# Best Extended Detection and Response (XDR) Platforms - Page 6

## How Many Extended Detection and Response (XDR) Platforms Products Does G2 Track?

**Total Products under this Category:** 87

### Category Stats (Aug 2026)

- **Average Rating:** 4.55/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Singularity AI SIEM (+23.8%) - Among all products in this category, Singularity AI SIEM recorded the largest rating increase compared to last month

_Last updated: August 01, 2026_

## How Does G2 Rank Extended Detection and Response (XDR) Platforms Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 6,200+ Authentic Reviews
- 87+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Extended Detection and Response (XDR) Platforms
 ![G2 Grid® for Extended Detection and Response (XDR) Platforms plotting products by satisfaction and market presence](https://www.g2.com/categories/extended-detection-and-response-xdr-platforms/grids.png?focus%5B%5D=818&focus%5B%5D=68606&focus%5B%5D=14972&focus%5B%5D=130021&focus%5B%5D=14988&focus%5B%5D=151443&focus%5B%5D=70840&focus%5B%5D=148789)

Highlighted products: Sophos Endpoint, CrowdStrike Falcon Endpoint Protection Platform, Check Point Endpoint Security, TrendAI Vision One, ESET PROTECT, CrowdStrike Falcon Cloud Security, Cynet, and Sophos Central.

Underlying data: [Grid® JSON](https://www.g2.com/categories/extended-detection-and-response-xdr-platforms/grids.json?focus%5B%5D=sophos-endpoint&focus%5B%5D=crowdstrike-falcon-endpoint-protection-platform&focus%5B%5D=check-point-endpoint-security&focus%5B%5D=trendai-vision-one&focus%5B%5D=eset-protect&focus%5B%5D=crowdstrike-falcon-cloud-security&focus%5B%5D=cynet&focus%5B%5D=sophos-central-2022-06-17&segment=all)

**Sponsored**

### Barracuda Managed XDR

Barracuda Managed XDR is the comprehensive next-generation cybersecurity solution that protects organizations of all sizes against today’s ever-evolving threat landscape. Barracuda Managed XDR is a fully managed service instantly augmenting an organization’s IT staff, identifying signals amidst noise, and reducing TTR from days to seconds. The solution features advanced AI-driven threat protection, SIEM, SOAR, and enterprise-grade threat intelligence from 11+ billion IOCs and hundreds of ML-enriched detection rules aligned to the MITRE ATT&CK framework. Ingesting trillions of events across endpoints, servers, identity, cloud, email, and firewalls, the cloud-native solution detects, responds to, and eliminates cyberthreats in real time across the attack lifecycle. An ‘open’ XDR solution, Barracuda Managed XDR integrates with an organization’s existing technology, ensuring a smooth deployment while enhancing security resilience and operational efficiency. Barracuda Managed XDR is powered by Barracuda’s 24/7/365 global SOC, featuring five specialized expert-level teams delivering best-in-class SLAs and proactive real-time threat detection and response.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=2448&secure%5Bchosen_at%5D=2026-08-02T15%3A58%3A25Z&secure%5Bdisplayable_resource_id%5D=2448&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=2448&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1327205&secure%5Bresource_id%5D=2448&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fextended-detection-and-response-xdr-platforms%3Fpage%3D6%26segment%3Dall%26selected_view%3Dgrid&secure%5Btoken%5D=d8b1deceee867f1945278eb9382944b88e02d4d1ae5e5b40653a89e32791fe0f&secure%5Burl%5D=https%3A%2F%2Fwww.barracuda.com%2Fproducts%2Fmanaged-xdr%3Futm_source%3Dg2%26utm_medium%3Dcpc%26utm_campaign%3DB%3ADG%7CTH%3A%7CR%3A%7CPS%3AXDR%7CP%3A%7CPL%3AG2%7CC%3ASP%7CTY%3AP%7CICP%3A%7CL%3AEN%7CA%3A%7CN%3A%7C%26utm_adgroup%3DB%3ADG%7CTH%3A%7CR%3A%7CPS%3AXDR%7CP%3A%7CPL%3AG2%7CC%3ASP%7CTY%3AP%7CICP%3A%7CL%3AEN%7CA%3A%7CN%3A%7CT%3A%7C&secure%5Burl_type%5D=custom_url)

