# Best AI Security Posture Management (AI-SPM) Tools Software - Page 2

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

**Total Products under this Category:** 42

### Category Stats (Jul 2026)

- **Average Rating:** 4.6/5 (↓0.04 vs Jun 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Orca Security (+0.6%) - Among all products in this category, Orca Security recorded the largest rating increase compared to last month

_Last updated: July 29, 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
- 2,500+ Authentic Reviews
- 42+ 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=1234331)

Highlighted products: Orca Security, Microsoft Defender for Cloud, Wiz, Varonis Data Security Platform, Cortex Cloud, 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=layerx-browser-security-platform)

### [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.

**Average Rating:** 4.5/5.0

**Total Reviews:** 3

#### 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:** 67% Large, 33% Medium

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

**["Coach, Don’t Block: Context-Aware GenAI Security That Keeps Workflows Moving"](https://www.g2.com/survey_responses/harmonic-security-review-12415075)**

**Rating:** 5.0/5.0 stars

_— Verified User in Hospitality_

[Read full review](https://www.g2.com/survey_responses/harmonic-security-review-12415075)

**["A Modern Approach to Data Protection"](https://www.g2.com/survey_responses/harmonic-security-review-13072625)**

**Rating:** 4.0/5.0 stars

_— Rahul P._

[Read full review](https://www.g2.com/survey_responses/harmonic-security-review-13072625)

### [Netskope One Platform](https://www.g2.com/products/netskope-one-platform/reviews)

Netskope is the leader in cloud security — we help the world’s largest organizations take advantage of cloud and web without sacrificing security. Our Cloud XD™ technology targets and controls activities across any cloud service or website and customers get 360-degree data and threat protection that works everywhere. We call this smart cloud security.

**Average Rating:** 4.4/5.0

**Total Reviews:** 85

#### Who Is the Company Behind Netskope One Platform?

- **Seller:** [Netskope](https://www.g2.com/sellers/netskope)
- **Year Founded:** 2012
- **HQ Location:** Santa Clara, CA
- **Twitter:** @Netskope  
11,290 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=39927ce5f40ba3424f211ad4039229babbd8fc4f28fac8bc4a5c5d56e9df7346&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3338050%2F&secure%5Burl_type%5D=linkedin_company_website)  
3,352 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer & Network Security
- **Company Size:** 53% Large, 36% Medium

#### What Do G2 Reviewers Say About Netskope One Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Netskope One Platform, enjoying its unified and straightforward management features.
- Users praise the **easy integrations** of Netskope One Platform, streamlining setup and enhancing overall security processes.
- Users value the **high-level security features** of Netskope One Platform, ensuring robust protection for organizational data.
- Users commend the **enhanced visibility** of Netskope One Platform, enabling precise monitoring and control of web user behavior.
- Users value the **robust data protection** offered by Netskope One Platform, enhancing security against cyber threats.

##### Cons

- Users find the **complex configuration** of Netskope One Platform challenging, requiring significant time and expertise during setup.
- Users find the **initial deployment complexity** of Netskope One Platform challenging, requiring time and expertise for configuration.
- Users find the **complexity** of Netskope One Platform challenging, especially during initial deployment and policy configuration.
- Users face **integration issues** with Netskope One, making it challenging to connect with other security tools effectively.
- Users find the **complex setup** of Netskope One challenging, especially without dedicated support for configuration.

#### What Are Recent G2 Reviews of Netskope One Platform?

**["Simplified Access to Our Infrastructure with Consistent Security Policies for Remote and Office User"](https://www.g2.com/survey_responses/netskope-one-platform-review-13062088)**

**Rating:** 4.0/5.0 stars

_— Darshan P._

[Read full review](https://www.g2.com/survey_responses/netskope-one-platform-review-13062088)

**["The Netskope One Reality Check - Heavy Hitting Security with a Heavy Lift"](https://www.g2.com/survey_responses/netskope-one-platform-review-13158075)**

**Rating:** 4.5/5.0 stars

_— Vikrant G._

[Read full review](https://www.g2.com/survey_responses/netskope-one-platform-review-13158075)

#### What Are G2 Users Discussing About Netskope One Platform?

- [Is Netskope a CASB?](https://www.g2.com/discussions/is-netskope-a-casb) - 1 comment
- [What does a CASB do?](https://www.g2.com/discussions/netskope-what-does-a-casb-do)
- [How much does Netskope cost?](https://www.g2.com/discussions/how-much-does-netskope-cost)
- [What is Netskope client used for?](https://www.g2.com/discussions/what-is-netskope-client-used-for)

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

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.

