# Best Cloud Security Monitoring and Analytics Software - Page 4

## How Many Cloud Security Monitoring and Analytics Software Products Does G2 Track?

**Total Products under this Category:** 84

### Category Stats (Aug 2026)

- **Average Rating:** 4.49/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** SaaS Alerts (+3.34%) - Among all products in this category, SaaS Alerts recorded the largest rating increase compared to last month

_Last updated: August 06, 2026_

## How Does G2 Rank Cloud Security Monitoring and Analytics Software Products?

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

- 30 Analysts and Data Experts
- 4,500+ Authentic Reviews
- 84+ 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 Cloud Security Monitoring and Analytics Software
 ![G2 Grid® for Cloud Security Monitoring and Analytics Software plotting products by satisfaction and market presence](https://www.g2.com/categories/cloud-security-monitoring-and-analytics/grids.png?focus%5B%5D=52233&focus%5B%5D=146504&focus%5B%5D=151443&focus%5B%5D=20460&focus%5B%5D=52118&focus%5B%5D=131564&focus%5B%5D=1285967&focus%5B%5D=96667)

Highlighted products: Microsoft Defender for Cloud, Wiz, CrowdStrike Falcon Cloud Security, Sysdig Secure, Amazon GuardDuty, CrowdStrike Falcon Shield, SentinelOne Singularity Cloud Security, and Coro Cybersecurity.

Underlying data: [Grid® JSON](https://www.g2.com/categories/cloud-security-monitoring-and-analytics/grids.json?focus%5B%5D=microsoft-defender-for-cloud&focus%5B%5D=wiz-wiz&focus%5B%5D=crowdstrike-falcon-cloud-security&focus%5B%5D=sysdig-sysdig-secure&focus%5B%5D=amazon-guardduty&focus%5B%5D=crowdstrike-falcon-shield&focus%5B%5D=sentinelone-singularity-cloud-security&focus%5B%5D=coro-cybersecurity)

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### [Data Theorem Cloud Secure](https://www.g2.com/products/data-theorem-data-theorem-cloud-secure/reviews)

Data Theorem's Cloud Secure is an automated, continuous security service that integrates Cloud-Native Application Protection Platform (CNAPP) and Application Security (AppSec) capabilities across multi-cloud environments, encompassing both public and private assets. It offers a comprehensive, application-centric approach to cloud security, ensuring robust protection for cloud-native applications and infrastructure. Key Features and Functionality: - Monitoring: Implements Cloud Security Posture Management (CSPM) for continuous asset discovery, vulnerability assessments—including Static Application Security Testing (SAST), Dynamic Application Security Testing (DAST), Software Composition Analysis (SCA), and Infrastructure as Code (IaC) analysis—and Cloud Identity and Entitlement Management (CIEM). - Hacking: Utilizes innovative Hacker Toolkits that provide daily updates on security vulnerabilities and exploits, identifying potential external attack vectors and data breach risks within cloud environments. - Protection: Offers runtime protections designed to prevent data breaches across cloud-native APIs and applications, leveraging Data Theorem's Software Development Kit (SDK) libraries for real-time telemetry collection and policy-based blocking. Primary Value and Problem Solved: Cloud Secure addresses the critical need for comprehensive security in cloud-native applications by providing continuous monitoring, proactive vulnerability identification, and real-time protection mechanisms. By integrating CNAPP and AppSec functionalities, it enables organizations to effectively manage and secure their multi-cloud assets, thereby reducing the risk of data breaches and ensuring compliance with security standards. This holistic approach empowers businesses to maintain a strong security posture in the dynamic landscape of cloud computing.

**Average Rating:** 4.5/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate Data Theorem Cloud Secure?

- **Security Integration:** 7.5/10 (Category avg: 8.5/10)
- **Activity Monitoring:** 6.7/10 (Category avg: 8.5/10)
- **Security Automation:** 6.7/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Data Theorem Cloud Secure?

- **Seller:** [Data Theorem](https://www.g2.com/sellers/data-theorem)
- **Year Founded:** 2013
- **HQ Location:** Palo Alto, California, United States
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c836473aa2fe1cc435daa555c1a9f9a99908c73b766d1c711f4d460a97e3d98d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdatatheorem%2F&secure%5Burl_type%5D=linkedin_company_website)  
94 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Medium, 33% Small

#### What Are Recent G2 Reviews of Data Theorem Cloud Secure?

**["Real-Time Alerts and an Easy Dashboard That Speeds Up Analysis"](https://www.g2.com/survey_responses/data-theorem-cloud-secure-review-12660896)**

**Rating:** 5.0/5.0 stars

_— Prachi S._

[Read full review](https://www.g2.com/survey_responses/data-theorem-cloud-secure-review-12660896)

**["Best option"](https://www.g2.com/survey_responses/data-theorem-cloud-secure-review-9807062)**

**Rating:** 5.0/5.0 stars

_— Sujit L._

[Read full review](https://www.g2.com/survey_responses/data-theorem-cloud-secure-review-9807062)

### [FireMon Cloud Defense](https://www.g2.com/products/firemon-cloud-defense/reviews)

FireMon Cloud Defense is the only distributed cloud security operations platform with real-time cloud security posture management, threat detection and response, and enhanced identity protection.

