Best AI Security Solutions Software - Page 9

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)

ComplyRadar

ComplyRadar is an AI-powered Anti-Money Laundering (AML) transaction monitoring platform designed to assist financial institutions, payment service providers, and regulated businesses in detecting, investigating, managing, and reporting suspicious financial activities. By integrating advanced technologies such as machine learning and behavioral analytics, ComplyRadar offers a comprehensive solution to streamline compliance operations and enhance the detection of financial crimes. The platform's core functionalities include real-time transaction monitoring, automation of compliance workflows, anomaly detection, virtual assistance, and regulatory reporting. Real-time transaction monitoring enables organizations to continuously analyze customer transactions, identifying suspicious activities and unusual patterns promptly. This proactive approach allows for immediate intervention, reducing the likelihood of compliance breaches and financial losses. Automation within ComplyRadar reduces manual workloads by automating repetitive compliance tasks, such as alert generation, case management, and reporting. This leads to improved operational efficiency and allows compliance teams to focus on high-risk investigations. The anomaly detection feature employs AI-driven analytics to uncover hidden financial crime patterns and unusual transaction behaviors that may not be evident through traditional rule-based systems. The platform also includes a virtual agent, SentriAI, which supports investigators by providing intelligent summaries, recommendations, and natural language assistance, thereby accelerating case resolution and enhancing decision-making processes. Additionally, ComplyRadar simplifies regulatory reporting through integrated goAML reporting tools, facilitating efficient preparation and submission of suspicious transaction reports in compliance with regulatory standards. ComplyRadar is designed to serve a wide range of industries, including banks, payment service providers, electronic money institutions, fintech companies, cryptocurrency exchanges, gaming operators, and insurance firms. Its scalable architecture and configurable workflows allow organizations to adapt the platform to their specific regulatory requirements and operational needs. Key features of ComplyRadar include real-time monitoring, AI-powered detection, risk scoring, case management, workflow automation, regulatory reporting, audit trails, and API integrations. These capabilities collectively contribute to reducing false positives, accelerating investigations, improving reporting accuracy, increasing operational efficiency, strengthening risk visibility, and enabling organizations to scale their compliance operations confidently. By leveraging ComplyRadar, organizations can enhance their AML compliance efforts, mitigate financial crime risks, and maintain regulatory adherence, all while optimizing operational processes and preserving their reputation in the industry.

Who Is the Company Behind ComplyRadar?

Constellation Gate AI

Constellation Gate AI is a security and audit layer designed to seamlessly integrate between AI agents and model APIs, providing real-time protection against prompt injection attacks, credential leaks, and personal data exposure. By intercepting and inspecting every request and response, Gate ensures that malicious inputs are blocked before reaching the model, and sensitive information is redacted before returning to the user. Additionally, Gate optimizes token usage through compression and caching, leading to significant cost savings without altering model outputs. Every action processed by Gate is recorded in a tamper-evident, blockchain-backed audit trail, offering transparent and verifiable compliance records. With a straightforward setup requiring minimal configuration, Gate supports a wide range of AI tools and models, making it an essential solution for developers and security teams aiming to enhance the safety, efficiency, and accountability of their AI applications. Key Features: - Prompt Injection Defense: Blocks malicious instructions before they reach the model, preventing unauthorized overrides and data exfiltration. - Credential and PII Redaction: Identifies and removes sensitive information from responses, safeguarding against unintended data leaks. - Token Cost Optimization: Applies lossless compression and caching strategies to reduce token consumption by over 20%, without impacting model performance. - Tamper-Evident Audit Trail: Records every request, response, and security decision in a blockchain-backed log, ensuring transparency and verifiability. - Seamless Integration: Functions as a drop-in proxy compatible with various AI tools and models, requiring minimal setup and no significant code changes. Primary Value: Constellation Gate AI addresses critical security vulnerabilities inherent in AI applications by proactively intercepting and mitigating threats such as prompt injections and data leaks. It enhances operational efficiency through token cost reductions and provides organizations with robust, verifiable audit trails for compliance purposes. By offering a comprehensive, easy-to-implement solution, Gate empowers developers and security teams to deploy AI systems with increased confidence in their security, cost-effectiveness, and regulatory adherence.