**Average Rating:** 4.2/5.0

**Total Reviews:** 3

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

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

#### Who Uses This Product?

- **Company Size:** 33% Large, 33% Medium

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

**["Finally, a DLP That Just Works!"](https://www.g2.com/survey_responses/orion-security-review-13117567)**

**Rating:** 4.5/5.0 stars

_— Kamen B._

[Read full review](https://www.g2.com/survey_responses/orion-security-review-13117567)

**["Investigation-First Visibility with AI-Powered Policies and Streamlined Triage"](https://www.g2.com/survey_responses/orion-security-review-13117545)**

**Rating:** 4.0/5.0 stars

_— Devonne M._

[Read full review](https://www.g2.com/survey_responses/orion-security-review-13117545)

### [AppOmni](https://www.g2.com/products/appomni/reviews)

AppOmni is the leader in SaaS Security, enabling organizations to secure their SaaS applications and protect sensitive data from both external and insider threats. Its patented technology scans APIs, security controls, and configurations to ensure SaaS deployments align with best practices and business objectives. With deep visibility, comprehensive coverage, and SaaS expertise, AppOmni simplifies security for IT and security teams by providing actionable insights and automating protection across the entire SaaS environment.

**Average Rating:** 4.8/5.0

**Total Reviews:** 6

#### Who Is the Company Behind AppOmni?

- **Seller:** [AppOmni](https://www.g2.com/sellers/appomni)
- **Year Founded:** 2018
- **HQ Location:** San Francisco Bay Area
- **Twitter:** @AppOmniSecurity  
732 Twitter followers
- **LinkedIn® Page:** [linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0338e9521aca9fefa344ae31cc04a7b38f175743e8d04f49b1d05ce00ec0bf24&secure%5Burl%5D=https%3A%2F%2Flinkedin.com%2Fcompany%2Fappomni&secure%5Burl_type%5D=linkedin_company_website)  
232 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Large, 17% Medium

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

**["Strong SSA and AI Security That Helps Prevent Data Breaches"](https://www.g2.com/survey_responses/appomni-review-12995413)**

**Rating:** 4.5/5.0 stars

_— subesh p._

[Read full review](https://www.g2.com/survey_responses/appomni-review-12995413)

**["Prioritize remediation efforts"](https://www.g2.com/survey_responses/appomni-review-10054369)**

**Rating:** 4.0/5.0 stars

_— Jan U._

[Read full review](https://www.g2.com/survey_responses/appomni-review-10054369)

### [Reco](https://www.g2.com/products/reco-saas-security/reviews)

Reco is an Agent Ecosystem Security platform that secures agents and their operating environments where applications, identities, permissions, and workflows intersect. Each agent an organization deploys enters a growing ecosystem it can expand autonomously. Reco maps that ecosystem, reveals what agents can reach, and detects deviations from policy before they become a liability. Security leaders at Fortune 500 enterprises choose Reco to bring order to AI and agent proliferation and the chain reactions that follow. Built on the Reco Graph, the platform identifies risk, prioritizes threats, and drives remediation across every human identity, agent, application, and permission in an environment. Reco is priced by the number of apps, agents, and identities managed. Customers use it to find unmanaged SaaS, AI tools, and agent activity, see exposure across connected workflows, and prioritize high-risk access, permissions, and data paths for remediation.

**Average Rating:** 4.7/5.0

**Total Reviews:** 9

#### Who Is the Company Behind Reco?

- **Seller:** [Reco](https://www.g2.com/sellers/reco)
- **Year Founded:** 2020
- **HQ Location:** New York, New York
- **Twitter:** @recolabs\_ai  
248 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e3bb2613f681ff0f522786f0fcd956c41610dff75ddbc34664e5a1b9ddf68a45&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frecolabs%2F&secure%5Burl_type%5D=linkedin_company_website)  
63 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 78% Medium, 11% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **fantastic customer support** of Reco, enhancing their overall experience and satisfaction.
- Users value the **ease of use** of Reco, finding it simple to onboard and integrate with existing systems.
- Users value the **easy integrations** with various SaaS applications, enhancing their overall experience with Reco.
- Users highlight the **easy setup** of Reco, making deployment simple for security teams across the enterprise.
- Users value the **intuitive dashboard** of Reco, enhancing usability and overall experience.

