Best AI Security Solutions Software - Page 19

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)

TokenJam

TokenJam is an open-source, OTel-native observability tool designed for autonomous AI agents. It provides comprehensive telemetry, including agent spans, tool calls, and token metrics, all conforming to GenAI Semantic Conventions. TokenJam offers real-time USD cost tracking per agent, model, and task, with configurable daily budget alerts. It includes sensitive action alerts for activities like email sends and file writes, local behavioral drift detection, and output schema validation. The tool features a full-featured CLI and local REST API, ensuring seamless integration with existing workflows. TokenJam supports various platforms, including Anthropic, OpenAI, Google Gemini, AWS Bedrock, LangChain, and more. By offering these features, TokenJam addresses the need for detailed observability in AI agents, ensuring they operate efficiently and safely without unexpected costs or behaviors.

Who Is the Company Behind TokenJam?

Trampolyne AI Red Teaming Platform

Trampolyne AI runs automated, multi-turn, multi-modal adversarial testing against your live AI systems — chatbots, copilots, RAG apps, and agents — using attack scenarios generated from your actual business context, identities, and data domains, not generic templates. Unlike traditional VAPT, which can't reach AI-specific attack surfaces, Trampolyne tests every layer an attacker can — not just the model. Beyond prompt injection, jailbreaks, and system-prompt extraction, it directly exercises the API authorization layer (BOLA/IDOR with a cross-tenant differential that names the exact record it reached), tool and Model Context Protocol (MCP) calls, and multi-step agent workflows (approval bypass, privilege escalation, data exfiltration). Runs are configurable by attacker access level, org context, and attack family, on-demand or scheduled continuously — with regression re-testing that returns a fixed / still-failing / regressed verdict per finding. Output is a severity-ranked, evidence-grade report: every confirmed finding ships with a reproducible conversation/request trace and is mapped to the OWASP LLM, API, and Agentic Top 10 and MITRE ATLAS — plus article-level regulatory exposure under GDPR, the EU AI Act, India's DPDPA, NIST AI RMF, ISO/IEC 42001, and OECD AI Principles. Formatted for enterprise security review and procurement questionnaires. Safe by design: Trampolyne runs only against targets you've verified you control, stays non-destructive in production, is SSRF-guarded, and redacts secrets/PII before storage. Used by AI-native SaaS companies to pass enterprise security reviews and by security teams to continuously validate AI in production — with findings translating directly into Trampolyne's governance policies, closing the loop between testing and enforcement.

Who Is the Company Behind Trampolyne AI Red Teaming Platform?

  • Seller: Trampolyne AI
  • Year Founded: 2025
  • LinkedIn® Page: linkedin.com
    3 employees on LinkedIn®
  • Ownership: CalmSparks Tech Pvt. Ltd.

TrendAI Vision One

TrendAI Vision One is a cloud-native security operations platform, serving cloud, hybrid, and on-premises environments. It combines ASM and XDR in a single console to effectively manage cyber risk across your organization. The platform provides powerful risk insights, earlier threat detection, and automated risk and threat response options. Utilize the platform’s predictive machine learning and advanced security analytics for a broader perspective and advanced context. TrendAI Vision One integrates with its own expansive protection platform portfolio and industry-leading global threat intelligence, in addition to a broad ecosystem of purpose-built and API-driven third-party integrations.

Average Rating: 4.7/5.0

Total Reviews: 246

Who Is the Company Behind TrendAI Vision One?

  • Seller: TrendAI
  • Company Website:
  • Year Founded: 1988
  • HQ Location: Tokyo
  • LinkedIn® Page: www.linkedin.com
    7,996 employees on LinkedIn®
  • Ownership: OTCMKTS:TMICY

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer & Network Security
  • Company Size: 52% Large, 34% Medium

What Do G2 Reviewers Say About TrendAI Vision One?

