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Aurva AI Observability is a commercial ai spm tool by Aurva. Zscaler AI is a commercial ai spm tool by Zscaler. Compare features, ratings, integrations, and community reviews side by side to find the best ai spm fit for your security stack.
CST VerdictBased on our analysis of NIST CSF 2.0 coverage, core features, integrations, company size fit, here is our conclusion:
Security teams drowning in shadow AI deployments need Aurva AI Observability because it finds and inventories unauthorized LLM usage across your infrastructure without agent overhead. The agentless deployment and zero-payload monitoring mean you see what's actually running without slowing down your stack, and the platform covers NIST ID.AM, ID.RA, and PR.DS across the full data-to-access chain. Skip this if your organization hasn't yet experienced uncontrolled AI adoption; you'll be buying tooling before you have a problem to solve.
Mid-market and enterprise security teams deploying Microsoft Copilot at scale need Zscaler AI to stop data exfiltration through generative AI before it becomes your next breach vector. The platform combines inline prompt inspection with full audit trails of user interactions, giving you the visibility and control that Copilot's native governance leaves open; NIST PR.DS and PR.AA coverage confirms the data security and access control backbone is there. Skip this if your organization hasn't yet standardized on AI assistants or lacks the security ops bandwidth to tune granular AI usage policies; you'll overengineer for problems that don't exist yet.
AI observability platform for shadow AI discovery and inventory management
AI security platform protecting against data loss, attacks, and AI threats
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Common questions about comparing Aurva AI Observability vs Zscaler AI for your ai spm needs.
Aurva AI Observability: AI observability platform for shadow AI discovery and inventory management. built by Aurva. headquartered in United States. Core capabilities include Shadow AI discovery, AI asset inventory export, Agentless deployment..
Zscaler AI: AI security platform protecting against data loss, attacks, and AI threats. built by Zscaler. headquartered in United States. Core capabilities include AI application and assistant visibility, Granular policy controls for AI access and usage, AI isolation to prevent data sharing..
Both serve the AI SPM market but differ in approach, feature depth, and target audience.
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