Features, pricing, ratings, and pros & cons — compared head-to-head.
Repello AI Asset Inventory is a commercial ai spm tool by Repello AI. Sweet AI Security Platform (AISP) is a commercial ai spm tool by Sweet Security. Compare features, ratings, integrations, and community reviews side by side to find the best ai spm fit for your security stack.
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.
Sweet AI Security Platform (AISP)
Mid-market and enterprise security teams deploying AI agents across multiple platforms need Sweet AI Security Platform for one reason: it's the only tool that treats agents as discoverable, monitorable assets with enforceable permissions rather than black boxes. The platform covers eight NIST CSF 2.0 functions including the critical identity and access control layer that most AI security tools skip entirely, and its native integrations with Bedrock, Vertex AI, and Copilot Studio mean you're not bolting on another disconnected scanner. Skip this if your AI use case is limited to ChatGPT in a sandbox; AISP assumes agents are embedded across your tech stack and requires the operational overhead to prove it.
Discovers and inventories AI assets across enterprise codebases, clouds, and apps.
End-to-end AI security platform for models, agents, and runtime protection
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Common questions about comparing Repello AI Asset Inventory vs Sweet AI Security Platform (AISP) for your ai spm needs.
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..
Sweet AI Security Platform (AISP): End-to-end AI security platform for models, agents, and runtime protection. built by Sweet Security. Core capabilities include AI Bill of Materials (AI-BOM) tracking, AI Security Posture Management (AI-SPM), AI agent discovery and monitoring..
Both serve the AI SPM market but differ in approach, feature depth, and target audience.
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. Sweet AI Security Platform (AISP) differentiates with AI Bill of Materials (AI-BOM) tracking, AI Security Posture Management (AI-SPM), AI agent discovery and monitoring.
Repello AI Asset Inventory is developed by Repello AI. Sweet AI Security Platform (AISP) is developed by Sweet Security. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.
Repello AI Asset Inventory integrates with GitHub, GitLab, Bitbucket, AWS, Microsoft Azure and 7 more. Sweet AI Security Platform (AISP) integrates with AWS Bedrock, Azure AI Foundry, ChatGPT Enterprise, Copilot Studio, Google Vertex AI and 6 more. Check integration compatibility with your existing security stack before deciding.
Repello AI Asset Inventory and Sweet AI Security Platform (AISP) serve similar AI SPM use cases: both are AI SPM tools. Review the feature comparison above to determine which fits your requirements.
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