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: 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)

ORION Security

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

Average Rating: 4.5/5.0

Total Reviews: 7

Who Is the Company Behind ORION Security?

Who Uses This Product?

  • Company Size: 57% Medium, 29% Large

What Are Recent G2 Reviews of ORION Security?

Zscaler Zero Trust Cloud

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: 4.5/5.0

Total Reviews: 106

Who Is the Company Behind Zscaler Zero Trust Cloud?

  • Seller: Zscaler
  • Year Founded: 2008
  • HQ Location: San Jose, California
  • Twitter: @zscaler
    17,676 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    9,150 employees on LinkedIn®
  • Ownership: NASDAQ:ZS

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer & Network Security
  • Company Size: 49% Large, 31% Medium

What Do G2 Reviewers Say About Zscaler Zero Trust Cloud?

AI-generated summary from verified user reviews

Pros
  • Users value the cloud-native Zero Trust architecture of Zscaler Zero Trust Cloud, enhancing security and user experience.
  • Users value the advanced threat protection features of Zscaler Zero Trust Cloud, ensuring a secure online environment.
  • Users appreciate the ease of use of Zscaler Zero Trust Cloud, enhancing security and streamlining access effortlessly.
  • Users value the comprehensive protection Zscaler offers, enhancing security and simplifying access to private applications.
  • Users value the advanced threat protection of Zscaler, ensuring a secure online environment with comprehensive cybersecurity features.
Cons
  • Users face challenges with initial configuration of Zscaler Zero Trust Cloud, especially when setting granular access policies.
  • Users find the complex configuration of Zscaler Zero Trust Cloud challenging, especially when tailoring access policies.
  • Users find the complexity of initial configuration in Zscaler Zero Trust Cloud can be time-consuming and challenging.
  • Users find the complex setup of Zscaler Zero Trust Cloud time-consuming, especially for customizing access policies.
  • Users find difficult configuration challenging in Zscaler Zero Trust Cloud, particularly when customizing access policies for their needs.

What Are Recent G2 Reviews of Zscaler Zero Trust Cloud?

What Are G2 Users Discussing About Zscaler Zero Trust Cloud?

Harmonic Security

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

Average Rating: 4.6/5.0

Total Reviews: 6

Who Is the Company Behind Harmonic Security?

Who Uses This Product?

  • Company Size: 67% Medium, 33% Large

What Are Recent G2 Reviews of Harmonic Security?

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Netskope One Platform

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: 94

Who Is the Company Behind Netskope One Platform?

  • Seller: Netskope
  • Year Founded: 2012
  • HQ Location: Santa Clara, CA
  • Twitter: @Netskope
    11,290 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,402 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer & Network Security
  • Company Size: 52% Large, 35% Medium

What Do G2 Reviewers Say About Netskope One Platform?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Netskope One Platform, appreciating its simple implementation and unified management.
  • Users value the easy integrations of Netskope One Platform, enhancing functionality with seamless connections to various solutions.
  • Users value the superior security features of Netskope One Platform, enhancing organizational data protection and threat management.
  • Users appreciate the enhanced visibility of Netskope One Platform, enabling effective security measures and improved threat responses.
  • Users value the robust data protection offered by Netskope One Platform, enhancing security against cyber threats effectively.
Cons
  • Users find the complex configuration of Netskope One Platform challenging, requiring time and expertise to deploy effectively.
  • Users often find the complex implementation of Netskope One Platform challenging, requiring considerable time and expertise for setup.
  • Users face complexity during setup with the Netskope One Platform, requiring time and expertise for effective deployment.
  • Users find integration issues with Netskope challenging, particularly with third-party tools and initial setup complexities.
  • Users find the complex setup of Netskope One challenging, particularly with configuration and integration processes.

What Are Recent G2 Reviews of Netskope One Platform?

What Are G2 Users Discussing About Netskope One Platform?

Reco

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: 4.8/5.0

Total Reviews: 10

Who Is the Company Behind Reco?

  • Seller: Reco
  • Year Founded: 2020
  • HQ Location: New York, New York
  • Twitter: @recolabs_ai
    248 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    189 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 64% Medium, 27% Small

What Do G2 Reviewers Say About Reco?