AI-generated summary from verified user reviews

Pros
  • Users benefit from centralized visibility across environments, enhancing risk management and simplifying security analysis and monitoring.
  • Users appreciate the intuitive and unified security dashboard of TrendAI Vision One for seamless monitoring and response.
  • Users appreciate the ease of use of TrendAI Vision One, simplifying security management with intuitive dashboards and automation.
  • Users value the centralized cloud management of TrendAI Vision One, highlighting its ease of setup and integration.
  • Users value the unified threat detection capabilities of TrendAI Vision One, enhancing cybersecurity and reducing alert fatigue.
Cons
  • Users find the interface complex and suggest improving third-party integrations for better usability and accessibility.
  • Users experience integration issues with third-party tools, making the platform less flexible and user-friendly.
  • Users face a steep learning curve with TrendAI Vision One, which complicates setup and effective usage of features.
  • Users note the high cost of TrendAI Vision One compared to competitors, impacting overall value perception.
  • Users feel the limited features of TrendAI Vision One hinder reporting capabilities and integration options.

What Are Recent G2 Reviews of TrendAI Vision One?

What Are G2 Users Discussing About TrendAI Vision One?

Trent AI - AI Security Engineer

Trent is an AI security engineer for everything you ship with AI. It runs deep vulnerability scans on private repos, security architecture reviews, and threat models, and interprets the signals from your existing security tools with deeper context, so you get sharper prioritization instead of more alerts. Findings come back as a plan you review and execute. Your code never goes to Anthropic or OpenAI. Integrates where you build: Claude Code, Lovable, and OpenClaw (openclaw skills install trentclaw).

Who Is the Company Behind Trent AI - AI Security Engineer?

  • Seller: Trent AI
  • Year Founded: 2025
  • HQ Location: London, GB
  • Twitter: @TrentAIHQ
    59 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    17 employees on LinkedIn®

TrojAI Detect

TrojAI Detect is an AI security solution designed to identify and mitigate risks in AI models before deployment. By conducting automated penetration testing, it assesses vulnerabilities and deficiencies, ensuring models behave as intended and are safeguarded against potential threats.

Who Is the Company Behind TrojAI Detect?

  • Seller: TrojAI
  • Year Founded: 2019
  • HQ Location: Saint John, New Brunswick, Canada
  • LinkedIn® Page: www.linkedin.com
    26 employees on LinkedIn®

Trueface

Who Is the Company Behind Trueface?

  • Seller: Trueface
  • Year Founded: 2013
  • HQ Location: Los Angeles, US
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

TruSources

TruSources introduces TruClaw, an innovative solution designed to enhance control over AI agents by implementing cryptographic human consent mechanisms. This technology ensures that AI agents execute actions only after receiving explicit, verifiable human approval, thereby mitigating risks associated with autonomous agent operations. Key Features and Functionality: - Action Interception: TruClaw intercepts AI agent actions before execution, allowing for human oversight and preventing unauthorized operations. - Secure Approval Process: Utilizes device-bound cryptographic challenges, ensuring that approvals are genuine and resistant to forgery or replay attacks. - Seamless Integration: Compatible with platforms like OpenClaw and Google ADK, TruClaw offers a drop-in plugin solution without the need for extensive system rearchitecture. - On-Device Biometric Verification: Employs facial recognition on the user's device to confirm approvals, ensuring that a real person authorizes each action in real-time. - Comprehensive Audit Trail: Maintains a detailed log of all approved or blocked actions, each with a hardware-attested signature, facilitating compliance and accountability. Primary Value and User Solutions: TruClaw addresses the critical need for human oversight in AI agent operations, providing organizations with a robust mechanism to prevent unauthorized or erroneous actions. By integrating cryptographic human consent, it enhances security, ensures compliance with regulatory standards, and builds trust in AI-driven processes. This solution is particularly valuable for businesses seeking to balance the efficiency of AI automation with the necessity of human control and accountability.

Who Is the Company Behind TruSources?

Trust3.ai

Trust3 AI is a control plane to provide full visibility and security of your agents and everything they touch across the entire agent lifecycle, from build-time to runtime.

Who Is the Company Behind Trust3.ai?

