Best AI Security Solutions Software - Page 18

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)

Mountain Theory

Mountain Theory is the antivirus for AI. It checks every action an AI agent takes before it runs, against rules written in plain English, then allows it, holds it for a person, or blocks it. No signatures to update. Every decision is logged for your auditor. It works with any AI you already use, from coding agents like Claude Code and OpenAI Codex to models in your own environment or the cloud. It stops an AI working around a block, catches an AI drifting off its task, and stops new bad behavior on day one, with no new rule needed to do it. It keeps personal data from leaving and blocks instructions hidden in documents. Published tests, with the misses included, at mountaintheory.ai/proof. It works in execution-layer security: control between an AI's decision and its execution. Guardrails inspect language; Mountain Theory checks the action. Published runs include zero-day agent behavior: an agent's new behavior, blocked the day it appeared. mountaintheory.ai/execution-layer-security

Who Is the Company Behind Mountain Theory?

Multimodal AI

Enkrypt AI's Multimodal AI Security Solution is designed to protect AI systems that process and integrate multiple data types—such as text, images, and audio—by detecting and mitigating security risks inherent in these complex models. As multimodal AI applications become more prevalent, they face increased vulnerabilities, including adversarial attacks, bias, and data leakage. Enkrypt AI addresses these challenges through a dual approach:

Who Is the Company Behind Multimodal AI?

MultiModel

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.

Who Is the Company Behind MultiModel?

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Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

my SOC

my SOC is an AI-powered Security Operations Center (SOC) designed to revolutionize threat detection and response by leveraging advanced artificial intelligence. By transforming vast amounts of log data into actionable insights, my SOC enables security teams to focus on genuine threats, significantly reducing noise and false positives. Key Features and Functionality: - SiemCore Technology: Utilizes AI to automatically eliminate 99% of security noise, converting 25 million logs into just five verified threats. - Sphere of Normalcy: Identifies anomalies by learning normal behavior patterns, allowing only genuine threats to surface. - Natural Language Interface: Enables analysts to interact with the system using conversational language for instant threat analysis. - Real-time Threat Radar: Provides visualization of all alerts across the environment, facilitating immediate threat detection. - Automated AI Investigations: Conducts forensic analysis, Indicator of Compromise (IOC) extraction, and maps threats to the MITRE ATT&CK framework. - Ticket Management System: Tracks incidents from detection to resolution, ensuring comprehensive incident management. - Smart Notifications: Delivers timely alerts to the appropriate personnel with built-in Service Level Agreement (SLA) tracking. - Endpoint Detection and Response (EDR) Validation: Continuously tests security controls to maintain optimal coverage. - Multi-Tenant Architecture: Offers complete isolation between customers, making it ideal for Managed Security Service Providers (MSSPs). Primary Value and User Solutions: my SOC addresses the challenges of traditional Security Information and Event Management (SIEM) systems by drastically reducing false positives and the volume of alerts, thereby decreasing the workload on security analysts. Its AI-driven approach ensures faster detection and response times, leading to a 96% reduction in operational costs and a tenfold increase in detection speed. For MSSPs, the multi-tenant architecture allows efficient management of multiple clients without compromising security or performance.

Who Is the Company Behind my SOC?

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.

Who Is the Company Behind Neo?

Who Uses This Product?

  • Company Size: 100% Small

Neotas

Who Is the Company Behind Neotas?

  • Seller: Neotas
  • Year Founded: 2017
  • HQ Location: London, GB
  • LinkedIn® Page: www.linkedin.com
    134 employees on LinkedIn®

Neural Sentinel

Neural Sentinel is a sovereign, 100% air-gapped AI Trust, Risk, and Security Management (TRiSM) platform. We help developers and enterprises secure LLM, RAG, and agentic workflows (CrewAI, LangGraph, AutoGen) against prompt injection, tool hijacking, and data exfiltration. Unlike cloud-based scanners, Neural Sentinel executes entirely within the client’s local environment, guaranteeing zero data exfiltration. It automatically maps technical findings directly to ISO/IEC 27001, ISO/IEC 42001, and EU AI Act requirements, and can push cryptographically signed (HMAC-SHA256) evidence directly to GRC platforms like Vanta and Drata. Built for sovereign AI, defense, and highly regulated enterprises.

Who Is the Company Behind Neural Sentinel?