##### Cons

- Users note the **lack of remediation features** in Reco, seeking more integrated solutions for their alarm system.

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

**["Reco the monster!"](https://www.g2.com/survey_responses/reco-review-11346043)**

**Rating:** 5.0/5.0 stars

_— Pedro B._

[Read full review](https://www.g2.com/survey_responses/reco-review-11346043)

**["Context-Rich, Cross-App Alerting That Cuts Through the Noise"](https://www.g2.com/survey_responses/reco-review-12972804)**

**Rating:** 4.5/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/reco-review-12972804)

### [SentinelOne Singularity Cloud Security](https://www.g2.com/products/sentinelone-singularity-cloud-security/reviews)

Singularity Cloud Security is SentinelOne’s comprehensive, cloud-native application protection platform (CNAPP). It combines the best of agentless insights with AI-powered threat protection, to secure and protect your multi-cloud infrastructure, services, and containers from build time to runtime. SentinelOne’s CNAPP applies an attacker’s mindset to help security practitioners better prioritize their remediation tasks with evidence-backed Verified Exploit Paths™. The efficient and scalable runtime protection, proven over 5 years and trusted by many of the world’s leading cloud enterprises, harnesses local, autonomous AI engines to detect and thwart runtime threats in real-time. CNAPP data and workload telemetry is recorded to SentinelOne’s unified security lake, for easy access and investigation.

**Average Rating:** 4.9/5.0

**Total Reviews:** 121

#### Who Is the Company Behind SentinelOne Singularity Cloud Security?

- **Seller:** [SentinelOne](https://www.g2.com/sellers/sentinelone)
- **Company Website:** www.sentinelone.com
- **Year Founded:** 2013
- **HQ Location:** Mountain View, CA
- **Twitter:** @SentinelOne  
57,863 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=74020d53a476ae0e483a0d2613eaf520ba6aa350af89839fdb2bae462d053ed2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2886771%2F&secure%5Burl_type%5D=linkedin_company_website)  
3,174 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Financial Services
- **Company Size:** 59% Medium, 31% Large

#### What Do G2 Reviewers Say About SentinelOne Singularity Cloud Security?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **real-time alert system** of SentinelOne Singularity, enhancing proactive threat management and security.
- Users find the **user-friendly interface** of SentinelOne Singularity Cloud Security makes managing security straightforward for everyone.
- Users value the **automated vulnerability detection** in PingSafe, enhancing proactive cloud security management effortlessly.
- Users appreciate the **real-time alert system** of PingSafe, enhancing proactive cloud security management effectively.
- Users commend SentinelOne Singularity Cloud Security for its **ease of use and strong visibility** across cloud environments.

##### Cons

- Users feel that SentinelOne Singularity Cloud Security has a **complex setup** that can be challenging for less technical users.
- Users experience **ineffective alerts** that require tuning, leading to confusion and potential oversight in security management.
- Users find the **complex setup** of SentinelOne Singularity Cloud Security challenging, requiring time for effective configuration and tuning.
- Users find **difficult configuration** of SentinelOne Singularity Cloud Security requires time and experience for optimal setup and tuning.
- Users find the **UI to be clunky** , making the platform's complexity and learning curve more challenging.

