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Qualys
John,
With federal mandates like OMB M-25-21 requiring a complete inventory of AI systems, a crucial question arises: how do you find what hasn't been reported?
Shadow AI extends beyond the cloud, residing in local GPU clusters, AI packages, containers, cloud AI services, vector stores, MCP servers, and SaaS LLM/API traffic. To eliminate these blind spots, you need visibility across every layer of your infrastructure.
Qualys TotalAI, now FedRAMP Moderate (FedRAMP Certified Class C) Authorized, extends your existing Qualys deployment with a comprehensive AI discovery engine:
On the Host: Cloud Agents identify self-hosted models, containerized AI software, GPU infrastructure, AI/ML frameworks, Python/CUDA libraries, and dependencies.
In the Cloud: Cloud Connectors inventory AI services, cloud-hosted MCP servers, model endpoints, vector databases, and managed runtimes across major cloud/model platforms.
On the Network: NDR detects unauthorized SaaS AI, LLM API traffic, exposed model endpoints, and MCP server communications.
Consolidating these signals onto a single FedRAMP Moderate Authorized Platform, it transforms Shadow AI into an audit-ready asset record without the friction of deploying multiple tools or relying on manual reporting.
Know More
Generate audit ready AI inventory evidence with your TotalAI 30-day free trial.
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