira?ts=markdown)  
  [![Cloud Security icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/cortex-cloud-logo-nav.svg)  
  Cloud Security
  Prevent risks from code to cloud with the leading agentic cloud security platform](https://www.paloaltonetworks.com/cortex/cloud?ts=markdown)  
  [![AI Security logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/prisma-AIRS-logo-nav.svg)](https://www.paloaltonetworks.com/ai-security/prisma-airs?ts=markdown)  
  [AI Security 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 Network](https://www.paloaltonetworks.com/network-security/next-generation-firewall?ts=markdown)
  * [Hardware Firewalls](https://www.paloaltonetworks.com/network-security/hardware-firewall-innovations?ts=markdown)
  * [Software Firewalls](https://www.paloaltonetworks.com/network-security/software-firewalls?ts=markdown)
  * [Strata Cloud Manager](https://www.paloaltonetworks.com/network-security/strata-cloud-manager?ts=markdown)
  * [Quantum Safe Security](https://www.paloaltonetworks.com/network-security/quantum-safe-security?ts=markdown)
  * [Next-Gen Trust Security](https://www.paloaltonetworks.com/network-security/next-gen-trust-security?ts=markdown)
  * [OT / Industrial Security](https://www.paloaltonetworks.com/network-security/ot-security-solution?ts=markdown)
  * [Device \& IoT Security](https://www.paloaltonetworks.com/network-security/device-security?ts=markdown)
  * [5G Security](https://www.paloaltonetworks.com/network-security/5g-security?ts=markdown)
  * [Managed Firewalls - Azure](https://www.paloaltonetworks.com/network-security/cloud-ngfw-for-azure?ts=markdown)
  * [Managed Firewalls - AWS](https://www.paloaltonetworks.com/network-security/cloud-ngfw?ts=markdown)  
    [Cloud-Delivered Security Services](https://www.paloaltonetworks.com/network-security/security-subscriptions?ts=markdown)
  * [Advanced Threat Prevention](https://www.paloaltonetworks.com/network-security/advanced-threat-prevention?ts=markdown)
  * [Advanced URL Filtering](https://www.paloaltonetworks.com/network-security/advanced-url-filtering?ts=markdown)
  * [Advanced WildFire](https://www.paloaltonetworks.com/network-security/advanced-wildfire?ts=markdown)
  * [Advanced DNS Security](https://www.paloaltonetworks.com/network-security/advanced-dns-security?ts=markdown)
  * [Advanced IP Defense](https://www.paloaltonetworks.com/network-security/advanced-ip-defense?ts=markdown)  
    [![SASE logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/prisma-sase-logo-nav.svg)](https://www.paloaltonetworks.com/sase?ts=markdown)  
    [Secure Access (SASE)](https://www.paloaltonetworks.com/sase?ts=markdown)
  * [Prisma Access (ZTNA)](https://www.paloaltonetworks.com/sase/access?ts=markdown)
  * [SD-WAN](https://www.paloaltonetworks.com/sase/sd-wan?ts=markdown)
  * [Prisma Browser](https://www.paloaltonetworks.com/sase/prisma-browser?ts=markdown)
  * [SaaS Security](https://www.paloaltonetworks.com/sase/saas-security?ts=markdown)
  * [Enterprise DLP](https://www.paloaltonetworks.com/sase/enterprise-data-loss-prevention?ts=markdown)  
    [![Security Operations logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/cortex-logo-nav.svg)](https://www.paloaltonetworks.com/cortex?ts=markdown)  
    [Security Operations](https://www.paloaltonetworks.com/cortex?ts=markdown)
  * [AI-Driven SOC](https://www.paloaltonetworks.com/cortex/cortex-xsiam?ts=markdown)
  * [Extended Detection \& Response](https://www.paloaltonetworks.com/cortex/cortex-xdr?ts=markdown)
  * [Security Orchestration \& Automation](https://www.paloaltonetworks.com/cortex/cortex-xsoar?ts=markdown)
  * [Attack Surface Management](https://www.paloaltonetworks.com/cortex/cortex-xpanse?ts=markdown)
  * [Exposure Management](https://www.paloaltonetworks.com/cortex/exposure-management?ts=markdown)
  * [Email Security](https://www.paloaltonetworks.com/cortex/advanced-email-security?ts=markdown)
  * [Threat Intelligence Management](https://www.paloaltonetworks.com/cortex/threat-intel-management?ts=markdown)
  * [Agentic-first Automation](https://www.paloaltonetworks.com/cortex/agentix?ts=markdown)
  * [Identity Threat Detection and Response](https://www.paloaltonetworks.com/cortex/itdr?ts=markdown)  
    [Endpoint Security](https://www.paloaltonetworks.com/cortex/endpoint-protection?ts=markdown)
  * [Endpoint Protection](https://www.paloaltonetworks.com/cortex/endpoint-protection?ts=markdown)
  * [Agentic Endpoint 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 <sup class="branded-text">NEW</sup> 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. Protect data, govern agents and control AI costs](https://www.paloaltonetworks.com/secure-ai-coding?ts=markdown)  
  [![Secure Every Identity icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/icon-idira.svg)  
  Secure Every Identity
  Stop identity-led breaches: Secure human, machine, and agentic identities with zero trust](https://www.paloaltonetworks.com/idira?ts=markdown) [![Enable Autonomous SOC icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/icon-cortex.svg)
  Enable Autonomous SOC
  Fight AI with AI to stop threats at machine speed with the power of analytics and automation](https://www.paloaltonetworks.com/cortex/fight-ai-with-ai?ts=markdown) [![Secure Critical Infrastructure icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/logo-default-orange.svg)
  Secure Critical Infrastructure
  Stop machine-speed threats across OT, 5G and IoT with AI-driven cyber defense](https://www.paloaltonetworks.com/securing-critical-infrastructure?ts=markdown)  
  [![Secure the Hybrid Network icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/icon-strata.svg)  
  Secure the Hybrid Network
  Stay ahead of AI-driven attacks with unified network security across hybrid environments](https://www.paloaltonetworks.com/network-security?ts=markdown) [![Automate Root-Cause Analysis icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/icon-cortex.svg)
  Automate Root-Cause Analysis
  Respond autonomously to incidents and accelerate remediation with agentic AI](https://www.paloaltonetworks.com/cortex/xcor?ts=markdown) [![Achieve Cyber Resilience icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/icon-Unit42.svg)
  Achieve Cyber Resilience
  Partner with world-class experts to proactively reduce risk, recover rapidly, and outsmart emerging threats](https://www.paloaltonetworks.com/unit42/ai-advantage?ts=markdown)

