Best Confidential Agents Alternatives & Competitors in 2026
Top picks: Valarian ACRA AI, Witness AI for Employees, Secretarium Klave for AI — plus 20 more compared.
AI SecurityTop picks: Valarian ACRA AI, Witness AI for Employees, Secretarium Klave for AI — plus 20 more compared.
AI SecurityConfidential Agents is a commercial AI Model Security tool developed by OPAQUE. Security professionals most commonly compare it with Valarian ACRA AI, Witness AI for Employees, Secretarium Klave for AI, Confidential Agents for RAG, and Mirror Security VectaX. 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, including their key features and shared capabilities.
Private AI model hosting platform for on-premises deployment in secure environments
AI security platform for monitoring & controlling employee AI tool usage
Confidential computing platform for private, verifiable AI inference on sensitive data.
Confidential computing platform for secure RAG and AI agent workflows
FHE-based encryption for AI models, vector databases, and RAG workflows
Security platform for monitoring, controlling, and auditing AI coding agents
Secure multiparty data collaboration platform using TEEs for AI/ML workloads.
Platform for securing AI models and autonomous agents across their lifecycle
Private AI model hosting platform for on-premises deployment in secure environments
AI security platform for monitoring & controlling employee AI tool usage
Confidential computing platform for private, verifiable AI inference on sensitive data.
Confidential computing platform for secure RAG and AI agent workflows
FHE-based encryption for AI models, vector databases, and RAG workflows
Secure multiparty data collaboration platform using TEEs for AI/ML workloads.
Platform for securing AI models and autonomous agents across their lifecycle
AI model security scanner detecting threats across 35+ model formats
FHE-based solution securing AI models and data throughout training and inference
Protects AI models from theft, misuse & reverse engineering via licensing
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.
Privacy-preserving LLM fine-tuning platform using Differential Privacy.
AI model protection platform securing on-device models from reverse engineering
AI/ML model security tool for internal vulnerability analysis in defense apps.
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.
The most popular alternatives to Confidential Agents include Valarian ACRA AI, Witness AI for Employees, Secretarium Klave for AI, Confidential Agents for RAG, and Mirror Security VectaX. These AI Model Security tools offer similar capabilities and are frequently compared by security professionals evaluating their options.
There are 23 alternatives to Confidential Agents listed on CybersecTools, all within the AI Model Security category. Each alternative is matched based on shared capabilities, tags, and NIST CSF coverage areas.
Confidential Agents is a commercial AI Model Security tool. It requires a paid license or subscription. Both free and commercial alternatives are available for comparison.
Confidential Agents is a AI Model Security tool within the broader AI Security category. It is used by security professionals for ai model security capabilities and can be compared against 23 similar tools.
