Best AI Security Solutions Software - Page 7

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)

BOLD AI Security

Security at the Point of Action Legacy solutions such as insider threat tools, data protection and others were built around static policies and noisy alerts.

Who Is the Company Behind BOLD AI Security?

BrowserSentinel

BrowserSentinel is an enterprise-grade AI browser security platform designed to protect AI-powered browsing environments from threats such as prompt injection, data exfiltration, and unsafe actions. It offers real-time policy enforcement and runtime visibility, ensuring secure and compliant AI-driven web automation. Key Features and Functionality: - Session Analyzer: Monitors the Document Object Model (DOM), agent behavior, API calls, and memory states in real-time, providing comprehensive analytics. - Prompt Defense: Offers advanced protection against prompt injection, user interface attacks, and adversarial manipulation attempts. - Policy Engine: Enables flexible, real-time policy enforcement with customizable workflows and instant alert notifications. - Memory Management: Allows visualization and control of agent memory states, detection of leaks, and maintenance of security integrity. - Plugin/API Governance: Provides complete visibility into extensions and APIs with automated risk scoring and blocking capabilities. - GenAI/SaaS Mapping: Offers interactive data flow diagrams showing agent interactions across the entire SaaS ecosystem. Primary Value and User Solutions: BrowserSentinel addresses the critical need for securing AI-driven browser activities within enterprises. By implementing comprehensive security controls, it ensures compliance with standards such as SOC2, GDPR, and HIPAA. The platform's real-time monitoring and policy enforcement capabilities protect against emerging threats in AI browser automation, safeguarding sensitive enterprise data and maintaining operational integrity.

Who Is the Company Behind BrowserSentinel?

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How it works

Cade

Cade is an AI-driven security assistant designed to streamline and enhance cybersecurity operations by integrating seamlessly into existing tools and workflows. It automates routine tasks, allowing security professionals to focus on complex challenges, thereby boosting productivity and reducing operational complexity. Key Features and Functionality: - Incident Response: Automates detection and initial handling of security incidents, providing timely alerts and suggested actions. - Cloud Security: Monitors cloud environments to identify vulnerabilities and ensure compliance with security policies. - Identity & Access Management: Manages user identities and access permissions, detecting and mitigating unauthorized access attempts. - Endpoint Management: Oversees endpoint devices, ensuring they adhere to security standards and are free from threats. - Data Security: Safeguards sensitive data through encryption, access controls, and continuous monitoring. - Vulnerability Management: Identifies, assesses, and prioritizes vulnerabilities across systems, facilitating prompt remediation. - Threat Intelligence: Provides real-time insights into emerging threats, enabling proactive defense strategies. - Insider Risk Management: Detects and addresses potential risks originating from within the organization. Primary Value and User Solutions: Cade empowers security teams by automating routine tasks and integrating with existing security stacks, including platforms like Microsoft Defender, CrowdStrike, Wiz, Splunk, and Palo Alto Networks. This integration ensures a cohesive security posture without the need for extensive system overhauls. By handling time-consuming processes, Cade allows professionals to concentrate on strategic initiatives, thereby accelerating response times and enhancing overall security effectiveness. Its user-friendly setup and compatibility with various tools make it a valuable asset for organizations aiming to strengthen their cybersecurity defenses efficiently.

Who Is the Company Behind Cade?

CansoAI

CansoAI is an advanced platform designed to revolutionize fraud risk management through the integration of AI Agents and MLOps solutions. By automating up to 80% of analytics and engineering tasks, CansoAI enables organizations to act swiftly against fraudulent activities, ensuring compliance and enhancing operational efficiency. Key Features and Functionality: - AI-Driven Fraud Investigations: Utilizes AI Agents to perform root cause analyses, drawing insights from both internal and external data sources. This facilitates rapid generation of comprehensive reports, including Investigation Reports and regulatory notices, significantly reducing manual effort. - Real-Time Feature Engineering: Offers a no-code platform to deploy batch and streaming feature pipelines, delivering real-time insights to risk engines. Integrated observability and alerting systems ensure seamless management and monitoring. - Fraud Control Workflows: Combines real-time data and machine learning to design and implement fraud controls within minutes. Users can simulate scenarios on historical data and launch production experiments efficiently. Primary Value and Solutions Provided: CansoAI addresses the critical need for rapid and effective fraud detection and prevention in financial ecosystems. By automating complex processes and providing real-time insights, it empowers fraud risk teams to prevent substantial financial losses while maintaining trust and security. The platform's deployment within an organization's cloud or on-premise infrastructure ensures strict data privacy, and its SOC 2 Type II compliance guarantees adherence to the highest security standards.

