Best AI Security Solutions Software - Page 20

How Many AI Security Solutions Software Products Does G2 Track?

Total Products under this Category: 304

Category Stats (Sep 2026)

  • Average Rating: 4.53/5 (↓0.05 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Patronus AI (+12.83%) - Among all products in this category, Patronus AI recorded the largest rating increase compared to last month

Last updated: September 05, 2026

How Does G2 Rank AI Security Solutions Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,900+ Authentic Reviews
  • 304+ 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)

Vector

Vector is an AI agent security gateway designed to monitor, control, and secure autonomous AI agents and MCP-based workflows in real time. It sits inline between AI agents and external systems, inspecting every action, tool call, and data request before execution. Vector evaluates intent, enforces policies, and prevents unauthorized actions such as data exfiltration, over-privileged tool access, and indirect prompt injection attacks. Built for modern agentic systems, Vector provides granular control over how AI agents interact with APIs, databases, and enterprise tools. It enables organizations to enforce least-privilege access, apply real-time decisioning (allow, block, redact), and maintain full visibility through audit-ready logs. With centralized policy management and seamless integration into existing security stacks, Vector allows enterprises to safely deploy and scale autonomous AI agents without compromising on security, compliance, or operational control.

Who Is the Company Behind Vector?

  • Seller: LangProtect
  • Year Founded: 2025
  • HQ Location: 111 Congress Avenue Suite 500, Austin, Texas - 78701
  • Twitter: @LangProtect
    6 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®
  • Ownership: Private

Veil.ai

Who Is the Company Behind Veil.ai?

  • Seller: Veil.ai
  • Year Founded: 2019
  • HQ Location: Helsinki, FI
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Velum Labs

Velum Labs is a cyber intelligence company dedicated to transforming how businesses manage cyber risks and prevent data loss. By offering non-intrusive, cloud-based solutions grounded in a deep understanding of cyber-attack methodologies, Velum Labs empowers organizations to proactively identify and mitigate potential threats, protect sensitive data, and minimize the impact of cyber incidents. Their services cater to sectors such as insurance, regulatory, and legal industries, ensuring clients can confidently adapt to the ever-evolving cyber landscape. Key Features and Functionality: - V-DARK: A next-generation cyber intelligence platform that provides analysts with a unified interface to monitor and assess risk exposure. Utilizing proprietary data sourcing and analysis techniques, V-DARK enables active cyber defense monitoring. - V-CLOUD: A non-intrusive cloud monitoring platform designed to identify and monitor configuration errors in cloud environments, particularly focusing on Microsoft 365 security. It offers a comprehensive view of access and directory events, including file sharing and third-party application connectivity. - V-ATTACK: A real-time cyber emulation service that simulates cyber-attacks on organizational systems to assess cybersecurity posture. Developed by CREST-certified experts, V-ATTACK identifies vulnerabilities and aids in developing strategies for enhanced protection against real-world threats. Primary Value and Solutions Provided: Velum Labs addresses the critical need for organizations to stay ahead of sophisticated cyber threats. By offering actionable intelligence and advanced monitoring tools, they enable businesses to: - Proactively identify and mitigate potential cyber threats. - Protect sensitive data from unauthorized access and breaches. - Ensure compliance with industry regulations and standards. - Enhance overall cybersecurity posture through continuous monitoring and real-time emulation of attack scenarios. Through their innovative solutions, Velum Labs empowers organizations to navigate the complex cyber landscape with confidence and agility.

Who Is the Company Behind Velum Labs?

Veredge

Veredge is an advanced AI-driven platform designed to enhance the security and efficiency of digital assets. By leveraging cutting-edge artificial intelligence and machine learning technologies, Veredge provides comprehensive solutions for threat detection, risk assessment, and incident response. Its intuitive interface and robust analytics empower organizations to proactively manage and mitigate potential security threats, ensuring the integrity and confidentiality of their data. Key Features and Functionality: - Real-Time Threat Detection: Continuously monitors digital environments to identify and alert users to potential security breaches as they occur. - Automated Risk Assessment: Evaluates vulnerabilities within systems and provides actionable insights to strengthen security postures. - Incident Response Automation: Streamlines the process of responding to security incidents, reducing response times and minimizing potential damage. - Comprehensive Analytics: Offers detailed reports and visualizations to help organizations understand security trends and make informed decisions. - User-Friendly Interface: Designed with simplicity in mind, allowing users of all technical levels to navigate and utilize the platform effectively. Primary Value and Solutions Provided: Veredge addresses the critical need for proactive and intelligent security solutions in an increasingly digital world. By automating threat detection and response, it reduces the burden on IT teams, allowing them to focus on strategic initiatives. The platform's real-time monitoring and analytics capabilities ensure that organizations can swiftly identify and mitigate potential threats, thereby safeguarding sensitive information and maintaining trust with clients and stakeholders.

Who Is the Company Behind Veredge?

VulX

Who Is the Company Behind VulX?

  • Seller: VulX
  • Year Founded: 2025
  • HQ Location: London, GB
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Wardstone

Wardstone is an LLM security API that acts as a firewall between your application and any LLM provider. It detects prompt injections, jailbreaks, harmful content, data leakage, and suspicious links in a single API call with sub-30ms latency. Scan both user inputs and model outputs for threats. One endpoint returns risk bands across four detection categories: prompt attacks, content violations, data leakage (PII like SSNs, credit cards, emails), and unknown links. Drop-in REST API with official SDKs for TypeScript, Python, Go, Ruby, PHP, Java, and C#. Works with any LLM provider including OpenAI, Anthropic, Google, Meta, and Mistral. Free tier with 10,000 API calls/month, no credit card required.

Who Is the Company Behind Wardstone?

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®

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?

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