Best AI Security Posture Management (AI-SPM) Software

Compare the Top AI Security Posture Management (AI-SPM) Software as of January 2026

What is AI Security Posture Management (AI-SPM) Software?

AI Security Posture Management (AI-SPM) software is software designed to enhance the security of artificial intelligence systems by proactively identifying, assessing, and mitigating risks. It provides continuous monitoring of AI models, data, and infrastructure to detect vulnerabilities such as adversarial attacks, data poisoning, and bias exploitation. AI-SPM tools incorporate automated threat detection, compliance enforcement, and risk assessment capabilities, ensuring the AI systems remain secure and aligned with ethical and regulatory standards. By offering insights into security gaps and suggesting remediation steps, AI-SPM helps organizations maintain trust and transparency in their AI deployments. This software is crucial for organizations leveraging AI in critical applications, as it fortifies their defenses against evolving threats while maintaining operational integrity. Compare and read user reviews of the best AI Security Posture Management (AI-SPM) software currently available using the table below. This list is updated regularly.

  • 1
    Wiz

    Wiz

    Wiz

    Wiz is a new approach to cloud security that finds the most critical risks and infiltration vectors with complete coverage across the full stack of multi-cloud environments. Find all lateral movement risks such as private keys used to access both development and production environments. Scan for vulnerable and unpatched operating systems, installed software, and code libraries in your workloads prioritized by risk. Get a complete and up-to-date inventory of all services and software in your cloud environments including the version and package. Identify all keys located on your workloads cross referenced with the privileges they have in your cloud environment. See which resources are publicly exposed to the internet based on a full analysis of your cloud network, even those behind multiple hops. Assess the configuration of cloud infrastructure, Kubernetes, and VM operating systems against your baselines and industry best practices.
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  • 2
    CrowdStrike Falcon
    CrowdStrike Falcon is a cloud-native cybersecurity platform that provides advanced protection against a wide range of cyber threats, including malware, ransomware, and sophisticated attacks. It leverages artificial intelligence (AI) and machine learning to detect and respond to threats in real time, offering endpoint protection, threat intelligence, and incident response capabilities. The platform uses a lightweight agent that continuously monitors endpoints for signs of malicious activity, providing visibility and protection without significant impact on system performance. Falcon’s cloud-based architecture ensures fast updates, scalability, and rapid threat response across large, distributed environments. Its comprehensive security features help organizations prevent, detect, and mitigate potential cyber risks, making it a powerful tool for modern enterprise cybersecurity.
  • 3
    Zendata

    Zendata

    Zendata

    Manage data security & risk across your entire stack. Your customer-facing assets are where the data collection/shaping occurs. Source code with data flows and third-party components. Distrust with how companies handle data arises due to data breaches, sharing/selling of personal information, and targeted advertising without consent, eroding trust between companies and customers. Don’t forfeit your customers’ trust by exposing them to privacy risks. Ensure their individual privacy and also protect your organization’s sensitive information with our data protection plans. Our privacy program will keep all of your company's data safe. And for your enterprise's continuity, our privacy compliance software will safeguard you from paying fines for non-compliance with security policies. Protect your customers' personal information and ensure compliance with global privacy laws with Zendata's no-code platform.
    Starting Price: $299 per month
  • 4
    Tenable Cloud Security
    The actionable cloud security platform. Reduce risk by rapidly exposing and closing priority security gaps caused by misconfigurations, risky entitlements and vulnerabilities–in one powerful cloud native application protection platform (CNAPP). CNAPP solutions replace a patchwork of siloed products that often cause more problems than they solve, such as multiple false positives and excessive alerts. Those products usually provide only partial coverage and often create overhead and friction with the products they’re supposed to work with. Most importantly, CNAPPs allow businesses to monitor the health of cloud native applications as a whole rather than individually monitoring cloud infrastructure and application security.
  • 5
    Legit Security

    Legit Security

    Legit Security

    Legit Security protects software supply chains from attack by automatically discovering and securing the pipelines, infrastructure, code and people so that businesses can stay safe while releasing software fast. Automatically discover security issues, remediate threats and ensure the integrity and compliance of software releases. Comprehensive, visual SDLC inventory that's continually updated. Reveal unknown, misconfigured and vulnerable SDLC systems and infrastructure. Centralized visibility over location, coverage and configuration of your existing security tools and scanners. Catch insecure build actions before they can embed vulnerabilities downstream. Centralized, early prevention of sensitive data leaks, secrets and PII, before being pushed into the SDLC. Track security trends across teams and product lines to improve security posture and incentivize behavior. Get security posture at-a-glance with Legit Security Scores, Integrate your own alert and ticketing tools or use ours.
  • 6
    Noma

    Noma

    Noma Security

    Noma Security is the complete enterprise AI security platform designed to deliver confidence in agentic AI at scale. Noma Security was named a Gartner Cool Vendors in AI Security, 2025 for delivering deep visibility and AI discovery, agentic risk mapping, security posture management, automated AI red teaming, and AI runtime protection all in one platform. With seamless integration to your AI stack and workflows, and alignment with regulatory compliance frameworks, Noma Security helps teams embrace AI innovation while addressing the unique threats posed by rapid enterprise AI adoption.
  • 7
    Cyera

    Cyera

    Cyera

    Automatically discover and classify your data, protect it from exposure, and maintain a resilient posture. Data is every business’s most crucial asset, requiring that it be the foundation of any security program. Cyera is a holistic data security platform that empowers security teams to manage and protect all of their company’s sensitive data. Cyera discovers, classifies, and protects data across IaaS, PaaS, and SaaS environments. Whether your sensitive data is in buckets, folders, or files, or managed in a self-managed database, managed database, or DBaaS environment, our solution has you covered. The most advanced data security solution is available on the market. Cyera allows security teams to apply security directly to their data, by overcoming the challenges inherent in traditional data security solutions. Choose a cloud account, tenant, or organization, and we'll automatically uncover the data you have, how it's managed, and how to remediate the security or compliance risks.
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