Best AI Security Software - Page 7
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Compare the Top AI Security Software as of November 2026 - Page 7
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1
Rilevera
Rilevera
Rilevera is an AI Detection Engineer that continuously validates, improves, and manages detections across SIEM, EDR, and data platforms so security teams can focus on stopping real threats instead of chasing broken rules. It validates detection logic, telemetry dependencies, and schema integrity across platforms, immediately identifying when a rule breaks or required data disappears. AI-driven detection optimization analyzes performance data, false-positive trends, overlap, and logic quality to recommend improvements and push validated updates back into execution platforms. Coverage and Gap Analysis maps detections and telemetry to MITRE techniques and threat actors, helping teams identify blind spots and prioritize new rule development. Structured workflows for design, validation, peer review, and controlled deployment bring discipline and speed to the detection lifecycle. Rilevera continuously analyzes detection performance to improve signal quality, reduce alert fatigue, etc. -
2
Pi
Pi Security
Pi is an agentic product security platform that builds institutional security memory so organizations can find, fix, and prevent recurring vulnerabilities without slowing development. It continuously ingests codebases, past incidents, pentest reports, tickets, and other security history into a living inventory, giving the system context about how the organization builds and secures software. When a vulnerability is found, Pi traces it to its architectural root cause, searches for variants across the codebase, and helps close the entire class of issue rather than treating each finding independently. Remediation is generated in the context of the organization’s languages, architecture, and conventions, then delivered directly into developer workflows. What the system learns becomes prevention guardrails that can be applied in IDEs and pull requests during design and coding, blocking known insecure patterns before they reach production. -
3
SimSpace
SimSpace
SimSpace provides a realistic cyber range and AI proving ground for validating, operationalizing, and building AI agents alongside human operators inside a digital replica of a production environment. Security teams can continuously stress-test agentic and human defenses against realistic user behavior, attack emulation, and LLM-driven threats before they reach production. It reproduces actual infrastructure, tools, data schemas, workflows, and playbooks so organizations can evaluate how agents behave under real operating conditions rather than relying on representative test environments. SimSpace assesses not only outcomes but also the complete trajectory of an agent’s behavior, including tool calls, escalation gates, and error recovery, helping identify agents that reach the right result for the wrong reasons. Validation can run continuously through headless, API-driven workflows designed for CI/CD environments as models and playbooks evolve. -
4
InsurStaq
KarmSakha Limited
InsurStaq is a private AI security engineer for the Mac. It finds the attack paths an attacker could actually reach in your code, explains each one in plain English, drafts fixes you approve and proves every fix with a rescan. It runs entirely on your Mac with InsurStaq's own security model, fine-tuned for security work, so your source code never leaves the machine. Teams also get readiness evidence for SOC 2 and ISO 27001 (readiness, not certification). Built for startups, agencies and regulated teams that can't upload their code to a cloud scanner.Starting Price: $19/month -
5
Exabeam
Exabeam
Exabeam helps security teams outsmart the odds by adding intelligence to their existing security tools – including SIEMs, XDRs, cloud data lakes, and hundreds of other business and security products. Out-of-the-box use case coverage repeatedly delivers successful outcomes. Behavioral analytics allows security teams to detect compromised and malicious users that were previously difficult, or impossible, to find. New-Scale Fusion combines New-Scale SIEM and New-Scale Analytics to form the cloud-native New-Scale Security Operations Platform. Fusion applies AI and automation to security operations workflows to deliver the industry’s premier platform for threat detection, investigation and response (TDIR). -
6
Deep Instinct
Deep Instinct
Deep Instinct is the first and only company to apply end-to-end deep learning to cybersecurity. Unlike detection and response-based solutions, which wait for the attack before reacting, Deep Instinct’s solution works preemptively. By taking a preventative approach, files and vectors are automatically analyzed prior to execution, keeping customers protected in zero time. This is critical in a threat landscape, where real time is too late. With the aim of eradicating cyber threats from the enterprise, Deep Instinct protects against the most evasive known and unknown cyberattacks with unmatched accuracy, achieving highest detection rates and minimal false positives in tests regularly performed by third parties. Providing protection across endpoints, networks, servers, and mobile devices, the lightweight solution can be applied to most OSs and protects against both file-based and fileless attacks. -
7
CUJO AI
CUJO AI
