Confidential Agents for RAG vs LatticaAI: Side-by-Side Comparison (2026)

Confidential Agents for RAG: Confidential computing platform for secure RAG and AI agent workflows. built by OPAQUE. Core capabilities include Hardware-enforced confidential computing, Encrypted data handling for AI workflows, Enterprise governance controls for AI agents..

LatticaAI: Privacy-preserving AI inference platform using Fully Homomorphic Encryption. built by LatticaAI. Core capabilities include Fully Homomorphic Encryption (FHE) for AI inference, Browser-based data encryption, Encrypted AI model processing..

Both serve the AI Model Security market but differ in approach, feature depth, and target audience.

Confidential Agents for RAG differentiates with Hardware-enforced confidential computing, Encrypted data handling for AI workflows, Enterprise governance controls for AI agents. LatticaAI differentiates with Fully Homomorphic Encryption (FHE) for AI inference, Browser-based data encryption, Encrypted AI model processing.

Confidential Agents for RAG is developed by OPAQUE. LatticaAI is developed by LatticaAI. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Confidential Agents for RAG and LatticaAI serve similar AI Model Security use cases: both are AI Model Security tools. Review the feature comparison above to determine which fits your requirements.