List of the Top AI Security Software for Mid Size Business in 2026 - Page 2

Akto is a rapid, open-source API security platform that enables users to set up in just one minute. Security teams utilize Akto to keep an ongoing inventory of APIs, assess them for vulnerabilities, and identify issues during runtime. The platform includes tests for all categories from the OWASP Top 10 and HackerOne Top 10, such as Broken Object Level Authorization (BOLA), authentication flaws, Server-Side Request Forgery (SSRF), Cross-Site Scripting (XSS), and various security configurations. With its robust testing engine, Akto conducts a range of business logic tests by analyzing traffic data to discern API usage patterns, effectively minimizing false positives. Additionally, Akto supports integration with a variety of traffic sources, including Burpsuite, AWS, Postman, GCP, and various gateways, enhancing its usability across different environments. This adaptability makes Akto a valuable tool for ensuring the security of APIs in diverse operational settings.

Mindgard is an automated AI red teaming platform for security and engineering teams accountable for AI in development and production. It continuously tests AI models, agents, and applications the way real attackers do, finds the vulnerabilities most likely to cause a breach, validates whether guardrails hold, and delivers evidence and remediation steps to close each gap. Coverage includes prompt injection, jailbreaks, data extraction, poisoning, and agentic tool abuse, mapped to OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF, and the EU AI Act. Assessments take hours rather than weeks. SOC 2 Type 2 compliant.

LLM Guard provides a comprehensive array of safety measures, such as sanitization, detection of harmful language, prevention of data leaks, and protection against prompt injection attacks, to guarantee that your interactions with large language models remain secure and protected. Designed for easy integration and deployment in practical settings, it operates effectively from the outset. While it is immediately operational, it's worth noting that our team is committed to ongoing improvements and updates to the repository. The core functionalities depend on only a few essential libraries, and as you explore more advanced features, any additional libraries required will be installed automatically without hassle. We prioritize a transparent development process and warmly invite contributions to our project. Whether you're interested in fixing bugs, proposing new features, enhancing documentation, or supporting our cause, we encourage you to join our dynamic community and contribute to our growth. By participating, you can play a crucial role in influencing the future trajectory of LLM Guard, making it even more robust and user-friendly. Your engagement not only benefits the project but also enriches the overall experience for all users involved.

The Threatrix autonomous platform guarantees the security of your open source supply chain and ensures compliance with licensing, allowing your team to focus on delivering outstanding software. Embrace a new standard in open source management with Threatrix's groundbreaking solutions. This platform adeptly reduces security threats while enabling teams to swiftly manage license compliance through a cohesive and efficient interface. With rapid scans that complete within seconds, your build process experiences no interruptions. Immediate proof of origin provides actionable insights, and the system is capable of processing billions of source files each day, offering exceptional scalability for even the largest enterprises. Boost your vulnerability detection prowess with enhanced control and visibility into risks, facilitated by our state-of-the-art TrueMatch technology. Furthermore, a comprehensive knowledge base compiles all known open source vulnerabilities, along with proactive zero-day intelligence gathered from the dark web. By incorporating these sophisticated features, Threatrix empowers teams to confidently and efficiently navigate the intricacies of open source technology, ensuring they remain ahead in a rapidly evolving landscape. Additionally, this platform not only enhances security but also fosters innovation by allowing development teams to explore new solutions without fear.

SydeLabs empowers you to take proactive measures against vulnerabilities and provides immediate protection against threats and misuse, all while ensuring adherence to compliance standards. The lack of a systematic approach to identify and rectify vulnerabilities within AI systems poses a significant barrier to their secure implementation. In addition, the absence of real-time defense mechanisms leaves AI applications exposed to the ever-shifting landscape of emerging threats. As regulations governing AI use continue to evolve, the risk of non-compliance becomes a pressing concern that could threaten business stability. Effectively counter every attack, reduce the risk of misuse, and uphold compliance effortlessly. At SydeLabs, we deliver a comprehensive array of solutions designed specifically for your AI security and risk management requirements. Through ongoing automated red teaming and customized evaluations, you can gain profound insights into the vulnerabilities affecting your AI systems. Additionally, by utilizing real-time threat scores, you can proactively counteract attacks and abuses across multiple sectors, thereby establishing a robust defense for your AI systems in response to the latest security challenges. Our dedication to innovation guarantees that you remain ahead of the curve in the rapidly changing realm of AI security, enabling you to navigate future obstacles with confidence.

