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Aurva AI Observability is a commercial ai spm tool by Aurva. Zscaler AI-SPM 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.
Enterprise and mid-market security teams building or deploying large language models need Zscaler AI-SPM because it's the only tool that maps AI risks to actual business impact rather than just flagging misconfigurations. The platform covers the full AI supply chain from training data access control through prompt injection detection and LLM output monitoring, with explicit compliance mappings to NIST AI RMF and EU AI Act requirements that auditors actually ask for. Skip this if your organization treats AI security as a footnote to your existing cloud posture program; AI-SPM assumes AI is now a primary business system worth dedicated governance.
AI observability platform for shadow AI discovery and inventory management
AI security posture mgmt for securing AI models, data, and LLMs in cloud envs
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Common questions about comparing Aurva AI Observability vs Zscaler AI-SPM 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-SPM: AI security posture mgmt for securing AI models, data, and LLMs in cloud envs. built by Zscaler. headquartered in United States. Core capabilities include AI model, agent, and service discovery and inventory, Shadow AI detection for unsanctioned deployments, LLM-powered data classification and risk assessment..
Both serve the AI SPM market but differ in approach, feature depth, and target audience.
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