Best AI Security Solutions Software - Page 24

How Many AI Security Solutions Software Products Does G2 Track?

Total Products under this Category: 355

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: Arcjet (+0.67%) - Among all products in this category, Arcjet recorded the largest rating increase compared to last month

Last updated: October 16, 2026

How Does G2 Rank AI Security Solutions Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 3,000+ Authentic Reviews
  • 355+ 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, Cato SASE Cloud, Securiti, and Airia.

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=cato-networks-cato-sase-cloud&focus%5B%5D=securiti&focus%5B%5D=airia)

Wardya AI

Wardya AI is a comprehensive Identity and Risk Intelligence Platform designed to assist banks, fintech companies, and government agencies in verifying customer identities, detecting fraud, monitoring Anti-Money Laundering (AML) activities, and making informed decisions. By integrating identity data, risk signals, artificial intelligence, and human oversight, Wardya AI enables organizations to build trust, manage risk, and maintain compliance effectively. Key Features and Functionality: - Identity Verification & Onboarding: Facilitates swift and accurate customer identity verification processes. - Fraud Detection & AML Screening: Employs advanced algorithms to identify fraudulent activities and ensure adherence to AML regulations. - Financial Data & Risk Signals: Aggregates and analyzes financial data to provide comprehensive risk assessments. - Geospatial Risk Intelligence: Utilizes geospatial data to enhance risk evaluation and decision-making processes. - AI Cyber Defense: Implements artificial intelligence-driven cybersecurity measures to protect against digital threats. - Financial Connectivity: Ensures seamless integration with various financial systems and platforms. - Trust & Verification: Establishes and maintains trust through robust verification mechanisms. Primary Value and Solutions Provided: Wardya AI addresses the critical need for secure and efficient identity verification and fraud prevention in the financial sector. By consolidating multiple risk management functions into a single platform, it streamlines operations, reduces the potential for fraud, and ensures compliance with regulatory standards. The platform's AI-powered defense system enhances financial trust by providing accurate, real-time risk assessments, thereby enabling organizations to make safer decisions and build stronger relationships with their customers.

Who Is the Company Behind Wardya AI?

Wingman

Wingman is a veteran-owned company specializing in advanced human-machine teaming solutions tailored for the defense and security sectors. Their flagship product, the T2 drone, is designed to enhance operational efficiency and safety through autonomous flight capabilities. Key Features and Functionality: - Smart Navigation: Users can set destinations via a map interface or by tapping on a desired location, allowing the drone to autonomously navigate while employing advanced obstacle avoidance systems. - Effortless Control: The intuitive interface caters to both novices and experts, enabling easy control through simple commands. - Obstacle Avoidance: Equipped with bubble protection and the ability to operate without GPS for indoor flights, ensuring safe and efficient missions. - Robust Specifications: The T2 drone boasts a 10 km range, 20-minute flight time, speeds up to 70 km/h, and compact dimensions (44 cm length, 46 cm width, 14 cm height) with 17.8 cm propellers. - Enhanced Connectivity: Features a communication unit providing a stable link up to 15 km with ultra-responsive 150ms latency, ensuring reliable control over vast distances. - Seamless Integration with Steam Deck OLED: Offers responsive joysticks, tactile buttons, and a vibrant OLED display powered by robust hardware, including a 1TB SSD and a 6.8” ultra-bright AMOLED touchscreen. Primary Value and User Solutions: Wingman's T2 drone addresses critical operational challenges in defense and security by providing autonomous flight capabilities that reduce human risk and enhance mission efficiency. Its user-friendly interface and advanced obstacle avoidance systems allow personnel to focus on strategic objectives without the complexities of manual drone operation. The robust connectivity and integration with devices like the Steam Deck OLED ensure reliable performance in diverse environments, making it a valuable asset for modern defense operations.

Who Is the Company Behind Wingman?

  • Seller: Wingman
  • Year Founded: 2018
  • HQ Location: London, GB
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

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How it works

Wiz Red Agent

Wiz Red Agent is an AI-powered security tool designed to simulate sophisticated attacker behaviors, enabling organizations to proactively identify and address complex, logic-driven vulnerabilities within their applications and APIs. By emulating the tactics of advanced threat actors, Red Agent uncovers exploitable risks that traditional security measures might overlook, thereby enhancing an organization's defensive posture. Key Features and Functionality: - AI-Driven Attack Simulation: Red Agent acts as an intelligent adversary, analyzing application behavior in real-time to discover and validate intricate vulnerabilities. - Context-Aware Exploitation: Utilizes context-aware, multi-step exploits to identify risks that are challenging to detect without AI capabilities. - Continuous Vulnerability Assessment: Provides ongoing evaluation of applications and APIs, ensuring that emerging threats are promptly identified and mitigated. Primary Value and Problem Solved: Wiz Red Agent addresses the challenge of detecting complex, logic-based vulnerabilities that traditional security tools often miss. By simulating advanced attacker techniques, it enables organizations to stay ahead of potential threats, ensuring the security and integrity of their applications and APIs. This proactive approach reduces the risk of exploitation, safeguards sensitive data, and maintains customer trust.

Who Is the Company Behind Wiz Red Agent?

  • Seller: AI-360
  • Year Founded: 2024
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

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?

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®

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