**Average Rating:** 4.3/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate FireMon Cloud Defense?

- **Security Integration:** 7.5/10 (Category avg: 8.5/10)
- **Activity Monitoring:** 8.3/10 (Category avg: 8.5/10)
- **Security Automation:** 7.8/10 (Category avg: 8.6/10)

#### Who Is the Company Behind FireMon Cloud Defense?

- **Seller:** [FireMon](https://www.g2.com/sellers/firemon)
- **Year Founded:** 2004
- **HQ Location:** Overland Park, KS
- **Twitter:** @FireMon  
2,435 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=19ee18a27e99815aaca74f76d30e673d53d5db213d29a74df00b0f7a6848031b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1850855&secure%5Burl_type%5D=linkedin_company_website)  
272 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Small, 33% Large

#### What Are Recent G2 Reviews of FireMon Cloud Defense?

**["Security for your operations, work in the cloud without vulnerability problems."](https://www.g2.com/survey_responses/firemon-cloud-defense-review-8367522)**

**Rating:** 4.5/5.0 stars

_— Ana M._

[Read full review](https://www.g2.com/survey_responses/firemon-cloud-defense-review-8367522)

**["Simplifies communication during critical situations"](https://www.g2.com/survey_responses/firemon-cloud-defense-review-9792002)**

**Rating:** 4.0/5.0 stars

_— Abdullah S._

[Read full review](https://www.g2.com/survey_responses/firemon-cloud-defense-review-9792002)

### [Microsoft Security Copilot](https://www.g2.com/products/microsoft-security-copilot/reviews)

Empower your defenders to detect hidden patterns, harden defenses, and respond to incidents faster with generative AI

**Average Rating:** 4.3/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate Microsoft Security Copilot?

- **Has the product been a good partner in doing business?:** 7.2/10 (Category avg: 9.2/10)

#### Who Is the Company Behind Microsoft Security Copilot?

- **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft)
- **Year Founded:** 1975
- **HQ Location:** Redmond, Washington
- **Twitter:** @microsoft  
13,091,739 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9458f51bd6ded48ad432a804f19ad736469f007787569b63827154231c315630&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmicrosoft%2F&secure%5Burl_type%5D=linkedin_company_website)  
231,632 employees on LinkedIn®
- **Ownership:** MSFT

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 75% Large, 17% Medium

#### What Do G2 Reviewers Say About Microsoft Security Copilot?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Microsoft Security Copilot, thanks to its seamless integration and intuitive interface.
- Users value the **AI integration** in Microsoft Security Copilot for its enhanced threat detection and faster incident response.
- Users appreciate the **AI-driven threat detection** of Microsoft Security Copilot, enhancing security team's efficiency in identifying risks.
- Users value the **AI-driven threat detection** of Microsoft Security Copilot, significantly enhancing their security operations efficiency.
- Users value the **automation capabilities** of Microsoft Security Copilot, enhancing incident response and simplifying security management.

##### Cons

- Users find Microsoft Security Copilot's **complexity** challenging, especially for inexperienced team members adapting to AI-based solutions.
- Users feel the product is **expensive** , suggesting a need for more cost-effective options for broader accessibility.
- Users find the **difficult learning curve** of Microsoft Security Copilot challenging, particularly for inexperienced team members.
- Users find that **false positives** often lead to wasted time and necessitate additional verification, complicating their workflow.
- Users criticize the **limited access** to Microsoft Security Copilot, impacting its usability for all users.

#### What Are Recent G2 Reviews of Microsoft Security Copilot?

**["A Critical Analysis of AI in Cybersecurity"](https://www.g2.com/survey_responses/microsoft-security-copilot-review-9887878)**

**Rating:** 4.5/5.0 stars

_— Abhishek N._

[Read full review](https://www.g2.com/survey_responses/microsoft-security-copilot-review-9887878)

**["Co-pilot :A Dictionary of Guidance"](https://www.g2.com/survey_responses/microsoft-security-copilot-review-9999338)**

**Rating:** 5.0/5.0 stars

_— Viswanadh Gupta T._

[Read full review](https://www.g2.com/survey_responses/microsoft-security-copilot-review-9999338)

### [Cisco BroadWorks](https://www.g2.com/products/cisco-broadworks/reviews)

Cisco BroadWorks is an enterprise-grade calling and collaboration platform delivering unmatched performance, security and scale. Hosted by Cisco service provider partners, it integrates with Cisco Webex to meet the full range of enterprise communications and collaboration needs.

**Average Rating:** 4.8/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Cisco BroadWorks?

- **Security Integration:** 8.3/10 (Category avg: 8.5/10)
- **Activity Monitoring:** 8.3/10 (Category avg: 8.5/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)
- **Security Automation:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Cisco BroadWorks?

