Best Confidential Agents for RAG Alternatives & Competitors in 2026
Top picks: Mirror Security VectaX, Secretarium Klave for AI, Valarian ACRA AI — plus 20 more compared.
AI SecurityTop picks: Mirror Security VectaX, Secretarium Klave for AI, Valarian ACRA AI — plus 20 more compared.
AI SecurityConfidential Agents for RAG is a commercial AI Model Security tool developed by OPAQUE. Security professionals most commonly compare it with Mirror Security VectaX, Secretarium Klave for AI, Valarian ACRA AI, Witness AI for Employees, and DataKrypto FHEnom for AI. All 23 alternatives are matched by shared capabilities, tags, and NIST CSF 2.0 coverage.
A closer look at the 8 most relevant alternatives and competitors to Confidential Agents for RAG, including their key features and shared capabilities.
FHE-based encryption for AI models, vector databases, and RAG workflows
Confidential computing platform for private, verifiable AI inference on sensitive data.
Private AI model hosting platform for on-premises deployment in secure environments
AI security platform for monitoring & controlling employee AI tool usage
FHE-based solution securing AI models and data throughout training and inference
Protects AI models from theft, misuse & reverse engineering via licensing
Confidential AI platform for deploying AI agents on sensitive data securely
Privacy-preserving AI inference platform using Fully Homomorphic Encryption
FHE-based encryption for AI models, vector databases, and RAG workflows
Confidential computing platform for private, verifiable AI inference on sensitive data.
Private AI model hosting platform for on-premises deployment in secure environments
AI security platform for monitoring & controlling employee AI tool usage
FHE-based solution securing AI models and data throughout training and inference
Protects AI models from theft, misuse & reverse engineering via licensing
Confidential AI platform for deploying AI agents on sensitive data securely
Privacy-preserving AI inference platform using Fully Homomorphic Encryption
Platform for privacy-protected AI/ML model training on sensitive data.
PETs-powered encrypted ML training, inference, and validation across data silos.
Privacy layer enabling confidential AI & data analytics for AIaaS providers.
Platform for securing AI models and autonomous agents across their lifecycle
AI model security scanner detecting threats across 35+ model formats
AI model protection platform securing on-device models from reverse engineering
Secure multiparty data collaboration platform using TEEs for AI/ML workloads.
AI/ML model security tool for internal vulnerability analysis in defense apps.
Privacy-preserving LLM fine-tuning platform using Differential Privacy.
Confidential computing platform securing AI/ML models and sensitive data.
Academic research lab focused on privacy-preserving and secure AI/ML.
Common questions security professionals ask when evaluating alternatives and competitors to Confidential Agents for RAG.
The most popular alternatives to Confidential Agents for RAG include Mirror Security VectaX, Secretarium Klave for AI, Valarian ACRA AI, Witness AI for Employees, and DataKrypto FHEnom for AI. These AI Model Security tools offer similar capabilities and are frequently compared by security professionals evaluating their options.