### [nPro AI](https://www.g2.com/products/npro-ai/reviews)

Npro AI is a converged security platform that unifies Extended Detection and Response (XDR) with Security Information and Event Management (SIEM). It provides a single point of truth for threat detection, incident response, and regulatory compliance across on-premises, cloud, and containerized environments. By combining Log Data Analysis with File Integrity Monitoring (FIM) and Vulnerability Detection, Npro AI offers deep visibility into system changes and security posture. The platform is designed for active defense, utilizing an Active Response engine to automatically block malicious connections or terminate processes in real-time.

#### Who Is the Company Behind nPro AI?

- **Seller:** [NPRO TECH](https://www.g2.com/sellers/npro-tech)
- **Year Founded:** 2025
- **HQ Location:** Sunnyvale, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b7b7b74ca0b09976736d30a146a0d7e9fec8ac1201a4bb3a23aa1056e7132511&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnpro-ai%2F&secure%5Burl_type%5D=linkedin_company_website)  
4 employees on LinkedIn®

### [OpenText Core MDR (Managed Detection & Response)](https://www.g2.com/products/opentext-core-mdr-managed-detection-response/reviews)

Rapid changes in the cyber threat landscape require organizations to uncover hidden risks and threats before they have an impact on the bottom line, operations and reputation. Organizations can no longer rely on perimeter defenses for network security, especially against pernicious ransomware attacks. In addition, many security teams don't have the resources required to effectively monitor security alerts or detect and respond against advanced threats.

#### Who Is the Company Behind OpenText Core MDR (Managed Detection & Response)?

- **Seller:** [OpenText](https://www.g2.com/sellers/opentext)
- **Year Founded:** 1991
- **HQ Location:** Waterloo, ON
- **Twitter:** @OpenText  
21,565 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6c339a6555764b5ffce77c3df08d6ed9c9b1cb1ee1baeebac8435f0485b7cca5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2709%2F&secure%5Burl_type%5D=linkedin_company_website)  
23,048 employees on LinkedIn®
- **Ownership:** NASDAQ:OTEX

### [OpenText Cybersecurity Aviator](https://www.g2.com/products/opentext-cybersecurity-aviator/reviews)

OpenText™ Cybersecurity Aviator™ is an advanced AI-driven solution designed to revolutionize threat detection and enhance organizational security postures. By leveraging machine learning models that continuously learn and adapt, it enables rapid deployment of new threat detection models within hours, effectively protecting against both known and emerging cyber threats. Key Features and Functionality: - AI-Powered Threat Detection: Utilizes unsupervised machine learning to identify and classify cyber threats by analyzing vast amounts of security events, uncovering hidden behavior-based patterns. - Rapid Deployment: Facilitates the swift implementation of new threat detection models, ensuring organizations can respond to evolving threats promptly. - Continuous Learning: Employs machine learning models that automatically and continuously learn, enhancing the accuracy and effectiveness of threat detection over time. - Scalability and Flexibility: Offers cloud-based efficiency, allowing organizations to scale their security operations seamlessly without significant infrastructure changes. Primary Value and Problem Solved: OpenText Cybersecurity Aviator addresses the critical need for agile and effective threat detection in an era of rapidly evolving cyber threats. Traditional threshold-driven methods often fall short in identifying sophisticated attacks. By integrating AI and machine learning, Cybersecurity Aviator provides organizations with a proactive defense mechanism that adapts to new threats as they emerge, significantly reducing the time to detect and respond to incidents. This not only enhances the overall security posture but also alleviates the burden on security teams, allowing them to focus on strategic initiatives rather than being overwhelmed by false positives and manual threat analysis.

