# Best AI Security Solutions Software - Page 2 *By [Lauren Worth](https://research.g2.com/insights/author/lauren-worth)* AI security solutions help organizations protect AI assets, including machine learning models, large language models, and AI agents, from misuse, by monitoring AI behavior, enforcing security policies on AI inputs and outputs, and serving as a security layer between traditional cybersecurity and modern AI workflows without requiring retraining or modification of underlying models. ### Core Capabilities of AI Security Solutions To qualify for inclusion in the AI Security Solutions category, a product must: - Provide security capabilities specifically designed to protect AI assets such as AI models, LLMs, or AI agents - Monitor or control AI inputs, outputs, or runtime behavior - Enforce policy or security rules on AI models, LLM applications, AI agents, or any other AI assets ### Common Use Cases for AI Security Solutions Security teams, AI engineering teams, and risk and compliance groups use AI security solutions to safely integrate AI into products and operations. Common use cases include: - Detecting and preventing prompt injection attacks, sensitive data leaks, and manipulated inputs targeting LLM applications - Monitoring AI agent behavior at runtime to identify unusual or unauthorized actions - Enforcing content and access policies on AI outputs to ensure trustworthy and compliant AI interactions ### How AI Security Solutions Differ from Other Tools AI security solutions connect to traditional security infrastructure, including [SIEM software](https://www.g2.com/categories/security-information-and-event-management-siem), [cloud security software](https://www.g2.com/categories/cloud-security), and [application security tools](https://www.g2.com/categories/application-security), as well as [AI infrastructure](https://www.g2.com/categories/generative-ai-infrastructure) and [MLOps platforms](https://www.g2.com/categories/mlops-platforms). Unlike these adjacent tools, AI security solutions are specifically designed to address the unique threats introduced by AI systems, such as model manipulation, prompt injection, and unsafe AI-driven actions, rather than securing traditional cloud infrastructure, application code, or network perimeters. ### Insights from G2 on AI Security Solutions Based on category trends on G2, runtime AI behavior monitoring and prompt injection protection stand out as the most impactful capabilities. These platforms deliver improved confidence in deploying AI in production and reduced risk of sensitive data exposure through AI models as primary outcomes of adoption. ## Category Overview **Total Products under this Category:** 57 ## Trust & Credibility Stats **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 1,500+ Authentic Reviews - 57+ 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. ## Best AI Security Solutions Software At A Glance - **Best Free Software:** [Wiz](https://www.g2.com/products/wiz-wiz/reviews) --- **Sponsored** ### Cloudflare Application Security and Performance Cloudflare is the connectivity cloud for the "everywhere world," on a mission to help build a better Internet. We provide a unified platform of networking, security, and developer services delivered from a single, intelligent global network that spans hundreds of cities in over 125 countries. This empowers organizations of all sizes, from small businesses to the world's largest enterprises, to make their employees, applications, and networks faster and more secure everywhere, while significantly reducing complexity and cost. Our comprehensive platform includes: - Advanced Security: Protect your online presence with industry-leading DDoS protection, a robust Web Application Firewall (WAF), Bot mitigation, and API security. Implement Zero Trust security to secure remote access, data, and applications for your entire workforce. - Superior Performance: Accelerate website and application loading times globally with our Content Delivery Network (CDN), intelligent DNS, and smart routing capabilities. Optimize images and deliver dynamic content with unparalleled speed. - Powerful Developer Tools: Empower your developers to build and deploy full-stack applications at the edge using Cloudflare Workers (serverless functions), R2 Storage (object storage without egress fees), and D1 (serverless SQL database). Cloudflare helps connect and protect millions of customers globally, offering the control, visibility, and reliability businesses need to work, develop, and accelerate their operations in today's hyperconnected landscape. Our global network continuously learns and adapts, ensuring your digital assets are always protected and performing at their best. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=paid_promo&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1012436&secure%5Bmedium%5D=sponsored&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=10700&secure%5Bresource_id%5D=1012436&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fai-security-solutions%3Fpage%3D2&secure%5Btoken%5D=79a7e4601657e64dec19be057bd5780d06235b26d8d9d4d53419829b76dbb4db&secure%5Burl%5D=https%3A%2F%2Fwww.cloudflare.com%2Fapplication-services%2Fproducts%2F&secure%5Burl_type%5D=paid_promos) --- ## Top-Rated Products (Ranked by G2 Score) ### 1. [Giskard](https://www.g2.com/products/giskard/reviews) Giskard is an open-source AI testing framework designed to enhance the reliability and security of machine learning (ML) and large language models (LLMs). It provides automated tools to detect vulnerabilities such as biases, hallucinations, and security flaws, supporting a wide range of model types, including tabular data, natural language processing (NLP), and LLMs. Key Features and Functionality: - Automated Vulnerability Detection: Giskard automatically identifies critical issues like hallucinations, harmful content generation, prompt injections, robustness flaws, sensitive information disclosure, and biases in AI models. - RAG Evaluation Toolkit (RAGET): For Retrieval-Augmented Generation (RAG) applications, Giskard generates evaluation datasets and assesses the performance of RAG agents, evaluating components such as generators, retrievers, rewriters, routers, and knowledge bases. - Seamless Integration: The platform integrates with popular ML frameworks and tools, including Hugging Face, MLFlow, Weights & Biases, PyTorch, TensorFlow, and Langchain, facilitating easy incorporation into existing workflows. - Continuous Red Teaming: Giskard enables proactive monitoring by continuously generating different attack scenarios and potential hallucinations throughout the AI lifecycle, ensuring vulnerabilities are detected before they impact real-world use. - Collaborative Testing Environment: The platform offers a user-friendly interface for business users and a powerful SDK for technical users, supporting team collaboration with shared workspaces, annotation tools, and role-based access control. Primary Value and Problem Solved: Giskard addresses the critical need for responsible AI development by providing a comprehensive testing platform that ensures AI models perform correctly and securely in production. By automating the detection of vulnerabilities and facilitating continuous monitoring, Giskard helps organizations mitigate risks associated with AI deployment, such as ethical biases, security breaches, and performance issues. This proactive approach not only safeguards companies' reputations and operations but also aligns with emerging regulatory frameworks, ensuring compliance with standards like the EU AI Act. **Seller Details:** - **Seller:** [Giskard](https://www.g2.com/sellers/giskard) - **Year Founded:** 2021 - **HQ Location:** Paris, FR - **LinkedIn® Page:** https://www.linkedin.com/company/giskard-ai (28 employees on LinkedIn®) ### 2. [Grepture](https://www.g2.com/products/grepture/reviews) Grepture is an open-source AI gateway that sits between your application and LLM providers like OpenAI, Anthropic, and Google AI. It gives you full visibility into every AI request your app makes and automatically protects sensitive data before it reaches any model. With a single line of configuration, you get: - Prompt inspection and debugging: See exactly what your AI receives and returns. Replay requests, compare diffs, and trace multi-turn conversations. - Cost tracking: Token-level breakdowns per request with per-model cost estimation across your entire AI stack. - Automatic PII redaction: Detect and mask names, emails, phone numbers, API keys, and 80+ other sensitive data patterns before they leave your infrastructure. Reversible redaction means your app still gets personalized responses. - Conversation tracing: Trace IDs link every request in multi-step agent workflows and chain-of-thought sequences. - Prompt management: Version and deploy prompt changes without redeploying your application. - Evals: Continously score and evaluate the quality of your AI traffic with LLM-as-a-judge evaluations - Integrations and reports: Automatically be notified in Slack or via Email when eval scores drop, usage limits might be reached and export all incoming traffic as OpemTelemetry compatible logs Grepture works as a drop-in replacement with existing OpenAI and Anthropic SDKs with minimal code changes to your application logic. It supports 10+ AI providers through a single dashboard. All infrastructure runs in the EU (Frankfurt and Nuremberg), with GDPR compliance built in. A zero-data mode processes requests without writing content to disk, giving teams full protection with zero stored data. Used by compliance teams, AI startups, and SaaS platforms shipping AI features. Free tier includes 1,000 requests per month with no credit card required. **Seller Details:** - **Seller:** [Grepture](https://www.g2.com/sellers/grepture) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 3. [Guardia](https://www.g2.com/products/guardia/reviews) Guardia is an AI security solution designed to protect organizations from risks introduced by employee use of AI tools like ChatGPT, copilots, and browser-based assistants. It provides real-time monitoring and control over AI interactions to prevent sensitive data leaks, prompt injection attacks, and unsafe outputs. Guardia enforces security policies across employee workflows, ensuring compliance while enabling safe AI adoption. With deep visibility into AI usage, Guardia helps security teams detect risky behavior, block high-risk prompts, and maintain control over data shared with external AI systems. It integrates seamlessly into existing environments, offering lightweight deployment and minimal disruption. Guardia is ideal for enterprises looking to securely enable AI usage across teams without compromising on data privacy, compliance, or governance. **Seller Details:** - **Seller:** [LangProtect](https://www.g2.com/sellers/langprotect) - **Year Founded:** 2025 - **HQ Location:** 111 Congress Avenue Suite 500, Austin, Texas - 78701 - **Twitter:** @LangProtect (4 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/langprotect/ (4 employees on LinkedIn®) - **Ownership:** Private ### 4. [Guardrails AI](https://www.g2.com/products/guardrails-ai/reviews) Mitigate Gen AI risks with Guardrails Ship to prod with confidence and AI-powered validation **Seller Details:** - **Seller:** [Guardrails AI](https://www.g2.com/sellers/guardrails-ai) - **Year Founded:** 2023 - **HQ Location:** Menlo Park, US - **LinkedIn® Page:** https://www.linkedin.com/company/guardrailsai/ (11 employees on LinkedIn®) ### 5. [Hexashield AI](https://www.g2.com/products/hexashield-ai/reviews) Hexashield AI – Advanced AI Security & Protection Hexashield AI protects AI models and applications against modern attack vectors, including prompt injection, data poisoning, adversarial threats, and model exploitation. It provides continuous monitoring, vulnerability detection, and runtime protection to ensure AI systems remain resilient and trustworthy. **Seller Details:** - **Seller:** [Cygeniq](https://www.g2.com/sellers/cygeniq) - **Year Founded:** 2025 - **HQ Location:** Wilmington, US - **LinkedIn® Page:** https://www.linkedin.com/company/cygeniq/ (28 employees on LinkedIn®) ### 6. [HiddenLayer AI Security Platform](https://www.g2.com/products/hiddenlayer-ai-security-platform/reviews) HiddenLayer's AI Security Platform secures agentic, generative, and predictive AI applications across the entire lifecycle, including AI discovery, AI supply chain security, AI attack simulation, and AI runtime security. Backed by patented technology and expert-driven adversarial AI research, HiddenLayer protects IP, ensures compliance, and enables safe adoption of AI at enterprise scale. The platform can be deployed via SaaS, On-prem, Air Gapped or hybrid to meet clients preferred integrations while being non-invasive. **Seller Details:** - **Seller:** [HiddenLayer](https://www.g2.com/sellers/hiddenlayer) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 7. [IBM Guardium AI Security](https://www.g2.com/products/ibm-guardium-ai-security/reviews) IBM Guardium