Who Is the Company Behind CansoAI?

CapaKit

CapaKit is a free runtime and command-line interface (CLI) toolkit designed for building AI application Kits. It ensures that when an agent builds, tests, or runs a Kit, these processes occur in isolation, safeguarding the host environment from potential risks. Key Features and Functionality: - Comprehensive Sandboxing: CapaKit isolates the entire application lifecycle, including both build and run phases, preventing unauthorized access to the host system's secrets, files, and network. - Ephemeral Environments: Each build and run operation is executed within a temporary, single-use sandbox, ensuring a clean and secure environment for every operation. - Controlled Network Access: By default, network access is disabled within the sandbox. Any required network traffic must be explicitly permitted, enhancing security. - On-Demand Secret Resolution: Secrets are resolved as needed during execution and are never hardcoded into the codebase, reducing the risk of sensitive information exposure. - Standardized AI App Units: CapaKit introduces the concept of "Kits," which are standardized units for AI applications. A Kit comprises source code and a manifest, facilitating consistent and reproducible builds. Primary Value and User Solutions: CapaKit addresses the critical need for secure and isolated environments in AI application development. By sandboxing the entire app lifecycle, it mitigates risks associated with unsandboxed builds, such as leaked secrets, broad permissions, and arbitrary script executions. This approach ensures that developers can build, test, and deploy AI applications with confidence, knowing that their host systems remain protected from potential vulnerabilities introduced during the development process.

Who Is the Company Behind CapaKit?

Cequence Security

Cequence protects the applications and data that power enterprises in the agentic era. More than a decade of bot defense and API security experience has established Cequence as the leader of safe and secure agentic AI adoption. The Cequence platform delivers deep insight into user, entity, and agent behavior, enabling organizations to secure and control agentic AI workflows while protecting against bad actors and rogue agents. Cequence delivers value in minutes rather than days or weeks with a highly scalable, no-code approach. Trusted by the largest and most demanding private and public sector organizations, Cequence protects more than 10 billion daily API interactions and 4 billion user accounts. Cequence AI Gateway – Containment for Agentic AI Workflows The Cequence AI Gateway provides the discovery, governance, and security required to contain agentic AI workflows, delivering complete runtime agent containment for scalable, enterprise-wide deployment. Built-in governance and guardrails constrain agent behavior using capabilities that include least privilege access and protection against prompt injection and sensitive data loss. The AI Gateway’s agentic zero trust architecture enables enterprises to confidently deploy agentic workflows for internal productivity and customer-facing experiences. Bot Management – Bot Detection, Mitigation, and Fraud Prevention Cequence Bot Management protects organizations from the full range of automated attacks to prevent data loss, theft, and fraud. Bot Management is network based, requiring no agents, JavaScript, or SDKs. Behavioral fingerprints and multi-dimensional analytics provide a deep understanding of business context to identify and natively block attacks in real time. It mitigates a wide variety of cyberattacks including business logic attacks, exploits, automated bot activity, online fraud, and OWASP API Security Top 10 threats. API Security – API Security Posture Management Cequence API Security discovers, monitors, and tests enterprise APIs to assess and remediate risks and API coding errors that can lead to compliance and governance issues, data loss, and business disruption. Providing complete visibility and monitoring of internal, external, and third-party APIs, Cequence uncovers sensitive data exposure, tests pre-production and runtime APIs against specifications, and identifies OWASP API Security Top 10 vulnerabilities. A built-in AI Assistant and MCP server allow teams of all skill levels to effectively use the product through plain-language prompts. API Security includes over 200 pre-built risk rules mapped to more than 25 global frameworks including every version of the OWASP API Security Top 10, PCI DSS, GDPR, and NIST CSF.

Average Rating: 4.6/5.0

Total Reviews: 55

Who Is the Company Behind Cequence Security?

  • Seller: Cequence Security
  • Company Website:
  • Year Founded: 2014
  • HQ Location: Santa Clara, CA
  • LinkedIn® Page: www.linkedin.com
    155 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Telecommunications, Information Technology and Services
  • Company Size: 40% Small, 35% Large

What Do G2 Reviewers Say About Cequence Security?

