# Best AI Security Posture Management (AI-SPM) Tools Software

## How Many AI Security Posture Management (AI-SPM) Tools Software Products Does G2 Track?

**Total Products under this Category:** 47

### Category Stats (Aug 2026)

- **Average Rating:** 4.58/5 (↓0.03 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Harmonic Security (+1.4%) - Among all products in this category, Harmonic Security recorded the largest rating increase compared to last month

_Last updated: August 20, 2026_

## How Does G2 Rank AI Security Posture Management (AI-SPM) Tools Software Products?

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

- 30 Analysts and Data Experts
- 2,800+ Authentic Reviews
- 47+ 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 AI Security Posture Management (AI-SPM) Tools Software
 ![G2 Grid® for AI Security Posture Management (AI-SPM) Tools Software plotting products by satisfaction and market presence](https://www.g2.com/categories/ai-security-posture-management-ai-spm-tools/grids.png?focus%5B%5D=123609&focus%5B%5D=52233&focus%5B%5D=146504&focus%5B%5D=108767&focus%5B%5D=20461&focus%5B%5D=38091&focus%5B%5D=1234331)

Highlighted products: Orca Security, Microsoft Defender for Cloud, Wiz, Varonis Data Security Platform, Cortex Cloud, Saviynt, and LayerX Browser Security Platform.

Underlying data: [Grid® JSON](https://www.g2.com/categories/ai-security-posture-management-ai-spm-tools/grids.json?focus%5B%5D=orca-security&focus%5B%5D=microsoft-defender-for-cloud&focus%5B%5D=wiz-wiz&focus%5B%5D=varonis-data-security-platform&focus%5B%5D=cortex-cloud&focus%5B%5D=saviynt-saviynt&focus%5B%5D=layerx-browser-security-platform)

**Sponsored**

### ORION Security

ORION Security is a cybersecurity company that offers a new model for data loss prevention (DLP). Using proprietary AI agents that analyze data in motion and detect indicators of data loss, ORION delivers context-aware verdicts across every channel, including endpoints, browser, SaaS, email, and agentic AI workflows, without rules, policies, or manual tuning. The result is dramatically reduced overhead and false positives, and real incidents stopped before they become breaches. Security teams get total visibility, answers instead of alerts, and protection that continuously learns and evolves with their business. ORION's agentic DLP was built for how work happens now in the AI era. Data used to move through files and known endpoints; now it moves through prompts, chat interfaces, AI-generated outputs, and agent-to-agent actions, which are all surfaces legacy DLP was never built to watch. ORION serves B2B customers, primarily security teams and CISOs at enterprise companies in highly regulated industries such as healthcare and finance. Its customers include Alera Group, American Express Global Travel, and LinkedIn. The company's alliance and integration partners in the cybersecurity space include Grip, Microsoft Purview, Sentra, Torq, and Wiz. Based in New York City, with offices in Tel Aviv, Israel, ORION Security was founded in 2024 by CEO Nitay Milner, a former product leader at Cisco-acquired Epsagon, and CTO Jonathan Kreiner, a former application security leader at WalkMe. The company is backed by Norwest, PICO Venture Partners, Lama Partners, IBM, and others. In November 2025, ORION closed $32 million in funding, bringing total capital raised to $38 million.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=paid_promo&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1012469&secure%5Bchosen_at%5D=2026-08-25T09%3A33%3A04Z&secure%5Bmedium%5D=sponsored&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1747723&secure%5Bresource_id%5D=1012469&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fai-security-posture-management-ai-spm-tools&secure%5Btoken%5D=5a5c1d63f3f50ad8da49e6df157b4c243fd7362e79ace1ebfe3e04a08b144ce4&secure%5Burl%5D=https%3A%2F%2Fwww.orionsec.io%2F%3Futm_source%3Dg2%26utm_medium%3Ddirectory%26utm_campaign%3Ddirectory_placements%26utm_content%3Dblastra&secure%5Burl_type%5D=paid_promos)

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

The Orca Cloud Security Platform identifies, prioritizes, and remediates risks and compliance issues in workloads, configurations, and identities across your cloud estate spanning AWS, Azure, Google Cloud, Kubernetes, Alibaba Cloud, and Oracle Cloud. Orca offers the industry’s most comprehensive cloud security solution in a single platform — eliminating the need to deploy and maintain multiple point solutions. Orca is agentless-first, and connects to your environment in minutes using Orca’s patented SideScanning™ technology that provides deep and wide visibility into your cloud environment, without requiring agents. In addition, Orca can integrate with third-party agents for runtime visibility and protection for critical workloads. Orca is at the forefront of leveraging Generative AI for simplified investigations and accelerated remediation – reducing required skill levels and saving cloud security, DevOps, and development teams time and effort, while significantly improving security outcomes. As a Cloud Native Application Protection Platform (CNAPP), Orca consolidates many point solutions in one platform, including: CSPM, CWPP, CIEM, Vulnerability Management, Container and Kubernetes Security, DSPM, API Security, CDR, Multi-cloud Compliance, Shift Left Security, and AI-SPM.

**Average Rating:** 4.7/5.0

**Total Reviews:** 313

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

- **Seller:** [Orca Security](https://www.g2.com/sellers/orca-security)
- **Company Website:** orca.security
- **Year Founded:** 2019
- **HQ Location:** Portland, Oregon
- **Twitter:** @orcasec  
4,835 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=748783d01ede7f6257a73c5b241286a1a578863351af7d43122bbc25f576192b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F35573984%2F&secure%5Burl_type%5D=linkedin_company_website)  
515 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Security Engineer, CISO
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 54% Large, 36% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users highly value the **ease of use** of Orca Security, enabling quick setup and intuitive navigation.
- Users value the **great visibility** provided by Orca Security, enabling effective vulnerability management and prioritization of alerts.
- Users value the **agentless feature** and intuitive interface of Orca Security, enhancing their security management experience.
- Users praise the **visibility** provided by Orca Security, gaining comprehensive insights into their cloud environment effortlessly.
- Users praise Orca Security for its **comprehensive security features** , offering great visibility and ease of implementation.

##### Cons

- Users express concerns about **security vulnerabilities** , especially regarding API security and detection of vulnerable packages.
- Users experience **dashboard issues** like clutter, slow performance, and quirks that hinder efficient navigation and usability.
- Users face challenges with **delayed detection** of vulnerabilities, impacting timely response and troubleshooting efforts in Orca Security.
- Users report many **false positives** , complicating the assessment of actual vulnerabilities in Orca Security.
- Users note that the **reporting capabilities and customization options** of Orca Security need significant improvement.