Dropzone AI replicates the investigative techniques employed by elite analysts, conducting thorough inquiries for each alert autonomously and without the need for human oversight. This specialized AI agent ensures that every alert is thoroughly examined, providing a comprehensive response. Engineered to imitate the strategies used by top SOC analysts, it delivers results that are not only swift but also rich in detail and accuracy. Users can also take advantage of its integrated chatbot, which facilitates deeper discussions about the findings. The cybersecurity reasoning framework of Dropzone is distinctly crafted with advanced technology, allowing it to perform meticulous investigations on every alert received. Its foundational training, combined with a contextual understanding of specific organizational elements and built-in safeguards, ensures remarkable precision in its outputs. Ultimately, Dropzone generates an all-encompassing report that encompasses a conclusion, an executive summary, and detailed insights articulated in straightforward language. Additionally, the chatbot feature significantly enhances user interaction by enabling real-time questions and clarifications, making the entire investigative process more engaging and informative. This ensures that users can stay informed and actively participate in the analysis as it unfolds.

Axoflow is a security data pipeline software designed for threat detection and response. Developed by the creators of syslog-ng, it automates data curation by identifying and routing data from sources like syslog, Windows, and cloud services. Axoflow eliminates manual regex tuning with automated classification and normalization, reduces noise by deduplicating events, and enriches logs with context such as geolocation. It anonymizes sensitive data and integrates pipeline, storage, and AI capabilities into a unified security data layer. Flexible storage options include AxoStore for edge storage and AxoLake for tiered data lakes. AI-powered classification ensures accurate detection without manual setup, while label-based routing and replay features support investigations. The platform is compatible with OpenTelemetry and SIEM tools like Splunk, Google SecOps, and Microsoft Sentinel.

MCP Defender is a cutting-edge open-source desktop application that acts as an AI firewall, meticulously designed to monitor and protect communications related to the Model Context Protocol (MCP). Operating as a secure intermediary between AI applications and MCP servers, it rigorously examines all communications in real-time to identify potential threats. With its automatic scanning and securing of all MCP tool calls, the application harnesses sophisticated LLM capabilities to effectively pinpoint malicious activities. Users have the option to customize the signatures used during the scanning process, allowing for personalized security measures tailored to their unique requirements. MCP Defender stands out in its ability to detect and thwart various AI security threats, including prompt injection, credential theft, arbitrary code execution, and remote command injection. It effortlessly integrates with a wide array of AI applications, such as Cursor, Claude, Visual Studio Code, and Windsurf, with aspirations for broader compatibility in the near future. The application boasts intelligent threat detection and promptly notifies users upon detecting any harmful actions from AI applications, ensuring a formidable defense against ever-evolving threats. Additionally, MCP Defender not only enhances security but also instills confidence in users as they engage with AI technologies, fostering an environment of safety and reliability. Ultimately, this innovative tool empowers users to navigate their AI interactions with enhanced security and peace of mind.

GolfMCP is an open-source framework designed to streamline the creation and deployment of production-ready Model Context Protocol (MCP) servers, enabling organizations to build a secure and scalable environment for AI agents without the burden of boilerplate code. By allowing developers to easily define tools, prompts, and resources with simple Python files, GolfMCP handles vital operations such as routing, authentication, telemetry, and observability, which allows users to focus on the essential logic instead of the underlying infrastructure. The platform supports advanced authentication methods like JWT, OAuth Server, and API keys, along with automated telemetry and a file-based structure that eliminates the need for decorators or manual schema setups. It also provides built-in tools for interacting with large language models (LLMs), comprehensive error logging, OpenTelemetry integration, and deployment utilities, including a command-line interface that offers commands for initializing, building, and running projects. Additionally, GolfMCP features the Golf Firewall, a sturdy security layer specifically designed for MCP servers that implements strict token validation to bolster the security framework. This extensive array of features guarantees that developers have all the necessary tools at their disposal to create effective AI-driven applications, paving the way for innovation and efficiency in their projects. With GolfMCP, organizations can confidently advance their AI initiatives with a robust and user-friendly development environment.

