Best AI Security Solutions Software - Page 10

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)

FRDM.ai

Who Is the Company Behind FRDM.ai?

  • Seller: FRDM.ai
  • Year Founded: 2018
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    27 employees on LinkedIn®

Frenos Platform

Frenos is an OT security platform that creates a cyber digital twin of industrial environments using data from existing network, security, asset, and vulnerability management technologies. Frenos analyzes network architecture, routing, security policies, assets, vulnerabilities, and other security context and uses an AI reasoning agent (SAIRA) to model potential adversary attack paths, validate defensive controls, identify exploitable exposures, and prioritize remediation without actively interacting with production systems.

Who Is the Company Behind Frenos Platform?

FriskAI

Who Is the Company Behind FriskAI?

  • Seller: FriskAI
  • Year Founded: 2025
  • HQ Location: Los Angeles, US
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

FSD-Tech PointGuard AI

PointGuard AI, developed by FSD-Tech, is a comprehensive security platform designed to protect applications and AI pipelines throughout their entire lifecycle. It offers real-time monitoring and advanced threat intelligence to secure training data, model behavior, and deployment pipelines, ensuring robust protection for modern DevSecOps environments. Key Features and Functionality: - Unified Application and AI Defense: Detects, prioritizes, and remediates vulnerabilities in both applications and AI models, providing a holistic security approach. - Noise-Free Prioritization: Reduces over 90% of false alerts, allowing security teams to focus on critical issues without being overwhelmed by unnecessary notifications. - Continuous Security Monitoring: Offers real-time surveillance of AI systems, pipelines, models, and runtime environments to promptly identify and address threats and anomalies. - Seamless Ecosystem Integration: Integrates effortlessly with DevOps, security tools, MLOps, CI/CD pipelines, and cloud ecosystems, enhancing operational efficiency. - AI Security Posture Management: Detects misconfigurations, maps to security frameworks, and automates remediation processes to maintain a strong security posture. - Runtime AI Protection: Blocks prompt injections, monitors for model drift, and prevents malicious inference behaviors to safeguard AI operations. - Alert Deduplication and Prioritization: Utilizes impact, context, and business risk metrics to suppress low-risk noise and highlight genuine threats, streamlining response efforts. - Workflow and Remediation Automation: Integrates with DevOps pipelines to drive issues into workflows for immediate resolution, enhancing response times. - Governance and Compliance Reporting: Aligns with industry standards such as OWASP, MITRE, CSA, and CISA, ensuring compliance and audit readiness. Primary Value and User Solutions: PointGuard AI addresses the critical need for securing AI models and applications in an era where AI integration is rapidly expanding. By providing a unified platform that combines application security with AI-specific protections, it enables organizations to: - Reduce Alert Fatigue: By filtering out low-risk notifications, security teams can concentrate on addressing genuine threats, improving efficiency and effectiveness. - Protect AI Pipelines: Safeguards models against risks such as prompt injections, model drift, data leaks, and misconfigurations, ensuring the integrity and reliability of AI deployments. - Centralize Security Data: Offers unified insights across applications and AI systems, facilitating comprehensive compliance and governance management. In summary, PointGuard AI empowers organizations to securely adopt and scale AI technologies by providing end-to-end protection, reducing operational complexities, and ensuring compliance with industry standards.

Who Is the Company Behind FSD-Tech PointGuard AI?