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

**["Orca Adds Exposure Context That Makes Host Vulnerability Prioritization Easy"](https://www.g2.com/survey_responses/orca-security-review-13196396)**

**Rating:** 5.0/5.0 stars

_— Nelson A._

[Read full review](https://www.g2.com/survey_responses/orca-security-review-13196396)

**["Orca Makes Shadow Data Risks Obvious with Clear Sensitive Data Discovery"](https://www.g2.com/survey_responses/orca-security-review-13197840)**

**Rating:** 5.0/5.0 stars

_— Yagmi M._

[Read full review](https://www.g2.com/survey_responses/orca-security-review-13197840)

#### What Are G2 Users Discussing About Orca Security?

- [Where is Orca security based?](https://www.g2.com/discussions/where-is-orca-security-based) - 2 comments
- [How much does Orca security cost?](https://www.g2.com/discussions/how-much-does-orca-security-cost) - 1 comment
- [What is ORCA platform?](https://www.g2.com/discussions/what-is-orca-platform) - 1 comment
- [What does Orca Security do?](https://www.g2.com/discussions/what-does-orca-security-do) - 1 comment

### [Microsoft Defender for Cloud](https://www.g2.com/products/microsoft-defender-for-cloud/reviews)

Microsoft Defender for Cloud is a cloud native application protection platform for multicloud and hybrid environments with comprehensive security across the full lifecycle, from development to runtime.

**Average Rating:** 4.4/5.0

**Total Reviews:** 418

#### Who Is the Company Behind Microsoft Defender for Cloud?

- **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?

- **Who Uses This:** Saas Consultant, Software Engineer
- **Top Industries:** Information Technology and Services, Computer & Network Security
- **Company Size:** 38% Medium, 35% Large

#### What Do G2 Reviewers Say About Microsoft Defender for Cloud?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **robust security features** of Microsoft Defender for Cloud, effectively protecting against diverse cyber threats.
- Users appreciate the **comprehensive security** of Microsoft Defender for Cloud, effectively protecting against various cyber threats.
- Users praise the **robust security features** of Microsoft Defender for Cloud, enhancing threat detection and prevention effectively.
- Users appreciate the **security alerts** from Microsoft Defender for Cloud, enhancing their overall cloud security experience.
- Users value the **effective threat detection** of Microsoft Defender for Cloud, ensuring robust security for their cloud resources.

##### Cons

- Users find the **complexity of configuration** in Microsoft Defender for Cloud challenging, affecting their overall experience.
- Users note that while Microsoft Defender for Cloud is excellent, it can be **expensive for small to medium businesses**.
- Users experience **delayed detection** with Microsoft Defender for Cloud, often missing suspicious threats and alerts.
- Users experience **false positives** in Microsoft Defender for Cloud, leading to confusion over legitimate files being flagged.
- Users find the **complex interface and downtimes** of Microsoft Defender for Cloud detracting from its overall usability.

#### What Are Recent G2 Reviews of Microsoft Defender for Cloud?

**["Attack Path Analysis That Makes Cloud Risk Actionable"](https://www.g2.com/survey_responses/microsoft-defender-for-cloud-review-13226026)**

**Rating:** 4.5/5.0 stars

_— Adrie B._

[Read full review](https://www.g2.com/survey_responses/microsoft-defender-for-cloud-review-13226026)

**["All-in-One Security Visibility and Strong Threat Protection Across Hybrid and Multi-Cloud"](https://www.g2.com/survey_responses/microsoft-defender-for-cloud-review-13184116)**

**Rating:** 4.5/5.0 stars

_— DEEPAK M._

[Read full review](https://www.g2.com/survey_responses/microsoft-defender-for-cloud-review-13184116)

#### What Are G2 Users Discussing About Microsoft Defender for Cloud?

- [What is Microsoft Defender for Cloud used for?](https://www.g2.com/discussions/what-is-microsoft-defender-for-cloud-used-for) - 1 comment
- [What are the three security services provided by Windows Azure?](https://www.g2.com/discussions/what-are-the-three-security-services-provided-by-windows-azure) - 2 comments
- [What is Azure security management?](https://www.g2.com/discussions/what-is-azure-security-management) - 1 comment
- [Is Azure security Center a SIEM?](https://www.g2.com/discussions/is-azure-security-center-a-siem) - 1 comment, 1 upvote
- [How does Azure provide security?](https://www.g2.com/discussions/how-does-azure-provide-security)

### [Wiz](https://www.g2.com/products/wiz-wiz/reviews)

Wiz transforms cloud security for customers – including more than 50% of the Fortune 100 – by enabling a new operating model. With Wiz, organizations can democratize security across the development lifecycle, empowering them to build fast and securely. Its Cloud Native Application Protection Platform (CNAPP) consolidates CSPM, KSPM, CWPP, Vulnerability management, IaC scanning, CIEM, DSPM into a single platform. Wiz drives visibility, risk prioritization, and business agility. Protecting Your Cloud Environments Requires a Unified, Cloud Native Platform. Wiz connects to every cloud environment, scans every layer, and covers every aspect of your cloud security - including elements that normally require installing agents. Its comprehensive approach has all of these cloud security solutions built in. Hundreds of organizations worldwide, including 50 percent of the Fortune 100, to rapidly identify and remove critical risks in cloud environments. Its customers include Salesforce, Slack, Mars, BMW, Avery Dennison, Priceline, Cushman & Wakefield, DocuSign, Plaid, and Agoda, among others. Wiz is backed by Sequoia, Index Ventures, Insight Partners, Salesforce, Blackstone, Advent, Greenoaks, Lightspeed and Aglaé. Visit https://www.wiz.io for more information.

**Average Rating:** 4.7/5.0

**Total Reviews:** 841

#### Who Is the Company Behind Wiz?

- **Seller:** [Wiz](https://www.g2.com/sellers/wiz-76a0133b-42e5-454e-b5da-860e503471db)
- **Company Website:** www.wiz.io
- **Year Founded:** 2020
- **HQ Location:** New York, US
- **Twitter:** @wiz\_io  
24,733 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fc8f5e9bf3787dc70dd506314d2a37e0cc0ea32fb3ecf53e678c506b7e53eff0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fwizsecurity%2F&secure%5Burl_type%5D=linkedin_company_website)  
3,383 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** CISO, Security Engineer
- **Top Industries:** Financial Services, Computer Software
- **Company Size:** 53% Large, 39% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **robust APIs and user-friendly UI** , appreciating ongoing improvements and a wealth of insightful issues.
- Users value the **continuous enhancement of security features** by Wiz, appreciating the support and innovation in their tool.
- Users appreciate the **ease of use** of Wiz, benefiting from its user-friendly interface and seamless integration.
- Users value the **comprehensive visibility** Wiz provides, enhancing security and prioritizing essential aspects of their cloud environment.
- Users appreciate the **easy setup** of Wiz, enabling a quick and seamless integration into their workflows.

##### Cons

- Users find a significant **learning curve** in mastering Wiz's extensive features, which can hinder initial usage.
- Users find the **feature limitations** of Wiz frustrating, especially with complex management and reporting challenges.
- Users note that **improvement is needed** for laggy query responses and better dashboard reporting capabilities.
- Users identify **improvements needed** in dashboard reporting and feature streamlining for better usability and budgeting.
- Users find the **interface overwhelming** initially, facing a steep learning curve and complex licensing issues.