* Services  
  Services  
  Security Services  
  [![](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/unit-logo-dark.svg)](https://www.paloaltonetworks.com/unit42?ts=markdown)  
  Prepare for Emerging Risks
  
  * [AI Security](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/ai-security-assessment?ts=markdown)
  * [Frontier AI](https://www.paloaltonetworks.com/unit42/prepare-for-emerging-risks/continuous-frontier-ai-defense?ts=markdown)
  * [Respond to Cyber Attacks](https://www.paloaltonetworks.com/unit42/respond?ts=markdown)
  * [Incident Response](https://www.paloaltonetworks.com/unit42/respond/incident-response?ts=markdown)
  * [Digital Forensics](https://www.paloaltonetworks.com/unit42/respond/digital-forensics?ts=markdown)
  * [Managed Detection \& Response](https://www.paloaltonetworks.com/unit42/respond/managed-detection-response?ts=markdown)
  * [Managed Threat Hunting](https://www.paloaltonetworks.com/cortex/managed-threat-hunting?ts=markdown)
  * [Managed XSIAM](https://www.paloaltonetworks.com/cortex/managed-xsiam?ts=markdown)  
    [Strengthen Your Defenses](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses?ts=markdown)
  * [Attack Surface Assessment](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/attack-surface-assessment?ts=markdown)
  * [Breach Readiness](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/breach-readiness-review?ts=markdown)
  * [Cloud Security](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/cloud-security-assessment?ts=markdown)
  * [Compromise Assessment](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/compromise-assessment?ts=markdown)
  * [Ransomware Readiness](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/ransomware-readiness-assessment?ts=markdown)
  * [Supply Chain](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/supply-chain-risk-assessment?ts=markdown)
  * [Tabletop Exercises](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/tabletop-exercises?ts=markdown)
  * [Unit 42 Retainer](https://www.paloaltonetworks.com/unit42/retainer?ts=markdown)  
    [Build Your Security Strategy](https://www.paloaltonetworks.com/unit42/build-your-security-strategy?ts=markdown)
  * [Cyber Risk](https://www.paloaltonetworks.com/unit42/build-your-security-strategy/cyber-risk-assessment?ts=markdown)
  * [IR Plan Development](https://www.paloaltonetworks.com/unit42/build-your-security-strategy/IR-plan-and-development-review?ts=markdown)
  * [Security Program Design](https://www.paloaltonetworks.com/unit42/build-your-security-strategy/security-program-design?ts=markdown)
  * [SOC Assessment](https://www.paloaltonetworks.com/unit42/build-your-security-strategy/soc-assessment?ts=markdown)
  * [Virtual CISO](https://www.paloaltonetworks.com/unit42/build-your-security-strategy/virtual-ciso?ts=markdown)
  * [Zero Trust](https://www.paloaltonetworks.com/unit42/build-your-security-strategy/zero-trust-advisory?ts=markdown)  
    Understand the Adversary
  * [Threat Intelligence](https://www.paloaltonetworks.com/unit42/threat-intelligence?ts=markdown)
  * [Offensive Security](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/offensive-security-services?ts=markdown)  
    Managed Firewalls  
    Managed Firewalls
  * [Managed Firewalls - AWS](https://www.paloaltonetworks.com/network-security/cloud-ngfw?ts=markdown)
  * [Managed Firewalls - Azure](https://www.paloaltonetworks.com/network-security/cloud-ngfw-for-azure?ts=markdown)  
    Customer Services  
    [Global Customer Services](https://www.paloaltonetworks.com/services?ts=markdown)
  * [Education \& Training](https://www.paloaltonetworks.com/services/education?ts=markdown)
  * [Professional Services](https://www.paloaltonetworks.com/services/consulting?ts=markdown)
  * [Success Tools](https://www.paloaltonetworks.com/services/customer-success-tools?ts=markdown)
  * [Support Services](https://www.paloaltonetworks.com/services/solution-assurance?ts=markdown)
  * [Customer Success](https://www.paloaltonetworks.com/services/customer-success?ts=markdown)  
    [Under Attack?](https://www.paloaltonetworks.com/unit42/contact-unit42?ts=markdown)
  * [Services Overview](#services-panel-0)
  * [Security Services](#services-panel-1)
  * [Managed Firewalls](#services-panel-2)
  * [Customer Services](#services-panel-3)
  