CUJO AI is the global leader in the development and application of artificial intelligence to improve the security, control and privacy of connected devices in homes and businesses. CUJO AI brings to fixed network, mobile and public Wi-Fi operators around the world a complete portfolio of products to provide end users with a seamlessly integrated suite of Digital Life Protection services while improving their own network monitoring, intelligence and protection capabilities. Leveraging artificial intelligence and advanced data access technologies, unprecedented visibility and actionable insight are provided for end-user networks by inventorying connected devices, analyzing applications and services in use, and detecting security and privacy threats. Artificial intelligence and real-time network data combine, working together to create smarter and safer environments for people and all their connected devices. -
8
Protect AI
Palo Alto Networks
Protect AI performs security scans on your ML lifecycle and helps you deliver secure and compliant ML models and AI applications. Enterprises must understand the unique threat surface of their AI & ML systems across the lifecycle and quickly remediate to eliminate risks. Our products provide threat visibility, security testing, and remediation. Jupyter Notebooks are a powerful tool for data scientists to explore data, create models, evaluate experiments, and share results with their peers. The notebooks contain live code, visualizations, data, and text. They introduce security risks and current cybersecurity solutions do not work to evaluate them. NB Defense is free to use, it quickly scans a single notebook or a repository of notebooks for common security issues, identifies problems, and guides your remediation. -
9
Vannevar Decrypt
Vannevar Labs
VANNEVAR LABS combines top software engineering talent with decades of mission experience to get state of the art technology to the people that keep us safe. Decrypt decentralizes global collection to pull public data from difficult- to-access, high-leverage sources. Our ensemble approach to translation uses best-in-class organic and third-party natural language processing models to ensure that all sources are translated accurately and immediately. Flexible user queries quickly surface mission-relevant data to share, exploit, and distribute. Decrypt manages all attribution for users. Data is collected once by our layered obfuscation methods so endpoints are never touched by users. Decrypt was built on open architecture that enables rapid integration with other government and commercial applications. -
10
Causely
Causely
Bridging observability with automated orchestration for self-managed, resilient applications at scale. Every second, huge volumes of data are generated by observability and monitoring tools, capturing metrics, logs, and traces about all aspects of complex, dynamic applications. Yet it’s still up to humans to troubleshoot and make sense of all this data. They are locked in a never-ending cycle of responding to alerts, identifying root causes, and determining the best action for remediation. The process hasn’t changed fundamentally in decades, and it’s still labor-intensive, reactive, and costly. Causely removes the need for human troubleshooting by capturing causality in software, closing the gap between observability and action. For the first time, the entire lifecycle of detection, root cause analysis, and remediation of defects in applications is fully automated. With Causely, defects are identified and resolved in real-time, so applications can scale with high performance. -
11
Cyclops
Cyclops Security
Prioritizing risk is one of the biggest challenges in cyber security, our innovative solution creates a business context for your security operations, allowing you to validate the effectiveness of your security controls in the context of your unique business requirements. Cyclops integrates with your existing security tools using the CSMA approach to gather metadata on threats, vulnerabilities, cloud instances, SaaS apps, and more. It then enriches this data with context and insights by looking at the same entities in different products that are integrated. By providing this contextualized approach to risk validation, our cybersecurity mesh product helps you make intelligent decisions and focus on what really matters. -
12
AI EdgeLabs
AI EdgeLabs
AI EdgeLabs is an AI-powered Edge embedded cybersecurity solution for distributed Edge/IoT environments. It is a software-defined tool that identifies and responds to all types of threats in real-time ensuring seamless business operations. What sets AI EdgeLabs apart: - The first cybersecurity solution to employ on-device AI in uncovering hidden network threats and zero-day attacks that might disrupt critical operations. - The first cybersecurity solution designed to be deployed directly on edge devices, recognized as the most vulnerable components of any edge infrastructure. - It is a lightweight solution that can be deployed on nearly any edge device, consuming as little as 4% CPU, having no side effects on the performance of neighboring applications. - It is a containerized solution that can be easily deployed on thousands of edge devices remotely within hours. -It identifies and responds to threats even in scenarios with no connectivity and limited bandwidth. -
13
CyberCAST
Zyston