#### What Are Recent G2 Reviews of SentinelOne Singularity Cloud Security?

**["At the heart of the Singularity Platform is Singularity Cloud Security"](https://www.g2.com/survey_responses/sentinelone-singularity-cloud-security-review-13146859)**

**Rating:** 4.5/5.0 stars

_— Jawahar A._

[Read full review](https://www.g2.com/survey_responses/sentinelone-singularity-cloud-security-review-13146859)

**["Clear Cloud Visibility with SentinelOne Singularity Cloud Security"](https://www.g2.com/survey_responses/sentinelone-singularity-cloud-security-review-13147820)**

**Rating:** 5.0/5.0 stars

_— Adaku O._

[Read full review](https://www.g2.com/survey_responses/sentinelone-singularity-cloud-security-review-13147820)

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

AI-Sentinel is an advanced cybersecurity solution designed to proactively detect, analyze, and respond to potential threats in real-time. By leveraging cutting-edge artificial intelligence and machine learning algorithms, AI-Sentinel continuously monitors network traffic, user behavior, and system activities to identify anomalies and potential security breaches before they escalate. Key features and functionality of AI-Sentinel include: - Real-Time Threat Detection: Continuously scans and analyzes network activity to identify suspicious patterns and potential threats as they emerge. - Automated Incident Response: Implements predefined protocols to mitigate identified threats, reducing response times and minimizing potential damage. - Behavioral Analysis: Monitors user and system behavior to detect deviations from normal patterns, helping to uncover insider threats and advanced persistent threats. - Comprehensive Reporting: Provides detailed reports and dashboards that offer insights into security events, system vulnerabilities, and compliance status. - Scalability: Designed to adapt to organizations of various sizes, ensuring effective protection for both small businesses and large enterprises. The primary value of AI-Sentinel lies in its ability to enhance an organization's cybersecurity posture by providing proactive threat detection and automated response capabilities. This reduces the reliance on manual monitoring and intervention, allowing IT teams to focus on strategic initiatives while ensuring the organization's digital assets remain secure.

#### Who Is the Company Behind AI-Sentinel?

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

### [Anomity](https://www.g2.com/products/anomity/reviews)

Anomity is a cutting-edge security platform designed to provide comprehensive visibility and governance over AI agents and Managed Control Planes (MCPs) within enterprise environments. By discovering and classifying every AI tool, extension, skill, plugin, MCP, and secret across managed endpoints, Anomity empowers organizations to effectively monitor and control their AI infrastructure. Key Features and Functionality: - Fleet Visibility: Anomity identifies and catalogs all AI agents, MCP servers, extensions, skills, plugins, and secrets operating within the enterprise network, offering a unified view of the AI landscape. - Runtime Agent Governance: The platform enforces real-time policies by allowing or denying tool calls at the execution hook, ensuring that only authorized actions are performed by AI agents. - Audit and Proof: Anomity maintains a queryable 90-day audit trail, providing detailed records of AI-related activities for compliance and forensic analysis. - Discovery Engine: It automatically detects AI agents, MCPs, extensions, plugins, skills, and secrets, including those that may have been introduced without formal approval, addressing the challenge of shadow AI. - Enforcement Mechanisms: The platform implements tool-call enforcement, real-time policy application, agent guardrails, and a trust classifier to manage and secure AI operations effectively. Primary Value and Problem Solved: Anomity addresses the critical challenge of shadow AI—unauthorized or unmonitored AI tools and activities within an organization. By providing real-time visibility and governance over AI agents and MCPs, Anomity enables security teams to detect and mitigate risks associated with unapproved AI usage, prevent potential data breaches, and ensure compliance with organizational policies. This proactive approach allows enterprises to harness the benefits of AI technologies while maintaining robust security and governance frameworks.

#### Who Is the Company Behind Anomity?

- **Seller:** [Anomity](https://www.g2.com/sellers/anomity)
- **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=9654afcd74a08e24742524f31acc6eae42e18bd39bf844f80dd4dc23d56f7051&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fanomity&secure%5Burl_type%5D=linkedin_company_website)  
4 employees on LinkedIn®

