Seeing AI Clearly: Building Visibility Across Modern AI Applications

Wiz argues that modern AI applications are dynamic, distributed ecosystems that outgrow traditional visibility methods and presents a multi-layer discovery approach—combining code-level detection, agentless cloud discovery, an AI Workload Explainer, model invocation log analysis, and runtime network/behavioral signals—to build a continuous, unified AI Inventory that surfaces models, agents, tools, identities, guardrails, and developer tool usage to enable better AI security and risk management.