Best AI Security Solutions Software - Page 2

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)

Chronoloq

Chronoloq is an AI and API security platform for small and mid-sized organizations. It scans a company's AI/LLM features and API endpoints to identify exposed attack surface, then delivers a prioritized risk score (the "Chronoloq Score") alongside a remediation plan and compliance-ready reports. The platform operates agentlessly and is designed to complete an initial assessment in under 30 minutes, without requiring a dedicated security team or a lengthy enterprise deployment. It also includes an active protection gateway layer (LLM Shield) that monitors and controls AI model behavior in real time. The end result is continuous visibility into AI and API risk, and audit documentation usable for SOC2, HIPAA, and FERPA reviews.

Average Rating: 4.6/5.0

Total Reviews: 11

Who Is the Company Behind Chronoloq?

Who Uses This Product?

  • Company Size: 73% Medium, 18% Small

What Are Recent G2 Reviews of Chronoloq?

iDox.ai Guardrail

Dox.ai Guardrail is a real-time AI data protection solution that prevents sensitive information from being exposed during everyday AI usage. Designed for enterprises adopting tools like ChatGPT and other generative AI platforms, Guardrail acts at the endpoint—monitoring, intercepting, and controlling what data can be shared, uploaded, or accessed in real time. Unlike traditional DLP solutions that rely on static rules and post-incident detection, iDox.ai Guardrail proactively enforces AI safety policies at the moment of action. It identifies and blocks the exposure of regulated data (PII, PHI, PCI), confidential business information, source code, and intellectual property before it leaves the user’s device. Guardrail also addresses emerging risks highlighted by incidents like OpenClaw, where AI agents can access local files without clear user awareness. With file-level monitoring and permission controls, iDox.ai Guardrail can intercept AI-driven file access requests and route them through policy-based decisions—allowing only sanitized or approved data to be shared. Key capabilities include real-time prompt and file monitoring, sensitive data detection across 80+ categories, automated redaction and anonymization, and centralized policy management. Organizations gain full visibility into AI interactions, along with audit trails and reporting to support compliance with frameworks such as GDPR, HIPAA, and CPRA. With iDox.ai Guardrail, teams can safely adopt AI without sacrificing control—ensuring that data is protected before it’s ever exposed.

Average Rating: 4.9/5.0

Total Reviews: 5

Who Is the Company Behind iDox.ai Guardrail?

  • Seller: iDox.ai
  • Year Founded: 2021
  • HQ Location: Fremont, California
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 33% Medium

What Are Recent G2 Reviews of iDox.ai Guardrail?

Mend.io

Modern risk doesn't live in one layer, it lives between them. Mend.io is built for every risk, across AI and AppSec, securing the code layer, the AI layer, and the interactions between them. From discovery and red teaming to guardrails and runtime protection, Mend.io delivers continuous protection across the entire AI application lifecycle. Mend.io solutions include: 1. Mend AI secures the layer where modern risk actually lives—the interaction between code and AI. It continuously discovers AI components (agents, prompts, models), tests real behavioral risk through automated red teaming, and enforces in-app runtime guardrails for one continuous control system for the AI lifecycle. 2. Mend AppSec secures the modern code layer by continuously discovering and prioritizing risk across code, libraries, containers, and dependencies, giving teams the clarity they need to reduce exposure and ship secure software faster. 3. Mend Renovate secures the foundation of every codebase by automatically updating dependencies, rating the likelihood each update will succeed without breaking changes, and grouping them by confidence level so teams can resolve them faster.

Average Rating: 4.3/5.0

Total Reviews: 117

Who Is the Company Behind Mend.io?