- **Seller:** [Cisco](https://www.g2.com/sellers/cisco)
- **Year Founded:** 1984
- **HQ Location:** San Jose, CA
- **Twitter:** @Cisco  
720,366 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=476aeabc5a712d049453edd5c54ea0318890d9e60d93782e37fe028224df1cbd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcisco%2F&secure%5Burl_type%5D=linkedin_company_website)  
95,545 employees on LinkedIn®
- **Ownership:** NASDAQ:CSCO

#### Who Uses This Product?

- **Company Size:** 50% Medium, 50% Small

#### What Are Recent G2 Reviews of Cisco BroadWorks?

**["BroadWorks essentials"](https://www.g2.com/survey_responses/cisco-broadworks-review-9149758)**

**Rating:** 4.5/5.0 stars

_— Verified User in Internet_

[Read full review](https://www.g2.com/survey_responses/cisco-broadworks-review-9149758)

**["Cloud calling technique is easy to connect with the people"](https://www.g2.com/survey_responses/cisco-broadworks-review-9916634)**

**Rating:** 5.0/5.0 stars

_— Aayush P._

[Read full review](https://www.g2.com/survey_responses/cisco-broadworks-review-9916634)

### [Hillstone CloudView](https://www.g2.com/products/hillstone-cloudview/reviews)

Hillstone CloudView is a cloud-based security management and analytics platform which provides SaaS security services across the Hillstone E-Series Next-Generation Firewalls (NGFW), T-Series Intelligent Next-Generation Firewalls (iNGFW), I-Series Network Intrusion Prevention System (NIPS) and Hillstone Virtual NGFW CloudEdge. The Hillstone CloudView service empowers security administrators to take swift action with real-time centralized monitoring of multiple devices, traffic and threat analytics, real-time alarms, as well as comprehensive reporting and log retention. With the 24/7 mobile and web access from anywhere on any devices, it delivers optimal customer experience along with optimized security management and operational efficiencies.

**Average Rating:** 4.8/5.0

**Total Reviews:** 2

#### Who Is the Company Behind Hillstone CloudView?

- **Seller:** [Hillstone Networks](https://www.g2.com/sellers/hillstone-networks)
- **Year Founded:** 2006
- **HQ Location:** Santa Clara, US
- **Twitter:** @Hillstone\_Net  
10,037 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ad7047da20b336ce06b147ec6e88d38956a82f238399543df856f08506ae2e10&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhillstonenet&secure%5Burl_type%5D=linkedin_company_website)  
367 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Small

#### What Are Recent G2 Reviews of Hillstone CloudView?

**["Hillstone Cloud View one of the best cloud based security software."](https://www.g2.com/survey_responses/hillstone-cloudview-review-7317910)**

**Rating:** 5.0/5.0 stars

_— Bharathvaj M._

[Read full review](https://www.g2.com/survey_responses/hillstone-cloudview-review-7317910)

**["Secure SaaS for realtime monitoring"](https://www.g2.com/survey_responses/hillstone-cloudview-review-7267370)**

**Rating:** 4.5/5.0 stars

_— Saravanan K._

[Read full review](https://www.g2.com/survey_responses/hillstone-cloudview-review-7267370)

### [Obsidian Security](https://www.g2.com/products/obsidian-security/reviews)

Obsidian Security is the first truly comprehensive threat and posture management solution built for SaaS. Our platform consolidates data across core applications to help your team optimize configurations, reduce over-privilege, and mitigate account compromises and insider threats. Getting started with Obsidian takes just a few minutes—with no agents to deploy or rules to write.

**Average Rating:** 4.0/5.0

**Total Reviews:** 4

#### How Do G2 Users Rate Obsidian Security?

- **Activity Monitoring:** 10.0/10 (Category avg: 8.5/10)
- **Has the product been a good partner in doing business?:** 5.8/10 (Category avg: 9.2/10)
- **Security Automation:** 10.0/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Obsidian Security?

- **Seller:** [Obsidian Security](https://www.g2.com/sellers/obsidian-security)
- **Year Founded:** 2017
- **HQ Location:** Newport Beach, California, United States
- **Twitter:** @obsidiansec  
1,094 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4b00c5313621f38fbb256a0561f2af1bdea2c185d399a93247a81b650bed2a5f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fobsidiansecurity&secure%5Burl_type%5D=linkedin_company_website)  
221 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Medium

#### What Do G2 Reviewers Say About Obsidian Security?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **excellent customer support** from Obsidian, ensuring a smooth and effective SSPM implementation experience.
- Users commend the **implementation ease** of Obsidian Security, highlighting effective support that ensures smooth integration.
- Users commend the **exceptional onboarding support** from Obsidian Security, ensuring a smooth implementation process for new users.
- Users find Obsidian Security to offer a **comprehensive solution** that effectively addresses SaaS security needs and support.

##### Cons

- Users find that the **dashboard issues** hinder usability, as some features lack functionality and helpfulness.
- Users find the **inadequate threat analysis** of Obsidian Security limits its effectiveness compared to other solutions.
- Users note **limited reporting capabilities** in Obsidian Security, impacting the overall functionality and usefulness of dashboards.
- Users find the **reporting issues** in Obsidian Security limit its functionality and effectiveness compared to competitors.
- Users note that **dashboard functionality is lacking** in Obsidian Security, impacting the overall user experience.

#### What Are Recent G2 Reviews of Obsidian Security?

**["A strong workhorse in the SSPM space"](https://www.g2.com/survey_responses/obsidian-security-review-11500403)**

**Rating:** 4.5/5.0 stars

_— Verified User in Insurance_

[Read full review](https://www.g2.com/survey_responses/obsidian-security-review-11500403)

**["Clear SaaS Security Visibility with an Intuitive UI and Fair Pricing"](https://www.g2.com/survey_responses/obsidian-security-review-13085513)**

**Rating:** 4.0/5.0 stars

_— Jeni J._

[Read full review](https://www.g2.com/survey_responses/obsidian-security-review-13085513)

### [Skyhigh Cloud-Native Application Protection Platform](https://www.g2.com/products/skyhigh-cloud-native-application-protection-platform/reviews)

Skyhigh Cloud Native Application Protection Platform CNAPP is the industry’s first platform to extend Cloud Access Security Broker CASB, bringing application and data context to converge Cloud Security Posture Management CSPM with IaaS Data Loss Prevention DLP for IaaS public clouds. Skyhigh CNAPP provides consistent data protection, threat prevention, governance, and compliance throughout the cloud-native application development lifecycle. Skyhigh CNAPP is consolidated into a fully converged platform and managed from the same single console as the rest of the Skyhigh SSE services.