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

**["Unmatched Security Insights, Excellent Reporting, and Strong Post-Sales Support"](https://www.g2.com/survey_responses/wiz-review-13153618)**

**Rating:** 5.0/5.0 stars

_— Alastair J._

[Read full review](https://www.g2.com/survey_responses/wiz-review-13153618)

**["Excellent Cloud Risk Visibility and Fast Insights with Wiz"](https://www.g2.com/survey_responses/wiz-review-12964571)**

**Rating:** 4.5/5.0 stars

_— Ruben F._

[Read full review](https://www.g2.com/survey_responses/wiz-review-12964571)

### [Varonis Data Security Platform](https://www.g2.com/products/varonis-data-security-platform/reviews)

Varonis is a leading data and AI security platform that helps enterprise organizations safely connect AI to sensitive data without compromising security and trust. By putting data at the center of security, Varonis delivers automated visibility, continuous risk reduction, and human and non-human identity threat detection across SaaS, multi-cloud, and on-prem environments. With rapid deployment, autonomous remediation, and 24x7 MDDR, Varonis helps security teams significantly reduce risk and safely scale AI with confidence.

**Average Rating:** 4.6/5.0

**Total Reviews:** 88

#### Who Is the Company Behind Varonis Data Security Platform?

- **Seller:** [Varonis](https://www.g2.com/sellers/varonis)
- **Company Website:** www.varonis.com
- **Year Founded:** 2005
- **HQ Location:** New York, US
- **Twitter:** @varonis  
6,400 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=169bb1fa79f60501fda9bd04d2e9d377f6defb89386efeecfb4ff24bb30caab0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvaronis&secure%5Burl_type%5D=linkedin_company_website)  
2,798 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Financial Services, Manufacturing
- **Company Size:** 64% Large, 32% Medium

#### What Do G2 Reviewers Say About Varonis Data Security Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **complete visibility** Varonis provides into sensitive data, enhancing proactive security measures and alerting features.
- Users value the **clear visibility and proactive protection** of Varonis, simplifying compliance and minimizing risk effectively.
- Users value the **complete visibility** Varonis provides into sensitive data, enhancing proactive threat detection and data protection.
- Users appreciate the **complete visibility and robust data protection** Varonis provides, enhancing cybersecurity and compliance efforts.
- Users value the **user-friendly management features** of Varonis, making cybersecurity navigation and implementation seamless.

##### Cons

- Users report that the **complexity of setup and management** can overwhelm teams, especially in smaller organizations.
- Users face a challenging **learning curve** during initial setup, requiring time to grasp the platform's numerous features.
- Users find the **learning difficulty** of Varonis challenging, requiring considerable time to master its numerous features.
- Users often find the **cost to be prohibitively high** , particularly for smaller and mid-market organizations.
- Users note that the **initial setup is complex** and requires substantial time and effort to manage effectively.

#### What Are Recent G2 Reviews of Varonis Data Security Platform?

**["The best experience with Varonis Data Security Platform"](https://www.g2.com/survey_responses/varonis-data-security-platform-review-8137807)**

**Rating:** 5.0/5.0 stars

_— Jean-Baptiste F._

[Read full review](https://www.g2.com/survey_responses/varonis-data-security-platform-review-8137807)

**["Varonis Saves Months of Compliance Work with Powerful Keyword Search and Helpful Support"](https://www.g2.com/survey_responses/varonis-data-security-platform-review-12798879)**

**Rating:** 4.5/5.0 stars

_— Douglas W._

[Read full review](https://www.g2.com/survey_responses/varonis-data-security-platform-review-12798879)

#### What Are G2 Users Discussing About Varonis Data Security Platform?

- [Is Varonis a reliable source?](https://www.g2.com/discussions/is-varonis-a-reliable-source)
- [Does Varonis use agents?](https://www.g2.com/discussions/does-varonis-use-agents)
- [What does Varonis DatAdvantage do?](https://www.g2.com/discussions/what-does-varonis-datadvantage-do)

## FAQs About AI Security Posture Management (AI-SPM) Tools Software

Generated using AI

Last updated: June 3, 2026

### AI-Security Posture Management platforms with contextual analysis identifying cloud misconfigurations across infrastructure

According to verified users, platforms in this category are valued for giving teams unified visibility into cloud assets, workloads, identities, exposed data, and misconfigurations, then adding context so remediation can be prioritized. Recent reviewers repeatedly describe correlation across issues such as vulnerabilities, toxic combinations, exposed secrets, risky data sharing, and shadow AI or shadow IT activity. The strongest pattern is not just finding problems, but helping security, cloud, and engineering teams understand which findings represent meaningful business risk. Buyers also mention agentless or low-friction deployment, broad environment coverage, and reporting that supports both technical investigation and higher-level security oversight.

### AI-Security Posture Management platforms specializing in detecting toxic access combinations across environments

According to verified users, detection of toxic access combinations matters because isolated findings often look low risk until they are connected. Recent reviews describe value in correlating identities, permissions, exposed assets, configurations, and sensitive data paths so teams can see where access creates an exploitable chain. Buyers highlight this especially in multi-cloud environments where security data is often fragmented across teams and tools. Reviewers also connect this capability to faster triage, clearer investigation paths, and better remediation focus. In practice, the platforms that stand out help teams move beyond raw alerts and understand how combined access conditions can increase exposure across cloud services, SaaS usage, and AI-related workflows.

### AI-Security Posture Management platforms avoiding alert fatigue while maintaining comprehensive cloud visibility

According to verified users, alert fatigue is a real challenge in this category, especially during onboarding or first scans of legacy environments. Recent reviews repeatedly mention large volumes of findings when platforms uncover forgotten assets, misconfigurations, exposed databases, redundant services, or shadow tools. What buyers value most is comprehensive visibility paired with prioritization that adds business context, not just more alerts. Reviewers describe better outcomes when platforms correlate findings, rank issues by likely impact, and help teams tune policies over time. That balance lets organizations preserve broad visibility across cloud, SaaS, browser, and AI activity while focusing security effort on the issues most likely to require immediate action.

### What are the most important features in AI Security Posture Management (AI-SPM) Tools Software

According to verified users, the most important features include broad visibility across cloud, SaaS, browser, and AI environments; contextual prioritization of risk; and low-friction deployment that does not disrupt production workflows. Recent reviews also emphasize discovery of shadow AI and shadow IT, monitoring of prompts or data sharing, identification of exposed secrets and toxic combinations, and reporting that supports both remediation and governance. Buyers frequently mention value from integrations with existing workflows, support for engineering and security collaboration, and controls that guide safer usage instead of simply blocking activity. Strong products in this category help teams understand exposure quickly and act on it without adding major operational overhead.

### How do teams use AI Security Posture Management (AI-SPM) Tools for shadow AI

According to verified users, teams commonly use these tools to discover unsanctioned AI usage, understand how employees interact with AI services, and reduce the chance of sensitive information being shared in prompts, files, or browser sessions. Recent reviews describe organizations using them to identify unknown AI tools, enforce approved-use policies, guide users toward safer platforms, and add guardrails that support productivity without fully blocking work. Buyers also mention using these tools to investigate risky activity, improve governance, and give security teams clearer oversight of AI adoption across departments. In practice, shadow AI use cases center on visibility, policy enforcement, and protecting confidential data while still enabling teams to benefit from AI workflows.

