Best AI Security Posture Management (AI-SPM) Tools Software - Page 4

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)

CyberGrade

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?

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How it works

Cynco

Who Is the Company Behind Cynco?

  • Seller: Cynco
  • Year Founded: 2024
  • HQ Location: Kuala Lumpur, MY
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Darktrace / SECURE AI

Darktrace / SECURE AI applies behavioral security to help organizations safely adopt AI across their business. Powered by Darktrace Adaptive AI, it learns how prompts, users, agents, and AI systems normally operate within the context of each organization, helping security teams identify misuse, misconfiguration, policy violations, and unexpected behavior that traditional, rule-based controls may miss. Darktrace / SECURE AI gives organizations the visibility, behavioral understanding, governance, and ability to act needed to manage AI risk across four key areas: - Shadow AI Management: Discover unsanctioned or unexpected AI activity, distinguish misuse of approved tools from genuinely unapproved services, and guide users toward sanctioned alternatives. - AI Prompt Analysis: Monitor prompts, sessions, and responses across supported enterprise AI services and agent-building environments to identify sensitive data exposure, attempted jailbreaks, possible prompt injection, and other risky activity. - AI Agent Identities and Actions: Understand which human and non-human identities are associated with AI activity, what agents can access, how they connect to other systems, and whether their behavior remains aligned with their intended purpose. - AI Agent Development Risk Management: Identify excessive permissions, misconfigurations, and anomalous development activity across supported low-code and high-code AI development environments. Policy Manager provides a governance layer across these capabilities by mapping an organization’s own AI policies against real prompt activity. This helps teams investigate potential misalignment, track policy effectiveness over time, and manage AI adoption based on how AI is actually being used. Darktrace / SECURE AI helps organizations move beyond simply observing AI activity to understanding behavior, managing risk, and governing AI adoption with confidence

Who Is the Company Behind Darktrace / SECURE AI?

  • Seller: Darktrace
  • Company Website:
  • Year Founded: 2013
  • HQ Location: Cambridgeshire, England
  • Twitter: @Darktrace
    18,177 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,597 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

Deeploy

Who Is the Company Behind Deeploy?

  • Seller: Deeploy
  • Year Founded: 2020
  • HQ Location: Utrecht, NL
  • LinkedIn® Page: www.linkedin.com
    19 employees on LinkedIn®

Echo

Who Is the Company Behind Echo?

  • Seller: Echo
  • Year Founded: 2025
  • HQ Location: New York, New York, United States
  • LinkedIn® Page: www.linkedin.com
    63 employees on LinkedIn®

Fortifai

Who Is the Company Behind Fortifai?

  • Seller: Fortifai
  • Year Founded: 2024
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®
Lauren Worth
LW
Researched and written by Lauren Worth
Updated April 9, 2026