**Average Rating:** 4.8/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Skyhigh Cloud-Native Application Protection Platform?

- **Security Integration:** 9.2/10 (Category avg: 8.5/10)
- **Activity Monitoring:** 7.5/10 (Category avg: 8.5/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)
- **Security Automation:** 9.2/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Skyhigh Cloud-Native Application Protection Platform?

- **Seller:** [Skyhigh Security](https://www.g2.com/sellers/skyhigh-security)
- **Year Founded:** 2022
- **HQ Location:** San Jose, CA
- **Twitter:** @SkyhighSecurity  
17,573 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=054a196f81bf518d12deba69ef25a874f9649ddec84a65ea195d46ddfc0b4847&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fskyhighsecurity%2F&secure%5Burl_type%5D=linkedin_company_website)  
751 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of Skyhigh Cloud-Native Application Protection Platform?

**["A Comprehensive Analysis"](https://www.g2.com/survey_responses/skyhigh-cloud-native-application-protection-platform-review-9996125)**

**Rating:** 4.5/5.0 stars

_— Jhansi R._

[Read full review](https://www.g2.com/survey_responses/skyhigh-cloud-native-application-protection-platform-review-9996125)

**["Best Security"](https://www.g2.com/survey_responses/skyhigh-cloud-native-application-protection-platform-review-9995507)**

**Rating:** 5.0/5.0 stars

_— Abhijit S._

[Read full review](https://www.g2.com/survey_responses/skyhigh-cloud-native-application-protection-platform-review-9995507)

### [Atmosec](https://www.g2.com/products/atmosec/reviews)

Atmosec takes a holistic approach to securing your ever evolving SaaS ecosystem. Focusing not only on individual services or specific users, Atmosec also understands how different services communicate with each other, how users interact with the ecosystem as well as what data might be passing between different services. Our unique platform monitors the behavior of an unlimited number of SaaS services, as they interact with users and each other and automates the mitigation of actual and potential risks, proactively flagging any anomalies or misconfigurations so that CIOs and CISOs can address them with better visibility and confidence. With advanced Machine Learning capabilities Atmosec alerts on abnormal activity of credentials, over-privileged accounts and API usage as well as stopping SaaS Supply Chain attacks.

**Average Rating:** 4.0/5.0

**Total Reviews:** 2

#### Who Is the Company Behind Atmosec?

- **Seller:** [Atmosec](https://www.g2.com/sellers/atmosec)
- **Year Founded:** 2021
- **HQ Location:** Tel Aviv, IL
- **Twitter:** @Atmosec\_  
58 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a78451d0eade2632158dee7b4b846b68f9aa1a74eb86a148c15c0f5900ffdc72&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fatmosec%2F&secure%5Burl_type%5D=linkedin_company_website)  
5 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Medium

#### What Are Recent G2 Reviews of Atmosec?

**["Great experience, easy to use"](https://www.g2.com/survey_responses/atmosec-review-7316072)**

**Rating:** 4.5/5.0 stars

_— Yatin G._

[Read full review](https://www.g2.com/survey_responses/atmosec-review-7316072)

### [Darktrace / CLOUD](https://www.g2.com/products/darktrace-cloud/reviews)

Darktrace / CLOUD is a Cloud-Native Application Protection Platform (CNAPP) with advanced real-time Cloud Detection and Response (CDR) to protect runtime environments from active threats. It secures modern hybrid and multi-cloud environments by combining posture management, runtime threat detection, cloud-native response, and automated cloud investigations in a single AI-driven platform. As organizations scale across AWS, Azure, Google Cloud, SaaS, containers, and serverless architectures, static posture checks and alert-heavy tools are no longer enough. Darktrace / CLOUD continuously understands how your cloud environment behaves and automatically stops threats as they unfold. 1. Stop Active Cloud Threats in Real Time with AI-Driven CDR Darktrace delivers true Cloud Detection and Response in live production environments. Its Self-Learning AI monitors identity behavior, workload activity, and network connections to detect the most subtle indicators of account compromise, privilege escalation, insider threats, ransomware, and novel attacks. When real threats emerge, it can take precise, proportionate action to contain them immediately, minimizing business disruption. 2. Maintain Continuous Cloud Visibility, Posture Assurance, and Risk Reduction Darktrace combines continuous cloud monitoring with Cloud Security Posture Management (CSPM) capabilities to dynamically map architecture, identities (human and non-human), services, containers, and configurations. It identifies misconfigurations, vulnerabilities, toxic combinations of privileges, and exploitable attack paths, not just static compliance gaps. This ensures organizations maintain real-time visibility and awareness of risk as cloud environments evolve. 3. Accelerate Incident Response with Automated Cloud Investigations at Scale Darktrace integrates with any detection source and your existing security stack to perform automated investigations at cloud speed and scale. When suspicious activity is detected, Darktrace automatically collects and analyzes forensic evidence across logs, configurations, disk, memory, and ephemeral workloads. Full attacker timelines are generated in minutes, enabling rapid root-cause analysis, confident remediation, and audit-ready evidence without manual data gathering. While many CNAPP solutions focus primarily on posture or fragmented point capabilities, Darktrace / CLOUD unifies prevention, real-time detection, response, and automated investigation in one continuous AI-driven workflow, delivering protection that adapts as fast as the cloud itself. AI-Driven Automation from Detection to Investigation Self-Learning AI detects known, unknown, and novel threats while autonomous response and automated investigations dramatically reduce analyst workload and stop threats automatically. Unmatched Cloud Coverage with Breadth and Depth Darktrace unifies CSPM, identity analytics, runtime CDR, and forensic depth across IaaS, PaaS, SaaS, containers, and serverless environments to deliver protection at cloud speed and scale. True Hybrid, Cross-Domain Protection The platform correlates live activity across cloud, SaaS, on-premises, and network environments to uncover and contain lateral, cross-domain attacks. Flexible Deployment for Enterprise Reality With agentless API integrations and optional agent-based telemetry, Darktrace supports SaaS, hosted, and on-prem deployments, delivering rapid time-to-value while meeting regulatory and operational requirements.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### Who Is the Company Behind Darktrace / CLOUD?