#### Who Is the Company Behind OpenText Cybersecurity Aviator?

- **Seller:** [OpenText](https://www.g2.com/sellers/opentext)
- **Year Founded:** 1991
- **HQ Location:** Waterloo, ON
- **Twitter:** @OpenText  
21,565 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6c339a6555764b5ffce77c3df08d6ed9c9b1cb1ee1baeebac8435f0485b7cca5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2709%2F&secure%5Burl_type%5D=linkedin_company_website)  
23,048 employees on LinkedIn®
- **Ownership:** NASDAQ:OTEX

### [OpenText Secure Cloud​](https://www.g2.com/products/opentext-secure-cloud/reviews)

OpenText Secure Cloud is a comprehensive, cloud-native platform designed to streamline cybersecurity management for Managed Service Providers (MSPs) and Small to Medium-sized Businesses (SMBs). By consolidating account management, license provisioning, security insights, and threat response into a single interface, Secure Cloud simplifies operations, allowing businesses to focus on growth and delivering exceptional services. Key Features and Functionality: - Centralized Management: Manage products, licenses, and billing through a unified platform, enhancing operational efficiency and oversight. - Customizable Bundles: Offer tailored security solutions with flexible, customizable bundles that meet diverse client needs. - API and PSA Integrations: Seamlessly connect with platforms like Kaseya, Autotask, ConnectWise, and HaloPSA to simplify billing and management processes. - Integrated Dashboard: Utilize intuitive tools such as an order history page, customer events calendar, and task alerts to manage tasks, customers, and orders effortlessly. - Customer Relationship Management: Leverage integrated tools like event calendars and renewal alerts to maintain and strengthen client relationships. - Cost Reduction and Margin Enhancement: Automate tasks, unify billing, and implement bundled solutions to deliver greater value to clients while reducing operational costs. Primary Value and Solutions Provided: OpenText Secure Cloud addresses the complexities of cybersecurity management by offering a centralized, user-friendly platform that enhances operational efficiency and scalability. For MSPs, it simplifies service delivery, enabling them to provide comprehensive security solutions with ease. SMBs benefit from robust protection and streamlined operations, allowing them to focus on core business activities without the burden of managing multiple security tools. By integrating various functionalities into a single platform, Secure Cloud reduces overhead, improves service consistency, and supports business growth.

#### Who Is the Company Behind OpenText Secure Cloud​?

- **Seller:** [OpenText](https://www.g2.com/sellers/opentext)
- **Year Founded:** 1991
- **HQ Location:** Waterloo, ON
- **Twitter:** @OpenText  
21,565 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6c339a6555764b5ffce77c3df08d6ed9c9b1cb1ee1baeebac8435f0485b7cca5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2709%2F&secure%5Burl_type%5D=linkedin_company_website)  
23,048 employees on LinkedIn®
- **Ownership:** NASDAQ:OTEX

### [Percept XDR](https://www.g2.com/products/percept-xdr/reviews)

Percept XDR ensures end-to-end security, threat detection and response while allowing enterprises to focus on their core business growth without the fear of compromise. Percept XDR helps to protect against phishing, ransomware, malware, vulnerability exploits, insider threats, web attacks and many more advanced attacks. Percept XDR features SOAR-based automated response in line with the MITRE ATT&CK framework. The reduced number of incidents that require manual intervention allows enterprise IT teams to focus on the core objectives.

#### Who Is the Company Behind Percept XDR?

- **Seller:** [SEQURETEK IT SOLUTIONS PVT. LTD](https://www.g2.com/sellers/sequretek-it-solutions-pvt-ltd-36e9c6dc-f236-43d5-8b4c-6e23743f5e89)
- **Year Founded:** 2013
- **HQ Location:** Woodbridge, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8a680ed80b119a2d55e4cbfc2d6ace7eeb52c06adcdeff7e1fef1e17efcab923&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3769944&secure%5Burl_type%5D=linkedin_company_website)  
391 employees on LinkedIn®

