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LatticaAI is a commercial ai model security tool by LatticaAI. Secretarium Klave for AI is a commercial ai model security tool by Secretarium. Compare features, ratings, integrations, and community reviews side by side to find the best ai model security 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:
Mid-market and enterprise teams processing sensitive data through third-party AI services should evaluate LatticaAI if client-side encryption before cloud inference is a hard requirement. The platform encrypts data in the browser and processes it through Fully Homomorphic Encryption without decrypting on the vendor's infrastructure, addressing PR.DS data confidentiality concerns that standard cloud AI APIs cannot match. This is not the tool for teams comfortable with traditional encrypted-in-transit approaches or those needing sub-100ms inference latency; FHE's computational overhead is the tradeoff for true end-to-end privacy.
Enterprise and mid-market security teams deploying RAG systems on sensitive data will find real value in Secretarium Klave for AI because it guarantees data never leaves encrypted memory during inference, which is the only hard control that actually stops model training on confidential information. The platform maps directly to NIST PR.DS and PR.PS through hardware-backed TEE isolation and cryptographic data provenance, giving you verifiable lineage of what touched what. This is a narrow fit: if your AI workloads aren't handling regulated data or you're still evaluating whether you need confidential computing, you're overpaying for a specialist tool.
Privacy-preserving AI inference platform using Fully Homomorphic Encryption
Confidential computing platform for private, verifiable AI inference on sensitive data.
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Common questions about comparing LatticaAI vs Secretarium Klave for AI for your ai model security needs.
LatticaAI: Privacy-preserving AI inference platform using Fully Homomorphic Encryption. built by LatticaAI. headquartered in Israel. Core capabilities include Fully Homomorphic Encryption (FHE) for AI inference, Browser-based data encryption, Encrypted AI model processing..
Secretarium Klave for AI: Confidential computing platform for private, verifiable AI inference on sensitive data. built by Secretarium. headquartered in United Kingdom. Core capabilities include End-to-end data encryption from RAG to inference using Trusted Execution Environments (TEEs), Private RAG with encrypted vector database, governance database, and mapping database, Cryptographic data provenance, versioning, and model lineage guarantees..
Both serve the AI Model Security market but differ in approach, feature depth, and target audience.
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