Heeler functions as a sophisticated application security platform aimed at helping both development and security teams automate the detection, prioritization, and remediation of risks linked to open source and applications, by merging contextual insights from multiple sources such as code, runtime environments, deployments, dependencies, and business logic into a unified actionable framework. By combining static and dynamic analysis, software composition analysis, threat modeling, and secrets scanning with an advanced context engine that depicts the operational behavior of code in a live environment, Heeler enables real-time threat prioritization based on their exploitability and potential impact on the business, moving beyond merely counting vulnerabilities. This platform not only automates the generation of validated remediation suggestions but also creates merge-ready pull requests to update libraries or address identified problems, significantly minimizing the need for manual investigation and accelerating the implementation of solutions. In addition, Heeler provides extensive visibility across the software development lifecycle, diligently monitoring vulnerabilities from the moment of detection until resolution, and ensuring that fixes are thoroughly tracked across different deployments, thereby significantly bolstering the organization's overall security posture. Moreover, by streamlining these processes, Heeler empowers teams to focus more on strategic initiatives rather than getting bogged down by repetitive manual tasks.

LangProtect is an innovative security and governance solution crafted specifically for AI, providing strong defenses against challenges such as prompt injections, jailbreaks, data breaches, and the creation of unsafe or non-compliant outputs in LLM and Generative AI systems. Designed for advanced GenAI production environments, the platform applies real-time controls at the execution level, carefully analyzing prompts, model responses, and function calls as they happen, which allows teams to block high-risk actions before they can impact users or jeopardize sensitive data. In doing so, LangProtect promptly neutralizes potential threats, thereby safeguarding the integrity of both data and user interactions. Moreover, LangProtect's API-first architecture allows for effortless integration with existing LLM systems while ensuring low latency, and it supports a variety of deployment models, including cloud, hybrid, and on-premise configurations to satisfy the security and data residency needs of organizations. The platform is also adept at protecting modern architectures like RAG pipelines and agentic workflows, offering policy-driven enforcement, ongoing monitoring, and governance that are prepared for audits. This all-encompassing strategy empowers organizations to harness AI technologies confidently while significantly reducing the risks tied to their implementation. Ultimately, LangProtect stands out as a vital resource for businesses aiming to navigate the complexities of AI security effectively.

ZeroLeaks is an advanced security platform powered by AI, tailored to help organizations identify and rectify vulnerabilities associated with exposed system prompts, internal tools, and logical errors that could facilitate prompt injection, data extraction, or other data leakage risks that endanger sensitive instructions and intellectual property. This platform includes an engaging dashboard that enables users to manually scan system prompts or automate the scanning process via CI/CD integrations, which helps in detecting leaks and injection vectors before code is deployed. Furthermore, it integrates an AI-driven red-team analysis engine that scrutinizes prompt areas for logical inconsistencies, extraction risks, and possible misuse, offering users evidence, scoring metrics, and practical remediation plans. Designed specifically for enterprise-level security concerning products that utilize large language models, ZeroLeaks provides comprehensive vulnerability assessments that detail the severity of prompt exposure, underscore critical risks, furnish proof of identified issues, and delineate access routes along with recommended solutions, such as reconfiguring prompts and restricting tool access. By utilizing ZeroLeaks, organizations can significantly enhance their security protocols and effectively protect their valuable intellectual assets from potential threats. Importantly, the platform not only aids in risk management but also fosters a culture of security awareness within the organization.

OpenBox is a powerful AI governance solution designed specifically for enterprises, with the goal of maintaining the transparency, auditability, and secure deployment of AI systems at scale through the real-time monitoring of all agent actions and interactions within the platform. By offering a unified governance framework, it consolidates identity management, policy enforcement, risk management, and compliance into a single operational environment, effectively addressing the prevalent challenge of fragmentation that often arises from relying on multiple disparate tools, and enabling organizations to uphold consistent oversight over their AI operations. With its seamless integration into existing AI workflows through an easy-to-use SDK, it requires no alterations to current infrastructures while providing instant visibility into the operational behaviors, decision-making mechanisms, and communications among AI agents. Additionally, OpenBox takes a proactive approach by supervising and evaluating each action before it is executed, ensuring that policy enforcement and compliance assessments happen in real-time to prevent any risky or non-compliant actions, thus prioritizing a preventative strategy over responding to issues after they occur. This forward-thinking approach not only bolsters compliance but also cultivates a culture of responsibility and accountability within AI operations, ultimately promoting a safer and more trustworthy AI ecosystem. As organizations increasingly rely on AI technology, tools like OpenBox become essential for navigating the complexities of governance in an evolving digital landscape.