CyberCAST is our comprehensive cybersecurity software that enhances our managed security services. Our platform illuminates critical insights into an organization’s threat susceptibility and informs a dynamic cybersecurity strategy that matures over time. Starting with a combination of technical penetration testing and a detailed security audit, this results in a quantitative security risk score that provides a foundation for developing a comprehensive cybersecurity strategy. Our security professionals examine all findings to tailor our approach to the organization’s specific needs. The penetration test component evaluates findings based on business risk and categorizes vulnerabilities based on systemic and process-related issues. Best of all, you don’t have to be a technical genius to understand it. CyberCAST delivers all security findings in plain business language that’s easy to understand and communicate to executive leadership and your board. -
14
TrojAI
TrojAI
TrojAI is an AI security platform that helps organizations deploy and manage AI agents and applications with greater confidence and protection. The platform focuses on identifying vulnerabilities, preventing prompt injection attacks, safeguarding sensitive data, and securing AI behavior across enterprise environments. TrojAI provides both build-time and runtime security solutions that help organizations assess AI models and protect applications from emerging threats. Its technology continuously monitors AI interactions to detect unsafe actions, unauthorized access attempts, and malicious manipulations. The platform supports compliance with leading security frameworks and standards while integrating across different models, cloud providers, and enterprise infrastructures. Designed for enterprise-scale deployments, TrojAI enables organizations to innovate with AI while maintaining strong governance and security controls. -
15
Neysa Aegis
Neysa
From thwarting model poisoning to preserving data integrity, Aegis ensures that your AI models are shielded by default, empowering you to deploy your AI/ML projects in the cloud or on-premise, confident that your security posture is protecting you against an evolving threat landscape. Unsecured AI/ML tools broaden attack surfaces, amplifying enterprise vulnerability to security breaches without vigilant oversight by security teams. Suboptimal AI/ML security posture risks data breaches, downtime, profit losses, reputational damage, and credential theft. Vulnerable AI/ML frameworks jeopardize data science initiatives, risking breaches, intellectual property theft, supply chain attacks, and data manipulation. Aegis uses an ensemble of specialized tools and AI models to analyse data from your AI/ML landscape, as well as external data sources. -
16
Cortex XSIAM
Palo Alto Networks
Cortex XSIAM (Extended Security Intelligence and Automation Management) by Palo Alto Networks is an advanced security operations platform designed to revolutionize threat detection, response, and management. It combines AI-driven analytics, automation, and comprehensive visibility to enhance the efficiency and effectiveness of Security Operations Centers (SOCs). By integrating data from multiple sources, including endpoint, network, and cloud telemetry, Cortex XSIAM provides real-time insights and automated workflows to detect and mitigate threats faster. Its machine learning capabilities reduce noise by correlating and prioritizing alerts, enabling security teams to focus on critical incidents. With its scalable architecture and proactive threat hunting features, Cortex XSIAM empowers organizations to stay ahead of evolving cyber threats while streamlining operational processes. -
17
Conifers CognitiveSOC
Conifers
Conifers.ai's CognitiveSOC platform integrates with existing security operations center teams, tools, and portals to solve complex problems at scale with maximum accuracy and environmental awareness, acting as a force multiplier for your SOC. The platform uses adaptive learning, a deep understanding of institutional knowledge, and a telemetry pipeline to help SOC teams solve hard problems at scale. It seamlessly integrates with the ticketing systems and portals your SOC team already uses, so there's no need to alter workflows. The platform continuously ingests your institutional knowledge and shadows your analysts to fine-tune use cases. Using multi-tier coverage, complex incidents are analyzed, triaged, investigated, and resolved at scale, providing verdicts and contextual analysis based on your organization's policies and procedures, while keeping humans in the loop. -
18
Verax
Verax AI
Verax offers a comprehensive platform to gain full visibility and control over large language models (LLMs) in production, addressing critical risks like hallucinations, data leakage, and biased outputs. Their Control Center provides real-time detection and automatic remediation to ensure AI models behave responsibly and safely. Verax Explore delivers deep insights into LLM behavior, enabling organizations to analyze user interactions and optimize model quality continuously. Verax Protect, coming soon, focuses on preventing data leakage and maintaining regulatory compliance by controlling access to sensitive information. The platform targets enterprise IT, data science, and innovation leaders who need reliable LLM monitoring to reduce risks and improve deployment success. Verax also educates users through its blog and actively supports AI trust and safety. -
19
Arambh Labs
Arambh Labs