### [Ceribro™ SaaS](https://www.g2.com/products/ceribro-saas/reviews)

Ceribro™ SaaS is a comprehensive cybersecurity platform designed to enhance the security posture of organizations by providing real-time threat detection, analysis, and response capabilities. It integrates advanced technologies to monitor network activities, identify potential vulnerabilities, and mitigate risks effectively. Key Features and Functionality: - Real-Time Threat Detection: Continuously monitors network traffic to identify and alert on potential security threats as they occur. - Advanced Analytics: Utilizes machine learning algorithms to analyze patterns and detect anomalies indicative of cyber threats. - Incident Response Automation: Automates response protocols to swiftly address and neutralize identified threats, minimizing potential damage. - Comprehensive Reporting: Generates detailed reports on security incidents, providing insights for future prevention strategies. - User-Friendly Interface: Offers an intuitive dashboard for easy navigation and management of security operations. Primary Value and Solutions Provided: Ceribro™ SaaS empowers organizations to proactively manage their cybersecurity landscape by offering real-time insights and automated responses to potential threats. By leveraging advanced analytics and automation, it reduces the time and resources required for threat detection and mitigation, thereby enhancing overall security efficiency. This proactive approach helps organizations prevent data breaches, protect sensitive information, and maintain compliance with industry regulations, ultimately safeguarding their reputation and operational integrity.

#### Who Is the Company Behind Ceribro™ SaaS?

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

### [CyberGrade](https://www.g2.com/products/cybergrade/reviews)

CyberGrade is an AI-driven security assessment platform tailored for small businesses, offering a swift and straightforward evaluation of their cybersecurity posture. By answering a concise set of questions, businesses receive an immediate security grade, detailed score breakdowns, and a prioritized action plan to address vulnerabilities. Key Features and Functionality: - Quick Security Assessment: A 10-question evaluation covering critical security areas such as passwords, backups, devices, email, and network security, completed in approximately three minutes. - AI-Powered Scoring: Automated analysis provides an overall security grade (A+ to F) and detailed scores across seven security categories. - Actionable Recommendations: A prioritized action plan with specific tools, services, and steps to mitigate identified risks, sorted by impact and effort. - Ongoing Monitoring: Subscription options offer monthly re-assessments, trend tracking, branded PDF reports, and email alerts on score changes. - Employee Security Resources: Advanced plans include policy templates, acceptable use policy generators, and incident response plan templates to enhance organizational security culture. Primary Value and Problem Solved: CyberGrade addresses the critical need for small businesses to understand and improve their cybersecurity defenses without the complexity and expense of traditional security audits. By providing an accessible, AI-powered assessment, it empowers business owners to identify vulnerabilities, prioritize remediation efforts, and implement effective security measures, thereby reducing the risk of cyberattacks and ensuring business continuity.

#### Who Is the Company Behind CyberGrade?

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

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

MandateMind AI is an advanced compliance intelligence platform designed to help small and medium-sized businesses (SMBs), virtual Chief Information Security Officers (vCISOs), and auditors maintain continuous compliance across multiple frameworks, including SOC 2, NIST 800‑53, HIPAA, PCI DSS, and ISO 27001. By leveraging artificial intelligence, MandateMind AI automates evidence analysis, detects security drift, and provides real-time readiness scoring, ensuring organizations remain audit-ready without the need for extensive manual effort. Key Features and Functionality: - Continuous Compliance Monitoring: Automatically aligns and monitors compliance across various mandates, reducing the risk of non-compliance. - AI-Powered Evidence Intelligence: Analyzes and interprets evidence, identifying gaps and providing actionable insights to strengthen security posture. - Real-Time Readiness Scoring: Offers instant assessments of compliance status, enabling proactive management and swift remediation of issues. - Unified Compliance Cockpit: Consolidates mandates, controls, evidence, and AI insights into a single interface for streamlined management. - Audit-Ready Snapshots and Exports: Generates structured, auditor-friendly reports to facilitate efficient audit processes. Primary Value and Problem Solved: MandateMind AI addresses the common challenge of maintaining continuous compliance in dynamic environments where security configurations can drift silently between audits. By automating the detection of such drifts and mapping evidence to relevant mandates, it ensures organizations stay consistently audit-ready. This reduces the reliance on manual processes, minimizes the risk of compliance gaps, and provides clarity and control over the compliance landscape, ultimately saving time and resources while enhancing security and compliance posture.

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

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

### [Neo](https://www.g2.com/products/neo-security-neo/reviews)

We prevent agentic threats across every device, browser, identity, and traditional application used in modern AI-driven enterprises. Neo hands control back to SecOps teams by revealing, understanding, and enforcing control of all human and non-human activity in real-time.