Who Is the Company Behind Constellation Gate AI?

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How it works

Cranium

Cranium AI is the AI security and governance platform built for the enterprise. Cranium ONE discovers, observes, governs, secures, and proves every model, agent, and vendor across the enterprise AI supply chain. Enterprises now run AI they build, AI they buy, and AI that employees adopt on their own. Most security and risk teams cannot see all of it, cannot say who owns it, and cannot prove it is under control. Cranium ONE gives them one record for the AI they build and the AI they buy, so security, risk, compliance, and engineering teams work from the same facts. Cranium ONE is organized around the AI Trust Loop, five connected steps: Discover, Observe, Govern, Secure, and Prove. Discover finds the AI in use across the enterprise, including shadow AI, and builds an inventory of models, agents, and the vendors behind them. The AI bill of materials (AI-BOM) shows what each AI system is made of. Observe watches how AI systems and agents behave in production, so teams can spot risky or unexpected activity as it happens. Govern maps AI use to internal policy and to frameworks such as the EU AI Act, the NIST AI Risk Management Framework, and ISO 42001, so compliance work starts from live data instead of spreadsheets. Secure protects AI while it runs and tests it against adversarial attacks before attackers do, including controls for AI agents. Prove turns all of it into evidence. Audit-ready records, and AI Cards that document how AI systems and third-party vendors operate, let teams show customers, auditors, and regulators exactly what is in place. Third-party AI risk is a core use case. Cranium ONE helps teams assess the AI their vendors run, request and review transparency documentation through AI Cards, and keep that vendor AI in the same inventory and risk record as everything else. Cranium ONE is built for CISOs, AI governance leads, risk and compliance teams, and the engineering organizations that ship AI. Cranium AI is headquartered in Short Hills, New Jersey.

Who Is the Company Behind Cranium?

  • Seller: Cranium
  • Year Founded: 2016
  • HQ Location: Zaventem, BE
  • LinkedIn® Page: www.linkedin.com
    72 employees on LinkedIn®

CurlSek

Who Is the Company Behind CurlSek?

  • Seller: CurlSek
  • Year Founded: 2025
  • HQ Location: Sheridan, US
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

Cyata

As AI agents become part of the enterprise workforce - querying data, calling APIs, and acting autonomously - they bring a new identity layer no traditional IAM system was built to handle. Cyata gives security and IT teams the visibility and control they need over these non-human actors. We help you automatically discover agent activity, observe actions in real time, and enforce policies at the speed of automation - without disrupting existing workflows. Our platform integrates seamlessly with your existing cloud, SaaS, and identity infrastructure to apply least-privilege access, human-in-the-loop approvals, and real-time guardrails around autonomous behavior. Backed by elite cybersecurity veterans, Cyata is how enterprises safely embrace the power of AI agents - with confidence, clarity, and control.

Who Is the Company Behind Cyata?

Cyberette

Cyberette is an advanced cybersecurity platform designed to provide comprehensive protection against a wide range of digital threats. Utilizing cutting-edge artificial intelligence and machine learning technologies, Cyberette offers real-time threat detection, proactive risk management, and automated incident response. Its user-friendly interface ensures that both small businesses and large enterprises can effectively safeguard their digital assets without requiring extensive technical expertise. Key Features and Functionality: - Real-Time Threat Detection: Continuously monitors network traffic and system activities to identify and neutralize potential threats as they emerge. - Automated Incident Response: Implements predefined protocols to swiftly address and mitigate security incidents, minimizing potential damage. - Proactive Risk Management: Analyzes system vulnerabilities and provides actionable recommendations to strengthen security posture. - User-Friendly Dashboard: Offers an intuitive interface that allows users to easily monitor security status and manage settings. - Scalability: Adapts to the needs of various organizations, from small businesses to large enterprises, ensuring effective protection regardless of size. Primary Value and Solutions Provided: Cyberette addresses the growing complexity of cybersecurity threats by offering an intelligent, automated solution that reduces the burden on IT teams. By integrating real-time monitoring with proactive risk management, it ensures that organizations can maintain robust security measures without diverting significant resources from their core operations. This comprehensive approach not only protects sensitive data but also enhances overall operational resilience, allowing businesses to focus on growth and innovation with confidence.