  • Seller: Trust3 AI
  • Year Founded: 2016
  • HQ Location: Newark, California, United States
  • Twitter: @privacera
    464 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    110 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

TrustBound

TrustBound is an advanced AI-driven platform designed to enhance organizational security and compliance by automating risk management processes. It offers a comprehensive suite of tools that enable businesses to identify, assess, and mitigate potential threats efficiently. By leveraging machine learning algorithms, TrustBound provides real-time monitoring and predictive analytics, ensuring proactive defense against emerging risks. Key features of TrustBound include: - Automated Risk Assessment: Utilizes AI to continuously evaluate and prioritize risks, reducing manual effort and human error. - Real-Time Monitoring: Offers continuous surveillance of systems and networks to detect anomalies and potential breaches promptly. - Compliance Management: Assists organizations in adhering to industry standards and regulations by providing up-to-date compliance frameworks and reporting tools. - Incident Response Automation: Streamlines the response to security incidents through predefined protocols and automated workflows. - Predictive Analytics: Employs machine learning to forecast potential threats, allowing for preemptive action. The primary value of TrustBound lies in its ability to transform traditional, reactive risk management into a proactive and automated process. By integrating AI and machine learning, it not only enhances the accuracy and efficiency of risk assessments but also empowers organizations to stay ahead of potential threats. This proactive approach minimizes the likelihood of security breaches, ensures regulatory compliance, and ultimately protects the organization's assets and reputation.

Who Is the Company Behind TrustBound?

Tuteliq

Tuteliq offers AI-powered child safety APIs designed to detect and prevent online risks such as grooming, bullying, self-harm, fraud, radicalization, and synthetic media across various communication forms, including text, voice, image, and video. With a swift response time of under 400 milliseconds and a commitment to zero data retention, Tuteliq ensures privacy and compliance with regulations like KOSA, COPPA, the EU Digital Services Act, the UK Online Safety Act, and GDPR Article 8. Key Features and Functionality: - Comprehensive Risk Detection: Identifies behavioral risks in online interactions, including grooming, coercion, threats, and fraud, by analyzing patterns rather than relying solely on keywords or traditional content moderation methods. - Multi-Modal Analysis: Supports detection across text, voice, image, and video, providing a holistic approach to online safety. - Real-Time Risk Signals: Delivers immediate risk assessments with recommended actions, enabling platforms to respond promptly to potential threats. - Scalable Integration: Offers a single API integration that can be implemented in minutes, allowing platforms to scale their safety operations efficiently. - Privacy-First Architecture: Operates with a stateless analysis model, ensuring no mandatory data storage and default redaction of personally identifiable information (PII). - Regulatory Compliance: Supports compliance with various safety regulations, including the EU Digital Services Act, by providing defensible safety processes and audit readiness. Primary Value and User Solutions: Tuteliq empowers online platforms to proactively detect and mitigate harmful behaviors, enhancing user safety and trust. By leveraging advanced AI and domain expertise in criminology and behavioral science, Tuteliq enables the identification of manipulation and escalation patterns, allowing platforms to prevent harm before it occurs. The solution's real-time risk signals and recommended actions streamline safety operations, enabling teams to focus on serious cases and maintain compliance with evolving safety regulations. With its privacy-first approach and scalable integration, Tuteliq provides a robust infrastructure for modern platforms committed to safeguarding their users.

Who Is the Company Behind Tuteliq?

  • Seller: Tuteliq
  • Year Founded: 2023
  • HQ Location: Stockholm, SE
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Vaultak

Runtime security platform for autonomous AI agents. Monitor every agent action in real time, enforce permission boundaries, and automatically roll back damage on violation. Five lines of code. Works with LangChain, CrewAI, AutoGen, and any Python agent framework.

Who Is the Company Behind Vaultak?

  • Seller: Vaultak
  • Year Founded: 2026
  • HQ Location: San Francisco, United States
  • Twitter: @Vaultak
    1 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®
Lauren Worth
LW
Researched and written by Lauren Worth
Updated April 9, 2026