GPT-5.4-Cyber is a specialized version of GPT-5.4 designed to bolster defensive cybersecurity efforts, allowing security professionals to more effectively analyze, discover, and rectify vulnerabilities. This model has been optimized to lessen limitations on legitimate security activities, encouraging deeper engagement in critical areas like vulnerability research, exploit analysis, and secure code evaluations that are typically constrained in conventional models. A key feature of this variant is its capability for binary reverse engineering, which allows for the inspection of compiled software without requiring access to the original source code, aiding in the detection of potential malware, vulnerabilities, and assessing system strength. Additionally, it functions within OpenAI’s Trusted Access for Cyber (TAC) framework, which provides its advanced capabilities through an organized access system that necessitates identity verification and levels of trust, ensuring that only vetted defenders, researchers, and organizations can utilize its most advanced features. This strategic approach not only strengthens overall security protocols but also promotes collaboration among cybersecurity experts, enhancing the collective defense against cyber threats. Ultimately, such innovations are essential in keeping pace with the evolving landscape of cybersecurity.

HOL Guard serves as a protective layer for AI agents, functioning primarily on a local basis to oversee the behavior of AI assistants and proactively avert potentially dangerous actions. Acting as a buffer between the AI agent and the computer, it evaluates tool usage and access to local resources, looking out for threats such as the leakage of secrets and credentials, harmful commands, actions influenced by prompt injections, and the utilization of tampered or suspicious packages, as well as unsafe configurations and unvalidated plugins, skills, hooks, and settings. Identified threats can be swiftly blocked, while uncertain activities are paused to obtain user approval, thus ensuring that users retain control over the process. The entire operation is confined to the developer's local environment, negating the need for an internet connection and ensuring that no files, prompts, or sensitive data are uploaded to external servers. Typically, local assessments are completed in under 50 milliseconds, and implementing Guard does not require any alterations to existing code or workflows. It is versatile and works seamlessly with several coding agents, including Claude Code, Cursor, Codex, Gemini CLI, OpenCode, Hermes, and OpenClaw, offering tailored integrations that scrutinize actions before they are carried out. Furthermore, this bolsters the overall safety and dependability of AI interactions, leading to enhanced confidence in automated systems. Overall, HOL Guard significantly contributes to a secure operational environment for AI assistants, making it an essential tool for developers focused on safeguarding their work.

Cynet provides Managed Service Providers (MSPs) and Managed Security Service Providers (MSSPs) with a comprehensive, fully managed cybersecurity platform that integrates vital security features into a single, easily navigable solution. This consolidation not only streamlines the management of cybersecurity but also minimizes complexity and reduces expenses, thereby eliminating the necessity for engaging multiple vendors and managing various integrations. With its multi-layered approach to breach protection, Cynet ensures strong security across endpoints, networks, and SaaS/Cloud environments, effectively safeguarding against the constantly evolving landscape of cyber threats. The platform's sophisticated automation capabilities significantly improve incident response, allowing for rapid detection, prevention, and resolution of potential security issues. Additionally, Cynet’s dedicated CyOps team, backed by a 24/7 Security Operations Center (SOC), continually monitors client environments and provides expert advice to maintain optimal security. Collaborating with Cynet enables you to offer state-of-the-art, proactive cybersecurity services while enhancing your operational efficiency. Discover how Cynet can transform your security services and empower your clients to navigate the complexities of the digital landscape with confidence and resilience. By choosing Cynet, you position your organization at the forefront of cybersecurity innovation, ensuring that you remain competitive in a rapidly evolving market.