Gate Logic

Gate Logic is an advanced AI-driven platform designed to enhance security and access control systems. By integrating cutting-edge artificial intelligence technologies, it offers a comprehensive solution for managing and monitoring entry points, ensuring only authorized individuals gain access to secured areas. The platform is tailored for various sectors, including corporate offices, residential complexes, and industrial facilities, providing a seamless and efficient approach to access management. Key Features and Functionality: - AI-Powered Access Control: Utilizes machine learning algorithms to analyze and authenticate individuals, reducing the risk of unauthorized access. - Real-Time Monitoring: Offers continuous surveillance and instant alerts for any security breaches or anomalies. - User-Friendly Interface: Provides an intuitive dashboard for administrators to manage access permissions and monitor activities effortlessly. - Scalability: Easily adaptable to facilities of different sizes, from small offices to large industrial complexes. - Integration Capabilities: Compatible with existing security infrastructures, allowing for smooth implementation without significant overhauls. Primary Value and Solutions Provided: Gate Logic addresses the critical need for robust and intelligent access control systems in today's security landscape. By leveraging AI, it minimizes human error, enhances response times to potential threats, and ensures a higher level of security. Users benefit from a streamlined access management process, reduced operational costs, and increased peace of mind knowing their premises are protected by state-of-the-art technology.

Who Is the Company Behind Gate Logic?

Giskard

Giskard is the leading sovreign European platform for automated AI red teaming and security testing of AI agents. We help enterprises continuously test their conversational AI applications for both security vulnerabilities and quality issues before and after deployment, ensuring AI agents are safe, accurate, and compliant at scale. As organizations deploy AI agents that interact directly with customers, employees, and critical business systems, they face a new category of risk that traditional security tools cannot address. Prompt injection attacks can manipulate AI agents into leaking sensitive data or performing unauthorized actions. Hallucinations can lead AI assistants to provide confidently wrong information, creating financial, legal, and reputational liability. And as AI agents gain the ability to call tools, execute transactions, and make autonomous decisions, the blast radius of a single compromised or misconfigured agent grows exponentially. Giskard solves this with two complementary products. Our red teaming platform uses autonomous AI agents to dynamically test customer AI applications across 50+ attack categories mapped to the OWASP LLM Top 10. Unlike static testing approaches that rely on pre-programmed test cases, our attacks adapt in real-time based on the target agent's responses across multiple conversation turns, mirroring how real adversaries operate. A complete vulnerability report with a security grade is delivered in under one hour, replacing weeks of manual testing. Our Guards product provides real-time protection through a multi-layer hybrid detection engine that evaluates every AI response before it reaches the user. Using a combination of deterministic rules and context-specific AI models, Guards blocks harmful outputs while maintaining low false positive rates, a critical distinction from regex-based approaches that frequently block legitimate user requests. What makes Giskard unique in the market is that we are the only platform combining security testing and quality evaluation in a single solution. We test for prompt injection and hallucinations. We detect data leakage and sycophancy. We block attacks and prevent incorrect business information from reaching customers. For regulated enterprises, a hallucinated financial recommendation is as damaging as a security breach, and both need to be caught. Giskard was founded in 2021 in Paris and has maintained zero customer churn since inception. Our customers include BNP Paribas, Société Générale, Crédit Agricole, AXA, Google DeepMind, Decathlon, L'Oréal, and Michelin. We are SOC 2 Type II certified, GDPR native, and offer both SaaS and on-premise deployment for organizations with strict data sovereignty requirements. Backed by Elaia Partners, Bessemer Venture Partners, and the European Innovation Council, we are building the trust layer that enables enterprises to deploy AI agents without the fear.

Who Is the Company Behind Giskard?

  • Seller: Giskard
  • Year Founded: 2021
  • HQ Location: Paris, FR
  • LinkedIn® Page: www.linkedin.com
    28 employees on LinkedIn®

Grego AI

Who Is the Company Behind Grego AI?

  • Seller: Grego AI
  • Year Founded: 2024
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Grepture