### [Cortex Cloud](https://www.g2.com/products/cortex-cloud/reviews)

Cortex Cloud by Palo Alto Networks, the next version of Prisma Cloud, understands a unified security approach is essential for effectively addressing AppSec, CloudSec, and SecOps. Connecting cloud security and SOC workflows enables teams to achieve holistic visibility, trace risk across the lifecycle, and correlate real-time threat activity with development and runtime contexts. Cortex Cloud is a unified platform built on three core pillars: data integration, AI-driven intelligence, and automation. Now you can safeguard applications, data, and infrastructure across multicloud and hybrid environments with a unified data model that consolidates telemetry from code, runtime, identity, and endpoints, all into a single data source. Empower teams with precise, AI-powered insights and 2200+ machine learning models to identify and stop zero-day threats with real-time advanced threat detection and response. And automate with 1000+ prebuilt playbooks across your cloud stack to reduce manual workloads, accelerate remediations, and cut response times tenfold. Cortex Cloud delivers more than tools—it transforms how organizations secure their cloud environments.

**Average Rating:** 4.1/5.0

**Total Reviews:** 125

#### Who Is the Company Behind Cortex Cloud?

- **Seller:** [Palo Alto Networks](https://www.g2.com/sellers/palo-alto-networks)
- **Company Website:** www.paloaltonetworks.com
- **Year Founded:** 2005
- **HQ Location:** Santa Clara, CA
- **Twitter:** @PaloAltoNtwks  
128,951 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=283fa006a7b7db5565e608e4d1bc1dafae45bdf4b312f2cd5bb208ac9271f81d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F30086%2F&secure%5Burl_type%5D=linkedin_company_website)  
22,313 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer & Network Security
- **Company Size:** 38% Large, 32% Medium

#### What Do G2 Reviewers Say About Cortex Cloud?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Cortex Cloud, benefiting from its streamlined interface and centralized management.
- Users value the **user-friendly interface and seamless integrations** of Cortex Cloud, enhancing efficiency and incident management.
- Users value the **comprehensive security overview** of Cortex Cloud, enhancing protection across all environments and stages.
- Users value the **comprehensive visibility** provided by Cortex Cloud, enhancing efficiency and simplifying incident management.
- Users appreciate the **secure and centralized cloud integration** of Cortex Cloud, enhancing efficiency and organization in their processes.

##### Cons

- Users find Cortex Cloud to be **expensive** , particularly challenging for smaller teams with limited budgets.
- Users find the **difficult learning curve** of Cortex Cloud frustrating, especially for beginners navigating its features.
- Users face a **steep learning curve** with Cortex Cloud, as some features are not intuitive for beginners.
- Users find the **pricing issues** with Cortex Cloud significant, especially affecting smaller teams considering affordability.
- Users find the **complex setup** of Cortex Cloud challenging, especially for newcomers without prior experience.

#### What Are Recent G2 Reviews of Cortex Cloud?

**["Cortex Cloud earned it's place before every release."](https://www.g2.com/survey_responses/cortex-cloud-review-13089470)**

**Rating:** 5.0/5.0 stars

_— Johanna K._

[Read full review](https://www.g2.com/survey_responses/cortex-cloud-review-13089470)

**["Cortex Cloud Unifies Cloud Security with Real-Time Protection and Smart Prioritization"](https://www.g2.com/survey_responses/cortex-cloud-review-12997786)**

**Rating:** 4.0/5.0 stars

_— Galateya M._

[Read full review](https://www.g2.com/survey_responses/cortex-cloud-review-12997786)

### [Saviynt](https://www.g2.com/products/saviynt-saviynt/reviews)

Saviynt helps organizations transform their organization with identity security. Our AI-first platform enables enterprises to secure every identity — human, non-human, and AI — within any application and in any environment. With Saviynt, organizations strengthen their identity security posture, streamline operations, and ensure that every user has the right access at the right time. The Saviynt Identity Platform unifies identity governance (IGA), application access, cloud security, and privileged account management into a single, end-to-end platform. And, with our AI-powered recommendation engine, application onboarding, and more, users are empowered to make faster, smarter, data-driven decisions. In turn, organizations enjoy lower risk, complete visibility and governance, reduced total cost of ownership, and much more throughout their entire identity security program.

**Average Rating:** 4.4/5.0

**Total Reviews:** 79

#### Who Is the Company Behind Saviynt?

- **Seller:** [Saviynt](https://www.g2.com/sellers/saviynt)
- **Company Website:** www.saviynt.com
- **Year Founded:** 2010
- **HQ Location:** El Segundo, US
- **Twitter:** @saviynt  
1,242 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=88de985ac10b938da209908c6bdd4dc964323b25e95705ae7b7c587133c0ff2e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsaviynt&secure%5Burl_type%5D=linkedin_company_website)  
1,662 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Oil & Energy
- **Company Size:** 80% Large, 5% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users commend Saviynt for its **exceptional ease of use** , enabling efficient task performance with minimal training required.
- Users value the **exceptional functionality** of Saviynt, appreciating its ease of use and regular updates.
- Users commend the **easy setup** of Saviynt, enabling quick configuration and enhancing overall workflow efficiency.
- Users value the **24/7 customer support** from Saviynt, ensuring prompt assistance for product-related issues.
- Users value the **seamless integration** with various tools, enhancing collaboration and efficiency across platforms.

##### Cons

- Users find the **difficult learning** curve with Saviynt due to its complicated UX and confusing forms.
- Users find a **lack of features** in Saviynt, particularly regarding customization and support for specific functionalities.
- Users find **limited features** in Saviynt, including inflexible SavRoles and challenges with upgrades affecting functionality.
- Users are frustrated by the **poor interface design** , making setup and navigation unnecessarily complicated and confusing.
- Users find the **complex setup** of Saviynt challenging, impacting ease of use and flexibility in adoption.

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

**["Most Reliable Identity and Access Management (IAM) system"](https://www.g2.com/survey_responses/saviynt-review-10680565)**

**Rating:** 5.0/5.0 stars

_— Praveen Kumar G._

[Read full review](https://www.g2.com/survey_responses/saviynt-review-10680565)

**["My experience with this product is mixed, as I have observed both significant improvement & some gap"](https://www.g2.com/survey_responses/saviynt-review-12607406)**

**Rating:** 4.0/5.0 stars

_— sugandh j._

[Read full review](https://www.g2.com/survey_responses/saviynt-review-12607406)

### [LayerX Browser Security Platform](https://www.g2.com/products/layerx-browser-security-platform/reviews)

LayerX pioneers the only user-first browser security platform. The browser today is the nerve center of the modern enterprise, acting as the key workspace as well as the single intersection point of the on-prem and cloud environments. LayerX secures this mission-critical interface with real-time monitoring and governance over users’ activities on the web to any commercial browser , protecting enterprise’s applications, data, and devices from web-born threats and browsing risks.

