Best AI Security Posture Management (AI-SPM) Tools Software - Page 6

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

Total Products under this Category: 118

Category Stats (Oct 2026)

  • Average Rating: 4.59/5 (↑0.01 vs Sep 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Reco (+2.52%) - Among all products in this category, Reco recorded the largest rating increase compared to last month

Last updated: October 09, 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
  • 2,900+ Authentic Reviews
  • 118+ 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

Highlighted products: Orca Security, Microsoft Defender for Cloud, Wiz, Varonis Data Security Platform, CrowdStrike Falcon Cloud Security, Saviynt, 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=crowdstrike-falcon-cloud-security&focus%5B%5D=saviynt-saviynt&focus%5B%5D=cortex-cloud&focus%5B%5D=layerx-browser-security-platform)

Obsidian Security

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
  • Year Founded: 2017
  • HQ Location: Palo Alto, California, United States
  • Twitter: @obsidiansec
    1,094 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    267 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Large, 67% Medium

What Do G2 Reviewers Say About Obsidian Security?

AI-generated summary from verified user reviews

Pros
  • Users commend the A1 customer support from Obsidian, which ensures smooth implementation and positive outcomes for SaaS security.
  • Users appreciate the implementation ease of Obsidian Security, thanks to dedicated customer support and a streamlined process.
  • Users highlight the effective onboarding support from Obsidian, enhancing the implementation experience for SaaS Security practitioners.
  • Users find Obsidian Security to offer a comprehensive solution that significantly enhances SaaS security efforts.
Cons
  • Users find that the dashboard issues hinder usability and fall short compared to current SSPM offerings.
  • Users find the inadequate threat analysis in Obsidian Security limits its effectiveness compared to other platforms.
  • Users find the limited reporting capabilities of Obsidian Security to be a hindrance in effectiveness and usability.
  • Users note issues with reporting and dashboard functionality, expressing a need for improvement in these areas.
  • Users feel the UX could be improved, particularly with reports and the functionality of certain dashboards.

What Are Recent G2 Reviews of Obsidian Security?

Prisma AIRS

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
  • Company Website:
  • Year Founded: 2005
  • HQ Location: Santa Clara, CA
  • Twitter: @PaloAltoNtwks
    128,951 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    23,492 employees on LinkedIn®

PureML

Who Is the Company Behind PureML?

  • Seller: PureML
  • Year Founded: 2025
  • HQ Location: Santa Clara, US
  • LinkedIn® Page: www.linkedin.com
    28 employees on LinkedIn®

AI can help you find the answers. G2 helps you trust them.

Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

Relyance AI

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?

Who Uses This Product?

  • Company Size: 60% Medium, 40% Small

What Do G2 Reviewers Say About Relyance AI?

AI-generated summary from verified user reviews

Pros
  • Users value the strong security measures of Relyance AI, enhancing privacy and data management for legal professionals.
  • Users appreciate the seamless monitoring capabilities of Relyance AI for tracking personal data movement effectively.
  • Users value the automation capabilities of Relyance AI, enhancing productivity and reducing human errors significantly.
  • Users value the collaborative capabilities of Relyance AI, enhancing cooperation between engineers and lawyers for data privacy.
  • Users value Relyance AI for its ability to ensure global compliance with data protection laws through comprehensive analysis.
Cons
  • Users find the complex functionality of Relyance AI requires significant customization and poses a steep learning curve.
  • Users find that Relyance AI's data privacy features may overwhelm small companies still learning about data protection.
  • Users often find the lack of automation in Relyance AI leads to complex setups and reduced human oversight.
  • Users find the learning curve steep, needing significant customization and facing challenges in data integration and usability.
  • Users find challenges with complex implementation and customization of Relyance AI, affecting its overall usability and integration.

What Are Recent G2 Reviews of Relyance AI?

RiskAI Pro

RiskAI Pro is an advanced platform designed to streamline security and compliance processes within the healthcare industry. By automating up to 90% of security and privacy frameworks such as HIPAA, SOC 2, NIST, and ISO, RiskAI Pro enables organizations to achieve compliance more efficiently and cost-effectively. Key Features and Functionality: - Comprehensive Automation: Automates security risk analyses in accordance with the Final Guidance set by the Health and Human Services (HHS) Office for Civil Rights (OCR), ensuring thorough and compliant assessments. - Extensive Framework Support: Supports over 175 cybersecurity and regulatory frameworks, including HIPAA, NIST CSF, PCI DSS, SOC 2, and ISO 27001, providing versatility to meet diverse compliance needs. - AI-Enabled Risk Management: Utilizes artificial intelligence to prioritize risk management activities, assist with control implementation, and quantify predictive residual risk scores, enhancing decision-making processes. - Vendor Risk Management: Offers a dedicated portal to manage risk remediation and mitigation with vendors and business associates, ensuring comprehensive oversight of third-party risks. Primary Value and User Solutions: RiskAI Pro addresses the complex challenges of maintaining security and compliance in the healthcare sector by providing an integrated, AI-driven platform that automates critical processes. This not only reduces the time and resources required for compliance but also enhances the accuracy and effectiveness of risk management strategies. By leveraging RiskAI Pro, healthcare organizations can focus more on patient care while ensuring robust security and compliance standards are met.

Who Is the Company Behind RiskAI Pro?

SentinelOne Prompt Security

One platform. Every AI touchpoint. Full visibility and control. From employees and developers to homegrown apps and autonomous agents, Prompt Security protects your entire AI ecosystem without slowing innovation.

Who Is the Company Behind SentinelOne Prompt Security?

  • Seller: SentinelOne
  • Company Website:
  • Year Founded: 2013
  • HQ Location: Mountain View, CA
  • Twitter: @SentinelOne
    57,863 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,529 employees on LinkedIn®

ShadowLock

ShadowLock is a shadow AI detection and governance platform that gives MSPs and IT teams real-time visibility and control over how employees use AI tools, before sensitive data leaves the endpoint. It covers the blind spots managed-device controls miss: browser extensions, desktop AI apps, local LLMs like Ollama, and personal accounts. A browser extension intercepts and classifies risky pastes to AI sites, a Windows agent blocks desktop AI apps and deploys silently via your existing RMM, and a multi-tenant dashboard lets you audit or block each control with audit-ready reports. Built for MSPs to govern AI across every client from one place, and private by design with no keystroke logging and zero content transmission.

Who Is the Company Behind ShadowLock?

Snyk Evo AI-SPM

Who Is the Company Behind Snyk Evo AI-SPM?

  • Seller: Snyk
  • HQ Location: Boston, Massachusetts
  • Twitter: @snyksec
    21,057 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,764 employees on LinkedIn®

Socnova

Who Is the Company Behind Socnova?

  • Seller: Socnova
  • Year Founded: 2026
  • HQ Location: Bolu, TR
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®
Lauren Worth
LW
Researched and written by Lauren Worth
Updated April 9, 2026