Who Is the Company Behind Cyberette?

  • Seller: Cyberette
  • Year Founded: 2024
  • HQ Location: The Hague, NL
  • LinkedIn® Page: www.linkedin.com
    17 employees on LinkedIn®

Cybersanctus

CyberSanctus is a UK-based cybersecurity firm specializing in comprehensive security solutions for businesses navigating the digital landscape. Established in 2022 by a team of cybersecurity experts and innovators, the company offers a range of services, including penetration testing, audit services, and a dedicated focus on Web3 security. Their mission is to empower organizations by providing robust cybersecurity measures tailored to individual needs, ensuring the safety and resilience of digital assets. Key Features and Functionality: - Penetration Testing and Audit Services: CyberSanctus conducts thorough assessments to identify vulnerabilities within an organization's network, applications, and systems, providing actionable insights to enhance security. - Web3 Security Specialization: Recognizing the unique challenges of decentralized technologies, CyberSanctus offers tailored penetration testing and audit services for blockchain-based applications, decentralized finance (DeFi) projects, and other Web3 initiatives. - Smart Contract Code Reviews: Through meticulous line-by-line manual analysis, CyberSanctus ensures the integrity and security of smart contract code, minimizing the risk of vulnerabilities and potential exploits. - External Attack Surface Management: The company identifies and secures potential entry points for cyber threats outside an organization, employing comprehensive assessments, proactive defense strategies, and continuous monitoring to enhance overall cybersecurity posture. - Security Ratings and Badges: CyberSanctus awards Security Ratings and Badges based on rigorous assessments, recognizing companies' commitment to cybersecurity excellence. Primary Value and Solutions: CyberSanctus addresses the critical need for robust cybersecurity in an era where digital threats are increasingly sophisticated. By offering specialized services such as Web3 security assessments and smart contract code reviews, the company helps organizations mitigate risks associated with decentralized technologies. Their comprehensive approach ensures that businesses can operate securely, maintain trust with stakeholders, and protect sensitive information from potential cyber threats.

Who Is the Company Behind Cybersanctus?

Cylake

Who Is the Company Behind Cylake?

  • Seller: Cylake
  • Year Founded: 2026
  • HQ Location: Sunnyvale, US
  • LinkedIn® Page: www.linkedin.com
    40 employees on LinkedIn®

DAIKI

Who Is the Company Behind DAIKI?

DapplePot

DapplePot is an AI Agent Security and Observability platform that helps enterprises monitor, secure, and govern AI agents in production. As organizations deploy AI agents that can access data, use tools, execute workflows, and make autonomous decisions, traditional security and observability tools struggle to provide meaningful visibility into agent behavior and risk. DapplePot bridges this gap by delivering real-time monitoring, risk detection, and governance specifically designed for AI agents. The platform captures agent actions, tool usage, LLM interactions, and data access events to provide complete visibility into how AI agents operate. DapplePot continuously analyzes agent behavior, detects security and compliance risks, and helps teams identify issues such as prompt injection, tool misuse, unauthorized actions, sensitive data exposure, excessive autonomy, and other AI-specific threats. Built around industry frameworks such as the OWASP LLM Top 10 and Agentic AI security risks, DapplePot enables security, platform, and AI engineering teams to confidently deploy and scale AI agents while maintaining security, compliance, and operational control. Key Capabilities - AI Agent Observability - AI Governance & Guardrails - Real-Time Risk Detection - Agent Behavior Analysis - Security & Compliance Controls - Audit & Investigation Workflows - OWASP-Aligned Risk Monitoring Best For - Enterprises deploying AI agents in production - Security teams managing AI risk - Platform engineering teams - AI/ML engineering teams - Organizations building autonomous workflows and agentic applications

Who Is the Company Behind DapplePot?