- **Seller:** [Darktrace](https://www.g2.com/sellers/darktrace)
- **Company Website:** www.darktrace.com
- **Year Founded:** 2013
- **HQ Location:** Cambridgeshire, England
- **Twitter:** @Darktrace  
18,177 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=135b6c23b3a9e309b159fca717d84aafed8cc711e65da3de0cae9184091cd6d3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F5013440%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,607 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of Darktrace / CLOUD?

**["Real-Time Cloud Visibility and Proactive Anomaly Detection"](https://www.g2.com/survey_responses/darktrace-cloud-review-12659218)**

**Rating:** 4.5/5.0 stars

_— Angel I._

[Read full review](https://www.g2.com/survey_responses/darktrace-cloud-review-12659218)

### [Darktrace / EMAIL](https://www.g2.com/products/darktrace-email/reviews)

Darktrace / EMAIL is an email security platform powered by Self-Learning AI that protects organizations against the most advanced threats across email and collaboration tools that other solutions miss. Recognized as a Leader in Gartner’s Magic Quadrant and Leaders in the 2025 Voice of the Customer award for Email Security Platforms, it is designed to address the growing sophistication of communication-based attacks. Traditional secure email gateways often rely on static rules or signatures, which struggle against modern threats such as business email compromise and supply chain attacks. Darktrace / EMAIL takes a different approach by using Self-Learning AI to understand the unique communication patterns of each organization and user. This allows it to detect subtle anomalies across inbound, outbound, and lateral messages, and respond with precise, autonomous actions. Key capabilities include: - Behavioral threat detection: Identifies phishing, ransomware, account takeovers, and insider risks by learning “normal” communication behavior of internal and external users. - Protection beyond the inbox: Extends security to collaboration platforms like Microsoft Teams and SaaS applications, addressing the shift of phishing into new channels. - Adaptive response: Suspicious emails are automatically quarantined, links are rewritten, or attachments are removed, all without interrupting legitimate business communication. This approach enforces regular communication and ensures that as much safe, non-malicious content as possible is retained. - Data protection: Provides behavioral data loss prevention and assists with your DMARC configuration and monitoring to safeguard sensitive information and brand reputation. For security teams, Darktrace / EMAIL reduces operational overhead by automating triage and response. Its Cyber AI Analyst provides contextual insights, while end-users benefit from clear, in-app narratives that explain why a message is suspicious—helping to reduce false phishing reports and improve awareness. Benefits for organizations include: - Comprehensive coverage across email, collaboration, and SaaS platforms. - Reduced workload for security teams through automation and AI-driven analysis. - Seamless integration with Microsoft 365, Exchange, and Google Workspace without disrupting mail flow. In summary, Darktrace / EMAIL delivers adaptive, AI-driven protection across the full communication ecosystem. Its dual recognition as a Gartner Leader in both the Voice of the Customer award and the Magic Quadrant for Email Security Platforms in 2025 highlights its effectiveness in helping organizations defend against today’s most complex and fast-evolving threats.

**Average Rating:** 3.9/5.0

**Total Reviews:** 20

#### How Do G2 Users Rate Darktrace / EMAIL?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.2/10)

#### Who Is the Company Behind Darktrace / EMAIL?

- **Seller:** [Darktrace](https://www.g2.com/sellers/darktrace)
- **Company Website:** www.darktrace.com
- **Year Founded:** 2013
- **HQ Location:** Cambridgeshire, England
- **Twitter:** @Darktrace  
18,177 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=135b6c23b3a9e309b159fca717d84aafed8cc711e65da3de0cae9184091cd6d3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F5013440%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,607 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 65% Medium, 20% Large

#### What Do G2 Reviewers Say About Darktrace / EMAIL?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **AI detection and adaptability** of Darktrace, significantly easing the roles of security analysts and administrators.
- Users appreciate the **excellent customer support** from Darktrace, noting their responsiveness and helpfulness in facilitating smooth implementation.
- Users appreciate the **high detection efficiency** of Darktrace / EMAIL, ensuring minimal malicious emails get through.
- Users appreciate the **reliable product quality** of Darktrace, benefiting from effective email protection and excellent support.
- Users value the **reliability** of Darktrace / EMAIL, feeling confident in its effective email protection and performance.