**Average Rating:** 4.9/5.0

**Total Reviews:** 31

#### Who Is the Company Behind LayerX Browser Security Platform?

- **Seller:** [LayerX Security](https://www.g2.com/sellers/layerx-security)
- **Year Founded:** 2021
- **HQ Location:** Tel Aviv, IL
- **Twitter:** @LayerxSecurity  
211 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0665e33aa38a618dd14824065a71ea9dce04b0933df0231bd30f9d85f99f203a&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flayerx-security&secure%5Burl_type%5D=linkedin_company_website)  
113 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 55% Small, 26% Large

#### What Are Recent G2 Reviews of LayerX Browser Security Platform?

**["Clear Browser Activity Visibility with Easy, Actionable Alerts"](https://www.g2.com/survey_responses/layerx-browser-security-platform-review-12911650)**

**Rating:** 5.0/5.0 stars

_— Adam S._

[Read full review](https://www.g2.com/survey_responses/layerx-browser-security-platform-review-12911650)

**["Outstanding AI Visibility and Guardrails for Safer Employee Use"](https://www.g2.com/survey_responses/layerx-browser-security-platform-review-12904089)**

**Rating:** 5.0/5.0 stars

_— Louise M._

[Read full review](https://www.g2.com/survey_responses/layerx-browser-security-platform-review-12904089)

### [Securiti](https://www.g2.com/products/securiti/reviews)

Securiti is the pioneer of the DataAI Command Center, a centralized platform that enables the safe use of data and GenAI. It provides unified data intelligence, controls and orchestration across hybrid multicloud environments. Large global enterprises rely on Securiti's Data Command Center for data security, privacy, governance, and compliance. Securiti has been recognized with numerous industry and analyst awards, including "Most Innovative Startup" by RSA, "Top 25 Machine Learning Startups" by Forbes, "Most Innovative AI Companies'' by CB Insights, "Cool Vendor in Data Security" by Gartner, and "Privacy Management Wave Leader'' by Forrester. For more information, please follow us on LinkedIn and visit Securiti.ai.

**Average Rating:** 4.6/5.0

**Total Reviews:** 110

#### Who Is the Company Behind Securiti?

- **Seller:** [Veeam](https://www.g2.com/sellers/veeam)
- **Company Website:** www.veeam.com
- **Year Founded:** 2006
- **HQ Location:** Kirkland, WA
- **Twitter:** @veeam  
51,541 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=646272071be15a290cbdd4111d9e0c5f0602e8e08def93b7c41f45cc526a2956&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fveeam-software%2F&secure%5Burl_type%5D=linkedin_company_website)  
7,174 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Banking
- **Company Size:** 58% Large, 22% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Securiti, benefiting from its straightforward setup and intuitive interface.
- Users commend the **professional and responsive customer support** of Securiti, enhancing their overall experience with the tool.
- Users praise Securiti for its **user-friendly interface and innovative features** that streamline privacy management seamlessly.
- Users value the **responsive and helpful support** from Securiti, enhancing collaboration and operational efficiency.
- Users appreciate Securiti's **robust automation** for privacy tasks, enhancing efficiency and ensuring compliance effortlessly.

##### Cons

- Users report that Securiti's **complexity** can lead to challenging configurations and a steep learning curve for effective use.
- Users face a **steep learning curve** with Securiti, requiring significant training to navigate its complex features effectively.
- Users find the **implementation issues** of Securiti time-consuming and complex, requiring significant expertise and coordination.
- Users find the **complexity issues** of Securiti can complicate implementation and require significant expertise.
- Users find the **learning difficulty** of Securiti frustrating, requiring extensive training to fully utilize its features.

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

**["Securiti.ai Delivers a True Control Center for Privacy, Governance & AI Risk"](https://www.g2.com/survey_responses/securiti-review-13128698)**

**Rating:** 5.0/5.0 stars

_— Chahat Raj K._

[Read full review](https://www.g2.com/survey_responses/securiti-review-13128698)

**["Unified Data Security and Privacy Platform That Simplifies Compliance and AI Governance"](https://www.g2.com/survey_responses/securiti-review-13280103)**

**Rating:** 4.5/5.0 stars

_— Atharva S._

[Read full review](https://www.g2.com/survey_responses/securiti-review-13280103)

#### What Are G2 Users Discussing About Securiti?

- [What are the examples of security software?](https://www.g2.com/discussions/what-are-the-examples-of-security-software)
- [What security features mean?](https://www.g2.com/discussions/what-security-features-mean)
- [What does a security software do?](https://www.g2.com/discussions/what-does-a-security-software-do)
- [What are examples of security features?](https://www.g2.com/discussions/what-are-examples-of-security-features)

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

Harmonic Security is an AI Governance and Control (AIGC) platform that helps enterprise security teams manage, monitor, and enforce data protection policies across employee use of generative AI tools. Designed for organizations navigating widespread AI adoption, the platform provides real-time visibility and inline controls over what data employees share with AI applications — without blocking productivity or pushing usage underground. As employees increasingly rely on tools like ChatGPT, Claude, Perplexity, Canva AI, and other AI assistants in their daily work, sensitive data such as source code, financial projections, customer records, and confidential deal terms routinely enters these systems. Harmonic addresses this by analyzing the actual content and context of every prompt and interaction across browsers, desktop applications, and agentic workflows — including MCP servers — before data leaves the organization. The platform uses 25+ proprietary Small Language Models (SLMs) purpose-built to understand user intent and domain-specific context (such as legal discourse, M&A activity, or protected health information) with ~200ms latency, without training on customer data. This allows security teams to apply contextual, intent-aware controls rather than relying solely on keyword matching or blanket blocking policies. Harmonic Security is designed for security leaders in mid-market and enterprise organizations who need to enable AI adoption at scale without increasing data exposure risk. Customers have reported a 300% increase in AI tool usage alongside a 72% reduction in sensitive data exposure within 90 days of deployment. Explore Harmonic Security for yourself: https://explore.harmonic.security/

**Average Rating:** 4.6/5.0

**Total Reviews:** 9

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

- **Seller:** [Harmonic Security](https://www.g2.com/sellers/harmonic-security)
- **Year Founded:** 2023
- **HQ Location:** San Francisco, California
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=638427b7b1c418c1ca88e3b74068630a81d4053ecf30f93a1602cc37797d225b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fharmonic-security%2F&secure%5Burl_type%5D=linkedin_company_website)  
63 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 56% Medium, 22% Large

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

**["Strong Real-Time Visibility and Control for Secure AI Adoption"](https://www.g2.com/survey_responses/harmonic-security-review-13281845)**

**Rating:** 4.5/5.0 stars

_— LOKESH G._

[Read full review](https://www.g2.com/survey_responses/harmonic-security-review-13281845)

**["AI-Native Security That Enables Confident Enterprise AI Adoption"](https://www.g2.com/survey_responses/harmonic-security-review-13280085)**

**Rating:** 5.0/5.0 stars

_— Atharva S._

[Read full review](https://www.g2.com/survey_responses/harmonic-security-review-13280085)