### [Rilevera](https://www.g2.com/products/rilevera/reviews)

Rilevera is an AI Detection Engineer platform built for security teams that need to move beyond static, set-it-and-forget-it detection logic. The platform continuously validates, improves, and operationalizes detection rules across SIEM, EDR, and data platforms, ensuring that the rules security teams rely on are actually working at all times. The core problem Rilevera solves is one that most security organizations quietly struggle with: detection drift. Schema changes, missing logs, platform updates, and silent failures erode detection coverage over time, often without anyone knowing. By the time teams discover a rule has broken, coverage gaps have already existed for weeks or months. Rilevera addresses this through four primary capabilities: Continuous Validation monitors detection logic, telemetry dependencies, and schema integrity across platforms in real time. If a rule breaks or data disappears, the team knows immediately rather than discovering it during an incident. Detection Health and Improvement analyzes performance data, false positive trends, logic overlap, and rule quality to surface recommendations and push validated updates back into execution platforms. Coverage Mapping aligns detections and telemetry to the MITRE ATT&CK framework and known threat actors, identifying blind spots and helping teams prioritize where to build new rules. Structured Engineering Workflows bring discipline to the full detection lifecycle, including design, validation, peer review, and controlled deployment, so detection engineering scales with the team rather than against it. The platform essentially acts as an autonomous layer that connects threat intelligence, red team activity, and detection engineering into a unified control plane, allowing teams to translate detection work into measurable risk reduction they can report to leadership. Rilevera is positioned for enterprise security teams, particularly in high-compliance industries like banking, financial services, and insurance, where detection coverage is a direct line to regulatory and operational risk.

#### Who Is the Company Behind Rilevera?

- **Seller:** [Rilevera](https://www.g2.com/sellers/rilevera)
- **HQ Location:** Short Hills, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=30cb683741db020343710e9c6cff8daedac325d8525a8bf1735ca67491cb8d5d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frilevera-inc%2F&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

### [Samurai XDR](https://www.g2.com/products/samurai-xdr/reviews)

Samurai XDR SaaS, developed by global security leader NTT, has access to one of the largest T1 Internet backbones. This access gives Samurai the unique ability to gather intelligence and then detect and identify threats in real-time before they can cause damage. Samurai XDR plays well with others - not hardware vendor specific. Samurai XDR SaaS integrates with all major IT infrastructure and security products through open APIs and cloud connectors. This allows you to leverage your existing investments while future-proofing your business as new technologies emerge. The moment our AI detects malicious activity, you can call our integrated response into action to neutralize the attack. But Samurai XDR doesn’t stop there. It also helps you proactively hunt for risks and improves the overall security posture of your organization. With Samurai XDR SaaS, you get enterprise-grade security capabilities without the need for on-premises infrastructure – enabling businesses of any size to access capabilities that were previously only available to large enterprises.

#### Who Is the Company Behind Samurai XDR?

- **Seller:** [NTT Security Holdings](https://www.g2.com/sellers/ntt-security-holdings)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Secure](https://www.g2.com/products/secure/reviews)

Secure.com is the world’s first Governed Execution Layer designed for the Agent Era. As enterprises move from AI pilots to production, they face the risk of "Agent Sprawl"—where autonomous agents (like Claude Code or AI-native scanners) take actions without a central control plane. Secure.com solves this by providing a model-agnostic governance system that turns AI intent into Accountable Execution. Unlike traditional security tools that focus on "Output Theater" (generating endless lists of vulnerabilities and alerts), Secure.com provides five specialized AI Teammates: 1. SOC Teammate: Automates Tier 1 triage, investigation, and autonomous incident response. 2. AppSec Teammate: Goes beyond scanning to execute code remediation with human-in-the-loop guardrails. 3. Infrastructure Teammate: Orchestrates cloud security posture and governs agentic access to critical assets. 4. Compliance Teammate: Converts execution data into "Audit-Ready Proof," eliminating the manual "Compliance Tax." 5. Risk & Gov Teammate: Enforces business-impact guardrails, ensuring AI agents operate within defined safety limits.

#### Who Is the Company Behind Secure?

- **Seller:** [Secure.com](https://www.g2.com/sellers/secure-com)
- **HQ Location:** Dubai, AE
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b6de7ab65aa5e151e53fd665df27e6594a7204b28e31d49be4e8df8602f1b5fa&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsecuredotcom%2F&secure%5Burl_type%5D=linkedin_company_website)  
19 employees on LinkedIn®

### [Sekoia](https://www.g2.com/products/sekoia/reviews)

SEKOIA provides Consulting, Expertise and Innovation in cybersecurity to respond to the challenges of a VUCA world.

#### Who Is the Company Behind Sekoia?

- **Seller:** [SEKOIA](https://www.g2.com/sellers/sekoia)
- **HQ Location:** Paris, France
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
37 employees on LinkedIn®

### [Spectrum AI-Powered Detection Platform](https://www.g2.com/products/spectrum-ai-powered-detection-platform/reviews)

Detection can’t keep pace with rapidly emerging threats and changing enterprise environments. Spectrum is building the system that finally can.