AI Security is a comprehensive solution designed to proactively secure AI models and agents, ensuring trustworthy AI deployments across organizations. It offers automated discovery of shadow AI, real-time protection against malicious prompts, and unifies disparate teams through a common set of metrics for effective AI governance. Key Features and Functionality: - Automated AI Discovery: Continuously monitors cloud environments, code repositories, and embedded AI systems to identify all AI use cases, including unauthorized shadow AI and AI agents, facilitating comprehensive governance. - Security Vulnerability Detection: Conducts automated penetration tests to detect security vulnerabilities and misconfigurations across generative AI use cases, mapping findings to leading assessment frameworks like OWASP Top 10 for LLM and NIST AI RMF for streamlined remediation. - Prompt Security Policies: Scans and protects input and output prompts for AI applications, allowing customization of security policies to prevent issues such as code injection, exposure of personally identifiable information , and data leakage. - Unified Governance Integration: Integrates with IBM watsonx.governance to provide a consolidated dashboard, enabling teams to assess both security risks and compliance considerations, thereby fostering secure and trustworthy AI. Primary Value and Problem Solved: IBM Guardium AI Security addresses the critical need for organizations to secure their AI assets amidst the rapid adoption of AI technologies. By offering full visibility into AI deployments, including unauthorized shadow AI, it empowers organizations to detect and remediate vulnerabilities, enforce security policies, and ensure compliance with regulatory standards. This unified approach not only mitigates potential risks associated with AI but also aligns security and governance teams, facilitating the deployment of safe and trustworthy AI solutions at scale. **Seller Details:** - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Year Founded:** 1911 - **HQ Location:** Armonk, NY - **Twitter:** @IBM (709,390 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (324,553 employees on LinkedIn®) - **Ownership:** SWX:IBM ### 8. [Lakera Guard](https://www.g2.com/products/lakera-guard/reviews) Lakera Guard empowers organizations to build GenAI applications without worrying about prompt injections, data loss, harmful content, and other LLM risks. Lakera Guard's capabilities are based on proprietary databases that combine insights from LLM applications, Gandalf, open-source data, and our dedicated ML research. Try it for free: https://lakera.ai/ **Average Rating:** 5.0/5.0 **Total Reviews:** 1 **Seller Details:** - **Seller:** [Lakera](https://www.g2.com/sellers/lakera) - **Year Founded:** 2021 - **HQ Location:** San Francisco, US - **Twitter:** @LakeraAI (1,675 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/lakeraai/ (75 employees on LinkedIn®) **Reviewer Demographics:** - **Company Size:** 100% Mid-Market #### Pros & Cons **Pros:** - Features (1 reviews) **Cons:** - Expensive (1 reviews) - Limited Customization (1 reviews) ### 9. [LangProtect](https://www.g2.com/products/langprotect/reviews) LangProtect is an enterprise-grade security platform designed for AI applications, agents, and employees. We empower organizations to embrace AI technology while maintaining control over sensitive data, compliance, and security. Our solution offers a unified control plane to manage employee interactions with external AI tools and safeguard internal large language model (LLM) applications in production environments. With Guardia, teams gain comprehensive visibility into GenAI usage, uncover shadow AI, enforce strict policies, and produce audit-ready logs. Armor ensures the security of private AI apps at runtime by implementing inline guardrails that mitigate risks such as prompt injection, misuse, and data leaks. LangProtect enables secure and compliant GenAI adoption, providing measurable and enforceable protections without compromising productivity. **Seller Details:** - **Seller:** [LangProtect](https://www.g2.com/sellers/langprotect) - **Year Founded:** 2025 - **HQ Location:** 111 Congress Avenue Suite 500, Austin, Texas - 78701 - **Twitter:** @LangProtect (4 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/langprotect/ (4 employees on