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

  *By [Lauren Worth](https://research.g2.com/insights/author/lauren-worth)*

   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.




  
## How Many AI Security Posture Management (AI-SPM) Tools Software Products Does G2 Track?
**Total Products under this Category:** 24

### Category Stats (May 2026)
- **Average Rating**: 4.58/5 (↓0.01 vs Apr 2026)
- **New Reviews This Quarter**: 31
- **Buyer Segments**: Enterprise 67% │ Mid-Market 19% │ Small-Business 14%
- **Top Trending Product**: Varonis Data Security Platform (+0.09)
*Last updated: May 18, 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
- 2,000+ Authentic Reviews
- 24+ 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.

  
## Which AI Security Posture Management (AI-SPM) Tools Software Is Best for Your Use Case?

- **Best Free Software:** [Orca Security](https://www.g2.com/products/orca-security/reviews)

  
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---

  ## What Are the Top-Rated AI Security Posture Management (AI-SPM) Tools Software Products in 2026?
### 1. [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:** 4.6/5.0
  **Total Reviews:** 252

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

- **Seller:** [Orca Security](https://www.g2.com/sellers/orca-security)
- **Company Website:** https://orca.security
- **Year Founded:** 2019
- **HQ Location:** Portland, Oregon
- **Twitter:** @orcasec (4,827 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/35573984/ (495 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Security Engineer, CISO
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 45% Mid-Market, 44% Enterprise


#### What Are Orca Security's Pros and Cons?

**Pros:**

- Ease of Use (37 reviews)
- Features (33 reviews)
- Security (29 reviews)
- User Interface (22 reviews)
- Visibility (22 reviews)

**Cons:**

- Improvement Needed (15 reviews)
- Feature Limitations (12 reviews)
- Limited Features (10 reviews)
- Missing Features (10 reviews)
- Ineffective Alerts (9 reviews)

### 2. [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:** 110

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

- **Seller:** [Palo Alto Networks](https://www.g2.com/sellers/palo-alto-networks)
- **Company Website:** https://www.paloaltonetworks.com
- **Year Founded:** 2005
- **HQ Location:** Santa Clara, CA
- **Twitter:** @PaloAltoNtwks (128,883 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/30086/ (21,355 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services, Computer & Network Security
  - **Company Size:** 38% Enterprise, 31% Mid-Market


#### What Are Cortex Cloud's Pros and Cons?

**Pros:**

- Ease of Use (49 reviews)
- Features (45 reviews)
- Security (43 reviews)
- Visibility (38 reviews)
- Cloud Integration (34 reviews)

**Cons:**

- Expensive (31 reviews)
- Difficult Learning (30 reviews)
- Learning Curve (29 reviews)
- Pricing Issues (24 reviews)
- Complex Setup (21 reviews)

### 3. [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:** 27

**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 (208 Twitter followers)
- **LinkedIn® Page:** http://www.linkedin.com/company/layerx-security (104 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services
  - **Company Size:** 63% Small-Business, 30% Enterprise


### 4. [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:** 773

**Who Is the Company Behind Wiz?**

- **Seller:** [Wiz](https://www.g2.com/sellers/wiz-76a0133b-42e5-454e-b5da-860e503471db)
- **Company Website:** https://www.wiz.io/
- **Year Founded:** 2020
- **HQ Location:** New York, US
- **Twitter:** @wiz_io (24,357 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/wizsecurity/ (3,248 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** CISO, Security Engineer
  - **Top Industries:** Financial Services, Information Technology and Services
  - **Company Size:** 54% Enterprise, 39% Mid-Market


#### What Are Wiz's Pros and Cons?

**Pros:**

- Features (113 reviews)
- Security (107 reviews)
- Ease of Use (104 reviews)
- Visibility (87 reviews)
- Easy Setup (68 reviews)

**Cons:**

- Improvement Needed (35 reviews)
- Feature Limitations (34 reviews)
- Learning Curve (34 reviews)
- Improvements Needed (29 reviews)
- Complexity (27 reviews)