AI-generated summary from verified user reviews

Pros
  • Users value the fantastic customer support offered by Reco, enhancing their overall experience and satisfaction.
  • Users highlight the ease of use of Reco, particularly enjoying its simple onboarding and intuitive dashboard.
  • Users love the easy integrations with various SaaS applications, enhancing their overall experience and productivity.
  • Users praise the easy setup of Reco, allowing quick deployment and efficient use by the security team.
  • Users love the intuitive dashboard of Reco, making navigation and usage simple and efficient.
Cons
  • Users feel the lack of remediation features in Reco limits its overall effectiveness and usefulness.

What Are Recent G2 Reviews of Reco?

AppOmni

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: 4.6/5.0

Total Reviews: 7

Who Is the Company Behind AppOmni?

  • Seller: AppOmni
  • Year Founded: 2018
  • HQ Location: Bay Area, US
  • Twitter: @AppOmniSecurity
    732 Twitter followers
  • LinkedIn® Page: linkedin.com
    141 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 38% Small

What Are Recent G2 Reviews of AppOmni?

Neo

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.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Neo?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Neo?

SentinelOne Singularity Cloud Security

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: 122

Who Is the Company Behind SentinelOne Singularity Cloud 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®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Financial Services
  • Company Size: 59% Medium, 30% Large

What Do G2 Reviewers Say About SentinelOne Singularity Cloud Security?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the real-time threat alerts of SentinelOne Singularity Cloud Security, enhancing proactive protection against vulnerabilities.
  • Users appreciate the intuitive and user-friendly interface of SentinelOne Singularity, enhancing security management for everyone.
  • Users value the automated vulnerability detection of PingSafe, enabling proactive security and swift threat identification.
  • Users praise PingSafe for its comprehensive cloud security solutions that enhance threat detection and proactive risk management.
  • Users value the strong visibility and protection offered by SentinelOne Singularity Cloud Security, enhancing their operational efficiency.
Cons
  • Users note the complexity of configuring SentinelOne Singularity Cloud Security, requiring time and experience for effective use.
  • Users find that ineffective alerts require tuning, complicating setup and alignment with organizational workflows.
  • Users find the complex setup of SentinelOne Singularity Cloud Security can be time-consuming and challenging to navigate.
  • Users find the difficult configuration of SentinelOne Singularity Cloud Security can complicate setup and usage experience.
  • Users feel the UI of SentinelOne Singularity is clunky, making the platform harder to navigate and set up.

What Are Recent G2 Reviews of SentinelOne Singularity Cloud Security?

Thales CipherTrust Data Security Platform

Thales CipherTrust Data Security Platform (CDSP) removes the complexity from enterprise data security by unifying discovery, analysis, protection, and control in a single, modern platform. Built on a cloud-native, microservices architecture, CipherTrust Data Security Platform is designed to secure sensitive data across on-premises, hybrid, cloud, and multi-cloud environments while accelerating time to compliance and enabling secure cloud migrations. It brings together data discovery and classification, encryption, tokenization, granular access controls, and centralized key management - reducing operational overhead and consolidating previously siloed tools. Discover: Scans structured and unstructured data across on-prem, cloud, and hybrid environments to locate sensitive data (PII, financial records, etc.), giving you visibility into where critical data actually lives. Analyze: Assesses risk by attaching context to discovered data, helping prioritize what needs protection based on sensitivity, regulatory exposure, and access patterns. Protect: Applies encryption, tokenization, and key management to secure data at rest, in transit, and in use with minimal disruption. Control: Enforces granular access policies and provides detailed audit logs, enabling strict governance, separation of duties, and compliance reporting across the entire data lifecycle. CipherTrust Data Security Platform supports flexible deployment models - on-premises, hybrid, or as-a-service - so organizations can align security with operational requirements. By consolidating data-centric security capabilities into a single platform, CDSP reduces risk and provides a clear, scalable path to comprehensive data security.

Average Rating: 4.5/5.0

Total Reviews: 28

Who Is the Company Behind Thales CipherTrust Data Security Platform?

  • Seller: Thales Group
  • Company Website:
  • HQ Location: Austin, Texas
  • Twitter: @ThalesCloudSec
    6,935 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    46 employees on LinkedIn®
  • Ownership: EPA:HO

Who Uses This Product?

  • Top Industries: Banking, Information Technology and Services
  • Company Size: 64% Large, 24% Small

What Are Recent G2 Reviews of Thales CipherTrust Data Security Platform?

What Are G2 Users Discussing About Thales CipherTrust Data Security Platform?

Act Security

Act removes excessive access across your cloud, eliminating the attack paths every breach relies on.

Who Is the Company Behind Act Security?

AI-Sentinel

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?

Lauren Worth
LW
Researched and written by Lauren Worth
Updated April 9, 2026