  [Under Attack?](https://www.paloaltonetworks.com/unit42/contact-unit42?ts=markdown)  
  [![Security Services logo](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/unit-logo-dark.svg)](https://www.paloaltonetworks.com/unit42?ts=markdown)  
  Prepare for Emerging Risks
  
  * [AI Security](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/ai-security-assessment?ts=markdown)
  * [Frontier AI](https://www.paloaltonetworks.com/unit42/prepare-for-emerging-risks/continuous-frontier-ai-defense?ts=markdown)
  * [Respond to Cyber Attacks](https://www.paloaltonetworks.com/unit42/respond?ts=markdown)
  * [Incident Response](https://www.paloaltonetworks.com/unit42/respond/incident-response?ts=markdown)
  * [Digital Forensics](https://www.paloaltonetworks.com/unit42/respond/digital-forensics?ts=markdown)
  * [Managed Detection \& Response](https://www.paloaltonetworks.com/unit42/respond/managed-detection-response?ts=markdown)
  * [Managed Threat Hunting](https://www.paloaltonetworks.com/cortex/managed-threat-hunting?ts=markdown)
  * [Managed XSIAM](https://www.paloaltonetworks.com/cortex/managed-xsiam?ts=markdown)  
    [Strengthen Your Defenses](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses?ts=markdown)
  * [Attack Surface Assessment](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/attack-surface-assessment?ts=markdown)
  * [Breach Readiness](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/breach-readiness-review?ts=markdown)
  * [Cloud Security](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/cloud-security-assessment?ts=markdown)
  * [Compromise Assessment](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/compromise-assessment?ts=markdown)
  * [Ransomware Readiness](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/ransomware-readiness-assessment?ts=markdown)
  * [Supply Chain](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/supply-chain-risk-assessment?ts=markdown)
  * [Tabletop Exercises](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/tabletop-exercises?ts=markdown)
  * [Unit 42 Retainer](https://www.paloaltonetworks.com/unit42/retainer?ts=markdown)  
    [Build Your Security Strategy](https://www.paloaltonetworks.com/unit42/build-your-security-strategy?ts=markdown)
  * [Cyber Risk](https://www.paloaltonetworks.com/unit42/build-your-security-strategy/cyber-risk-assessment?ts=markdown)
  * [IR Plan Development](https://www.paloaltonetworks.com/unit42/build-your-security-strategy/IR-plan-and-development-review?ts=markdown)
  * [Security Program Design](https://www.paloaltonetworks.com/unit42/build-your-security-strategy/security-program-design?ts=markdown)
  * [SOC Assessment](https://www.paloaltonetworks.com/unit42/build-your-security-strategy/soc-assessment?ts=markdown)
  * [Virtual CISO](https://www.paloaltonetworks.com/unit42/build-your-security-strategy/virtual-ciso?ts=markdown)
  * [Zero Trust](https://www.paloaltonetworks.com/unit42/build-your-security-strategy/zero-trust-advisory?ts=markdown)  
    Understand the Adversary
  * [Threat Intelligence](https://www.paloaltonetworks.com/unit42/threat-intelligence?ts=markdown)
  * [Offensive Security](https://www.paloaltonetworks.com/unit42/strengthen-your-defenses/offensive-security-services?ts=markdown)  
    Managed Firewalls
  * [Managed Firewalls - AWS](https://www.paloaltonetworks.com/network-security/cloud-ngfw?ts=markdown)
  * [Managed Firewalls - Azure](https://www.paloaltonetworks.com/network-security/cloud-ngfw-for-azure?ts=markdown)  
    [Global Customer Services](https://www.paloaltonetworks.com/services?ts=markdown)
  * [Education \& Training](https://www.paloaltonetworks.com/services/education?ts=markdown)
  * [Professional Services](https://www.paloaltonetworks.com/services/consulting?ts=markdown)
  * [Success Tools](https://www.paloaltonetworks.com/services/customer-success-tools?ts=markdown)
  * [Support Services](https://www.paloaltonetworks.com/services/solution-assurance?ts=markdown)
  * [Customer Success](https://www.paloaltonetworks.com/services/customer-success?ts=markdown)