NeverTrust.ai

NeverTrust.ai is a network-layer AI security solution designed to protect organizations from emerging threats associated with artificial intelligence. As AI becomes integral to business operations, it introduces risks such as data leakage, prompt injection attacks, and autonomous agents acting unpredictably. NeverTrust.ai addresses these challenges by providing real-time monitoring and enforcement mechanisms that prevent sensitive information from being exposed, detect and block malicious inputs, and ensure AI agents operate within defined parameters. Key Features and Functionality: - Data Leakage Prevention: Monitors and controls the flow of sensitive data into AI tools, preventing unauthorized exposure of internal information. - Prompt Injection Detection: Identifies and blocks crafted inputs designed to manipulate AI systems into unintended actions or information disclosure. - Autonomous Agent Oversight: Ensures AI agents perform actions within set guidelines, mitigating risks associated with misinterpretation or unauthorized operations. - Network-Layer Enforcement: Implements security policies at the network level, inspecting and controlling AI-related traffic without requiring changes to existing codebases. - Security Policy Engine: Allows for the creation and enforcement of custom policies to inspect, redact, or block specific data patterns in AI communications. - Comprehensive Audit Trails: Logs every request and response, providing a detailed record for compliance, forensic analysis, and auditing purposes. Primary Value and User Solutions: NeverTrust.ai offers organizations a robust defense against AI-related security threats by proactively monitoring and controlling AI interactions. By preventing data leaks, blocking malicious inputs, and ensuring AI agents act appropriately, it safeguards sensitive information and maintains operational integrity. This solution is particularly valuable for security teams, platform and DevOps engineers, and compliance officers who are responsible for managing AI security risks and ensuring adherence to regulatory standards.

Who Is the Company Behind NeverTrust.ai?

Nocaptchaai

NoCaptchaAI is an AI-powered service designed to automate the solving of various CAPTCHA challenges, enabling users to bypass web restrictions and enhance their workflows efficiently. By integrating NoCaptchaAI, users can seamlessly access websites without manual CAPTCHA interventions, streamlining processes for developers, enterprises, and individual users alike. Key Features and Functionality: - Comprehensive CAPTCHA Support: NoCaptchaAI supports a wide range of CAPTCHA types, including reCAPTCHA v2 (image and audio), reCAPTCHA v3, BLS CAPTCHA, ImageToText OCR, AWS CAPTCHA, and more. - Browser Extensions: Offers open-source browser extensions compatible with Chrome and Firefox, allowing users to bypass CAPTCHAs effortlessly during their browsing sessions. - API Solutions: Provides robust API solutions for developers to integrate CAPTCHA-solving capabilities into their applications, enhancing automation and user experience. - Transparent Pricing: Offers competitive rates with volume discounts, catering to both individual users and enterprises. - High Success Rate: Utilizes advanced AI solutions to achieve a high success rate across all supported CAPTCHA types. Primary Value and User Solutions: NoCaptchaAI addresses the common challenge of manual CAPTCHA solving, which can be time-consuming and disruptive. By automating this process, it enhances user experience, boosts productivity, and facilitates seamless access to web resources. For developers and enterprises, integrating NoCaptchaAI's solutions can significantly improve workflow efficiency and reduce operational bottlenecks associated with CAPTCHA challenges.

Who Is the Company Behind Nocaptchaai?

NSure.ai

Who Is the Company Behind NSure.ai?

  • Seller: NSure.ai
  • Year Founded: 2019
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    47 employees on LinkedIn®

Numalis

Who Is the Company Behind Numalis?

  • Seller: Numalis
  • Year Founded: 2015
  • HQ Location: Montpellier, FR
  • LinkedIn® Page: www.linkedin.com
    26 employees on LinkedIn®

Obsidian Security

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

Who Is the Company Behind Obsidian Security?

Who Uses This Product?

  • Company Size: 67% Large, 67% Medium

What Do G2 Reviewers Say About Obsidian Security?

AI-generated summary from verified user reviews

Pros
  • Users praise the exceptional customer support from Obsidian, ensuring smooth implementation and successful outcomes.
  • Users highlight the ease of implementation with Obsidian Security, facilitated by excellent customer support and service.
  • Users commend the smooth onboarding process with Obsidian, benefiting from exceptional customer support during implementation.
  • Users praise Obsidian for its comprehensive solution, delivering valuable outcomes and excellent customer support in SaaS security.
Cons
  • Users find that the dashboard issues hinder functionality and overall user experience with Obsidian Security.
  • Users note inadequate threat analysis with Obsidian Security, citing limited reports and unhelpful dashboards impacting effectiveness.
  • Users find the limited reporting capabilities of Obsidian Security lacking compared to other SSPM solutions.
  • Users feel that the reporting issues in Obsidian Security hinder its effectiveness compared to other offerings.
  • Users find that the platform has limited functionality in dashboards, affecting the overall user experience.

What Are Recent G2 Reviews of Obsidian Security?

Octopize

Who Is the Company Behind Octopize?

  • Seller: Octopize
  • Year Founded: 2018
  • HQ Location: Nantes, FR
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Onyx Security

Onyx Security accelerates enterprise AI adoption, securely. The company’s secure AI control plane offers a single platform to serve security, governance, and infrastructure teams as they oversee how AI agents are used, ensure they are secure and compliant, and measure their effectiveness. Powered by its proprietary models and agentic technology, Onyx is already trusted by leading Fortune 500 companies. To maximize the value from AI and minimize the risks, visit onyx.security.

Who Is the Company Behind Onyx Security?

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