#### Who Is the Company Behind Neo?

- **Seller:** [Neo Security](https://www.g2.com/sellers/neo-security)
- **Year Founded:** 2025
- **HQ Location:** Boston, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ded2e2209020ebdc05249649c6690af7e8c4998c8e65d73803880a1f1d85eeae&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fneo-ai-security&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Neon Cyber Platform](https://www.g2.com/products/neon-cyber-platform/reviews)

Neon Cyber is an AI-native, browser security solution that gives security teams real-time visibility into, and control over, how employees interact with AI tools, SaaS applications, and web-based resources — including activity that occurs outside of single sign-on (SSO) and identity provider (IDP) controls. The platform deploys as a lightweight browser extension across all major Chromium-based browsers (Chrome, Edge, Brave, Opera, and others) and requires no changes to existing network infrastructure. It can be pushed to end users in minutes via MDM, GPO or, Google Workspace. As employees adopt AI tools faster than security controls can keep pace, traditional solutions like DLP, EDR, and email security see only fragments of what's happening. Neon closes that gap. Deployed as a lightweight browser extension across all major Chromium-based browsers (Chrome, Edge, Brave, Opera, and others), it requires no infrastructure changes and can be rolled out in minutes via group policy, Google Workspace, or browser store enrollment. Core capabilities include: \* AI & SaaS Visibility — Discovers every AI tool and SaaS application accessed by employees, including accounts created outside SSO and IDP controls, with vendor compliance metadata (SOC 2, HIPAA, etc.), data-sharing practices, and authentication methods. \* AI Data Leakage Prevention — Monitors every prompt, input, upload, and download into generative AI tools in real time, enforcing context-aware guardrails to stop sensitive data from leaving the browser. \* In-Browser Phishing Detection — A locally-run Small Language Model (SLM) analyzes form behavior and DOM interactions at the point of click to detect and block phishing attempts before credentials are entered — no external URL feeds required. \* Identity & Credential Governance — Detects credential reuse, weak authentication, and identity anomalies across sanctioned and unsanctioned applications. \* Forensic Timelines & SIEM Integration — Captures full session-level evidence per user and exports structured telemetry to SIEM/SOAR platforms via API. Neon Cyber complements existing EDR and IAM investments without replacing them — and without forcing employees into restrictive isolated browsers. Security teams get full visibility and control at the point of intent.

#### Who Is the Company Behind Neon Cyber Platform?

- **Seller:** [Neon Cyber](https://www.g2.com/sellers/neon-cyber)
- **Year Founded:** 2024
- **HQ Location:** Fort Worth, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1e5a17d1973bdd39018242ccc50fcb2f700b6e09f3632dae5fbda2b1fefe6c67&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fneon-cyber%2F&secure%5Burl_type%5D=linkedin_company_website)  
4 employees on LinkedIn®

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

Nokod Security is built for innovation that grows fast and spreads wide. Founded in 2023, Nokod was created for the modern enterprise jungle, where no-coders and AI agents are building apps, automations, and workflows across every corner of the business. As this ecosystem expands beyond traditional engineering, Nokod provides the visibility, AI governance, adaptive runtime protection, and one-click remediation needed to keep growth structured and secure. Nokod brings order to complexity without slowing momentum. Already trusted by large enterprises, including Fortune 500 and public companies, Nokod has quickly earned its place as the security foundation that keeps the enterprise ecosystem productive, resilient, and ready for what’s next. The leading no-code application security platform for enterprises. Discover, govern, and secure no-coder apps, automations, and AI agents across all platforms.

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

- **Seller:** [Nokod Security](https://www.g2.com/sellers/nokod-security)
- **HQ Location:** Tel Aviv, IL
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=eedd6a10c6b7c9ccfe0476ad113eb8ced260cee6bd1772b623d93f701cf68112&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnokodsecurity%2F&secure%5Burl_type%5D=linkedin_company_website)  
33 employees on LinkedIn®

### [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:** 3

#### 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:** 67% Large, 33% 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?

**["Best SaaS and user fiendly tool"](https://www.g2.com/survey_responses/obsidian-security-review-11459740)**

**Rating:** 5.0/5.0 stars

_— Fred R._

[Read full review](https://www.g2.com/survey_responses/obsidian-security-review-11459740)

**["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)

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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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