Alice is a leading AI safety and adversarial intelligence platform built to secure the rapidly evolving landscape of generative AI, agents, and emerging technologies. Rebranded from ActiveFence, Alice combines a decade of real-world adversarial research with the industry’s most comprehensive toxic and abuse dataset to protect platforms, applications, and foundation models at scale. Its proprietary Rabbit Hole intelligence engine continuously ingests and analyzes billions of manipulative, harmful, and abusive data samples, enabling proactive threat detection before incidents become public crises. Today, Alice safeguards more than 3 billion users worldwide and monitors over 1 billion daily AI-human interactions across 120+ languages. The company’s WonderSuite platform delivers end-to-end AI security, including WonderBuild for pre-deployment stress testing, WonderFence for dynamic runtime guardrails, and WonderCheck for ongoing automated red-teaming. These capabilities address emerging risks such as prompt injection, jailbreaks, application-level exploits, compliance failures, and unintended GenAI behavior. Alice allows organizations to customize policy alignment based on regulatory obligations and risk tolerance, ensuring trusted interactions across text, image, and multimodal systems. By strengthening governance frameworks and reducing reputational exposure, Alice helps enterprises and frontier model labs deploy AI responsibly and confidently. Trusted by leading global technology companies, Alice serves as a foundational layer of safety for more than half of the world’s online experiences.

Our state-of-the-art real-time deep learning system is designed to achieve unmatched levels of detection speed, efficiency, and extensive coverage in the realm of cyber defense. We carefully train our neural networks utilizing a diverse spectrum of global threat intelligence sourced from various channels, including threat databases, the dark web, our own systems, and collaborative partnerships. Much like how layers in neural networks can identify images, our innovative neural network architecture adeptly identifies threats in both payloads and headers. Blue Hexagon Labs conducts thorough evaluations of our models' accuracy in the face of emerging threats in real-time, guaranteeing their reliability and precision. Our technology excels at detecting a wide array of cyber threats, encompassing file-based and fileless malware, exploits, command and control communications, and malicious domains across different operating systems such as Windows, Android, and Linux. Deep learning, a specialized field within machine learning, utilizes complex, multi-layered artificial neural networks to proficiently learn and represent data. As the cyber threat landscape continuously evolves, our platform is regularly updated to tackle new challenges and uphold its leading-edge capabilities. This ongoing commitment to innovation enables us to stay ahead of potential threats and safeguard digital environments effectively.

Balbix leverages cutting-edge AI technology to thoroughly evaluate the attack surface of enterprises, offering an exceptionally accurate assessment of breach risk that is a hundredfold more precise. The platform excels at not just pinpointing vulnerabilities but also prioritizing them alongside various risk factors, which aids in both automated and manual remediation tasks. By implementing Balbix, businesses can experience a staggering 95% decrease in cyber risk while boosting their security team's efficiency by a factor of ten. Frequently, data breaches stem from unnoticed security weaknesses that go unaddressed, posing significant challenges for security teams to detect and resolve these issues promptly. To provide an effective measure of breach risk, Balbix continuously monitors a vast range of time-sensitive signals from the network, potentially amounting to hundreds of billions. It produces prioritized tickets that come with essential context, empowering risk owners to take both automated and supervised action. Furthermore, the platform supports the establishment of leaderboards and incentive programs, encouraging a spirit of competition in the quest to reduce cyber threats. This innovative strategy not only improves security protocols but also inspires teams to proactively participate in risk management, ultimately leading to a more resilient organizational framework against cyber threats.

In the world of cybersecurity, Judy stands as a reliable partner, dedicated to protecting your digital landscape with cutting-edge machine learning and AI-driven security features specifically designed for small to midsize enterprises and their managed service provider allies. Providing all-encompassing safeguarding for your sensitive information, passwords, and devices at an affordable price, Judy functions as a complete cybersecurity team, all within a unified AI-powered platform. A simple click enables you to meet compliance mandates effortlessly, thanks to Judy's unique access to elite framework mapping resources. Enjoy the simplicity of a single monthly charge that covers unlimited devices per user, without any hidden startup costs or minimum user requirements. From straightforward password management to detailed compliance mapping, Judy alleviates the challenges posed by cybersecurity. Furthermore, AaDya partners with MSPs, MSSPs, and resellers to not only protect their clients' data but also to empower end-users with the knowledge to fully leverage this groundbreaking solution, ensuring everyone is prepared to navigate the digital realm securely. With Judy on your side, your cybersecurity requirements are addressed with both skill and effectiveness, enabling you to concentrate on what truly counts—expanding your business. This innovative approach not only enhances security but also fosters a culture of awareness and proactive risk management among users.