### [CrowdStrike Falcon Cloud Security](https://www.g2.com/products/crowdstrike-falcon-cloud-security/reviews)

Crowdstrike Falcon Cloud Security is the only CNAPP to stop breaches in the cloud Built for today’s hybrid and multi-cloud environments, Falcon Cloud Security protects the entire cloud attack surface - from code to runtime - by combining continuous agentless visibility with real-time detection and response. At runtime, Falcon Cloud Security delivers best-in-class cloud workload protection and real-time cloud detection and response (CDR) to stop active threats across hybrid environments. Integrated with the CrowdStrike Falcon platform, it correlates signals across endpoint, identity, and cloud to detect sophisticated cross-domain attacks that point solutions miss—enabling teams to respond faster and stop breaches in progress. To reduce risk before attacks occur, Falcon Cloud Security also delivers agentless-driven posture management that proactively shrinks the cloud attack surface. Unlike typical solutions, Crowdstrike enriches cloud risk detections with adversary intelligence and graph-based context, enabling security teams to prioritize exploitable exposures and prevent breaches before they happen. Customers using Falcon Cloud Security consistently see measurable results: 89% faster cloud detection and response 100x reduction in false positives by prioritizing exploitable, business-critical risk 83% reduction in cloud security licenses due to elimination of redundant tools

**Average Rating:** 4.5/5.0

**Total Reviews:** 192

#### Who Is the Company Behind CrowdStrike Falcon Cloud Security?

- **Seller:** [CrowdStrike](https://www.g2.com/sellers/crowdstrike)
- **Company Website:** www.crowdstrike.com
- **Year Founded:** 2011
- **HQ Location:** Sunnyvale, CA
- **Twitter:** @CrowdStrike  
110,809 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f13dce0bc1628ccb762ed9d5acb4e0f0998a717639b903c3d3a271ef1da6ad7b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2497653%2F&secure%5Burl_type%5D=linkedin_company_website)  
11,343 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 50% Large, 33% Medium

#### What Do G2 Reviewers Say About CrowdStrike Falcon Cloud Security?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **real-time threat detection** of CrowdStrike Falcon Cloud Security, enhancing their protection in cloud environments.
- Users value the **real-time threat detection** of CrowdStrike Falcon Cloud Security, enhancing their cloud security management significantly.
- Users value the **real-time detection efficiency** of CrowdStrike Falcon Cloud Security for enhanced cloud threat management.
- Users value the **real-time vulnerability detection** of CrowdStrike Falcon Cloud Security, enhancing proactive risk management and security.
- Users appreciate the **ease of use** of CrowdStrike Falcon Cloud Security, making it a top choice for cloud cybersecurity.

##### Cons

- Users find CrowdStrike Falcon Cloud Security to be **expensive** , particularly challenging for small businesses with budget constraints.
- Users face issues with **alert fatigue and response lag** , calling for improved prioritization and better support resources.
- Users experience **alert fatigue** and desire improved response times and better training resources for CrowdStrike Falcon.
- Users find the **feature complexity** of CrowdStrike Falcon Cloud Security can overwhelm new users and necessitate a learning curve.
- Users report a challenging **learning curve** with CrowdStrike Falcon, especially for those unfamiliar with similar tools.

#### What Are Recent G2 Reviews of CrowdStrike Falcon Cloud Security?

**["Cuts Through the Noise with Actionable, Context-Rich Findings"](https://www.g2.com/survey_responses/crowdstrike-falcon-cloud-security-review-13122457)**

**Rating:** 4.5/5.0 stars

_— Sai G._

[Read full review](https://www.g2.com/survey_responses/crowdstrike-falcon-cloud-security-review-13122457)

**["Unified Cloud Visibility and Real-Time Threat Detection in One Falcon Platform"](https://www.g2.com/survey_responses/crowdstrike-falcon-cloud-security-review-13337929)**

**Rating:** 5.0/5.0 stars

_— Kanga Y._

[Read full review](https://www.g2.com/survey_responses/crowdstrike-falcon-cloud-security-review-13337929)

### [Airia](https://www.g2.com/products/airia/reviews)

Airia is the enterprise AI platform built to help organizations take control of AI at scale. AI is moving fast. Enterprises are deploying models, building agents, and automating workflows across every part of the business. Most have no unified way to see it, secure it, or govern it. The result is ungoverned AI sprawl, compounding risk, and little visibility into what AI is actually doing. Airia solves that. The platform unifies AI security, AI governance, and AI orchestration in a single, purpose-built solution. Organizations use Airia to detect and defend against AI-specific threats like prompt injection, data leakage, and shadow AI, enforce granular policies and controls that keep AI behavior trustworthy and accountable, and orchestrate models and agents across complex multi-step workflows. Every capability is designed to work together, so security, governance, and operations teams are finally working from the same picture. Airia was built AI-native from day one. That means AI isn't bolted on. It's embedded throughout the architecture, continuously monitoring model and agent behavior, enforcing policy at runtime, and surfacing the risks that matter before they become incidents. Trusted by 500+ enterprise customers worldwide, Airia gives organizations the confidence to scale AI broadly without sacrificing control, compliance, or security.

**Average Rating:** 4.7/5.0

**Total Reviews:** 29

#### Who Is the Company Behind Airia?

- **Seller:** [Airia](https://www.g2.com/sellers/airia)
- **Year Founded:** 2023
- **HQ Location:** Atlanta, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2e72ccb5d39d7635db6306f1195850dd0f9abdcec41fd75dcf090dc118f70c3f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fairia-enterprise-ai-simplified%2F&secure%5Burl_type%5D=linkedin_company_website)  
173 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 52% Medium, 28% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Airia, enabling quick deployment and a seamless experience for their teams.
- Users highlight the **exceptional customer support** of Airia, noting responsiveness and a genuine investment in user success.
- Users appreciate the **easy setup** of Airia, allowing quick implementation and flexible agent creation with excellent support.
- Users appreciate the **integrated chat feature** of Airia, making it easy to deploy AI solutions effortlessly.
- Users benefit from the **high deployment efficiency** of Airia, simplifying AI integration across businesses with strong support.

##### Cons

- Users experience **access limitations** due to fewer integrations and lacking robust security roles compared to competitors.
- Users often face **call quality issues** that can disrupt communication, though support is responsive and helpful.
- Users report occasional **dependency issues** with API calls failing, though support and documentation improvements are helpful.
- Users often face a **steep learning curve** with Airia, making it difficult to navigate industry-specific features.
- Users note the **limited features** of Airia, particularly regarding fewer integrations compared to competitors and lacking RBAC functionality.

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

**["Secure, Easy-to-Use Platform That Accelerates Enterprise AI Adoption"](https://www.g2.com/survey_responses/airia-review-13227173)**

**Rating:** 4.0/5.0 stars

_— Atharva S._

[Read full review](https://www.g2.com/survey_responses/airia-review-13227173)

**["Centralized AI Workflows That Scale Across Teams"](https://www.g2.com/survey_responses/airia-review-13229704)**

**Rating:** 4.5/5.0 stars

_— LOKESH G._

[Read full review](https://www.g2.com/survey_responses/airia-review-13229704)

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

Entro Security governs every AI agent, every non-human identity, and every action they take. As enterprises deploy autonomous AI at scale, Entro delivers the control plane they lack, discovering shadow AI, mapping MCP servers, and stopping agentic threats before they execute. From intent manipulation to rogue MCPs, Entro's AI Detection and Response (AIDR) secures the full lifecycle of agent-driven activity. With Agentic Governance Architecture (AGA), Entro enforces real-time policy, least-privilege access, and full accountability across all agents and NHIs, ensuring every action is visible, governed, and compliant. Trusted by Fortune 500 enterprises, Entro has received numerous acknowledgments and recognitions, including Gartner® Cool Vendor™ within months of founding, CRN Stellar Startup, KuppingerCole Rising Star, and Sinet16 innovation award.