### 5. [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 SaaS sprawl, shadow AI, and identity sprawl. 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:** 23

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

- **Seller:** [Nudge Security](https://www.g2.com/sellers/nudge-security)
- **Company Website:** https://www.nudgesecurity.com
- **Year Founded:** 2022
- **HQ Location:** Austin, Texas, United States
- **Twitter:** @nudge_security (445 Twitter followers)
- **LinkedIn® Page:** http://www.linkedin.com/company/nudge-security (42 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 68% Mid-Market, 20% Small-Business


#### What Are Nudge Security's Pros and Cons?

**Pros:**

- Features (3 reviews)
- Security (3 reviews)
- Deployment Ease (2 reviews)
- Malware Protection (2 reviews)
- Reliability (2 reviews)

**Cons:**

- Access Control (1 reviews)
- Limited Acceptance (1 reviews)
- Limited Features (1 reviews)
- Technical Issues (1 reviews)
- User Management (1 reviews)

### 6. [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:** 4.3/5.0
  **Total Reviews:** 20

**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 (128,883 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/30086/ (21,355 employees on LinkedIn®)
- **Ownership:** NYSE: PANW

**Who Uses This Product?**
  - **Top Industries:** Computer & Network Security
  - **Company Size:** 33% Enterprise, 33% Mid-Market


### 7. [Varonis Data Security Platform](https://www.g2.com/products/varonis-data-security-platform/reviews)
  Varonis secures AI and the data that powers it. The Varonis platform gives organizations automated visibility and control over their critical data wherever it lives and ensures safe and trustworthy AI from code to runtime. Backed by 24x7x365 managed detection and response, Varonis gives thousands of organizations worldwide the confidence to adopt AI, reduce data exposure, and stop AI-powered threats.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 72

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

- **Seller:** [Varonis](https://www.g2.com/sellers/varonis)
- **Company Website:** https://www.varonis.com
- **Year Founded:** 2005
- **HQ Location:** New York, US
- **Twitter:** @varonis (6,392 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/varonis (2,729 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Financial Services, Retail
  - **Company Size:** 66% Enterprise, 30% Mid-Market


#### What Are Varonis Data Security Platform's Pros and Cons?

**Pros:**

- Security (22 reviews)
- Data Protection (21 reviews)
- Detailed Analysis (19 reviews)
- Features (19 reviews)
- Ease of Use (18 reviews)

**Cons:**

- Complexity (18 reviews)
- Learning Curve (10 reviews)
- Learning Difficulty (10 reviews)
- Expensive (8 reviews)
- Setup Difficulty (8 reviews)

### 8. [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:** 4.8/5.0
  **Total Reviews:** 2

**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:** https://www.linkedin.com/company/harmonic-security/ (63 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 50% Mid-Market, 50% Enterprise


### 9. [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:** 4.7/5.0
  **Total Reviews:** 86

**Who Is the Company Behind Securiti?**

- **Seller:** [Veeam](https://www.g2.com/sellers/veeam)
- **Company Website:** https://www.veeam.com
- **Year Founded:** 2006
- **HQ Location:** Columbus, OH
- **Twitter:** @veeam (51,575 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/veeam-software/ (7,230 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Computer Software, Retail
  - **Company Size:** 65% Enterprise, 14% Mid-Market


#### What Are Securiti's Pros and Cons?

**Pros:**

- Ease of Use (38 reviews)
- Customer Support (26 reviews)
- Features (21 reviews)
- Helpful (20 reviews)
- Problem Solving (20 reviews)

**Cons:**

- Complexity (11 reviews)
- Learning Curve (10 reviews)
- Implementation Issues (9 reviews)
- Complexity Issues (8 reviews)
- Learning Difficulty (8 reviews)