Plurilock AI Cloud offers a cloud-native data loss prevention (DLP) solution that is also capable of endpoint protection. In addition to its DLP features, it includes passwordless single sign-on (SSO) and cloud access security broker (CASB) functionalities, making it ideal for businesses heavily reliant on multiple Software as a Service (SaaS) applications. This DLP solution is particularly advantageous for companies that may not have the resources or expertise to implement and manage traditional DLP systems, allowing them to access comprehensive DLP features at a budget-friendly price point. By doing so, it becomes a viable option for organizations without dedicated IT personnel who can handle complex configurations. Integrating seamlessly with the Plurilock AI Platform, the cloud-based DLP evolves alongside businesses, offering options for ongoing, real-time authentication and user/entity behavior analytics (UEBA) to effectively identify and mitigate biometric threats as they occur. Furthermore, it has received high praise from Info-Tech, which rated Plurilock AI as the top choice in the industry for customer satisfaction, reflecting the positive experiences of its users. This recognition underscores the platform's commitment to delivering exceptional service and security to its clients.

DryRun Security helps AppSec and Product Security leaders keep up with modern code change volume using AI Native SAST and Agentic Code Security. It is built for application security and developer teams that need higher-signal findings, consistent guardrails, and faster evidence for audits, without slowing development. DryRun Security is powered by its Contextual Security Analysis engine, which understands code and intent to reduce false positives and surface risks that pattern-based scanning often misses. How teams use DryRun Security: Code Review Agent: PR-native security feedback within moments of a push, delivered as comments and checks. Custom Policy Agent: enforce Natural Language Code Policies, written in plain English, on every pull request. DeepScan Agent: on-demand full-repository security assessments in about an hour, with a prioritized report engineers can fix fast. Code Insights Agent: visibility into trends, posture, and reporting across repos. DryRun Security works with GitHub and GitLab permission models. It protects security with private LLM capabilities, avoids sending code to public AI systems, and processes data with ephemeral services, while retaining only findings and minimal metadata for reporting.

Corgea empowers security teams to safeguard vulnerable code, enabling engineering departments to focus on revenue-generating activities. This forward-thinking strategy not only bolsters code security but also optimizes the efficiency of engineering workflows, leading to improved overall productivity.

Large Language Models (LLMs) are developed using vast collections of data, which may unintentionally include personal information, posing risks of unauthorized access and exploitation by unethical entities. To mitigate these challenges, ZeroTrusted.ai has introduced its LLM Firewall, designed to shield against these vulnerabilities effectively. This sophisticated sanitization model can recognize various sensitive data categories, such as GDPR, PHI, PII, and PCI information. Furthermore, it is regularly updated with compliance data from NIST to guarantee adherence to regulations while streamlining the compliance workflow. In addition to these features, our platform provides a range of tools for prompt optimization, reducing hallucinations, and preventing data injection via our innovative LLM ensemble technique, all aimed at improving user interaction. It is essential to highlight that these robust functionalities are only available through our business plan, ensuring your organization benefits from optimal protection and enhanced capabilities. Ultimately, ZeroTrusted.ai's commitment to security and compliance empowers users to navigate the complexities of data management with confidence.

OpenText Cybersecurity Cloud is a comprehensive security platform engineered to help enterprises manage cyber risk across the entire digital ecosystem. It brings together advanced detection, prevention, and response capabilities to ensure every threat can be identified and addressed quickly. Powered by AI-driven analytics and global threat intelligence, it elevates situational awareness and accelerates investigation workflows. Its protection extends across identities, data stores, applications, operational systems, and cloud workloads, creating a cohesive security posture. Organizations can streamline compliance initiatives with built-in controls, reporting, and regulatory tools that simplify adherence to industry standards. The platform’s deployment flexibility—spanning off cloud, public cloud, private cloud, and managed service models—ensures it fits seamlessly into any enterprise architecture. Its adaptive security posture management enables organizations to anticipate and counter cyber risks before they escalate. With integrated threat response capabilities, teams can resolve incidents faster and reduce operational disruption. The unified interface reduces tool sprawl, improves workflows, and enhances visibility across environments. Ultimately, OpenText Cybersecurity Cloud helps enterprises build long-term cyber resilience while maintaining agility and operational confidence.