  • Seller: Mend
  • Company Website:
  • Year Founded: 2011
  • HQ Location: Boston, Massachusetts
  • Twitter: @Mend_io
    11,256 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    259 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 36% Small, 33% Large

What Do G2 Reviewers Say About Mend.io?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the scanning efficiency of Mend.io, enabling quick and accurate scans across multiple repositories seamlessly.
  • Users appreciate the ease of use of Mend.io, made simpler by effective integrations and an attractive interface.
  • Users value the easy integrations of Mend.io, allowing seamless scanning across multiple repositories and CI/CD platforms.
  • Users appreciate the quick and accurate scanning capabilities of Mend.io, benefiting from a range of integrations.
  • Users value the automated vulnerability detection of Mend.io, enhancing efficiency in identifying and addressing issues seamlessly.
Cons
  • Users face integration issues with Mend.io, finding it difficult to connect on-premise tools and features like Jira.
  • Users express concern over limited features in Mend.io, necessitating workarounds for optimal functionality and integration.
  • Users find the missing features in Mend.io cumbersome, often resorting to workarounds for integration and functionality.
  • Users face complex implementation, with challenging integration and frequent false positives affecting their experience.
  • Users find the confusing interface challenging due to the awkward transitions between different portals.

What Are Recent G2 Reviews of Mend.io?

What Are G2 Users Discussing About Mend.io?

Patronus AI

Patronus AI is the leading enterprise platform for evaluating, monitoring, and securing large language models (LLMs) and AI agent systems at scale. Founded by machine learning experts from Meta AI and Meta Reality Labs, Patronus AI addresses the critical challenge of ensuring AI safety, reliability, and compliance in production environments where generative AI applications pose significant risks to enterprises. Core Platform Capabilities: Patronus AI provides automated AI evaluation and testing infrastructure that integrates directly into enterprise AI workflows. The platform enables development teams to score LLM performance, generate adversarial test cases, benchmark AI models, and detect failures in real-time without compromising data privacy. Unlike static benchmarks or manual QA processes, Patronus delivers continuous monitoring from pre-deployment testing through post-deployment oversight. At the platform's core are industry-leading AI evaluation tools including Percival, an intelligent agent that analyzes end-to-end workflows to detect over 20 types of failure modes in agentic systems. The platform also features Lynx, a state-of-the-art hallucination detection model that outperforms GPT-4o, Claude-3-Sonnet, and other leading LLMs at identifying inaccurate AI-generated content. Advanced AI Safety and Compliance Features: Patronus AI specializes in enterprise AI safety and compliance, offering automated detection of hallucinations, copyright risks, safety violations, and business-sensitive information leaks. The platform provides real-time AI monitoring and alerting capabilities that help organizations maintain regulatory compliance and manage AI-related risks in high-stakes industries like finance, healthcare, and customer service. The platform includes specialized evaluation datasets such as FinanceBench for financial AI compliance, SimpleSafetyTests for safety risk identification, and EnterprisePII for detecting business-sensitive information. These purpose-built datasets enable organizations to conduct thorough AI model testing tailored to their specific industry requirements and regulatory frameworks. Market Leadership and Enterprise Adoption: Patronus AI has established itself as a category-defining company in the rapidly growing AI evaluation and optimization market. The company raised $17 million in Series A funding just eight months after its initial seed round, demonstrating strong market traction and investor confidence in the AI governance space. Enterprise customers have made hundreds of thousands of evaluation requests through the platform, validating the critical need for scalable AI oversight solutions. Patronus AI represents the essential infrastructure for enterprise AI deployment, providing the visibility, control, and compliance capabilities necessary for organizations to confidently scale their generative AI initiatives while managing associated risks and regulatory requirements.

Average Rating: 4.3/5.0

Total Reviews: 12

Who Is the Company Behind Patronus AI?

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 67% Small, 25% Medium

What Are Recent G2 Reviews of Patronus AI?

AgntID

AgntID is the runtime authorization layer for AI agents. It sits between an AI agent and the tools, MCP servers, APIs, and data it wants to access. Before every tool call executes, AgntID checks the agent, task, tool, arguments, policy, and credential scope. It then allows, blocks, or narrows the action.

Average Rating: 4.0/5.0

Total Reviews: 4

Who Is the Company Behind AgntID?

  • Seller: AgntID
  • Year Founded: 2025
  • HQ Location: San Francisco Bay Area, US
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 75% Medium, 25% Small

What Are Recent G2 Reviews of AgntID?

CalypsoAI

CalypsoAI brings together the top minds in the fields of data science, machine learning, and defense to create the leading-edge solutions for testing and validation.

Average Rating: 4.3/5.0

Total Reviews: 6

Who Is the Company Behind CalypsoAI?

