Best AI Security Posture Management (AI-SPM) Software for Google Cloud Platform

The cloud security platform that is actionable. Reduce risk by quickly exposing and closing security gaps caused by misconfigurations. CNAPP solutions replace a patchwork product that can cause more problems than it solves, such as false positives or excessive alerts. These products are often only partially covered and create friction and overhead with the products that they're meant to work with. CNAPPs are the best way to monitor cloud native applications. They allow businesses to monitor cloud infrastructure and application security as a group, rather than monitoring each one individually.

The TrustLogix Cloud Data Security Platform effectively unifies the roles of data owners, security teams, and data users by streamlining data access management and ensuring compliance. Within just half an hour, it allows you to identify cloud data access vulnerabilities and risks without needing to see the data itself. You can implement detailed attribute-based access control (ABAC) and role-based access control (RBAC) policies while managing your overall data security strategy across various cloud environments and data platforms. TrustLogix also provides continuous monitoring and notifications for emerging threats and compliance issues, including suspicious behavior, excessively privileged accounts, inactive accounts, and the proliferation of dark data or data sprawl, enabling swift and effective responses. Moreover, it offers the capability to send alerts to Security Information and Event Management (SIEM) systems and other Governance, Risk, and Compliance (GRC) tools, ensuring comprehensive oversight and control. This integrated approach not only enhances security but also fosters collaboration among different stakeholders involved in data management.

Orca Security is the pioneer of agentless cloud security that is trusted by hundreds of enterprises globally. Orca makes cloud security possible for enterprises moving to and scaling in the cloud with its patented SideScanning™ technology and Unified Data Model. The Orca Cloud Security Platform delivers the world's most comprehensive coverage and visibility of risks across AWS, Azure, Google Cloud and Kubernetes.

Transitioning from development to production, as well as from traditional data engineering to artificial intelligence, requires securing the various environments, pipelines, tools, and open-source components integral to your data and AI supply chain. It is essential to continuously identify, prevent, and rectify security and compliance vulnerabilities in AI before they reach production. In addition, monitoring AI applications in real-time allows for the detection and mitigation of adversarial AI attacks while enforcing specific application guardrails. Noma integrates smoothly across your data and AI supply chain and applications, providing a detailed map of all data pipelines, notebooks, MLOps tools, open-source AI elements, and both first- and third-party models along with datasets, thereby automatically generating a thorough AI/ML bill of materials (BOM). Additionally, Noma constantly identifies and offers actionable solutions for security issues, including misconfigurations, AI-related vulnerabilities, and non-compliant training data usage throughout your data and AI supply chain. This proactive approach enables organizations to enhance their AI security posture effectively, ensuring that potential threats are addressed before they can impact production. Ultimately, adopting such measures not only fortifies security but also boosts overall confidence in AI systems.

Wiz is a new approach in cloud security. It finds the most important risks and infiltration vectors across all multi-cloud environments. All lateral movement risks, such as private keys that are used to access production and development environments, can be found. You can scan for vulnerabilities and unpatched software in your workloads. A complete inventory of all services and software within your cloud environments, including version and package details, is available. Cross-reference all keys on your workloads with their privileges in your cloud environment. Based on a complete analysis of your cloud network, including those behind multiple hops, you can see which resources are publicly available to the internet. Compare your industry best practices and baselines to assess the configuration of cloud infrastructure, Kubernetes and VM operating system.

Effortlessly identify and categorize your data, safeguard it against unauthorized access, and ensure a robust security posture. Data stands as the most essential asset for any organization, making it imperative that it serves as the cornerstone of every security initiative. Cyera offers a comprehensive data security platform that enables security teams to effectively oversee and protect all sensitive data within the company. It excels in discovering, classifying, and safeguarding data across various environments, including IaaS, PaaS, and SaaS. Regardless of whether your sensitive data is housed in buckets, folders, or files, or is stored in self-managed, managed databases, or DBaaS environments, our solution is designed to meet your needs. As the leading data security solution available today, Cyera empowers security teams to enforce protective measures directly on their data, effectively addressing challenges that often arise with conventional data security approaches. Simply select a cloud account, tenant, or organization, and we will automatically reveal the data you possess, how it is overseen, and offer guidance on mitigating any security or compliance risks that may exist. With Cyera, you can ensure your data security strategy is both proactive and comprehensive.