Grepture is an open-source AI gateway that sits between your application and LLM providers like OpenAI, Anthropic, and Google AI. It gives you full visibility into every AI request your app makes and automatically protects sensitive data before it reaches any model. With a single line of configuration, you get: - Prompt inspection and debugging: See exactly what your AI receives and returns. Replay requests, compare diffs, and trace multi-turn conversations. - Cost tracking: Token-level breakdowns per request with per-model cost estimation across your entire AI stack. - Automatic PII redaction: Detect and mask names, emails, phone numbers, API keys, and 80+ other sensitive data patterns before they leave your infrastructure. Reversible redaction means your app still gets personalized responses. - Conversation tracing: Trace IDs link every request in multi-step agent workflows and chain-of-thought sequences. - Prompt management: Version and deploy prompt changes without redeploying your application. - Evals: Continously score and evaluate the quality of your AI traffic with LLM-as-a-judge evaluations - Integrations and reports: Automatically be notified in Slack or via Email when eval scores drop, usage limits might be reached and export all incoming traffic as OpemTelemetry compatible logs Grepture works as a drop-in replacement with existing OpenAI and Anthropic SDKs with minimal code changes to your application logic. It supports 10+ AI providers through a single dashboard. All infrastructure runs in the EU (Frankfurt and Nuremberg), with GDPR compliance built in. A zero-data mode processes requests without writing content to disk, giving teams full protection with zero stored data. Used by compliance teams, AI startups, and SaaS platforms shipping AI features. Free tier includes 1,000 requests per month with no credit card required.

Who Is the Company Behind Grepture?

gsage

gsage is an on-premise Security Operations Center (SOC) assistant that integrates AI agents, structured tooling, and human oversight to enhance security teams' efficiency. By enabling monitoring, investigation, triage, and response within an organization's infrastructure, gsage eliminates the need to rely on third-party SaaS solutions, ensuring data remains secure and operations are auditable. Key Features and Functionality: - AI-Driven Orchestration: Utilizes AI agents with scoped tool access, operating within a FastAPI backend, Celery workers, and RedBeat scheduler. This setup ensures logged, audited, and isolated operations through an MCP server with per-organization, department, and user permissions. - Comprehensive Integrations: Seamlessly connects with existing tools such as antivirus programs, Endpoint Detection and Response (EDR) systems, Security Information and Event Management (SIEM) platforms, ticketing systems, Web Application Firewalls (WAF), proxies, Human Resources (HR) systems, Active Directory, and asset inventories. These integrations are exposed as typed tools that can be combined, scheduled, and governed with rules. - On-Premise Control: Operates entirely within the user's environment, supporting multi-tenant configurations with organizations, departments, and users as core primitives. Every execution is logged in Elasticsearch, ensuring a full audit trail without data leaving the premises. - Versatile Entry Points: Accessible through various interfaces, including a React-based web UI, email, Telegram, and Command Line Interface (CLI), allowing teams to interact with gsage in their preferred workflows. Primary Value and Problem Solved: gsage addresses the inefficiencies in traditional SOC operations by reducing the time security teams spend switching between dashboards, performing repetitive checks, and manually gathering context for decision-making. By automating these processes and integrating with existing tools, gsage enhances operational efficiency and security posture. Its on-premise deployment ensures that sensitive data remains within the organization's control, providing a secure and auditable solution for modern SOC needs.

Who Is the Company Behind gsage?

GuardAI

GuardAI is an advanced cybersecurity solution designed to protect organizations from evolving digital threats. Utilizing artificial intelligence and machine learning, it offers real-time threat detection, automated response mechanisms, and comprehensive security analytics. GuardAI's key features include continuous network monitoring, anomaly detection, and integration with existing security infrastructures. By proactively identifying and mitigating potential risks, GuardAI enhances an organization's security posture, reduces the likelihood of data breaches, and ensures compliance with industry standards. Its user-friendly interface and customizable settings make it suitable for businesses of all sizes, providing peace of mind in an increasingly complex cyber landscape.

Who Is the Company Behind GuardAI?

Guardian

Enable enterprise level enforcement and management of model security to block unsafe models from entering your environment.

Who Is the Company Behind Guardian?

  • Seller: Palo Alto Networks
  • Year Founded: 2005
  • HQ Location: Santa Clara, CA
  • Twitter: @PaloAltoNtwks
    128,951 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    23,492 employees on LinkedIn®
  • Ownership: NYSE: PANW
Lauren Worth
LW
Researched and written by Lauren Worth
Updated April 9, 2026