### 10. [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:** 4.9/5.0
  **Total Reviews:** 11

**Who Is the Company Behind Airia?**

- **Seller:** [Airia](https://www.g2.com/sellers/airia)
- **Year Founded:** 2023
- **HQ Location:** Atlanta, US
- **LinkedIn® Page:** https://www.linkedin.com/company/airia-enterprise-ai-simplified/ (182 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 45% Mid-Market, 27% Enterprise


#### What Are Airia's Pros and Cons?

**Pros:**

- Ease of Use (7 reviews)
- Customer Support (6 reviews)
- Setup Ease (3 reviews)
- Chat Features (2 reviews)
- Deployment Efficiency (2 reviews)

**Cons:**

- Access Limitations (2 reviews)
- Call Quality Issues (1 reviews)
- Dependency Issues (1 reviews)
- Learning Curve (1 reviews)
- Limited Features (1 reviews)

### 11. [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:** 5

**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 (735 Twitter followers)
- **LinkedIn® Page:** https://linkedin.com/company/appomni (232 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 80% Enterprise, 20% Mid-Market


### 12. [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:** 4.6/5.0
  **Total Reviews:** 84

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

- **Seller:** [CrowdStrike](https://www.g2.com/sellers/crowdstrike)
- **Company Website:** https://www.crowdstrike.com
- **Year Founded:** 2011
- **HQ Location:** Sunnyvale, CA
- **Twitter:** @CrowdStrike (110,443 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2497653/ (11,258 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services, Computer & Network Security
  - **Company Size:** 46% Enterprise, 42% Mid-Market


#### What Are CrowdStrike Falcon Cloud Security's Pros and Cons?

**Pros:**

- Security (49 reviews)
- Cloud Security (37 reviews)
- Detection Efficiency (34 reviews)
- Vulnerability Detection (31 reviews)
- Ease of Use (29 reviews)

**Cons:**

- Expensive (17 reviews)
- Improvements Needed (14 reviews)
- Improvement Needed (13 reviews)
- Feature Complexity (8 reviews)
- Learning Curve (8 reviews)

### 13. [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:** 280

**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 (13,115,342 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/microsoft/ (227,697 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:** 39% Mid-Market, 35% Enterprise


#### What Are Microsoft Defender for Cloud's Pros and Cons?

**Pros:**

- Security (121 reviews)
- Comprehensive Security (92 reviews)
- Cloud Security (71 reviews)
- Vulnerability Detection (63 reviews)
- Threat Detection (57 reviews)

**Cons:**

- Complexity (27 reviews)
- Expensive (24 reviews)
- Delayed Detection (22 reviews)
- False Positives (19 reviews)
- Improvement Needed (19 reviews)

### 14. [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:** https://www.linkedin.com/company/neon-cyber/ (4 employees on LinkedIn®)



### 15. [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:** 70

**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 (11,277 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3338050/ (3,281 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services, Computer & Network Security
  - **Company Size:** 57% Enterprise, 34% Mid-Market


#### What Are Netskope One Platform's Pros and Cons?

**Pros:**

- Ease of Use (7 reviews)
- Security (6 reviews)
- Visibility (5 reviews)
- Easy Integrations (4 reviews)
- Efficiency (4 reviews)

**Cons:**

- Complex Configuration (5 reviews)
- Complex Implementation (4 reviews)
- Complexity (3 reviews)
- Difficult Learning (3 reviews)
- Difficult Learning Curve (3 reviews)

### 16. [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:** https://www.linkedin.com/company/nokodsecurity/ (33 employees on LinkedIn®)



### 17. [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 (1,097 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/obsidiansecurity (221 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 67% Enterprise, 33% Mid-Market


#### What Are Obsidian Security's Pros and Cons?

**Pros:**

- Customer Support (1 reviews)
- Implementation Ease (1 reviews)
- Onboarding (1 reviews)
- Solution Comprehensive (1 reviews)