AI-generated summary from verified user reviews

Pros
  • Users highly value the top-tier API protection and bot defense features of Cequence Security, enhancing their security posture significantly.
  • Users value the advanced bot detection and mitigation capabilities of Cequence Security, crucial for safeguarding user accounts.
  • Users appreciate the visibility and comprehensive API security of Cequence Security, enhancing protection against advanced bot threats.
  • Users rave about the awesome customer support from Cequence Security, valuing their commitment to success and rapid responses.
  • Users appreciate the time-saving automated threat mitigation of Cequence Security, freeing up hours for their SOC teams.
Cons
  • Users find the complex setup of Cequence Security necessitates advanced networking knowledge, affecting initial implementation efficiency.
  • Users find the difficult learning curve of Cequence Security challenging, requiring significant time and expertise for optimal use.
  • Users experience slow performance with Cequence Security, especially during large data queries and incident responses.
  • Users experience lag and slow response times on the dashboard during large data queries, hindering timely decision-making.
  • Users face detection issues with Cequence Security, struggling to fine-tune alerts for specific threats and experiencing delays.

What Are Recent G2 Reviews of Cequence Security?

What Are G2 Users Discussing About Cequence Security?

Certiv

Certiv is a pioneering platform that provides comprehensive visibility and control over AI agents operating on employee endpoints. By delivering the industry's first AI Agent Assurance Layer, Certiv enables organizations to safely adopt and manage AI agents, ensuring they enhance productivity without compromising security. The platform is designed to detect, monitor, and govern every AI agent, model, and tool call on endpoints, whether sanctioned or shadow, offering a unified view of agent activities and enforcing policies before execution to prevent potential breaches. Key Features and Functionality: - Agent Discovery: Certiv identifies all AI agents within an organization's environment, including those that may have been adopted without IT's knowledge, thereby eliminating blind spots. - Real-Time Monitoring: The platform provides continuous oversight of agent activities, capturing reasoning chains, data accessed, tool calls, and multi-agent workflows to offer full context without guesswork. - Policy Enforcement: Certiv enforces intent-aware policies at machine speed, blocking or pausing risky actions before they execute and setting granular guardrails to ensure agents operate within defined parameters. - Threat Detection: The system detects deviations from normal agent behavior, such as prompt injections or credential compromises, and scores risks continuously to surface behavioral anomalies before they become incidents. - Endpoint Integration: Certiv deploys as a lightweight endpoint agent that integrates seamlessly with existing systems, requiring no network reconfiguration or AI tooling changes, and works across various operating systems including macOS, Windows, and Linux. Primary Value and Problem Solved: Certiv addresses the critical challenge of balancing the rapid adoption of AI agents with the need for stringent security measures. By providing complete visibility and control over AI agents on employee endpoints, Certiv enables organizations to harness the productivity benefits of AI while mitigating risks associated with unauthorized access, data breaches, and compliance violations. The platform's real-time monitoring and policy enforcement capabilities ensure that AI agents operate within organizational guidelines, thereby protecting sensitive data and maintaining trust in AI-driven workflows.

Who Is the Company Behind Certiv?

CertPing

CertPing is an AI-driven platform designed to enhance web security and brand protection by automating SSL/TLS certificate management, monitoring website uptime, and detecting brand impersonation threats. By integrating advanced machine learning algorithms, CertPing offers proactive defense mechanisms to safeguard digital assets and maintain brand integrity. Key Features and Functionality: - Automated SSL/TLS Management: CertPing handles the entire lifecycle of SSL/TLS certificates, including validation, issuance, and deployment. It supports automated 90-day rotations with zero downtime and integrates seamlessly with cloud services like AWS ACM, Azure Key Vault, and Kubernetes. - Uptime and SSL Monitoring: The platform provides continuous monitoring of website availability, response times, and SSL certificate validity, delivering instant alerts to preempt potential issues. - Brand and Domain Protection: CertPing's anti-impersonation engine identifies typosquatting and phishing domains in real-time, enabling early detection and mitigation of brand impersonation attacks. - Trademark Defense: It offers automated scanning of USPTO and global registries to detect potential trademark infringements early, facilitating prompt initiation of resolution workflows. - Incident Communication: The platform includes automated status pages that reflect real-time system health, ensuring stakeholders remain informed during critical incidents. Primary Value and User Solutions: CertPing addresses the critical need for organizations to maintain secure and reliable web services while protecting their brand reputation. By automating SSL certificate operations, it eliminates the risks associated with manual management, such as expired certificates leading to downtime. The platform's continuous monitoring ensures high availability and optimal performance of web assets. Additionally, its proactive brand defense mechanisms safeguard against impersonation and trademark infringements, preserving customer trust and brand value. By consolidating these functionalities into a single, integrated platform, CertPing streamlines security operations, reduces operational overhead, and enhances overall digital resilience.

