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Aurva AI Observability is a commercial ai spm tool by Aurva. FireTail AI Inventory is a commercial ai spm tool by FireTail. 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, company size fit, deployment model, 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.
Security and compliance teams managing sprawling AI adoption across multiple departments will get the most from FireTail AI Inventory; it's the only tool that surfaces shadow LLM usage and tracks what data actually flows into third-party models in real time. The platform covers ID.AM and DE.CM functions effectively, giving you both asset discovery and continuous monitoring without manual catalog maintenance. Skip this if your organization hasn't yet moved beyond occasional ChatGPT usage or if you need downstream controls on LLM outputs; FireTail excels at visibility and inventory, not prompt filtering or response guardrails.
AI observability platform for shadow AI discovery and inventory management
Real-time inventory tool for discovering and monitoring all AI usage across an org.
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Common questions about comparing Aurva AI Observability vs FireTail AI Inventory 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..
FireTail AI Inventory: Real-time inventory tool for discovering and monitoring all AI usage across an org. built by FireTail. headquartered in United States. Core capabilities include Real-time, self-updating AI asset inventory, Discovery of shadow AI usage across the organization, Cataloging of AI providers, models, and model versions..
Both serve the AI SPM market but differ in approach, feature depth, and target audience.
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