**Cons:**

- Dashboard Issues (1 reviews)
- Inadequate Threat Analysis (1 reviews)
- Limited Reporting (1 reviews)
- Reporting Issues (1 reviews)
- UX Improvement (1 reviews)

### 18. [Prisma AIRS](https://www.g2.com/products/prisma-airs/reviews)
  The Prisma AIRS platform secures all apps, agents, models and data from development to deployment. AI Model Security-Enable the safe adoption of third-party AI models by scanning them for vulnerabilities and secure your AI ecosystem against risks such as model tampering, malicious scripts and deserialization attacks. AI Red Teaming-Uncover potential exposure and lurking risks before bad actors do. Perform automated penetration tests on your AI apps and models using our Red Teaming agent that stress tests your AI deployments, learning and adapting like a real attacker. AI Posture Management-Gain comprehensive visibility into your AI ecosystem to prevent excessive permissions, sensitive data exposure, platform misconfigurations, access misconfigurations and more. AI Runtime Security-Protect your LLM-powered AI apps, models and data against runtime threats such as prompt injection, malicious code, toxic content, sensitive data leaks, resource overload, hallucinations and more. AI Agent Security-Secure AI agents — including those built on no-code/low-code platforms — against new agentic threats such as identity impersonation, memory manipulation and tool misuse.



**Who Is the Company Behind Prisma AIRS?**

- **Seller:** [Palo Alto Networks](https://www.g2.com/sellers/palo-alto-networks)
- **Year Founded:** 2005
- **HQ Location:** Santa Clara, CA
- **Twitter:** @PaloAltoNtwks (128,883 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/30086/ (21,355 employees on LinkedIn®)
- **Ownership:** NYSE: PANW



### 19. [Reco](https://www.g2.com/products/reco-saas-security/reviews)
  Reco is the leader in Dynamic SaaS Security — the only approach that eliminates the SaaS Security Gap (the growing gap between what you can protect and what’s outpacing your security). This gap is driven by SaaS Sprawl — the proliferation of apps, AI, and identities; the challenge of keeping their configurations secure amidst constant updates, and the challenge of finding threats hidden within an ever-growing number of events. Dynamic SaaS Security keeps pace with this sprawl, no matter how fast it evolves, by covering the entire SaaS lifecycle — cradle to grave. It tracks all apps, SaaS-to-SaaS connections, Shadow SaaS, AI Agents, and Shadow AI tools, including their users and data, and adds support for new apps in days, not quarters. It maintains airtight posture and compliance — even as apps and AI Agents are added or updated. And it also ensures accounts remain secure, access privileges are minimized, and alerts are provided for critical threats. Some of the questions we help Security teams answer, include: - What SaaS, GenAI, Shadow applications are our employees using? - Are there applications employees have installed that have access to our company's data? - Are there any risky users in my company who may leak financial or personal company data? - Do employees have the appropriate level of permissions or are they over-permissioned? - Are our application configurations in compliance with industry standards? - What unsanctioned SaaS apps are being used? - Are any employees using GenAI tools incorrectly with company data? Reco uses advanced analytics around persona, actions, interactions and relationships to other users, and then alerts on exposure from misconfigurations, over-permission users, compromised accounts, and risky user behavior. This comprehensive picture is generated continuously using the Reco Knowledge Graph and empowers security teams to take swift action to effectively prioritize their most critical points of risk. The company’s leadership team brings expertise and innovation from leading technology, cybersecurity and counterintelligence organizations. Reco is backed by top-tier investors including Insight Partners, Zeev Ventures, BoldStart Ventures, and Angular Ventures and has established partnerships with leading technology companies including AWS, Wiz, Palo Alto Networks, Tines and Torq. You can learn more or book a demo at www.reco.ai.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 7

**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 (242 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/recolabs/ (63 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 71% Mid-Market, 14% Enterprise


#### What Are Reco's Pros and Cons?

**Pros:**

- Ease of Use (3 reviews)
- Customer Support (2 reviews)
- Easy Integrations (1 reviews)
- Easy Setup (1 reviews)
- Intuitive (1 reviews)