  • Seller: CalypsoAI
  • Year Founded: 2018
  • HQ Location: New York ,United States
  • LinkedIn® Page: www.linkedin.com
    68 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 83% Small, 33% Medium

What Do G2 Reviewers Say About CalypsoAI?

AI-generated summary from verified user reviews

Pros
  • Users value the real-time security insights from CalypsoAI's Inference Observe platform, enhancing their AI scaling processes.
  • Users praise CalypsoAI for its improved organizational efficiency, enhancing productivity while ensuring robust security measures.
  • Users find the real-time security insights from CalypsoAI essential for effectively scaling their multimodal AI agents.
Cons
  • Users express concern over the high implementation costs of CalypsoAI and its potential impact on job security.
  • Users find CalypsoAI expensive to implement, raising concerns about its impact on human employment.

What Are Recent G2 Reviews of CalypsoAI?

Harmonic Security

Harmonic Security is an AI Governance and Control (AIGC) platform that helps enterprise security teams manage, monitor, and enforce data protection policies across employee use of generative AI tools. Designed for organizations navigating widespread AI adoption, the platform provides real-time visibility and inline controls over what data employees share with AI applications — without blocking productivity or pushing usage underground. As employees increasingly rely on tools like ChatGPT, Claude, Perplexity, Canva AI, and other AI assistants in their daily work, sensitive data such as source code, financial projections, customer records, and confidential deal terms routinely enters these systems. Harmonic addresses this by analyzing the actual content and context of every prompt and interaction across browsers, desktop applications, and agentic workflows — including MCP servers — before data leaves the organization. The platform uses 25+ proprietary Small Language Models (SLMs) purpose-built to understand user intent and domain-specific context (such as legal discourse, M&A activity, or protected health information) with ~200ms latency, without training on customer data. This allows security teams to apply contextual, intent-aware controls rather than relying solely on keyword matching or blanket blocking policies. Harmonic Security is designed for security leaders in mid-market and enterprise organizations who need to enable AI adoption at scale without increasing data exposure risk. Customers have reported a 300% increase in AI tool usage alongside a 72% reduction in sensitive data exposure within 90 days of deployment. Explore Harmonic Security for yourself: https://explore.harmonic.security/

Average Rating: 4.6/5.0

Total Reviews: 5

Who Is the Company Behind Harmonic Security?

Who Uses This Product?

  • Company Size: 80% Medium, 40% Large

What Are Recent G2 Reviews of Harmonic Security?

Hunto AI

Hunto AI is an agentic, 100% autonomous platform purpose-built for monitoring and quantifying your external threats. We proactively monitor external assets, detect real-world brand impersonation and fraud infrastructure, and execute rapid takedowns, while mapping every finding to audit-ready proof. - CTOs get measurable breach-probability reduction and time-to-mitigation SLAs. - CEOs/CMOs get brand-abuse suppression and revenue protection. - Compliance gets reports your auditors actually accept. Hunto AI offers a live, quantified view of exposure, external risk, and the fastest path to fix.

Average Rating: 4.8/5.0

Total Reviews: 16

Who Is the Company Behind Hunto AI?

  • Seller: Hunto AI
  • Year Founded: 2023
  • HQ Location: Melbourne, AU
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 50% Medium, 44% Small

What Do G2 Reviewers Say About Hunto AI?

AI-generated summary from verified user reviews

Pros
  • Users value the continuous monitoring by Hunto AI, appreciating its seamless integration for robust threat management.
  • Users value the seamless automation in Hunto AI, effectively enhancing threat detection and incident response efficiency.
  • Users value the proactive risk identification and automation features of Hunto AI, enhancing security management efficiency.
  • Users value the comprehensive integration of security features in Hunto AI, enhancing overall cyber resilience and efficiency.
  • Users commend Hunto AI for its quick threat detection, enhancing security and reducing human cyber risk effectively.
Cons
  • Users desire greater automation capabilities in Hunto AI to enhance efficiency and simplify their workflow.
  • Users desire more automation in Hunto AI to enhance efficiency and streamline their tasks.
  • Users believe that the few modules of Hunto AI could significantly improve with added risk scoring features.