LinkedIn®) - **Ownership:** Private ### 10. [Mend.io](https://www.g2.com/products/mend-io/reviews) Mend.io is the leading application security solution, helping organizations reduce application risk efficiently. Built for modern, AI-driven, and traditional development environments alike, Mend.io prioritizes what matters most, so teams fix less, reduce risk faster, and deliver software with confidence. **Average Rating:** 4.3/5.0 **Total Reviews:** 105 **Seller Details:** - **Seller:** [Mend](https://www.g2.com/sellers/mend-ab79a83a-6747-4682-8072-a3c176489d0b) - **Company Website:** https://mend.io - **Year Founded:** 2011 - **HQ Location:** Boston, Massachusetts - **Twitter:** @Mend_io (11,302 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2440656/ (258 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 38% Small-Business, 34% Mid-Market #### Pros & Cons **Pros:** - Scanning Efficiency (8 reviews) - Ease of Use (7 reviews) - Easy Integrations (6 reviews) - Scanning Technology (6 reviews) - Vulnerability Detection (6 reviews) **Cons:** - Integration Issues (6 reviews) - Limited Features (3 reviews) - Missing Features (3 reviews) - Complex Implementation (2 reviews) - Confusing Interface (2 reviews) ### 11. [Mindgard](https://www.g2.com/products/mindgard/reviews) Mindgard is the leader in ai red teaming, helping enterprises identify, assess, and mitigate real-world security risks across AI models, agents, and applications. Founded on pioneering research in AI security, Mindgard was built on the insight that traditional application security approaches cannot protect systems that are probabilistic, adaptive, and deeply embedded into business workflows. As organizations deploy GenAI and agentic systems at scale, risk increasingly emerges from how AI behaves, what it connects to, and how attackers can manipulate those interactions. Mindgard addresses this challenge with an attacker-aligned approach that mirrors how real adversaries perform reconnaissance, map attack surfaces, exploit system behavior, and pivot through tools, data, and infrastructure. Rather than testing models in isolation, Mindgard evaluates full AI systems in context to surface vulnerabilities with real security impact. The Mindgard Platform combines automated reconnaissance, continuous AI red teaming, and runtime detection and response into a single workflow. This enables security teams to discover shadow AI, validate guardrails and controls, measure AI risk over time, and actively defend deployed systems against exploitation. Findings are delivered with clear evidence to support remediation, governance, and compliance. By embedding deep research, offensive security expertise, and behavioral analysis into an enterprise-ready platform, Mindgard empowers organizations to deploy AI confidently, reduce risk, and realize the value of AI without exposing the business to unacceptable security threats. **Seller Details:** - **Seller:** [Mindgard](https://www.g2.com/sellers/mindgard) - **Year Founded:** 2022 - **HQ Location:** Boston, Massachusetts, United States - **LinkedIn® Page:** https://linkedin.com/company/mindgard/ (25 employees on LinkedIn®) ### 12. [MultiModel](https://www.g2.com/products/multimodel/reviews) MultiModel is the AI productivity platform for high-security and compliance-conscious organizations. MultiModel makes teams extraordinarily productive with the leading AI models deployed within their own secure infrastructure, meeting strict compliance and regulatory requirements. **Seller Details:** - **Seller:** [MultiModel](https://www.g2.com/sellers/multimodel) - **HQ Location:** San Jose, US - **LinkedIn® Page:** https://www.linkedin.com/company/multimodel/ (1 employees on LinkedIn®) ### 13. [Nokod Security](https://www.g2.com/products/nokod-security/reviews) Nokod Security is built for innovation that grows fast and spreads wide. Founded in 2023, Nokod was created for the modern enterprise jungle, where no-coders and AI agents are building apps, automations, and workflows across every corner of the business. As this ecosystem expands beyond traditional engineering, Nokod provides the visibility, AI governance, adaptive runtime protection, and one-click remediation needed to keep growth structured and secure. Nokod brings order to complexity without slowing momentum. Already trusted by large enterprises, including Fortune 500 and public