* Industries  
  Industries  
  [![Financial Services icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/financial-icon-2.svg)  
  Financial Services
  Secure with AI cybersecurity, fraud and ransomware prevention, compliance, and customer data protection](https://www.paloaltonetworks.com/industry/financial-services?ts=markdown) [![Manufacturing icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/manufacturing-icon-2.svg)
  Manufacturing
  Secure with OT security, ransomware defense, industrial cybersecurity, supply chain resilience, and continuity](https://www.paloaltonetworks.com/industry/manufacturing?ts=markdown) [![Retail and Hospitality icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/retail-icon-2.svg)
  Retail and Hospitality
  Secure with payment security, PCI compliance, ransomware and fraud prevention, and data protection](https://www.paloaltonetworks.com/industry/retail?ts=markdown)  
  [![Healthcare and Life Sciences icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/healthcare-icon-2.svg)  
  Healthcare and Life Sciences
  Secure patient and clinical data, medical device security, ransomware defense, and HIPAA compliance](https://www.paloaltonetworks.com/industry/healthcare?ts=markdown) [![Public Sector icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/public-sector-icon-2.svg)
  Public Sector
  Secure with Zero Trust, cyber defense, compliance, infrastructure protection, and citizen data security](https://www.paloaltonetworks.com/industry/public-sector?ts=markdown) [![Utilities icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/utilities-icon-2.svg)
  Utilities
  Secure with power grid protection, OT network security, ransomware defense, and critical infrastructure security](https://www.paloaltonetworks.com/industry/electric-utilities?ts=markdown)  
  [![Transportation icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/transportation-icon-2.svg)  
  Transportation
  Secure OT and connected infrastructure protection, ransomware defense, supply chain security, compliance](https://www.paloaltonetworks.com/industry/transportation-security?ts=markdown) [![Small and Medium Business icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/smb-icon-2.svg)
  Small and Medium Business
  Secure against cyber threats using AI-powered endpoint, network, browser, cloud, and MDR](https://www.paloaltonetworks.com/industry/small-medium-business-portfolio?ts=markdown)