What Are Recent G2 Reviews of Hunto AI?

Entro Security

Entro Security governs every AI agent, every non-human identity, and every action they take. As enterprises deploy autonomous AI at scale, Entro delivers the control plane they lack, discovering shadow AI, mapping MCP servers, and stopping agentic threats before they execute. From intent manipulation to rogue MCPs, Entro's AI Detection and Response (AIDR) secures the full lifecycle of agent-driven activity. With Agentic Governance Architecture (AGA), Entro enforces real-time policy, least-privilege access, and full accountability across all agents and NHIs, ensuring every action is visible, governed, and compliant. Trusted by Fortune 500 enterprises, Entro has received numerous acknowledgments and recognitions, including Gartner® Cool Vendor™ within months of founding, CRN Stellar Startup, KuppingerCole Rising Star, and Sinet16 innovation award.

Average Rating: 4.7/5.0

Total Reviews: 19

Who Is the Company Behind Entro Security?

  • Seller: SailPoint
  • Company Website:
  • Year Founded: 2004
  • HQ Location: Austin, TX
  • Twitter: @SailPoint
    15,037 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,811 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 74% Large, 21% Medium

What Do G2 Reviewers Say About Entro Security?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the easy integrations with existing systems, enhancing their workflow efficiency and security visibility.
  • Users appreciate the near real-time visibility and monitoring capabilities of Entro Security, enhancing risk management and workflow efficiency.
  • Users value the exceptional visibility and control Entro Security provides for non-human identities and secrets management.
  • Users value the clear visibility offered by Entro Security for effective secrets discovery and identity governance.
  • Users find Entro Security extremely helpful for secrets discovery and improving efficiency through robust features and support.
Cons
  • Users find limited features in Entro Security, particularly with multi-tenancy and reduced documentation accessibility.
  • Users find the complexity of Entro Security challenging, necessitating a learning curve to use its full potential.
  • Users find the policy limitations restrictive, as backend control hampers flexibility in managing configurations like notifications.
  • Users face poor customer support, struggling with limited RBAC features and recent documentation removal complicating their experience.
  • Users note a learning curve with Entro Security, making it challenging to utilize all its robust features effectively.

What Are Recent G2 Reviews of Entro Security?

Sweet Security

Sweet Security is a runtime platform that enforces security for AI and cloud. Most tools stop at visibility, posture and alerts: they flag what might be wrong but never stop what is actually happening, so the team sees the alert only after a workload has spawned a shell or an agent has reached the data. Sweet takes the opposite approach and validates real attack paths, reasons about live behavior and blocks malicious activity inline. This matters most as autonomous AI agents move into production. Agents take on identities, access sensitive data and act on their own, which makes the running system, not the source code, where security is won or lost. Sweet protects cloud-native workloads and AI agents on one platform, powered by a runtime reasoning layer that learns the intended behavior of every application, workload, identity and agent, then blocks anything that deviates in real time. Driven by the Sweet Learning Loop of Attack, Fix and Defend, Sweet deploys with lightweight sensors across Linux and Windows on all major clouds and Kubernetes, goes live in hours and analyzes over 1 billion runtime events per day. Every application and AI agent does exactly what it was built to do and nothing more.

Average Rating: 4.3/5.0

Total Reviews: 2

Who Is the Company Behind Sweet Security?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Sweet Security?

AppTrana

AppTrana API is a fully managed API security platform that provides continuous API discovery, automated vulnerability detection, and real-time protection against API attacks. It combines 24/7 AI-driven intelligence with human-led operations to deliver runtime security with a Zero False Positive Guarantee. Trusted by over 6,500 customers across 95+ countries, it offers unmetered protection with 100% availability. AppTrana API includes SwyftComply, an industry-first autonomous remediation capability that virtually patches API vulnerabilities without code changes, enabling zero-vulnerability compliance reports.

Average Rating: 4.8/5.0

Total Reviews: 34

Who Is the Company Behind AppTrana?

  • Seller: Indusface
  • Year Founded: 2012
  • HQ Location: Vadodara
  • Twitter: @Indusface
    3,472 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    172 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 54% Medium, 23% Small

What Do G2 Reviewers Say About AppTrana?