**Average Rating:** 4.7/5.0

**Total Reviews:** 22

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

- **Seller:** [Entro Security](https://www.g2.com/sellers/entro-security)
- **Company Website:** entro.security
- **Year Founded:** 2022
- **HQ Location:** Cambridge, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a78967d494f75c9e4f01467d4aa31598ffd070050537144da52f163cf07e1002&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fentro-security&secure%5Burl_type%5D=linkedin_company_website)  
64 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 68% Large, 23% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **easy integrations** with existing systems, enhancing their workflow efficiency and security visibility.
- Users appreciate the **near real-time visibility** and monitoring capabilities of Entro Security, enhancing risk management and workflow efficiency.
- Users value the **exceptional visibility and control** Entro Security provides for non-human identities and secrets management.
- Users value the **clear visibility** offered by Entro Security for effective secrets discovery and identity governance.
- Users find Entro Security **extremely helpful** for secrets discovery and improving efficiency through robust features and support.

##### Cons

- Users find **limited features** in Entro Security, particularly with multi-tenancy and reduced documentation accessibility.
- Users find the **complexity** of Entro Security challenging, necessitating a learning curve to use its full potential.
- Users find the **policy limitations** restrictive, as backend control hampers flexibility in managing configurations like notifications.
- Users face **poor customer support** , struggling with limited RBAC features and recent documentation removal complicating their experience.
- Users note a **learning curve** with Entro Security, making it challenging to utilize all its robust features effectively.

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

**["Entro Maps Exposed Secrets to Owners for Faster Remediation"](https://www.g2.com/survey_responses/entro-security-review-13270757)**

**Rating:** 5.0/5.0 stars

_— Nirmal K._

[Read full review](https://www.g2.com/survey_responses/entro-security-review-13270757)

**["Contextual NHI Visibility That Accelerates Secret Remediation"](https://www.g2.com/survey_responses/entro-security-review-13239467)**

**Rating:** 4.5/5.0 stars

_— Aswindev P._

[Read full review](https://www.g2.com/survey_responses/entro-security-review-13239467)

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

Nudge Security is a security governance solution that helps IT and security teams take control of shadow AI, SaaS sprawl, and identity security risks. Through unrivaled discovery capabilities, AI-driven risk insights, and behavioral science-based user engagement, Nudge Security make security a natural part of how modern work gets done rather than an obstacle to innovation.

**Average Rating:** 4.6/5.0

**Total Reviews:** 31

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

- **Seller:** [Nudge Security](https://www.g2.com/sellers/nudge-security)
- **Company Website:** www.nudgesecurity.com
- **Year Founded:** 2022
- **HQ Location:** Austin, Texas, United States
- **Twitter:** @nudge\_security  
449 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=22988fb2d8b44ec46bb39eb2e40849df1c57440622540df2839ef87bb5876ec8&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnudge-security&secure%5Burl_type%5D=linkedin_company_website)  
55 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 75% Medium, 16% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **intuitive user interface** of Nudge Security, enabling efficient navigation and management of extensive information.
- Users appreciate the **high-level security** of Nudge Security, ensuring safe operations and effective threat detection.
- Users appreciate the **swift deployment** of Nudge Security, enabling quick visibility and immediate benefits across their SaaS estate.
- Users appreciate the **high-level malware protection** of Nudge Security, providing safety and efficiency for their work.
- Users commend Nudge Security's **reliable notifications** for supply chain breaches, enhancing their security and efficiency.

##### Cons

- Users find the **access control settings confusing** , often needing to manually adjust technical contacts for accuracy.
- Users find the **limited acceptance** of contact assignments in Nudge Security requires frequent manual adjustments for accuracy.
- Users note the **limited features** of Nudge Security compared to larger competitors but see improvements on the horizon.
- Users face **technical issues** regarding inaccurate identification of contacts, requiring frequent changes for proper functionality.
- Users often face **confusion in user management** , requiring adjustments to technical contacts for accuracy and relevance.

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

**["Nudge Security Makes SaaS Discovery and Risk Visibility Simple"](https://www.g2.com/survey_responses/nudge-security-review-13108791)**

**Rating:** 5.0/5.0 stars

_— Amber W._

[Read full review](https://www.g2.com/survey_responses/nudge-security-review-13108791)

**["We Found 40+ Shadow IT Apps in 10 Minutes Without Installing a Single Endpoint Agent"](https://www.g2.com/survey_responses/nudge-security-review-13248010)**

**Rating:** 4.5/5.0 stars

_— Hruthik G._

[Read full review](https://www.g2.com/survey_responses/nudge-security-review-13248010)

### [Plerion](https://www.g2.com/products/plerion/reviews)

Plerion is a cloud security platform designed to assist organizations in managing and mitigating risks within their cloud environments. Unlike traditional security tools that inundate users with alerts, Plerion focuses on actionable insights, enabling teams to address vulnerabilities effectively. By streamlining the risk management process, Plerion transforms the way organizations approach cloud security, ensuring that the most critical threats are prioritized and resolved. The platform is tailored for IT security teams and cloud administrators across various industries that utilize cloud services such as AWS, Azure, and Google Cloud Platform (GCP). Plerion’s unique approach allows users to visualize their cloud infrastructure, identities, workloads, and code as a cohesive graph. This visualization helps users identify the approximately 1% of risks that are genuinely exploitable, eliminating the noise typically associated with security alerts. By presenting a concise, ranked list of vulnerabilities, Plerion empowers teams to focus their efforts where they matter most. At the heart of the Plerion platform is Pleri, an AI-driven cloud security engineer that mimics the investigative capabilities of a human security expert. Pleri assesses findings, verifies their exploitability in context, and traces risks back to the underlying code responsible for them. This automated process culminates in the creation of pull requests or Jira tickets for remediation, ensuring that every proposed change awaits human approval. This feature not only enhances accountability through full audit trails but also allows for easy rollbacks if necessary. Plerion’s comprehensive coverage includes cloud configuration, workloads, identity and permissions, data, code, and AI workloads, making it a versatile solution for diverse cloud environments. The platform also offers compliance mapping against a wide range of frameworks, linking each identified failure to specific corrective actions rather than merely generating reports. This capability significantly reduces the time and effort required for compliance management. Organizations using Plerion have reported substantial improvements in their security operations. For instance, Deputy achieved an 80% reduction in alerts and decreased their time-to-remediation from 30 days to just 4 hours. Similarly, Basis eliminated 40 hours of manual review each week, illustrating the platform's efficiency. With ISO 27001 certification, SOC 2 attestation, and the AWS Security Software Competency, Plerion ensures a high standard of security and reliability. By deploying in minutes rather than months, Plerion allows organizations to put their cloud security on autopilot while maintaining a human touch in the decision-making process.