* Partners  
  Partners  
  NextWave
  
  * [Partner Program](https://www.paloaltonetworks.com/partners/nextwave-partner-portal?ts=markdown)
  * [Become a Partner](https://paloaltonetworks.my.site.com/NextWavePartnerProgram/s/partnerregistration?type=becomepartner)
  * [Request Partner Portal Access](https://paloaltonetworks.my.site.com/NextWavePartnerProgram/s/partnerregistration?type=requestaccess)
  * [Partner Portal Login](https://www.paloaltonetworks.com/partners/nextwave-partner-portal?ts=markdown)
  * [Find a Partner](https://paloaltonetworks.my.site.com/NextWavePartnerProgram/s/partnerlocator)  
    Partner Ecosystem  
    [Explore All Partners
    Find the right partner network tailored to your business needs, cloud environments, and security requirements](https://www.paloaltonetworks.com/partners?ts=markdown) [Cloud Service Partners
    Bring cloud native security and compliance to the entire development lifecycle](https://www.paloaltonetworks.com/partners/nextwave-for-csp?ts=markdown) [Frontier AI Alliance
    Outpace today's cyberattacks through a global ecosystem of leaders orchestrating unified defenses](https://www.paloaltonetworks.com/frontier?ts=markdown) [Global System Integrators
    Speed and secure digital transformation with the industry's best technology, people and intelligence](https://www.paloaltonetworks.com/partners/nextwave-for-gsi?ts=markdown)  
    [Managed Security Service Providers
    Gain valuable resource oversight to help your businesses administer security strategies](https://www.paloaltonetworks.com/partners/managed-security-service-providers?ts=markdown) [Resellers
    Deliver the most comprehensive cybersecurity portfolio while expanding opportunities and profitability](https://www.paloaltonetworks.com/partners/resellers?ts=markdown) [Service Providers
    Protect mobile users, devices and applications with effective, flexible and easy to deploy cybersecurity](https://www.paloaltonetworks.com/partners/service-providers?ts=markdown) [Technology Partners
    Advance security and transformation with innovative technology partner integrations](https://www.paloaltonetworks.com/partners/technology-partners?ts=markdown)

* Resources  
  Resources  
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  Learn
  
  * [Resource Library](https://www.paloaltonetworks.com/resources?ts=markdown)
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  * [Unit 42 Threat Research](https://unit42.paloaltonetworks.com/)
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  [Cost Management \& Optimization](#page-top)  
  open  
  [Cost Management \& Optimization](#page-top)  
  [Challenges](#challenges)  
  [Solutions](#solutions)  
  [Key capabilities](#key-capabilities)  
  [Benefits](#benefits)  
  [FAQs](#FAQs)  
  [Request demo](#request-demo-modal)

# Align Observability Spend with Business Value

Get the most value out of every dollar you spend on observability. Cortex XCOR gives visibility, while optimizing away 89% of noise.

* [Request demo](#request-demo-modal)

* [Download brief](https://www.paloaltonetworks.com/resources/techbriefs/cortex-xcor-optimization-engine?ts=markdown)  
  {#challenges} Challenges

## Observability Costs Outpace Business Value

Modern environments create massive volumes of observability data. Telemetry surges have a direct impact on observability costs.  
AI and Kubernetes Data Growth  
![AI and Kubernetes Data Growth](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/cost-management-and-optimization/icon-5.svg)

### AI and Kubernetes Data Growth

Containerized environments create 10-100x more data than VM-based counterparts. AI-native environments explode logs, metrics, and traces even further.  
Instrumentation Changes Cause Cost Spikes  
![Instrumentation Changes Cause Cost Spikes](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/cost-management-and-optimization/icon-6.svg)

### Instrumentation Changes Cause Cost Spikes

Without central guardrails, a tiny tweak can trigger a data explosion. Admins only find out when a massive invoice arrives.  
Data Removal Disrupts and Creates Blind Spots  
![Data Removal Disrupts and Creates Blind Spots](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/cost-management-and-optimization/icon-3.svg)

### Data Removal Disrupts and Creates Blind Spots

Manual data cleanup steals focus from product roadmap. Without visibility into the value of data, teams risk removing data needed to fix outages.  
{#solutions} Solutions

Preserve the Signal and Remove the Noise from
Metrics, Logs \& Traces
---

Cortex^®^ XCOR™ cuts data volume by 89% while preserving key outage signals. It analyzes usage to recommend precise label and field optimizations.

## Reduce Metric Volume Without Creating Blindspots

Cortex XCOR safely reduces metric volume and cardinality by mapping telemetry to active usage, stripping low-value data and preserving visibility.  
[Product Tour](https://demo.storylane.com/share/v7jhr96o0fmi)

## Granular Log Control Driven by Actual Usage

Reduce log costs while preserving analytical value. Easily drop noise, strip meta fields, and convert raw logs into metrics, and more.  
[Product Tour](https://demo.storylane.com/share/bf0ao0tlfdai)

## Dynamic Trace Sampling: Only What You Need

Stop over-sampling. Cortex XCOR pairs dynamic head and tail sampling to capture errors and incident spikes without paying to store success paths.  
[Product Tour](https://demo.storylane.com/share/atwtt4055vez)  
{#key-capabilities} KEY CAPABILITIES