**Cons:**

- Limitations (1 reviews)

### 20. [Relyance AI](https://www.g2.com/products/relyance-ai/reviews)
  Your 24/7 Data Defense Engineer. Code to Cloud. Relyance AI is an AI-native data security and continuous compliance platform that autonomously tracks and protects sensitive data across code, cloud, SaaS, vendors, and AI systems. Unlike traditional compliance tools that rely on manual workflows and static assessments, Relyance AI continuously discovers data flows directly from source code to runtime environments — giving organizations real-time visibility and policy enforcement across their entire data ecosystem. Built for security, privacy, and engineering teams, Relyance AI enables: • Automated data mapping and Records of Processing Activities (ROPA) • Continuous privacy and regulatory compliance (GDPR, CCPA, AI regulations) • AI governance and third-party risk visibility • Real-time policy violation detection and prevention • Unified oversight across controllers, processors, and sub-processors By eliminating manual oversight and spreadsheet-based compliance, Relyance AI reduces operational burden by up to 80% while strengthening data protection and audit readiness. Visit www.relyance.ai to learn more.


  **Average Rating:** 3.9/5.0
  **Total Reviews:** 5

**Who Is the Company Behind Relyance AI?**

- **Seller:** [Relyance AI](https://www.g2.com/sellers/relyance-ai)
- **Year Founded:** 2020
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** https://www.linkedin.com/company/relyanceai/ (149 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 60% Mid-Market, 40% Small-Business


#### What Are Relyance AI's Pros and Cons?

**Pros:**

- Automation (1 reviews)
- Compliance Management (1 reviews)
- Data Protection (1 reviews)
- Efficiency (1 reviews)
- Simple (1 reviews)

**Cons:**

- Complex Functions (1 reviews)
- Lack of Automation (1 reviews)
- Learning Curve (1 reviews)
- Limitations (1 reviews)
- Limited Charting Options (1 reviews)

### 21. [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:** 113

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

- **Seller:** [SentinelOne](https://www.g2.com/sellers/sentinelone)
- **Company Website:** https://www.sentinelone.com
- **Year Founded:** 2013
- **HQ Location:** Mountain View, CA
- **Twitter:** @SentinelOne (57,785 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2886771/ (3,197 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services, Financial Services
  - **Company Size:** 60% Mid-Market, 31% Enterprise


#### What Are SentinelOne Singularity Cloud Security's Pros and Cons?

**Pros:**

- Security (27 reviews)
- Ease of Use (20 reviews)
- Vulnerability Detection (19 reviews)
- Cloud Management (16 reviews)
- Cloud Security (15 reviews)

**Cons:**

- Complexity (5 reviews)
- Ineffective Alerts (5 reviews)
- Complex Setup (4 reviews)
- Difficult Configuration (4 reviews)
- Poor UI (4 reviews)

### 22. [Tenable Cloud Security](https://www.g2.com/products/tenable-tenable-cloud-security/reviews)
  Tenable Cloud Security is an actionable cloud security platform that exposes and closes priority security gaps caused by misconfigurations, risky entitlements and vulnerabilities. Organizations use its intuitive UI to unify siloed tools to secure the full cloud stack, achieving end-to-end visibility, prioritization and remediation across infrastructure, workloads, identities, data and AI services. Users can access the extensive knowledgebase of Tenable Research, reducing the risk of breaches with advanced prioritization that understands resource, identity and risk relationships. Tenable uses this context to pinpoint toxic combinations of risk most likely to be exploited. Take action, even if you only have 5 minutes, with guided remediations and code snippets that significantly reduce MTTR. With one click, report on compliance with industry benchmarks and regulatory requirements, e.g. SOC 2, GDPR & HIPAA. TCS is part of Tenable’s AI-powered exposure management platform, Tenable One.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 37