##### Cons

- Users find Darktrace / EMAIL **expensive** , but acknowledge the value it provides amidst existing cyber security measures.
- Users report **poor integration** with Outlook on Windows and Mac, impacting overall user experience and functionality.
- Users find the **complexity of wording and descriptions** in Darktrace challenging, requiring specialized IT knowledge for effective use.
- Users find that **false positives** can be problematic, as legitimate emails may be blocked but exceptions are manageable.
- Users find **regular software updates** to be boring and tedious, impacting their overall experience with Darktrace / EMAIL.

#### What Are Recent G2 Reviews of Darktrace / EMAIL?

**["AI-Powered Email Security with Intuitive Investigations and Real-Time Response"](https://www.g2.com/survey_responses/darktrace-email-review-13222165)**

**Rating:** 4.5/5.0 stars

_— Verified User in Manufacturing_

[Read full review](https://www.g2.com/survey_responses/darktrace-email-review-13222165)

**["Powerful AI Email Security With a Learning Curve"](https://www.g2.com/survey_responses/darktrace-email-review-12713587)**

**Rating:** 4.5/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/darktrace-email-review-12713587)

### [Gauntlet](https://www.g2.com/products/gauntlet/reviews)

Gauntlet mitigates risks like security breaches, data theft, and compliance violations with Generative AI (GenAI), enhancing efficiency by accelerating time-to-fix by 60%. Its core pillars include Cloud Security Posture Management (CSPM) for proactive vulnerability remediation, Software Supply Chain Security (SBOM) for component transparency, Secrets Scanning to safeguard sensitive credentials, and AI Security Posture Management (AISPM) to secure cloud-based AI services. Gauntlet ensures seamless compliance with over 20 global standards, including HIPAA, FDA, and GDPR, making regulatory adherence effortless for organizations. This powerful platform reduces human error and optimizes operational security at every level. Visit https://www.gauntlet.security for more information.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Gauntlet?

- **Security Integration:** 8.3/10 (Category avg: 8.5/10)
- **Activity Monitoring:** 5.0/10 (Category avg: 8.5/10)
- **Security Automation:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Gauntlet?

- **Seller:** [Gauntlet Technologies](https://www.g2.com/sellers/gauntlet-technologies)
- **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=fc27669d92ecce33603ce9503f27e3e9b09f68d6470c2c83a3a2c48b646d4c37&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fgauntlet-security%2F&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Do G2 Reviewers Say About Gauntlet?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **clear information and guidance** from Gauntlet, enhancing understanding and effective remediation.
- Users value the **clear remediation guidance** from Gauntlet, finding it easy to understand and implement.
- Users value the **clear reporting** provided by Gauntlet, which includes easy-to-read summaries and precise recommendations.

##### Cons

- Users feel the **inefficient alert system** fails to address urgent issues and lacks proactive support for simple fixes.

#### What Are Recent G2 Reviews of Gauntlet?

**["A Much Needed Overview of AWS Posture"](https://www.g2.com/survey_responses/gauntlet-review-10653831)**

**Rating:** 5.0/5.0 stars

_— Jeremy B._

[Read full review](https://www.g2.com/survey_responses/gauntlet-review-10653831)

### [Gurucul](https://www.g2.com/products/gurucul/reviews)

Gurucul is the only cost-optimized security analytics company founded in data science that delivers radical clarity about cyber risk. Our REVEAL security analytics platform analyzes enterprise data at scale using machine learning and artificial intelligence. Instead of useless alerts, you get real-time, actionable information about true threats and their associated risk. The platform is open, flexible and cloud native. It conforms to your business requirements so you don't have to compromise. Our technology has earned us recognition from leading industry analysts as the most Visionary platform and an Overall leader in product, market and innovation. Our solutions are used by Global 1000 enterprises and government agencies to minimize their cybersecurity risk. To learn more, visit Gurucul.com

**Average Rating:** 3.0/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Gurucul?

- **Security Integration:** 5.0/10 (Category avg: 8.5/10)
- **Activity Monitoring:** 6.7/10 (Category avg: 8.5/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)
- **Security Automation:** 6.7/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Gurucul?

- **Seller:** [Gurucul](https://www.g2.com/sellers/gurucul)
- **Year Founded:** 2010
- **HQ Location:** El Segundo, US
- **Twitter:** @Gurucul  
1,321 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=eef769d7c7674b171af96a0bae3b05860ad8cc2a86acaa06574b9b7cdd63c78a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fgurucul%2F&secure%5Burl_type%5D=linkedin_company_website)  
288 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Medium

#### What Do G2 Reviewers Say About Gurucul?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate how Gurucul's **alerting system reduces fatigue** by prioritizing high-risk threats with machine-based analytics.
- Users value the **reduced alert fatigue** from Gurucul's analytics, enabling focus on high-risk threats effectively.
- Users value the **self-explanatory dashboard** that effectively covers all aspects of security posture and data integrity.
- Users value the **intuitive dashboard usability** that effectively addresses all security posture aspects without confusion.
- Users value the **reliable data protection** features of Gurucul, ensuring comprehensive security and no data loss.