companies, Nokod has quickly earned its place as the security foundation that keeps the enterprise ecosystem productive, resilient, and ready for what’s next. The leading no-code application security platform for enterprises. Discover, govern, and secure no-coder apps, automations, and AI agents across all platforms. **Seller Details:** - **Seller:** [Nokod Security](https://www.g2.com/sellers/nokod-security) - **HQ Location:** Tel Aviv, IL - **LinkedIn® Page:** https://www.linkedin.com/company/nokodsecurity/ (33 employees on LinkedIn®) ### 14. [Obsidian Security](https://www.g2.com/products/obsidian-security/reviews) Obsidian Security is the first truly comprehensive threat and posture management solution built for SaaS. Our platform consolidates data across core applications to help your team optimize configurations, reduce over-privilege, and mitigate account compromises and insider threats. Getting started with Obsidian takes just a few minutes—with no agents to deploy or rules to write. **Average Rating:** 4.0/5.0 **Total Reviews:** 3 **Seller Details:** - **Seller:** [Obsidian Security](https://www.g2.com/sellers/obsidian-security) - **Year Founded:** 2017 - **HQ Location:** Newport Beach, California, United States - **Twitter:** @obsidiansec (1,098 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/obsidiansecurity (221 employees on LinkedIn®) **Reviewer Demographics:** - **Company Size:** 67% Enterprise, 33% Mid-Market #### Pros & Cons **Pros:** - Customer Support (1 reviews) - Implementation Ease (1 reviews) - Onboarding (1 reviews) - Solution Comprehensive (1 reviews) **Cons:** - Dashboard Issues (1 reviews) - Inadequate Threat Analysis (1 reviews) - Limited Reporting (1 reviews) - Reporting Issues (1 reviews) - UX Improvement (1 reviews) ### 15. [OpenBox](https://www.g2.com/products/openbox/reviews) OpenBox is an AI trust, governance, and compliance platform for agentic AI. It helps organizations govern AI agents at the point of execution by enforcing policy, identity, and authorization before actions happen, not after. OpenBox gives teams real-time visibility into agent behavior, approvals, risk signals, and high-risk activity across their AI systems. Every agent action is cryptographically attested, creating verifiable audit trails for security, compliance, and enterprise oversight. Built for modern AI stacks, OpenBox supports agent governance, runtime controls, and human-in-the-loop approvals across enterprise workflows. It helps companies meet requirements for frameworks such as the EU AI Act, NIST AI RMF, and ISO 42001. The full platform is available from day one with no usage limits and no credit card required. **Seller Details:** - **Seller:** [OpenBox ](https://www.g2.com/sellers/openbox) - **Year Founded:** 2025 - **HQ Location:** San Francisco, California, United States - **LinkedIn® Page:** https://www.linkedin.com/company/openboxai/ (2 employees on LinkedIn®) ### 16. [Patronus AI](https://www.g2.com/products/patronus-ai/reviews) 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. **Seller Details:** - **Seller:** [Patronus AI](https://www.g2.com/sellers/patronus-ai) - **Year Founded:** 2023 - **HQ Location:** San Francisco, US - **LinkedIn® Page:** https://www.linkedin.com/company/patronus-ai-inc (33 employees on LinkedIn®) ### 17. [PlainID Authorization Platform](https://www.g2.com/products/plainid-authorization-platform/reviews) PlainID is the identity leader built for the AI era. We are the only enterprise Runtime Authorization Platform that controls what every identity - human, non-human, and AI agent - can access, do, and expose. Through centralized policy management and distributed enforcement, PlainID enables Fortune 500 enterprises to achieve zero standing privileges, complete auditability, and policy changes enforced in under 60 seconds. **Seller Details:** - **Seller:** [PlainID](https://www.g2.com/sellers/plainid) - **Company Website:** https://www.plainid.com/ - **Year Founded:** 2014 - **HQ Location:** Tel Aviv, IL - **Twitter:** @plainID_authZ (449 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/plainid/ (83 employees on LinkedIn®) ### 18. [Prisma AIRS](https://www.g2.com/products/prisma-airs/reviews) The Prisma AIRS platform secures all apps, agents, models and data from development to deployment. AI Model Security-Enable the safe adoption of third-party AI models by