**Who Is the Company Behind Tenable Cloud Security?**

- **Seller:** [Tenable](https://www.g2.com/sellers/tenable)
- **Company Website:** https://www.tenable.com/
- **HQ Location:** Columbia, MD
- **Twitter:** @TenableSecurity (87,708 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/25452/ (2,339 employees on LinkedIn®)
- **Ownership:** NASDAQ: TENB

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 57% Mid-Market, 38% Enterprise


#### What Are Tenable Cloud Security's Pros and Cons?

**Pros:**

- Compliance (6 reviews)
- Detailed Analysis (6 reviews)
- Ease of Use (5 reviews)
- Features (5 reviews)
- Integrations (5 reviews)

**Cons:**

- Complex Setup (4 reviews)
- Expensive (4 reviews)
- Feature Limitations (4 reviews)
- Difficult Setup (3 reviews)
- Implementation Difficulty (3 reviews)

### 23. [Zenity](https://www.g2.com/products/zenity/reviews)
  Founded in 2021, Zenity brings application security controls to the world of business-led development and AI adoption. The Zenity platform is built from the ground up with a security-first approach centered on three pillars: Visibility, Risk Assessment, and Governance. As the founding member of the OWASP Top 10 project specifically focused on low-code/no-code development, Zenity takes a community-oriented approach to this rapidly evolving security vector. With SOC 2 Type 2 and GDPR compliance, Zenity’s agent-less platform is uniquely positioned to help enterprises truly know their business apps, and helps organizations with identifying how copilots, AI, and low-code/no-code platforms are being used, the business context for each individual app developed on those platforms, and providing governance to ensure secure development. For more information, visit us at https://www.zenity.io



**Who Is the Company Behind Zenity?**

- **Seller:** [Zenity](https://www.g2.com/sellers/zenity)
- **Year Founded:** 2021
- **HQ Location:** Tel-Aviv, IL
- **LinkedIn® Page:** https://www.linkedin.com/company/zenitysec/ (124 employees on LinkedIn®)



### 24. [Zscaler Zero Trust Cloud](https://www.g2.com/products/zscaler-zero-trust-cloud/reviews)
  Zscaler global cloud delivers the entire gateway security stack as a service. By securely connecting users to their applications, regardless of device, location, or network, Zscaler is transforming enterprise security.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 37

**Who Is the Company Behind Zscaler Zero Trust Cloud?**

- **Seller:** [Zscaler](https://www.g2.com/sellers/zscaler)
- **Year Founded:** 2008
- **HQ Location:** San Jose, California
- **Twitter:** @zscaler (17,556 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/234625/ (8,743 employees on LinkedIn®)
- **Ownership:** NASDAQ:ZS

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services, Computer & Network Security
  - **Company Size:** 52% Enterprise, 29% Small-Business


#### What Are Zscaler Zero Trust Cloud's Pros and Cons?

**Pros:**

- Security (5 reviews)
- Threat Detection (4 reviews)
- Ease of Use (3 reviews)
- Protection (3 reviews)
- Threat Protection (3 reviews)

**Cons:**

- Access Control (1 reviews)
- Complex Configuration (1 reviews)
- Complexity (1 reviews)
- Complex Setup (1 reviews)
- Difficult Configuration (1 reviews)


    ## What Is AI Security Posture Management (AI-SPM) Tools Software?
  [Artificial Intelligence Software](https://www.g2.com/categories/artificial-intelligence)
  ## What Software Categories Are Similar to AI Security Posture Management (AI-SPM) Tools Software?
    - [Cloud Workload Protection Platforms](https://www.g2.com/categories/cloud-workload-protection-platforms)
    - [Cloud Compliance Software](https://www.g2.com/categories/cloud-compliance)
    - [Cloud Security Posture Management (CSPM) Software](https://www.g2.com/categories/cloud-security-posture-management-cspm)
    - [Cloud-Native Application Protection Platform (CNAPP)](https://www.g2.com/categories/cloud-native-application-protection-platform-cnapp)