Best AI Security Solutions Software - Page 12

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)

Finic

Finic is an AI-driven platform designed to help financial institutions detect and investigate financial crimes more efficiently. By automating risk operations, Finic provides risk operations teams with the necessary data to make informed decisions swiftly, reducing the time spent on each case from hours to minutes. Key Features and Functionality: - Automated Risk Operations: Finic streamlines fraud investigations by consolidating all relevant data into a single, user-friendly interface, complete with summaries and recommendations. - Pre-Built and Customizable Workflows: The platform offers ready-made workflows for various fraud scenarios, including account takeovers, scams, identity fraud, and first-party fraud. Users can also tailor these workflows to meet specific business needs. - Anti-Money Laundering (AML) Capabilities: Finic enables rapid assessment of customer activities, facilitating efficient transaction monitoring and the generation of Suspicious Activity Reports (SARs). - Dispute Management: The platform assists in identifying subtle signals within data, enhancing dispute resolution processes to increase win rates and minimize losses. - Seamless Integrations: Finic connects effortlessly with internal dashboards, databases, vendor APIs, and other systems, ensuring a comprehensive and cohesive risk management approach. Primary Value and User Solutions: Finic addresses the challenges faced by financial institutions in combating financial crimes by automating and enhancing the efficiency of fraud investigations. By providing a centralized platform that integrates various data sources and offers intelligent recommendations, Finic empowers risk operations teams to detect and respond to fraudulent activities more rapidly and accurately. This not only reduces operational costs but also strengthens the institution's ability to prevent financial losses and maintain customer trust.

Who Is the Company Behind Finic?

  • Seller: Finic
  • Year Founded: 2025
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Fireraven

Fireraven helps businesses deploy secure and compliant AI agents. We uncover security risks and compliance gaps through automated AI red-teaming, and mitigate those gaps through low-code customizable guardrails.

Who Is the Company Behind Fireraven?

Fleet Defender

Fleet Defender is a comprehensive cybersecurity and safety platform designed specifically for fleet vehicles, enabling operators to manage their vehicles securely and efficiently without the risk of cyber threats. By integrating advanced artificial intelligence at the edge, Fleet Defender provides real-time detection and neutralization of cyber threats, ensuring continuous protection for fleet operations. Key Features and Functionality: - Cyber Defense: Monitors and mitigates unauthorized Wi-Fi, Bluetooth, and IP connections, detects port scans, malware, and malicious commands, offering a robust shield against cyber intrusions. - Asset Protection: Identifies and responds to fuel and trailer-related threats, including trailer theft, tampering, cargo theft, fuel theft, and excessive dwell times, safeguarding valuable assets. - 24/7 Incident Response: Operates a dedicated Vehicle Security Operations Center that provides round-the-clock monitoring and rapid response to potential security incidents. - Advanced AI Integration: Utilizes cutting-edge artificial intelligence to analyze and respond to threats in real-time, enhancing the overall security posture of fleet operations. Primary Value and User Solutions: Fleet Defender addresses the critical need for cybersecurity in fleet management by offering a unified platform that ensures the safety and integrity of vehicles and cargo. By providing real-time threat detection and response, it minimizes the risk of operational disruptions, financial losses, and reputational damage caused by cyber incidents. Fleet managers gain complete visibility and control over their operations, allowing for proactive management of potential threats and ensuring compliance with safety standards. This comprehensive approach not only protects assets but also enhances operational efficiency and trust in fleet operations.

Who Is the Company Behind Fleet Defender?

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How it works

Forensio

Forensio is an on-premise, policy-bound AI decisioning platform designed to enhance financial crime compliance. It integrates AI agents that investigate alerts with a deterministic engine that determines permissible actions, ensuring every decision is evidence-backed, auditable, and made within the user's environment. Key Features and Functionality: - On-Premise Deployment: Operates entirely within the user's infrastructure, ensuring zero data egress and maintaining data sovereignty. - Policy-Bound Decisioning: Utilizes a deterministic engine that aligns decisions with predefined policies, providing transparency and compliance. - AI-Driven Investigations: Employs AI agents to gather and classify evidence, streamlining the alert investigation process. - Comprehensive Audit Trails: Generates sealed, append-only, and hash-chained audit records for every decision, facilitating regulatory compliance. - Integrated Evidence Graph: Combines screening and transaction monitoring data into a single graph, uncovering hidden links and patterns. - Human Oversight Enforcement: Implements maker-checker controls, ensuring that no decision is finalized without human approval. Primary Value and User Solutions: Forensio addresses the challenges of financial crime compliance by providing a transparent, auditable, and policy-aligned decisioning process. It reduces false positives in sanctions screening, enhances operational efficiency by automating evidence gathering, and ensures data remains within the organization's control. By delivering clear, evidence-backed decisions rather than ambiguous risk scores, Forensio empowers compliance teams to meet regulatory standards with confidence and precision.

Who Is the Company Behind Forensio?

FortiAIGate

FortiAIGate covers the AI runtime attack surface, protecting LLMs from security threats. Deployed between the app and the model, it manages LLM traffic flows and applies guardrails on the model input and output. With FortiAIGate, you can optimize and secure your AI investments and intellectual property by detecting and preventing model manipulation, prompt injection, excessive consumption, and data leakage. The local, containerized deployment of FortiAIGate offers a lightweight footprint, scalability, and intelligent LLM traffic steering, acting as a proxy between the app and the model to optimize delivery. Output caching offloads duplicate tasks from the model, reducing token consumption and compute costs, while improving the user experience. The solution applies customized guardrails to each LLM endpoint to accurately detect prompt injection, jailbreaking, model poisoning, and attempts to consume excessive resources. Our context-aware DLP engine monitors inbound and outbound traffic to prevent a data breach or model extraction.

Who Is the Company Behind FortiAIGate?

  • Seller: Fortinet
  • Year Founded: 2000
  • HQ Location: Sunnyvale, CA
  • LinkedIn® Page: www.linkedin.com
    16,564 employees on LinkedIn®
  • Ownership: NASDAQ: FTNT
  • Total Revenue (USD mm): $2,594

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