OPAQUE Confidential Agents for Retrieval-Augmented Generation (RAG)
Unlock the power of AI without compromising privacy— built on OPAQUE’s industry-leading confidential computing architecture.
If AI is central to your future, don’t build on borrowed trust. OPAQUE provides a platform where your Confidential Agents reason, act, and adapt—securely.
With hardware-enforced confidentiality, enterprise-grade governance, and encrypted data handling, OPAQUE ensures your agentic workflows are secure, compliant, and built for scale.

Why OPAQUE Confidential Agents for RAG Are Different
Most agentic frameworks stop at orchestration.
OPAQUE redefines the standard.
Confidential: Every agent action runs inside hardware-backed Trusted Execution Environments (TEEs), ensuring data remains encrypted—even in use.
Verifiable: Gain cryptographic guarantees and tamper-proof audit logs. Don’t just assume security—prove it.
Scalable: From healthcare and finance to proprietary models—OPAQUE scales across highly regulated, high-risk environments.
With OPAQUE, every decision an agent makes is secured, governed, and traceable.

How OPAQUE Confidential Agents Work
OPAQUE Confidential Agents:
Secure AI Orchestration
Building secure, intelligent workflows should not require stitching together tools or sacrificing control. With OPAQUE, it doesn’t.
1. Design Your Agentic Workflow
Start with our intuitive no-code builder to define workflows programmatically. Configure agents to retrieve data, reason it, make decisions, and act—all within a governed, visual environment.
2. Bring Your Own LLMs and Data
Plug in the language models of your choice—whether open-source or proprietary—and connect to structured and unstructured data sources across your cloud or on-prem environments. OPAQUE enables agents to retrieve and act on the data you trust, while keeping it encrypted and governed throughout.
3. Define Agent Roles and Collaboration
Assign specialized agents to handle tasks.
4. Enforce Policies and Guardrails from the Start
Built-in policy controls ensure sensitive data is handled appropriately from the moment it enters the workflow.
5. Run Securely in Confidential Environments
Every agent executes inside hardware-backed Trusted Execution Environments (TEEs), so your data stays private throughout processing—not just in storage or transit.
6. Monitor, Audit, and Iterate
Gain full visibility into agent behavior with audit logs and real-time observability. Track how decisions were made, verify outcomes, and adjust your workflow with confidence as your needs evolve.


Key Features of Confidential Agents for RAG
OPAQUE Confidential Agents:
Secure AI Orchestration
Confidential Agents for RAG goes beyond secure retrieval—they drive real-time, trustworthy AI decision-making with enterprise-grade controls.
Confidential RAG: Keep sensitive data encrypted throughout its lifecycle—from retrieval to inference. Enable selective PII redaction when external LLMs are involved to ensure privacy and compliance.
Dynamic Compliance Enforcement: Guardrails and RBAC are enforced continuously across agent actions—not just configured statically.
Real-Time Observability: Track prompts, decisions, and outputs through detailed audit logs—supporting compliance and root-cause analysis.
Multi-Agent Collaboration: Enable agents to escalate, delegate, and adapt across workflows—autonomously and securely.
Governed AI at Scale: Start with static pipelines, grow into adaptive systems with explainable decision paths and self-verifying compliance.
OPAQUE empowers enterprises to operationalize AI with the trust, speed, and control required to run mission-critical systems—now and into the future.


Frequently Asked Questions
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