#### Who Is the Company Behind Spectrum AI-Powered Detection Platform?

- **Seller:** [Spectrum Security](https://www.g2.com/sellers/spectrum-security)
- **Year Founded:** 2025
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e278661aed8322af1e636158df7c4e52aa3962b07de84cbd94402529b8e7deb4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fspectrum-sec%2F&secure%5Burl_type%5D=linkedin_company_website)  
13 employees on LinkedIn®

### [Tehtris XDR](https://www.g2.com/products/tehtris-xdr/reviews)

Master the risks and finally tame the unknown with TEHTRIS XDR Platform and its sophisticated technologies for detection and response to security incidents.

#### Who Is the Company Behind Tehtris XDR?

- **Seller:** [Tehtris](https://www.g2.com/sellers/tehtris)
- **Year Founded:** 2010
- **HQ Location:** PESSAC, FR
- **LinkedIn® Page:** [fr.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=04171829daeae1af8c33a431d5837d1f83a92c07702ca895cbacafbc2d82527b&secure%5Burl%5D=https%3A%2F%2Ffr.linkedin.com%2Fcompany%2Ftehtris&secure%5Burl_type%5D=linkedin_company_website)  
181 employees on LinkedIn®

### [XDRShield](https://www.g2.com/products/xdrshield/reviews)

XDRShield is an extended detection and response platform built to help organizations improve visibility across endpoints, correlate suspicious activity, and move more efficiently from detection to investigation and response. Designed for modern IT and security teams, XDRShield combines endpoint monitoring, asset and vulnerability context, response workflows, compliance-oriented review, and multi-tenant operational control in one platform. It is especially well-suited for MSPs, MSSPs, and distributed organizations that need stronger workflow ownership, auditability, and operational visibility across customer or business-unit environments.

#### Who Is the Company Behind XDRShield?

- **Seller:** [Vembu Technologies](https://www.g2.com/sellers/vembu-technologies)
- **Year Founded:** 2002
- **HQ Location:** Pleasanton, California
- **Twitter:** @vembutech  
2,262 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c5fc1e76657af724eef3d5b9c7f9b1e1cb5f2e77f364499a01050d2ad2e27810&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvembu-technologies&secure%5Burl_type%5D=linkedin_company_website)  
275 employees on LinkedIn®

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[Browse Extended Detection and Response (XDR) Platforms Themes](/categories/extended-detection-and-response-xdr-platforms/themes)

 ![Lauren Worth](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Lauren Worth")
LW

Researched and written by [Lauren Worth](https://research.g2.com/insights/author/lauren-worth)

Updated October 3, 2024

Extended detection and response (XDR) platforms are tools used to automate the discovery and remediation of security issues across hybrid systems. These tools are capable of performing detection and response related to networks, endpoints, cloud services, and applications. Companies are adopting these technologies because most traditional detection and response solutions are limited to a single medium such as endpoint security or network security while XDR is capable of securing complex hybrid environments.

XDR solutions provide a single system for managing security issues as they arise regardless of the source within the organization. They can also be used to consolidate redundant, similar detection and response technologies and simplify detection and remediation for security teams.

[Endpoint detection & response (EDR) software](https://www.g2.com/categories/endpoint-detection-response-edr) and [network detection and response (NDR) software](https://www.g2.com/categories/network-detection-and-response-ndr) operate similarly, but most are limited to their specific medium. For example, many NDR solutions can analyze and resolve issues on a local business network, but cannot support detection and response for cloud workloads or remote endpoints. While numerous families of detection and response solutions have emerged in recent years, XDR is capable of extending security across networks, endpoints, cloud services, and virtual environments.

To qualify for inclusion in the Extended Detection and Response (XDR) category, a product must:

- Analyze network, cloud, and endpoint activity continuously
- Utilize artificial intelligence (AI) or machine learning (ML) to develop baselines for system behaviors 
- Automate threat and anomaly detection across the hybrid environments
- Deploy forensics upon detection for investigation and remediation

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