##### Cons

- Users experience delays in alert population, highlighting the **slow response time** of Gurucul's alert management system.
- Users find the **tedious cloud migration process** hampers the effective use of Gurucul's security analytics capabilities.
- Users experience **complex parsing issues** with Gurucul, leading to delays in alert population on the console.
- Users find **deployment difficulties** due to the tedious process of moving security data to the cloud, hindering scalability.
- Users experience **ineffective alerts** due to delays in population on the console, hindering timely responses.

#### What Are Recent G2 Reviews of Gurucul?

**["GURUCUL SIEM Review"](https://www.g2.com/survey_responses/gurucul-review-10311807)**

**Rating:** 4.0/5.0 stars

_— Sujeet Y._

[Read full review](https://www.g2.com/survey_responses/gurucul-review-10311807)

### [ImmuniWeb AI Platform](https://www.g2.com/products/immuniweb-ai-platform/reviews)

The ImmuniWeb AI Platform helps over 1,000 enterprise customers from more than 50 countries to test, secure and protect their web and mobile applications, APIs and microservices, cloud and networks, to prevent data breaches and reduce third-party risk, and to comply with regulatory requirements. ImmuniWeb’s products available on the Platform include Continuous Threat Exposure Management (CTEM), External Attack Surface Management (EASM), Dark Web Monitoring and phishing websites takedown, as well as vulnerability scanning and penetration testing for web and mobile apps, cloud and network infrastructure, and LLM models. Headquartered in Geneva, Switzerland, ImmuniWeb has offices in Washington, London and Dubai to provide an uninterrupted service to all global customers and partners.

**Average Rating:** 4.7/5.0

**Total Reviews:** 11

#### How Do G2 Users Rate ImmuniWeb AI Platform?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)

#### Who Is the Company Behind ImmuniWeb AI Platform?

- **Seller:** [ImmuniWeb](https://www.g2.com/sellers/immuniweb-8be8a6d5-dde6-41c6-b289-3ad6257f0258)
- **Year Founded:** 2019
- **HQ Location:** Geneva, CH
- **Twitter:** @immuniweb  
8,473 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=569a8ad53a6ba41947cd30a4da149ec41e3186cce04bad4a73e131e633b1ae62&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fimmuniweb%2F&secure%5Burl_type%5D=linkedin_company_website)  
33 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 92% Medium, 8% Small

#### What Do G2 Reviewers Say About ImmuniWeb AI Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **effective vulnerability detection** of ImmuniWeb AI Platform, significantly enhancing overall security and compliance.
- Users value the **responsive customer support** of ImmuniWeb AI Platform, providing timely assistance during scanning issues.
- Users value the **continuous monitoring** of their attack surface, ensuring timely alerts about critical security issues.
- Users value the **continuous monitoring efficiency** of ImmuniWeb AI Platform, ensuring proactive protection against potential threats.
- Users value the **alert notifications** from ImmuniWeb AI Platform, ensuring timely awareness of critical security issues.

##### Cons

- Users find the **complexity of determining scanning time** to be a frustrating aspect of the ImmuniWeb AI Platform.
- Users face challenges due to the lack of **integration with Slack or PagerDuty** , complicating on-call support during off-hours.
- Users find the **lack of integration** with Slack or PagerDuty hinders usability during on-call situations, especially after hours.
- Users note the **limited export options** to Excel, which may hinder flexibility in data handling.
- Users note the **limited flexibility** in the algorithm's past cost calculations, although improvements have been made.

#### What Are Recent G2 Reviews of ImmuniWeb AI Platform?

**["Detailed Remediation Steps and Flexible Report Views Boost Our Efficiency"](https://www.g2.com/survey_responses/immuniweb-ai-platform-review-12376542)**

**Rating:** 5.0/5.0 stars

_— Harish G._

[Read full review](https://www.g2.com/survey_responses/immuniweb-ai-platform-review-12376542)

**["Time-saving, comprehensive penetration test of our pages with a detailed analysis of the vulnerabilities"](https://www.g2.com/survey_responses/immuniweb-ai-platform-review-12414138)**

**Rating:** 5.0/5.0 stars

_— Markus S._

[Read full review](https://www.g2.com/survey_responses/immuniweb-ai-platform-review-12414138)

#### What Are G2 Users Discussing About ImmuniWeb AI Platform?

- [What is ImmuniWeb Discovery used for?](https://www.g2.com/discussions/what-is-immuniweb-discovery-used-for)

### [Saasment SaaS Security](https://www.g2.com/products/saasment-saas-security/reviews)

Fully automated security marketplace to help digital businesses protect against cyber threats and data loss. Companies are now highly dependent on their digital environment for critical business functions like file sharing, collaboration, code management, and customer relationship. An emerging challenge for these companies is how to stay secure while continue and grow their digital business as they: 1) Have no understanding of how to protect against attacks. 2) Don’t have the personnel to address IT security. 3) Have failed to act following a cybersecurity incident. In our SaaS Security portfolio, you can find the following features 1) Proactive Threats Protection - Based on cloud-native security controls, proactively take action to mitigate risks before they evolve to breach. Revoke permissions, limit sharing & manage incident response. 2) Ongoing Backups - Prevent from losing mission-critical data and metadata with automated backups and rapid recovery. 3) Prevent Human Erros - Empowers employees with the knowledge and skills to stay cyber secure at work and home by automating communications and simulate cyberthreats. 4) Stay Compliant - Simplifying the complex, time-consuming, and tedious process of becoming SOC2, PCI, or ISO 27001 compliant. Saasment easily integrates with all your cloud applications seamlessly.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Saasment SaaS Security?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.2/10)

#### Who Is the Company Behind Saasment SaaS Security?

- **Seller:** [Saasment](https://www.g2.com/sellers/saasment)
- **HQ Location:** N/A
- **LinkedIn® Page:** [linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9ec89a59c5560cce06967aa25f109578540e719c3fe6aac9abf23c1721c69af8&secure%5Burl%5D=https%3A%2F%2Flinkedin.com%2Fcompany%2Fsaasment%2F&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of Saasment SaaS Security?