AI-generated summary from verified user reviews

Pros
  • Users praise the comprehensive protection from AppTrana, ensuring safety against real-time attacks and vulnerabilities.
  • Users value the 24/7 cybersecurity support from AppTrana, ensuring peace of mind and robust protection against threats.
  • Users commend AppTrana's highly effective WAF that ensures complete protection with excellent support and low complexity.
  • Users value the exceptional bot detection capabilities of AppTrana, ensuring robust protection against threats 24/7.
  • Users commend the fantastic DDoS protection of AppTrana, offering peace of mind with comprehensive security measures.
Cons
  • Users find the difficult reporting of AppTrana limits their ability to analyze data effectively over time.
  • Users find the complex setup challenging due to poor documentation and difficulty in handling third-party certificates.
  • Users express concern over the high cost of AppTrana, especially when managing multiple application instances.
  • Users find the learning difficulty in installing and managing third-party certificates to be frustrating and not well supported.
  • Users find the poor documentation for installation and third-party certificate replacement frustrating and unhelpful.

What Are Recent G2 Reviews of AppTrana?

What Are G2 Users Discussing About AppTrana?

Neo

We prevent agentic threats across every device, browser, identity, and traditional application used in modern AI-driven enterprises. Neo hands control back to SecOps teams by revealing, understanding, and enforcing control of all human and non-human activity in real-time.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Neo?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Neo?

NoPII

NoPII is a reverse proxy designed to protect sensitive data in Large Language Model (LLM) interactions by detecting and tokenizing personally identifiable information (PII) before it leaves your environment. This ensures that data such as names, Social Security Numbers (SSNs), email addresses, and more are replaced with deterministic, format-preserving tokens prior to reaching the LLM provider. Upon receiving the LLM's response, NoPII detokenizes the data, restoring the original values seamlessly. Integration is straightforward, requiring only a single line of code change to your existing setup. Key Features and Functionality: - PII Detection and Tokenization: Automatically scans incoming requests for PII, including names, emails, SSNs, and addresses, replacing each with a consistent token before the request exits your network. - Sanitized Forwarding: Transmits the sanitized payload to supported LLM providers (such as OpenAI, Anthropic, and Google) using your own API key, ensuring that no PII crosses the boundary. - Response Detokenization: Intercepts the LLM's response, mapping tokens back to their original values, and delivers the fully restored response to your application. - Rapid Integration: Achieves time-to-protection in under five minutes with a simple base URL change, eliminating the need for SDKs, middleware rewrites, or architectural modifications. - Intelligent Tokenization: Maintains entity relationships across messages through deterministic tokenization and employs context phrase neutralization to prevent LLM safety refusals on tokenized data. - Compliance and Security: Operates on PCI Level 1 and SOC 2 Type II certified infrastructure, providing a full audit trail for every request and ensuring fail-safe operations where PII never leaks, even in error scenarios. Primary Value and User Solutions: NoPII addresses the critical need for safeguarding sensitive information in AI-driven applications by preventing PII exposure during LLM interactions. By seamlessly integrating into existing workflows with minimal code changes, it enables organizations to leverage the power of LLMs without compromising data privacy or regulatory compliance. This solution is particularly beneficial for industries with stringent data protection requirements, such as healthcare, financial services, legal, customer support, and human resources, allowing them to adopt AI technologies confidently while maintaining the highest standards of data security.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind NoPII?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of NoPII?

3dEYE

Who Is the Company Behind 3dEYE?

  • Seller: 3dEYE
  • Year Founded: 2014
  • HQ Location: Toronto, CA
  • LinkedIn® Page: www.linkedin.com
    38 employees on LinkedIn®

AccuroAI Shield

From discovery to protection to compliance AccuroAI gives you end-to-end control over every AI interaction in your organization. Deploy in minutes, not months.

Who Is the Company Behind AccuroAI Shield?

  • Seller: AccuroAI
  • HQ Location: 30 N Gould St, STE R Sheridan, WY 82801, USA
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®
Lauren Worth
LW
Researched and written by Lauren Worth
Updated April 9, 2026