Arambh Labs is an agentic AI platform built to transform security operations from reactive firefighting into intelligent, proactive defense. The system deploys specialized AI agents — such as Byte, Rook, Echo, and Talon — each with distinct roles in alert response, strategic planning, threat hunting, and intelligence gathering. By correlating signals across identity, data, endpoints, networks, and cloud environments, the platform delivers full visibility into an organization’s security posture. Its intelligent prioritization ensures that teams focus only on the risks that truly matter, eliminating alert fatigue. Agentic remediation capabilities allow threats to be contained and vulnerabilities fixed at machine speed, drastically reducing mean time to response (MTTR). Backed by ex-Googlers and Fortinet engineers with patented expertise, Arambh Labs is enterprise-ready, scalable, and trusted by leading global security teams. -
20
DeepKeep
DeepKeep
DeepKeep is an AI security platform that helps organizations securely build, deploy, and use AI applications, agents, models, and employee AI tools. It addresses risks traditional security controls were not designed for, including prompt injection, sensitive data leakage, hallucinations, unsafe outputs, agent misuse, malicious models, and shadow AI. DeepKeep secures the full AI lifecycle through automated and Vibe AI Red Teaming, real-time AI Firewall and guardrails, AI Usage Control, AI Agent Scanner, and Model Scanning. It enables security teams to identify vulnerabilities before deployment, map agent attack surfaces, inspect models, control employee AI usage, and protect AI interactions in production. DeepKeep is model-agnostic, multimodal, and natively multilingual. It supports SaaS, private cloud, on-premises, and air-gapped deployments, helping enterprises secure AI while meeting privacy, sovereignty, and regulatory requirements. -
21
CrowdStrike Charlotte AI
CrowdStrike
CrowdStrike Charlotte AI is an advanced, AI-driven cybersecurity solution designed to enhance threat detection and response by leveraging machine learning and behavioral analysis. It continuously monitors network activity, endpoints, and cloud environments to identify patterns and anomalies that could indicate malicious behavior or potential cyber threats. By using advanced algorithms, Charlotte AI can predict and detect sophisticated attacks in real-time, reducing response times and improving overall threat prevention. Its ability to analyze vast amounts of data and provide actionable insights allows security teams to proactively address vulnerabilities and prevent incidents before they occur. Charlotte AI is part of CrowdStrike's broader suite of cybersecurity tools, helping organizations stay ahead of emerging threats with cutting-edge, automated defense capabilities. -
22
Copla
Copla
Copla is a compliance automation platform designed to help organizations manage complex regulatory requirements more efficiently. The platform supports frameworks such as DORA, NIS2, ISO 27001, SOC2, and other security and governance standards. Copla automates tasks like evidence collection, control monitoring, and policy generation to reduce the manual workload involved in compliance management. By continuously monitoring systems and collecting documentation automatically, the platform ensures businesses remain audit-ready at all times. Copla also cross-maps controls across multiple frameworks, allowing companies to complete compliance work once and apply it to several standards. In addition to automation, the platform provides guidance from experienced CISOs who help organizations build effective compliance strategies. Through a combination of expert support and intelligent automation, Copla enables companies to meet regulatory requirements with less effort and greater confidence. -
23
ServerSage
ServerSage.ai
ServerSage is an AI platform that performs the complete pentesting workflow—planning reconnaissance, probing systems, executing attacks, and documenting findings—just like a human red team. Built for security professionals who need to scale their testing capabilities, it handles the heavy lifting: repetitive reconnaissance, vulnerability validation, exploit execution, and comprehensive reporting. Your team makes strategic decisions while ServerSage delivers technical execution and documentation. -
24
ACRA
Valarian
ACRA provides a secure execution and control platform for sensitive applications and AI workloads. It uses virtual enclaves and policy controls to manage workload identity, access, network boundaries, secrets, and audit visibility. Teams deploy ACRA on Kubernetes infrastructure in public or private clouds, on-premises, or air-gapped environments, and manage protected workloads through a shared control plane. Designed for enterprise and government teams handling sensitive or regulated data, it supports defense and critical-infrastructure use cases. ACRA can run containerized applications, AI inference, and other workloads requiring controlled execution. Administrators define which workloads may communicate and access protected resources, while operational views provide activity and event visibility across managed environments. -
25
GuardBee
GuardBee
GuardBee is an AI security platform that scans websites, APIs, and AI applications for issues such as OWASP Top 10 flaws, SSL/TLS misconfigurations, exposed secrets, and prompt-injection risk. It delivers modular, actionable reports so teams can fix issues without a dedicated pentest team. -
26
Scamminder
Scamminder
Scamminder is a pioneering platform designed to enhance internet safety by assessing the legitimacy of websites. Utilizing advanced algorithms, it analyzes URLs to detect potential red flags and scores them based on their risk level. By providing a detailed report and scam score, Scamminder empowers users to make informed decisions online. Our mission is to combat cybercrime and increase transparency in the digital realm.
