Features, pricing, ratings, and pros and cons, compared head to head.
Airia AI Discovery is a commercial ai spm tool by Airia. Repello AI Asset Inventory is a commercial ai spm tool by Repello AI. Compare features, ratings, integrations, and community reviews side by side to find the best ai spm fit for your security stack. Independent and vendor-neutral: our scores and rankings are earned, never bought — sponsored placement is always labeled.
Based on our analysis of NIST CSF 2.0 coverage, core features, integrations, company size fit, here is our conclusion:
Enterprise security and AI governance teams will get the most from Repello AI Asset Inventory because it maps the actual attack surface of AI infrastructure,something traditional asset management tools completely miss. It covers ID.AM and ID.RA across AI agents, models, and datasets with threat graph visualization showing blast radius across dependencies, which is why mid-market teams with significant AI adoption in codebases and cloud environments should prioritize this. Skip this tool if your organization hasn't yet deployed AI agents or models in production; the value proposition assumes you're already managing AI at scale and need visibility into what you're actually running.
Discovers and inventories shadow AI usage across enterprise apps, APIs, and code.
Discovers and inventories AI assets across enterprise codebases, clouds, and apps.
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Common questions about comparing Airia AI Discovery vs Repello AI Asset Inventory for your ai spm needs.
Airia AI Discovery: Discovers and inventories shadow AI usage across enterprise apps, APIs, and code. built by Airia. Core capabilities include Discovery of AI agents, LLM API calls, and MCP servers across the enterprise, Centralized AI asset inventory with risk level classification, Real-time browser-based AI activity monitoring with block, warn, redirect, and audit controls..
Repello AI Asset Inventory: Discovers and inventories AI assets across enterprise codebases, clouds, and apps. built by Repello AI. Core capabilities include Automated discovery of AI agents, models, datasets, and tools across codebases, cloud environments, and third-party apps, Live, searchable unified AI asset inventory covering applications, models, datasets, and infrastructure, Agent graphs and lineage maps visualizing end-to-end relationships between models, prompts, datasets, and tools..
Both serve the AI SPM market but differ in approach, feature depth, and target audience.
Airia AI Discovery differentiates with Discovery of AI agents, LLM API calls, and MCP servers across the enterprise, Centralized AI asset inventory with risk level classification, Real-time browser-based AI activity monitoring with block, warn, redirect, and audit controls. Repello AI Asset Inventory differentiates with Automated discovery of AI agents, models, datasets, and tools across codebases, cloud environments, and third-party apps, Live, searchable unified AI asset inventory covering applications, models, datasets, and infrastructure, Agent graphs and lineage maps visualizing end-to-end relationships between models, prompts, datasets, and tools.
Airia AI Discovery is developed by Airia. Repello AI Asset Inventory is developed by Repello AI. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.
Airia AI Discovery integrates with ChatGPT Enterprise, Gemini, Claude, Microsoft 365, Slack and 9 more. Repello AI Asset Inventory integrates with GitHub, GitLab, Bitbucket, AWS, Microsoft Azure and 7 more. Check integration compatibility with your existing security stack before deciding.
Airia AI Discovery and Repello AI Asset Inventory serve similar AI SPM use cases: both are AI SPM tools, both cover Inventory. Review the feature comparison above to determine which fits your requirements.
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