Darktrace / SECURE AI

Darktrace / SECURE AI applies behavioral security to help organizations safely adopt AI across their business. Powered by Darktrace Adaptive AI, it learns how prompts, users, agents, and AI systems normally operate within the context of each organization, helping security teams identify misuse, misconfiguration, policy violations, and unexpected behavior that traditional, rule-based controls may miss. Darktrace / SECURE AI gives organizations the visibility, behavioral understanding, governance, and ability to act needed to manage AI risk across four key areas: - Shadow AI Management: Discover unsanctioned or unexpected AI activity, distinguish misuse of approved tools from genuinely unapproved services, and guide users toward sanctioned alternatives. - AI Prompt Analysis: Monitor prompts, sessions, and responses across supported enterprise AI services and agent-building environments to identify sensitive data exposure, attempted jailbreaks, possible prompt injection, and other risky activity. - AI Agent Identities and Actions: Understand which human and non-human identities are associated with AI activity, what agents can access, how they connect to other systems, and whether their behavior remains aligned with their intended purpose. - AI Agent Development Risk Management: Identify excessive permissions, misconfigurations, and anomalous development activity across supported low-code and high-code AI development environments. Policy Manager provides a governance layer across these capabilities by mapping an organization’s own AI policies against real prompt activity. This helps teams investigate potential misalignment, track policy effectiveness over time, and manage AI adoption based on how AI is actually being used. Darktrace / SECURE AI helps organizations move beyond simply observing AI activity to understanding behavior, managing risk, and governing AI adoption with confidence

Who Is the Company Behind Darktrace / SECURE AI?

  • Seller: Darktrace
  • Year Founded: 2013
  • HQ Location: Cambridgeshire, England
  • LinkedIn® Page: www.linkedin.com
    2,597 employees on LinkedIn®
  • Ownership: LON: DARK

Who Uses This Product?

  • Company Size: 100% Medium

DataGuard

Symmetry Systems DataGuard is a Data Security Posture Management solution for modern hybrid-cloud environments. It is designed to help CISO’s and senior IT and business decision makers develop a complete understanding of what data they have, where it is located, how it flows through the environment, who has access to it, how it is secured and in what manner it has been used. With full data visibility and pragmatic steps to remediate, security leaders use DataGuard to enact data security controls, practices and programs to protect their data. For organizations with stricter compliance requirements, enforcement of data protection policies can be automated through the platform.

Average Rating: 4.4/5.0

Total Reviews: 6

Who Is the Company Behind DataGuard?

Who Uses This Product?

  • Company Size: 83% Large, 17% Medium

What Do G2 Reviewers Say About DataGuard?

AI-generated summary from verified user reviews

Pros
  • Users value the robust data protection of DataGuard, ensuring compliance with evolving privacy and security standards.
  • Users value the platform compatibility of DataGuard, ensuring adherence to ISO standards and evolving regulations.
  • Users value the robust security measures of DataGuard, ensuring compliance and protection against evolving threats.
  • Users value the backup ease of DataGuard, ensuring their data remains protected and recoverable at all times.
  • Users appreciate the strong compliance with industry standards of DataGuard, ensuring adherence to evolving regulations.
Cons
  • Users find the configuration process complex, which can lead to challenges in setting up DataGuard effectively.
  • Users find the configuration process for DataGuard to be somewhat complex, impacting their initial experience.
  • Users find the configuration complexity of DataGuard challenging, impacting their overall user experience.

What Are Recent G2 Reviews of DataGuard?

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