Who Is the Company Behind CertPing?

Check Point AI Network Firewall

AI factories and AI-powered data centers are rapidly becoming the digital core of the modern enterprise. Without security purpose-built for AI, these environments become the most exposed. Check Point’s AI Factory & Data Center Security architecture represents a fundamental shift from traditional perimeter defense to model-centric protection, from fragmented tools to unified security fabrics, and from reactive compliance to proactive, continuous trust. Check Point’s hyperscale, GPU-aware design secures high-throughput east-west traffic with the performance and efficiency required for AI scalability and resilience. Secure Employee AI Use Discover AI tools, govern prompts and uploads, and prevent sensitive data exposure. Protect AI Applications Apply runtime protection and guardrails against prompt injection, data exfiltration, and misuse. Control AI Agents Discover AI agents and MCP servers, govern tool access, and control agent activity. Check Point’s AI Network Firewall brings AI visibility, governance, and protection directly into the firewall organizations already run, as part of the Check Point AI Defense Plane. - Discover AI applications, agents, and tools - Control access to approved AI services - Protect sensitive data based on prompt intent - Protect against prompt injection, jailbreak and other AI specific threats

Who Is the Company Behind Check Point AI Network Firewall?

Check Point AI Red Teaming

Check Point AI Red Teaming provides automated security assessments for generative AI applications, large language models (LLMs), and AI agents. It evaluates AI systems against a broad range of adversarial techniques, including prompt injection, jailbreaks, sensitive data exposure, and other AI-specific threats, helping organizations identify vulnerabilities and strengthen the security of AI-powered applications. As organizations increasingly adopt AI technologies, they face new security risks that traditional application security testing does not address. Check Point AI Red Teaming helps organizations identify and remediate AI-specific vulnerabilities before they can be exploited, reducing risk, improving resilience, and supporting the secure deployment of AI applications.

Who Is the Company Behind Check Point AI Red Teaming?

Check Point Generative AI Security

Check Point Workforce AI Security is a security platform for discovering, governing, and protecting employee interactions with AI applications and agentic tools. It provides centralized visibility into sanctioned and unsanctioned AI usage across web browsers, desktop applications, coding assistants, SaaS applications, IDEs, and Model Context Protocol (MCP)-connected workflows. The platform monitors AI interactions, assesses risk, identifies sensitive content, and records activity for investigation, reporting, and compliance. Workforce AI Security enables organizations to define and enforce access, data protection, and agent policies. Its capabilities include shadow AI discovery, application and agent inventory, contextual data loss prevention, prompt and file controls, sensitive-data redaction, runtime controls for MCP servers and tools, policy enforcement, dashboards, and audit trails.

Who Is the Company Behind Check Point Generative AI Security?

Ciphyrs

Ciphyrs is a security operations platform for AI agents that helps organizations monitor, protect, test, and govern AI applications across their lifecycle. Key capabilities include: AI Agent Observability: Monitor LLM calls, tool invocations, agent handoffs, latency, token usage, costs, and multi-agent workflows in real time. PII Protection: Detect and mask sensitive information before it reaches third-party LLMs. Supports 11+ PII entity types, including names, email addresses, Aadhaar numbers, PAN, GSTIN, and SSNs. Prompt Injection Protection: Detect and block prompt injections, jailbreaks, data-exfiltration attempts, and other threats using multiple detection layers, custom rules, and honeypot canaries. AI Security Testing: Test AI agents against 500+ security attacks, including prompt injection, jailbreaks, encoded attacks, and data-exfiltration scenarios. Security in CI/CD: Integrate AI security testing into development and deployment workflows to identify vulnerabilities and security regressions before production. Real-Time Alerting: Receive alerts for security incidents, data leaks, anomalies, and SLA breaches through Slack, PagerDuty, email, webhooks, and SIEM integrations. AI Governance & Compliance: Maintain immutable audit trails and generate evidence reports aligned with frameworks and requirements such as GDPR, India's DPDP Act, RBI guidelines, ISO 27001, SOC 2, and PCI DSS. Integrations: Connect AI applications through Python and Node.js SDKs, REST APIs, MCP, LangChain, CrewAI, VS Code, and browser extensions. Ciphyrs is designed for AI engineers, developers, security teams, platform teams, and compliance teams that need greater visibility, security, and governance across AI agents and applications.

Who Is the Company Behind Ciphyrs?

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