scanning them for vulnerabilities and secure your AI ecosystem against risks such as model tampering, malicious scripts and deserialization attacks. AI Red Teaming-Uncover potential exposure and lurking risks before bad actors do. Perform automated penetration tests on your AI apps and models using our Red Teaming agent that stress tests your AI deployments, learning and adapting like a real attacker. AI Posture Management-Gain comprehensive visibility into your AI ecosystem to prevent excessive permissions, sensitive data exposure, platform misconfigurations, access misconfigurations and more. AI Runtime Security-Protect your LLM-powered AI apps, models and data against runtime threats such as prompt injection, malicious code, toxic content, sensitive data leaks, resource overload, hallucinations and more. AI Agent Security-Secure AI agents — including those built on no-code/low-code platforms — against new agentic threats such as identity impersonation, memory manipulation and tool misuse. **Seller Details:** - **Seller:** [Palo Alto Networks](https://www.g2.com/sellers/palo-alto-networks) - **Year Founded:** 2005 - **HQ Location:** Santa Clara, CA - **Twitter:** @PaloAltoNtwks (128,788 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/30086/ (21,355 employees on LinkedIn®) - **Ownership:** NYSE: PANW ### 19. [Protecto](https://www.g2.com/products/protecto/reviews) Protecto, a data security and privacy platform focused on protecting sensitive information in AI/LLM products. Protecto's APIs scan and mask sensitive data such as PII and PHI in structured and unstructured data, without affecting AI accuracy. The platform uses Intelligent Tokenization to replace sensitive info with machine-readable tokens. This preserves data utility and ensures AI models work optimally. Protecto ensures quick compliance with HIPAA, GDPR, and CCPA. It offers role-based access control and handles both real-time and bulk processing. This makes it suitable for large-scale data management. Trusted in healthcare and banking, Protecto enables safe AI use while protecting critical data. **Seller Details:** - **Seller:** [Protecto](https://www.g2.com/sellers/protecto) - **Year Founded:** 2021 - **HQ Location:** Cupertino, US - **Twitter:** @ProtectoAi (125 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/protectoai/ (33 employees on LinkedIn®) ### 20. [Quint](https://www.g2.com/products/quint/reviews) Quint is the behavioral security platform for AI agents. As enterprises deploy autonomous coding agents like Claude Code, Cursor, GitHub Copilot, Windsurf, and Devin, security teams have zero visibility into what those agents actually do at runtime. The gap between what an agent claims and what the OS actually sees is where every AI agent breach lives. Existing AI security tools stop at the API gateway. Quint doesn't. A single action is never the signal. The sequence is. Quint intercepts every agent action at the OS level (Endpoint Security framework on macOS, eBPF on Linux), builds a behavioral baseline per agent, scores every action in real time against that baseline, and signs a tamper-proof Ed25519 audit trail for every tool call. One install, every agent, zero code changes. Works with any AI agent running on macOS or Linux. Maps to GDPR, HIPAA, SOC 2, PCI-DSS, EU AI Act, NIST AI RMF, and ISO 42001. Edge-first by design. Raw agent conversations, tool arguments, and file contents never leave the endpoint. **Seller Details:** - **Seller:** [Quint Security](https://www.g2.com/sellers/quint-security) - **Year Founded:** 2026 - **HQ Location:** Washington D.C, US - **LinkedIn® Page:** https://www.linkedin.com/company/quint-security/ (1 employees on LinkedIn®) ### 21. [Relyance AI](https://www.g2.com/products/relyance-ai/reviews) Your 24/7 Data Defense Engineer. Code to Cloud. Relyance AI is an AI-native data security and continuous compliance platform that autonomously tracks and protects sensitive data across code, cloud, SaaS, vendors, and AI systems. Unlike traditional compliance tools that rely on manual workflows and static assessments, Relyance AI continuously discovers data flows directly from source code to runtime environments — giving organizations real-time visibility and policy enforcement across their entire data ecosystem. Built for security, privacy, and engineering teams, Relyance AI enables: • Automated data mapping