## Complete Control Over Your Telemetry

Analyze, shape, and govern metrics, logs, and traces with automated optimization tools built for modern cloud-native and AI scale.  
Track actual data utility to strip out waste  
![](https://www.paloaltonetworks.com/content/dam/pan/en_US/icons/svgs/Icon_library_Automate-and-adapt-defenses.svg)

### Track actual data utility to strip out waste

Inspect 100% of your data footprint. See query frequency, dashboard and alert mapping and active users to separate high-value data from unused noise.  
Get automated recommendations to reduce data  
![](<https://www.paloaltonetworks.com/content/dam/pan/en_US/icons/svgs/Icon_library_Advanced-Filtering%20(services).svg>)

### Get automated recommendations to reduce data

Scan for inactive metrics and labels. Preview exact capacity savings. Generate single-click Optimization Rules to permanently remove data waste.  
Enforce team budgets and data accountability  
![](https://www.paloaltonetworks.com/content/dam/pan/en_US/icons/svgs/Icon_library_Sales-Kits.svg)

### Enforce team budgets and data accountability

Set data thresholds by team or service. Automatically drop low-priority data at capacity. Match telemetry spend with teams generating data noise.  
Stop cardinality spikes as they occur  
![](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/cortex/icon-behavioral-analytics.svg)

### Stop cardinality spikes as they occur

See what data enters the system in real time. Intercept and stop unexpected label spikes and high-cardinality explosions before they drive up costs.  
Dynamically adjust head-based trace sampling  
![](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/secure-your-enterprise/Icon_library_Growth.svg)

### Dynamically adjust head-based trace sampling

Apply head sampling at trace inception to throttle massive raw volumes. Dynamically adjust ingestion rates without code redeployments.  
Keep only error traces with tail-based sampling  
![](https://www.paloaltonetworks.com/content/dam/pan/en_US/icons/svgs/Icon_library_Alert-triage.svg)

### Keep only error traces with tail-based sampling

Enforce rules to retain high-value data while downsampling repetitive success paths to maximize debugging fidelity with a minimal storage footprint.  
![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

## Align Telemetry Costs Directly to Operational Value

Maximize the value per dollar spent across logs, metrics, and traces. Cortex XCOR couples utility analysis with advanced budgeting.  
Understand the Value of Data at a Granular Level  
![Understand the Value of Data at a Granular Level](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/cost-management-and-optimization/icon-1.svg)

### Understand the Value of Data at a Granular Level

Understand telemetry ROI with deep visibility into data value based on real-world usage.  
Easily Remove the Data Your Team Doesn't Need  
![Easily Remove the Data Your Team Doesn’t Need](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/cost-management-and-optimization/icon-2.svg)

### Easily Remove the Data Your Team Doesn't Need

Apply Optimization Rules to remove high-volume noise without forcing developers to redeploy code.  
Enforce Team Budgets to Stop Overage Fees  
![Enforce Team Budgets to Stop Overage Fees](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/cost-management-and-optimization/icon-4.svg)

### Enforce Team Budgets to Stop Overage Fees

Set precise telemetry limits across teams, services, or any organizational structure.  
{#FAQs}

## Frequently Asked Questions

How does XCOR reduce metric volume and cardinality without creating visibility blind spots?  
Cortex XCOR analyzes data utility by tracking query frequency and user attribution across the system. The Optimization Engine maps incoming telemetry to active dashboards and alerting paths. It identifies unused data and high-cardinality labels, stripping out waste while preserving high-signal data.  
What options does XCOR provide to manage explosive log costs?

* **Sample**: Keep 1 of every N log entry.
* **Drop Logs**: Remove log data Utility Analysis confirms.
* **Drop Fields/Values**: Remove fields or values that inflate volume.
* **Convert to Metrics**: Extract metrics to power dashboards.
* **Find and Replace**: Remove noise and ensure consistency.  
  How do head-based and tail-based sampling work together to balance trace fidelity and cost?  
  Deploy dynamic head sampling at the root span to throttle raw volumes without code redeployments. Context-aware tail sampling evaluates 100% of completed traces to guarantee errors, late-arriving dependencies and performance regressions are retained.  
  How do automated Consumption Budgets protect our environment from surprise overage fees?  
  Set precise budgets across teams, services. If a spike threatens capacity, Cortex XCOR enforces predefined guardrails to drop low-priority data at the ingestion layer, protecting your budget while preserving critical production visibility.  
  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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