**["Easy to use, perfect for small IT teams. Highly recommended."](https://www.g2.com/survey_responses/saasment-saas-security-review-4772999)**

**Rating:** 5.0/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/saasment-saas-security-review-4772999)

#### What Are G2 Users Discussing About Saasment SaaS Security?

- [Is McAfee a SaaS?](https://www.g2.com/discussions/is-mcafee-a-saas)
- [What is SaaS in network security?](https://www.g2.com/discussions/what-is-saas-in-network-security)
- [What is the requirement of SaaS to provide security?](https://www.g2.com/discussions/what-is-the-requirement-of-saas-to-provide-security)

### [AIceberg](https://www.g2.com/products/aiceberg/reviews)

AIceberg is an enterprise-grade AI security platform that provides real-time, automated validation of all AI application traffic, including speech, text, and source code. By implementing robust safety measures, AIceberg ensures that only use case-relevant AI interactions are permitted, preventing unsanctioned, unsuitable, or illegal content. The platform automatically redacts personal or sensitive information, maintaining user privacy. AIceberg's security features detect common AI cybersecurity threats such as prompt injection and jailbreaking, ensuring that security postures are always up to date. Additionally, the platform offers comprehensive compliance, transparency, and auditability through explainable, non-generative AI models, providing maximum accuracy and end-to-end auditability. Enterprise observability across all AI interactions allows organizations to understand common prompts, objectives, and intentions, enhancing user experience and providing valuable business intelligence.

#### Who Is the Company Behind AIceberg?

- **Seller:** [AIceberg](https://www.g2.com/sellers/aiceberg)
- **Year Founded:** 2022
- **HQ Location:** New York, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0d4980a5345b641b179f959432ad95a1e08088e03bd3cabea8e7c951c7816c30&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faiceberg&secure%5Burl_type%5D=linkedin_company_website)  
34 employees on LinkedIn®

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Spotlight Categories

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[Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

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Similar Categories

- [API Security](/categories/api-security)
- [Application Security Posture Management (ASPM)](/categories/application-security-posture-management-aspm)
- [Cloud Compliance](/categories/cloud-compliance)
- [Cloud Data Security](/categories/cloud-data-security)
- [Cloud Detection and Response (CDR)](/categories/cloud-detection-and-response-cdr)

- [Cloud Edge Security](/categories/cloud-edge-security)
- [Cloud File Security](/categories/cloud-file-security)
- [Cloud Infrastructure Entitlement Management (CIEM)](/categories/cloud-infrastructure-entitlement-management-ciem)
- [Cloud-Native Application Protection Platform (CNAPP)](/categories/cloud-native-application-protection-platform-cnapp)
- [Cloud Security Posture Management (CSPM)](/categories/cloud-security-posture-management-cspm)

- [Cloud Workload Protection Platforms](/categories/cloud-workload-protection-platforms)
- [Extended Detection and Response (XDR) Platforms](/categories/extended-detection-and-response-xdr-platforms)
- [SaaS Security Posture Management (SSPM) Solutions](/categories/saas-security-posture-management-sspm-solutions)
- [Secure Access Service Edge (SASE) Platforms](/categories/secure-access-service-edge-sase-platforms)
- [Secure Service Edge (SSE) Solutions](/categories/secure-service-edge-sse-solutions)

[Browse Cloud Security Monitoring and Analytics Themes](/categories/cloud-security-monitoring-and-analytics/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

Cloud security monitoring and analytics solutions are tools used to improve visibility and security monitoring across networks and cloud-based applications. The software can be used to monitor cloud-based applications, virtualized environments, and/or other cloud infrastructure. Furthermore, cloud security and analytics tools are used to identify potential risks and root them out to avoid impacting business-critical functions and prevent compliance violations and fines.

Cloud monitoring and analytics are typically performed by IT and security staff on a continual basis. Monitoring features help companies build an inventory of cloud assets and discover new ones as they are created or connected. Analytics features typically assist with examining risks associated with cloud environments, helping companies prioritize issues in order of impact. Other common features include user monitoring, sensitive data discovery, and security policy enforcement.

There is some overlap between cloud security monitoring and analytics software and [user and entity behavioral analysis (UEBA) software](https://www.g2.com/categories/user-and-entity-behavior-analytics-ueba). Both tools are designed to discover abnormalities and monitor user behavior, but UEBA solutions may be used either within the cloud or on premises and provide fewer overall security analysis features.

To qualify for inclusion in the Cloud Security Monitoring and Analytics category, a product must:

- Monitor files and data for activity and compliance
- Report on user activity and cloud security risks
- Detect abnormal behavior and/or anomalies to alert security teams

Show More