Best AI Security Solutions Software - Page 27

How Many AI Security Solutions Software Products Does G2 Track?

Total Products under this Category: 398

Category Stats (Nov 2026)

  • Average Rating: 4.59/5 (↑0.02 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Arcjet (+0.54%) - Among all products in this category, Arcjet recorded the largest rating increase compared to last month

Last updated: November 03, 2026

How Does G2 Rank AI Security Solutions Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 3,200+ Authentic Reviews
  • 398+ 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 Solutions Software

G2 Grid® for AI Security Solutions Software plotting products by satisfaction and market presence

Highlighted products: Microsoft Defender for Cloud, Google Cloud Model Armor, Orca Security, Wiz, Zscaler Internet Access, Airia, Cato SASE Cloud, and Securiti.

Underlying data: [Grid® JSON](https://www.g2.com/categories/ai-security-solutions/grids.json?focus%5B%5D=microsoft-defender-for-cloud&focus%5B%5D=google-cloud-model-armor&focus%5B%5D=orca-security&focus%5B%5D=wiz-wiz&focus%5B%5D=zscaler-internet-access&focus%5B%5D=airia&focus%5B%5D=cato-networks-cato-sase-cloud&focus%5B%5D=securiti)

Xalgorix

Xalgorix is an Apache-2.0 open-source autonomous AI pentesting platform for authorized security testing. Unlike scanners that stop at plausible alerts, Xalgorix uses an AI agent to work through a structured 22-phase methodology and a separate verifier to independently reproduce each candidate finding before it is reported. Teams receive exploit-verified evidence, CVSS scoring, proof-of-concept details, remediation guidance, and branded PDF reports. The self-hosted Go and TypeScript project runs locally, keeps scan data in your infrastructure, and supports OpenAI, Anthropic, Gemini, DeepSeek, Groq, Ollama, MiniMax, and other OpenAI-compatible gateways. It includes a local web dashboard, CLI, Docker image, browser-assisted DAST, source-code review and provision-and-test modes, live telemetry, API and GraphQL testing, authentication and session analysis, injection, SSRF, IDOR/BOLA, file upload, deserialization/RCE, cloud, and WebSocket testing. The public repository is free and open source. The optional hosted Xalgorix service removes setup and adds managed scans, schedules, team workspaces, REST API access, CI gating, webhooks, and reports. A free GitHub App reviews pull-request diffs for security issues. Use Xalgorix only on systems you own or have explicit permission to test.

Who Is the Company Behind Xalgorix?

Xylox

Xylox is an AI and infrastructure security validation platform designed to help security teams replace assumptions with proof. By continuously testing security controls and AI systems, Xylox identifies vulnerabilities and provides actionable solutions to enhance an organization's defense mechanisms. Key Features and Functionality: - Continuous Security Validation: Xylox conducts ongoing assessments of security controls and AI systems to ensure they function effectively. - Safe Attack Simulations: The platform executes real attack techniques in a controlled environment to measure detection outcomes and identify gaps. - Adaptive Testing Engine: Xylox evolves its testing methods to uncover blind spots through continuous evolution, ensuring comprehensive coverage. - Actionable Remediation: Upon detecting vulnerabilities, Xylox provides detection rules, guardrail configurations, and prioritized remediation steps, followed by re-testing to confirm the effectiveness of fixes. - AI Security Integration: The platform extends its validation to AI systems, including LLMs, RAG pipelines, and AI agents, ensuring that AI security is treated as an integral part of the overall security strategy. Primary Value and Problem Solved: Xylox addresses the critical issue of unverified security assumptions by providing evidence-based validation of an organization's defenses. By identifying and rectifying vulnerabilities before attackers can exploit them, Xylox enhances the overall security posture, ensuring that both infrastructure and AI systems are resilient against evolving threats. This continuous validation approach empowers security teams to move from periodic assessments to an ongoing, adaptive security strategy.

Who Is the Company Behind Xylox?

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

Zedly AI

Who Is the Company Behind Zedly AI?

  • Seller: Zedly AI
  • Year Founded: 2025
  • HQ Location: Weston, US
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

ZeroCloak

ZeroCloak is an advanced AI-powered ad cloaking and traffic filtering platform that helps marketers protect campaigns, block invalid traffic, and improve ad performance across major advertising networks.

Who Is the Company Behind ZeroCloak?

ZIGRAM

Who Is the Company Behind ZIGRAM?

  • Seller: ZIGRAM
  • Year Founded: 2018
  • HQ Location: Gurugram, IN
  • LinkedIn® Page: www.linkedin.com
    533 employees on LinkedIn®

Zscaler Generative AI Security

Zscaler Generative AI Security is a comprehensive solution designed to enable organizations to harness the benefits of generative AI tools while safeguarding sensitive data and maintaining compliance. By providing visibility and control over user interactions with AI applications, Zscaler ensures that enterprises can innovate securely without compromising data integrity. Key Features and Functionality: - AI Application Visibility: Gain insights into which AI tools are being accessed across the organization, allowing for informed decision-making and policy enforcement. - Granular Access Control: Define and enforce policies that specify which AI applications users can access, ensuring that only approved tools are utilized. - Data Loss Prevention (DLP): Implement robust DLP measures to prevent sensitive information from being shared inadvertently through AI prompts or queries. - Browser Isolation: Utilize secure browser isolation to control user interactions with AI tools, restricting actions such as copy-paste, uploads, and downloads to mitigate data exfiltration risks. - Content Moderation: Monitor and moderate prompts and responses to detect and prevent policy violations, ensuring that AI usage aligns with organizational guidelines. Primary Value and Problem Solved: Zscaler Generative AI Security addresses the critical challenge of balancing the adoption of generative AI technologies with the need to protect sensitive data. By offering comprehensive visibility, control, and protection mechanisms, it enables organizations to: - Enhance Productivity: Safely leverage AI tools to drive innovation and efficiency without exposing the organization to data security risks. - Prevent Data Breaches: Implement proactive measures to prevent unauthorized data sharing and potential breaches resulting from AI interactions. - Ensure Compliance: Maintain adherence to regulatory requirements by monitoring AI usage and enforcing policies that protect sensitive information. In summary, Zscaler Generative AI Security empowers organizations to confidently integrate generative AI into their operations, fostering innovation while ensuring robust data protection and compliance.

Who Is the Company Behind Zscaler Generative AI Security?

  • Seller: Zscaler
  • Company Website:
  • Year Founded: 2008
  • HQ Location: San Jose, California
  • LinkedIn® Page: www.linkedin.com
    9,150 employees on LinkedIn®
  • Ownership: NASDAQ:ZS
Lauren Worth
LW
Researched and written by Lauren Worth
Updated April 9, 2026