Best AI Security Solutions Software - Page 7

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)

Cognetryx

Cognetryx offers a private, on-premises AI solution tailored for regulated enterprises, enabling organizations to harness advanced AI capabilities while maintaining complete control over their sensitive data. By operating entirely within a company's network, Cognetryx ensures that all data remains secure and compliant with industry regulations, providing actionable insights directly from an organization's own documents without external exposure. Key Features and Functionality: - On-Premises Deployment: Cognetryx runs entirely inside your network, ensuring that all data processing occurs within your secure environment, eliminating the risks associated with transmitting sensitive information to external servers. - Document-Centric AI Responses: The system answers queries using your organization's own documents, providing citations for every claim, which allows for easy verification and trust in the information provided. - Compliance and Security: Designed to meet the stringent compliance requirements of industries such as finance, healthcare, legal, government, and manufacturing, Cognetryx ensures that your data never leaves your network, maintaining 100% data sovereignty. - Cost Efficiency: Compared to cloud-based AI solutions, Cognetryx offers a total cost of ownership that is twice as low over four years, with typical ROI payback periods ranging from 3 to 6 months. - Industry-Specific Solutions: Cognetryx provides tailored AI applications for various sectors, including fraud detection and risk assessment in finance, diagnostic assistance and medical records management in healthcare, supply chain optimization and quality control in manufacturing, and document analysis and eDiscovery in legal fields. Primary Value and Problem Solved: Cognetryx addresses the critical need for secure, compliant, and efficient AI solutions within regulated industries. By deploying AI capabilities on-premises, organizations can leverage the power of advanced AI without compromising data privacy or regulatory compliance. This approach mitigates the risks associated with cloud-based AI services, such as data breaches and compliance violations, while also offering cost savings and rapid ROI. Ultimately, Cognetryx empowers enterprises to make informed decisions and gain actionable insights from their most sensitive data, all within a secure and controlled environment.

Who Is the Company Behind Cognetryx?

Cognisafe

Cognisafe is an agentic AI governance platform designed to ensure the secure deployment and operation of AI agents in production environments. It offers comprehensive security, monitoring, and compliance controls for large language models (LLMs), multi-agent systems, and model control plane (MCP) servers. Cognisafe supports various AI frameworks, including LangGraph, CrewAI, AutoGen, Semantic Kernel, and any OpenAI-compatible stack, facilitating seamless integration into existing AI infrastructures. Key Features and Functionality: - Pre-Deployment Vulnerability Scanning: The Recon feature conducts automated adversarial testing on system prompts and model endpoints, identifying vulnerabilities such as prompt injections, jailbreaks, and data leakage before deployment. - Real-Time Monitoring: A Go-based proxy intercepts and evaluates every request, tool call, and inter-agent message at the orchestration layer, scoring them against the OWASP LLM Top 10 threats asynchronously. - Comprehensive Threat Detection: Cognisafe detects and scores threats like prompt injection, sensitive data disclosure, data poisoning, and system prompt leakage, providing severity ratings and detailed context for each incident. - Automated Compliance Reporting: The platform generates tamper-evident audit trails and compliance evidence aligned with OWASP LLM Top 10, NIST AI Risk Management Framework, and ISO/IEC 42001 standards, facilitating regulatory adherence. - Seamless Integration: With a simple SDK installation, Cognisafe integrates with AI applications, supporting providers like OpenAI, Anthropic, Mistral, Cohere, vLLM, and Ollama, without requiring infrastructure changes. Primary Value and User Solutions: Cognisafe addresses the critical need for secure and compliant AI deployments by providing tools to identify and mitigate risks throughout the AI lifecycle. By offering pre-deployment vulnerability assessments and continuous runtime monitoring, it enables organizations to detect and prevent security threats, ensuring the integrity and reliability of AI systems. The platform's automated compliance reporting simplifies adherence to industry standards, reducing the burden on security and legal teams. Ultimately, Cognisafe empowers AI teams to deploy and manage AI agents confidently, safeguarding against potential threats and ensuring operational compliance.

Who Is the Company Behind Cognisafe?

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?

Cranium

Cranium is a comprehensive AI governance platform designed to help organizations adopt and accelerate AI safely. It enables businesses to identify security risks, demonstrate compliance, and build trust in both internal and third-party AI systems. By providing end-to-end AI governance, Cranium ensures that organizations can manage their AI supply chain securely and efficiently. Key Features and Functionality: - Detect AI: Scans code repositories to uncover, label, and prioritize AI/ML code, offering unmatched visibility into AI components. - Security Monitoring: Continuously monitors AI systems for vulnerabilities and threats, ensuring robust protection against potential risks. - Compliance Management: Enhances the ability to define, implement, and validate internal AI compliance, aligning with industry standards and regulations. - Third-Party AI Oversight: Extends insight and fosters trust in external AI systems interacting with the organization, ensuring comprehensive oversight. Primary Value and Problem Solved: Cranium addresses the critical need for secure and compliant AI adoption by providing organizations with the tools to monitor, manage, and govern their AI ecosystems effectively. It mitigates risks associated with AI deployment, ensures adherence to compliance standards, and builds trust in AI systems, both internal and external. By offering a centralized platform for AI governance, Cranium empowers organizations to harness the full potential of AI while maintaining security and compliance.

Who Is the Company Behind Cranium?

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

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?

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 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.
  • Users value the robust data protection of DataGuard, ensuring compliance with evolving privacy and security standards.
  • Users appreciate DataGuard's robust data security, ensuring compliance with ISO standards and evolving regulations.
  • Users value the compliance with ISO industry standards that ensures robust email security and privacy protection.
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?

Davantis

Who Is the Company Behind Davantis?

  • Seller: Davantis
  • Year Founded: 2005
  • HQ Location: Bellaterra, ES
  • LinkedIn® Page: www.linkedin.com
    46 employees on LinkedIn®
Lauren Worth
LW
Researched and written by Lauren Worth
Updated April 9, 2026