**Average Rating:** 4.7/5.0

**Total Reviews:** 31

#### Who Is the Company Behind Plerion?

- **Seller:** [Plerion](https://www.g2.com/sellers/plerion)
- **Company Website:** plerion.com
- **Year Founded:** 2021
- **HQ Location:** Sydney, AU
- **Twitter:** @PlerionHQ  
141 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=66e803ab8dbef91e2779b22043f8f4ae54806808c49472588d1c7efbd3345c29&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fplerion&secure%5Burl_type%5D=linkedin_company_website)  
31 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 53% Medium, 31% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **centralized security data** in Plerion, which enhances visibility and effective risk management.
- Users appreciate the **ease of use** of Pleri, enhancing collaboration and simplifying cloud security management seamlessly.
- Users commend Plerion's **stellar customer support** , highlighting responsiveness and commitment to customer success in security management.
- Users appreciate the **centralized security data** of Plerion, benefiting from immediate visibility and actionable advice.
- Users appreciate how Plerion's **effective prioritization** simplifies cloud security, focusing on critical issues without overwhelming alerts.

##### Cons

- Users feel that **improvements are needed** in trend reporting and Jira ticket creation for better long-term value visibility.
- Users note that while Plerion shows **improvement needed** in trend reporting and ongoing value visibility over time.
- Users find the **missing features** of Plerion frustrating, particularly regarding customization and cloud support limitations.
- Users note the **limited support for Google Cloud** , wishing for better feature parity with other providers.
- Users experience **integration issues** due to manual updates and limited coverage, creating deployment challenges with Plerion.

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

**["Continuous Cloud Misconfiguration Detection That Strengthened Our Google Cloud Security"](https://www.g2.com/survey_responses/plerion-review-13216854)**

**Rating:** 4.0/5.0 stars

_— Muhammed A._

[Read full review](https://www.g2.com/survey_responses/plerion-review-13216854)

**["Centralized Cloud Security & Compliance Made Simple with Plerion"](https://www.g2.com/survey_responses/plerion-review-13209518)**

**Rating:** 4.5/5.0 stars

_— Atharva S._

[Read full review](https://www.g2.com/survey_responses/plerion-review-13209518)

### [Prisma Saas Security](https://www.g2.com/products/prisma-saas-security/reviews)

Prisma SaaS looks directly into SaaS applications, providing full visibility into the activities of users and data while granular controls maintain policy to eliminate data exposure and threat risks.

**Average Rating:** 4.4/5.0

**Total Reviews:** 31

#### Who Is the Company Behind Prisma Saas Security?

- **Seller:** [Palo Alto Networks](https://www.g2.com/sellers/palo-alto-networks)
- **Year Founded:** 2005
- **HQ Location:** Santa Clara, CA
- **Twitter:** @PaloAltoNtwks  
128,951 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=283fa006a7b7db5565e608e4d1bc1dafae45bdf4b312f2cd5bb208ac9271f81d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F30086%2F&secure%5Burl_type%5D=linkedin_company_website)  
22,313 employees on LinkedIn®
- **Ownership:** NYSE: PANW

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer & Network Security
- **Company Size:** 38% Medium, 34% Large

#### What Do G2 Reviewers Say About Prisma Saas Security?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **enhanced security** features of Prisma SaaS, effectively safeguarding their cloud-based applications.
- Users value the **enhanced security features** of Prisma SaaS, ensuring robust protection for cloud-based applications.
- Users value the **enhanced security for cloud applications** , benefiting from solidified platforms and strong data protection.
- Users value the **increased security of cloud applications** with Prisma SaaS, benefiting from a simplified management approach.
- Users value the **data protection** features of Prisma SaaS Security, ensuring security and visibility for cloud applications.

##### Cons

- Users face **limitations in monitoring cloud services** , which hinders effective management and user satisfaction with Prisma SaaS.
- Users highlight the **limitations in monitoring cloud services** and concerns about availability and delivery issues with Prisma SaaS Security.
- Users find Prisma SaaS Security to be **expensive** , which deters many customers from adopting the technology.
- Users note significant **limited compatibility** with various platforms, which restricts their overall experience with Prisma SaaS Security.
- Users face **poor visibility** in monitoring cloud services and limited data classification options, hindering security compliance efforts.

#### What Are Recent G2 Reviews of Prisma Saas Security?

**["Comprehensive SaaS Visibility and Protection in a Cloud-Native Platform"](https://www.g2.com/survey_responses/prisma-saas-security-review-13291252)**

**Rating:** 4.5/5.0 stars

_— Atharva S._

[Read full review](https://www.g2.com/survey_responses/prisma-saas-security-review-13291252)

**["Prisma SaaS Security: Single-Pass CASB That Eliminates Proxy Chaining and Cuts Latency"](https://www.g2.com/survey_responses/prisma-saas-security-review-13220191)**

**Rating:** 4.0/5.0 stars

_— Aswindev P._

[Read full review](https://www.g2.com/survey_responses/prisma-saas-security-review-13220191)

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[Browse AI Security Posture Management (AI-SPM) Tools Themes](/categories/ai-security-posture-management-ai-spm-tools/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 April 9, 2026

AI security posture management (AI-SPM) tools discover, monitor, assess, and remediate AI security misconfigurations, giving security teams visibility into which AI applications are connected to enterprise systems, what data they access, and how AI agents behave, while providing controls to prevent sensitive data exposure and block unauthorized AI actions.

### Core Capabilities of AI-SPM Tools

To qualify for inclusion in the AI Security Posture Management (AI-SPM) category, a product must:

- Discover AI assets such as applications, chatbots, agents, AI-generated content, and integrations
- Monitor permissions and data access across SaaS applications, APIs, and other environments
- Continuously assess AI integration risks including misconfigurations, policy violations, and sensitive data exposure to external AI services
- Enforce security policies through remediation such as limiting agent permissions or blocking unauthorized AI activity
- Maintain governance and audit trails to support compliance requirements

### Common Use Cases for AI-SPM Tools

Security and compliance teams use AI-SPM tools to maintain control over the expanding surface area created by AI integrations across the enterprise. Common use cases include:

- Continuously discovering and inventorying all AI tools and integrations connected to enterprise systems
- Monitoring data flows to detect sensitive information being accessed or processed by unauthorized AI services
- Enforcing AI usage policies and maintaining audit trails for regulatory compliance and governance reviews

### How AI-SPM Tools Differ from Other Tools

AI-SPM tools specifically address AI agent and integration security risks, closing a visibility gap that traditional security posture tools do not cover. They differ from [data security posture management (DSPM)](https://www.g2.com/categories/data-security-posture-management-dspm), [cloud security posture management (CSPM)](https://www.g2.com/categories/cloud-security-posture-management-cspm), [application security posture management (ASPM)](https://www.g2.com/categories/application-security-posture-management-aspm), and [SaaS security posture management (SSPM)](https://www.g2.com/categories/saas-security-posture-management-sspm-solutions) by focusing specifically on AI-layer risks rather than cloud infrastructure, data stores, SaaS configurations, or application code. They also differ from [AI governance tools](https://www.g2.com/categories/ai-governance-tools), which address ethical, regulatory, and lifecycle compliance concerns rather than AI asset security.

### Insights from G2 on AI-SPM Tools

Based on category trends on G2, AI integration discovery and data flow monitoring stand out as the most valued capabilities. These platforms deliver improved visibility into shadow AI usage and faster identification of unauthorized AI data access as primary outcomes of adoption.

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