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

Belfort: Hardware-accelerated FHE platform for processing data without decrypting it. built by Belfort. Core capabilities include Fully Homomorphic Encryption (FHE) acceleration via dedicated hardware, Processing of sensitive data without decryption at any stage, Purpose-built streaming architecture for encrypted workloads..

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..

Both serve the Confidential Computing market but differ in approach, feature depth, and target audience.

Belfort differentiates with Fully Homomorphic Encryption (FHE) acceleration via dedicated hardware, Processing of sensitive data without decryption at any stage, Purpose-built streaming architecture for encrypted workloads. Confidential Agents for RAG differentiates with Hardware-enforced confidential computing, Encrypted data handling for AI workflows, Enterprise governance controls for AI agents.

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

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