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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) [Reliability \& Scalability](#page-top) open [Reliability \& Scalability](#page-top) [Challenges](#challenges) [Solutions](#solutions) [Benefits](#benefits) [FAQs](#faqs) [Request demo](#request-demo-modal) # Realize Speed and Reliability at Scale Cortex XCOR supports massive workloads without performance loss or noisy neighbor risks, delivering \>99.99% uptime and millisecond query latency. * [Request demo](#request-demo-modal) {#challenges} Challenges ## Hyperscale Data Surges Overwhelm Legacy Observability Tools Open-source stacks struggle to handle surges, leaving teams flying blind. Legacy SaaS tools create "noisy neighbor" problems. Flying Blind During Critical Outages ![](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/reliability-and-scalabilty/icon-invisibility.svg) ### Flying Blind During Critical Outages Incidents can trigger sudden telemetry surges. Standard open source setups fail under this load, crashing the ingestion layer, leaving teams blind. Noisy Neighbors in Multi-Tenant SaaS ![](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/reliability-and-scalabilty/icon-multi-tenant-datacenter.svg) ### Noisy Neighbors in Multi-Tenant SaaS Multi-tenant SaaS platforms share infrastructure. Data spikes from hyperscale users saturate shared resources, creating bottlenecks or downtime. Linear Cost Scaling and Backend Failures ![](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/reliability-and-scalabilty/icon-benchmark-performance.svg) ### Linear Cost Scaling and Backend Failures Open source tools fail under massive data footprints. Scaling these tools manually drives up infrastructure costs and overhead. {#solutions} Solutions ## Enterprise-Grade, Single-Tenant Architecture for Hyperscale Cortex^®^ XCOR™ delivers unmatched stability and scale, with a data store purpose-built for hyperscale workloads and over 99.99% availability. ## Proven Hyperscale Database Pedigree Built by the engineers who created M3DB, Cortex XCOR sustains 3 billion data points per second (DDPS) while delivering millisecond query latency. [![Proven Hyperscale Database Pedigree](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/reliability-and-scalabilty/proven-hyperscale-database.jpg)](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/reliability-and-scalabilty/proven-hyperscale-database.jpg?ts=markdown) [![Complete Single-Tenant Isolation](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/reliability-and-scalabilty/complete-single-tenant-isolation.jpg)](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/reliability-and-scalabilty/complete-single-tenant-isolation.jpg?ts=markdown) ## Complete Single-Tenant Isolation Cortex XCOR utilizes single-tenant architecture, eliminating the noisy neighbor problem. Dashboards and queries remain snappy during peak traffic. ## Industry-Leading Historical Uptime Built to withstand data surges, Cortex XCOR backs availability with a contractually committed 99.9% uptime SLA and \>99.99% historical reliability. [![Industry-Leading Historical Uptime](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/reliability-and-scalabilty/industry-leading-historical-uptime.jpg)](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/reliability-and-scalabilty/industry-leading-historical-uptime.jpg?ts=markdown) ![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 ## Realize Uptime and Platform Predictability A single-tenant architecture backed by a 99.9% uptime SLA keeps mission-critical dashboards lightning-fast and insulated from telemetry spikes. Unparalleled Platform Uptime ![Unparalleled Platform Uptime](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/reliability-and-scalabilty/icon-complete-visibility.svg) ### Unparalleled Platform Uptime Absorb telemetry spikes without platform failures. Maintain complete visibility during incidents. Highly Responsive, Even at Scale ![Highly Responsive, Even at Scale](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/log-management/icon-2.svg) ### Highly Responsive, Even at Scale Isolate data storage and query pipelines. Dashboard responsiveness is unimpacted by data surges. Scale Sustainably Beyond Open Source ![Scale Sustainably Beyond Open Source](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/xcor/reliability-and-scalabilty/icon-massive-data-capacity.svg) ### Scale Sustainably Beyond Open Source Gain a platform built to support over 3 billion DDPS and maintain millisecond query speed. {#faqs} ## Frequently Asked Questions How does single-tenancy solve the noisy neighbor problem found in commercial SaaS? Commercial SaaS platforms route customers through shared infrastructure. Hyperscale telemetry surges can exhaust shared resources, causing delays or downtime. Cortex XCOR solves this by deploying an isolated single-tenant architecture for each customer, keeping dashboards fast and unimpacted by spikes. What real-world production workloads is the XCOR core architecture validated to handle? Born from observability systems at Uber, the core proprietary backend is validated to sustain workloads that emit over 3 billion data points per second (DDPS). Even at this scale, the platform maintains millisecond query latency to ensure rapid troubleshooting. How does XCOR protect engineering teams from flying blind during a severe live incident? Standard open-source observability platforms can fail during incidents because telemetry surges overwhelm ingestion layers, leaving companies blind. Cortex XCOR is engineered to ingest massive data surges without performance loss, backing our platform with a contractually committed 99.9% uptime SLA. Is Cortex XCOR just a managed version of open-source M3DB? No. While our co-founders created open-source M3DB at Uber, the platform does not run on open-source software. Cortex XCOR transitioned its backend from M3DB to a proprietary data store engineered for enterprise scale, delivering enhanced query performance open-source tools cannot match. 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. First Name Last Name Business Email Company Job LevelSelect a job level Job Function/Focus AreaSelect a job function Phone CountryCountry StateState ProvinceProvince Zip Code Department Not You? 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