As AI becomes the foundation of modern enterprise infrastructure, organizations face a dual mandate: secure the infrastructure powering AI, and leverage AI to drive smarter, faster security outcomes. According to Wiz’s State of AI in the Cloud 2025, 85% of organizations are already using either managed or self-hosted AI services or tools, signaling a rapid shift from experimentation to enterprise-wide integration.Wiz is proud to be a part of the NVIDIA Enterprise AI Factory — a validated design that helps enterprises build and deploy secure, scalable AI using NVIDIA’s full-stack AI platform.
Wiz provides AI Security Posture Management (AI-SPM) capabilities to secure NVIDIA-accelerated workloads, offering full-stack visibility into models, configurations, and data flows to detect misconfigurations, excessive permissions, and toxic risk combinations. At the same time, Wiz leverages AI — including running NVIDIA NIM microservices — to power advanced use cases like automated data classification, AI-guided remediation, and natural language investigation, helping security teams operate with greater speed and intelligence.
From securing AI workloads running on NVIDIA accelerated computing to enhancing security workflows with NVIDIA-driven inference, Wiz is helping organizations confidently accelerate their AI transformation and make AI a core part of modern cybersecurity.
Securing AI: Protecting NVIDIA-Accelerated Workloads with Wiz AI-SPM
As enterprises build and innovate with AI, security can’t be an afterthought. Wiz’s architecture delivers real-time protection, visibility, and governance for enterprise-scale AI deployments. Wiz AI-SPM (AI Security Posture Management) gives enterprises the tools to govern and secure AI environments at scale — including NVIDIA-accelerated infrastructure.
In the validated design architecture, Wiz delivers:
Visibility and governance at scale: Inventory AI services across your environment and align deployments with internal policies and compliance requirements.
Model scanning: Analyze AI models to detect malicious behavior, known threats, and vulnerable model configurations.
Attack path analysis: Identify critical risks in AI infrastructure, such as publicly exposed virtual machines with excessive permissions and access to sensitive data.
Sensitive data scanning: Detect sensitive data flowing through AI pipelines and flag unintentional exposure risks.
Runtime threat detection: Deploy the Wiz Runtime Sensor on NVIDIA DGX System to detect advanced attack techniques — including model escapes and unauthorized access.
Leveraging AI to Strengthen Security
Wiz doesn’t just secure AI — we use it to make cloud security smarter, faster, and more effective. By embedding AI across the platform, Wiz helps teams reduce manual work, cut through noise, and respond to risk with greater speed and precision. From intelligent data classification to AI-driven remediation and investigation, Wiz gives security teams the context they need to focus on what matters — without being buried in alerts or complexity.
AI-Powered Data Classification (with NVIDIA NIM):
In a recent research collaboration with NVIDIA, the Wiz Research Team used NVIDIA NIM microservices for Meta Llama 3 models to classify sensitive data across cloud databases using only metadata. Running inference through NIM allowed us to process more data, more accurately, in less time — a powerful combination for security use cases like Data Security Posture Management (DSPM). NVIDIA NIM delivered up to 2x performance improvements over standard frameworks, enabling organizations to scale data discovery and sensitivity classification across environments.
AI Remediation and Mika AI:
AI powers everyday workflows in Wiz, helping teams investigate and remediate faster — and collaborate more effectively. AI-driven remediation guidance provides context-aware fix suggestions to accelerate resolution. Mika AI, our natural language assistant, LLM, makes it easy to query the Wiz Security Graph. Teams can also generate Rego policies with AI and get platform-specific answers through our Slack AI Assistant — all to simplify complex tasks and speed up time-to-value.
AI for Security. Security for AI.
With Wiz and NVIDIA, enterprises can confidently scale their AI initiatives — knowing they’re protected every step of the way. Whether you're deploying DGX systems, deploying models with NIM, or operationalizing AI across teams, Wiz provides the visibility, protection, and AI-driven capabilities needed to succeed.
Looking ahead, deepening our collaboration with NVIDIA to help organizations secure their AI innovation and accelerate security outcomes through AI — empowering teams to move faster, build smarter, and stay ahead of evolving threats in the AI era.