and Records of Processing Activities (ROPA) • Continuous privacy and regulatory compliance (GDPR, CCPA, AI regulations) • AI governance and third-party risk visibility • Real-time policy violation detection and prevention • Unified oversight across controllers, processors, and sub-processors By eliminating manual oversight and spreadsheet-based compliance, Relyance AI reduces operational burden by up to 80% while strengthening data protection and audit readiness. Visit www.relyance.ai to learn more. **Average Rating:** 3.9/5.0 **Total Reviews:** 5 **Seller Details:** - **Seller:** [Relyance AI](https://www.g2.com/sellers/relyance-ai) - **Year Founded:** 2020 - **HQ Location:** San Francisco, US - **LinkedIn® Page:** https://www.linkedin.com/company/relyanceai/ (149 employees on LinkedIn®) **Reviewer Demographics:** - **Company Size:** 60% Mid-Market, 40% Small-Business #### Pros & Cons **Pros:** - Automation (1 reviews) - Compliance Management (1 reviews) - Data Protection (1 reviews) - Efficiency (1 reviews) - Simple (1 reviews) **Cons:** - Complex Functions (1 reviews) - Lack of Automation (1 reviews) - Learning Curve (1 reviews) - Limitations (1 reviews) - Limited Charting Options (1 reviews) ### 22. [Robust Intelligence](https://www.g2.com/products/robust-intelligence/reviews) The Robust Intelligence Model Engine (RIME) helps your team secure your AI lifecycle and prevent AI Failure. Run hundreds of tests to automatically identify implicit assumptions and failures of pre-production models Model production readiness in hours, not months Prioritize developing your models rather than writing tests Standardize the AI testing process across your org **Average Rating:** 4.5/5.0 **Total Reviews:** 2 **Seller Details:** - **Seller:** [Cisco](https://www.g2.com/sellers/cisco) - **Year Founded:** 1984 - **HQ Location:** San Jose, CA - **Twitter:** @Cisco (721,495 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cisco/ (95,742 employees on LinkedIn®) - **Ownership:** NASDAQ:CSCO **Reviewer Demographics:** - **Company Size:** 100% Small-Business ### 23. [SaaS dev, Devteam, agentic AI, AI as a SaaS, Mobiledev](https://www.g2.com/products/saas-dev-devteam-agentic-ai-ai-as-a-saas-mobiledev/reviews) Namadgi is an international technology studio building a strong development hub in Kyrgyzstan, combining global engineering standards with competitive local delivery. Our team in Kyrgyzstan focuses on AI‑driven software development, data‑powered decision tools and scalable cloud architectures for governments, enterprises and startups. We stand out through deep product thinking, flexible engagement models (including fractional CTO and long‑term tech partnerships), and the ability to design, build and support complex solutions end‑to‑end. With a locally based team and international expertise, Namadgi helps businesses modernize their digital infrastructure, keep data and knowledge secure, and launch products that are ready for regional and global markets. **Seller Details:** - **Seller:** [Namadgi Technologies](https://www.g2.com/sellers/namadgi-technologies) - **Year Founded:** 2017 - **HQ Location:** Sydney, AU - **LinkedIn® Page:** https://www.linkedin.com/company/namadgi-international-pty-ltd/ (27 employees on LinkedIn®) ### 24. [Smartflow](https://www.g2.com/products/langsmart-smartflow/reviews) LangSmart SmartFlow is an enterprise AI gateway that routes and governs LLM traffic across providers (OpenAI, Anthropic, Gemini, private LLMs) with policy controls, observability, and on-prem/container deployment for security and compliance. **Seller Details:** - **Seller:** [Langsmart](https://www.g2.com/sellers/langsmart) - **Year Founded:** 2024 - **HQ Location:** New York, US - **LinkedIn® Page:** https://www.linkedin.com/company/langsmart/ (5 employees on LinkedIn®) ### 25. [Spellguard](https://www.g2.com/products/spellguard/reviews) Spellguard is a security platform for AI agents that routes all messages and tool calls through a Trusted Execution Environment for real-time policy enforcement, encrypted messaging, and tamper-proof audit logging. **Seller Details:** - **Seller:** [Spellguard](https://www.g2.com/sellers/spellguard) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/spellguard/ (2 employees on LinkedIn®) ## Parent Category [Artificial Intelligence Software](https://www.g2.com/categories/artificial-intelligence)