# opaque.co

> AI-optimized mirror of opaque.co containing 50 pages totalling 53,101 words of clean markdown content, structured data, and semantic HTML. Original source: https://opaque.co. Last updated: 2026-08-07T12:33:39.783Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Homepage

- [Confidential AI Platform for Trusted AI | Opaque](/content/site-root.html): OPAQUE brings privacy-first AI to life. Run confidential agentic RAG, enforce AI guardrails, and protect data with confidential computing. Get started in minutes. (344 words)

## Articles & Blog Posts

- [How to defend against side-channel attacks on SGX - Opaque](/content/resources/articles/how-to-defend-against-side-channel-attacks-on-sgx/index.html): Hardware enclaves provide isolated environments but are vulnerable to side-channel attacks via indirect effects during execution, allowing adversaries access. (1,681 words)
- [FAQ](/content/faq/index.html) (3,014 words)
- [Unlock AI Safely with Confidential Agents for RAG | OPAQUE](/content/resources/articles/from-180-days-to-8-seconds-how-confidential-agents-for-rag-unlocks-enterprise-ai-at-scale.html): We deliver confidential agents for RAG that protect sensitive data while scaling AI in seconds. Secure your enterprise workflows with OPAQUE today. (2,071 words)
- [Secure Computation: Homomorphic Encryption or Enclaves?](/content/resources/articles/secure-computation-homomorphic-encryption-or-hardware-enclaves.html): In secure computation, there are two paths to data security: homomorphic encryption and hardware enclaves. Which one should you embrace? (2,551 words)
- [OPAQUE 3.0 Brings Verifiable Trust to AI Agents with Governance and Confidential MCP](/content/resources/articles/opaque-extends-the-agent-governance-toolkit-with-verifiable-identity-and-first-ever-verifiably-governed-and-secure-mcp.html): OPAQUE 3.0 introduces Agent Manifest and Confidential MCP, enabling enterprises to verify AI agent identity, governance, and execution with cryptographic proof. (1,382 words)
- [NVIDIA & Red Hat Just Closed the Enterprise AI Production Gap](/content/resources/articles/nvidia-and-red-hat-just-closed-the-enterprise-ai-production-gap.html): Confidential Containers are GA. Here's what it means for enterprises running AI on sensitive data—and why the production gap just got a lot smaller. (2,200 words)
- [Future-Ready Agent Infrastructure: Strengthening Today's Operations Against Tomorrow's Threats - OPAQUE](/content/resources/articles/future-ready-agent-infrastructure-strengthening-todays-operations-against-tomorrows-threats.html): Discover how to scale agent infrastructure securely with post-quantum cryptography. Protect today’s operations from tomorrow’s threats. (1,632 words)
- [From Proof of Concept to Proof of Value: The 5 Levels of Confidential AI Readiness - OPAQUE](/content/resources/articles/from-proof-of-concept-to-proof-of-value-the-5-levels-of-confidential-ai-readiness.html): Break free from AI pilot purgatory. Discover the 5 levels of Confidential AI readiness to scale from experiments to proven ROI. (1,886 words)
- [Confidential AI Agent You Can Trust | About Us](/content/about-old-archived/index.html): We power confidential AI workflows and agentic systems that protect sensitive data while scaling innovation. Try OPAQUE’s confidential computing today. (543 words)
- [Federated learning vs. secure collaborative learning - Opaque](/content/resources/articles/federated-learning-vs-secure-collaborative-learning.html): Confidential Computing enables secure analysis of sensitive data across organizational boundaries while protecting privacy and complying with regulations. (1,679 words)
- [resources/articles/opaque-acquires-abu-dhabi-developed-cryptographic-ai-technology-from-tii-extending-confidential-ai-across-the-full-lifecycle-with-post-quantum-protection.html](/content/resources/articles/opaque-acquires-abu-dhabi-developed-cryptographic-ai-technology-from-tii-extending-confidential-ai-across-the-full-lifecycle-with-post-quantum-protection.html) (1,271 words)
- [Accelerating encrypted analytics on confidential data by 20x - Opaque](/content/resources/articles/accelerating-encrypted-analytics-on-confidential-data-by-20x.html): Accelerating encrypted analytics on confidential data by 20x - Opaque (1,488 words)
- [New Product](/content/new-product/index.html): Opaque empowers teams with AI-powered insights, seamlessly integrated into your infrastructure, unlocking sensitive data's value securely while maintaining top-tier privacy, compliance, and collaborative analytics. (790 words)
- [Navigating Data Breaches and AI Security Risks - Opaque](/content/resources/articles/navigating-the-rising-tide-of-data-breaches-and-ai-security-risks.html): Explore the urgency of data and AI security to prevent breaches, avoid fines, and protect your company's reputation. (888 words)
- [From Policy to Proof: How to Scale Verifiable Trust in the Agentic Era - OPAQUE](/content/resources/articles/from-policy-to-proof-how-to-scale-verifiable-trust-in-the-agentic-era.html): Learn how to scale AI agents with verifiable, real-time trust. Move beyond policy to proof and secure operations in the agentic era. (1,945 words)
- [Confidential Computing Summit 2026 Schedule | OPAQUE & Linux Foundation](/content/resources/articles/confidential-computing-summit-2026-schedule-showcases-next-era-of-ai-sovereignty.html): The CC Summit 2026 schedule is live. Join enterprise leaders in SF on June 23–24 for keynotes on Confidential AI, agentic security, and data sovereignty. (1,106 words)
- [Opaque, The Confidential AI Platform | Opaque](/content/product/index.html): Opaque empowers teams with AI-powered insights, seamlessly integrated into your infrastructure, unlocking sensitive data's value securely while maintaining top-tier privacy, compliance, and collaborative analytics. (715 words)
- [Secure AI Training on Financial Data  | Opaque](/content/solutions/finance/index.html): Confidential AI workflows let you unlock sensitive data safely, run secure analytics, and deliver projects faster. Learn how we can help. (682 words)
- [How to run Spark SQL queries on encrypted data - Opaque](/content/resources/articles/how-to-run-spark-sql-queries-on-encrypted-data/index.html): Learn how to run Spark SQL queries on encrypted data with Opaque SQL - a platform that can run queries in an untrusted environment. (1,078 words)
- [Anonymized Datasets Aren’t As Anonymous As You Think - Opaque](/content/resources/articles/anonymized-datasets-arent-as-anonymous-as-you-think.html): Anonymized Datasets Aren’t As Anonymous As You Think - Opaque (1,103 words)
- [Confidential AI: Data, Models, and Workflows](/content/resources/articles/announcing-opaqueprompts-hide-your-sensitive-data-from-llms.html): We make LLM privacy simple with OpaquePrompts, a tool that detects and redacts sensitive data so your prompts stay secure and compliant. (936 words)
- [Enhance LangChain privacy with OpaquePrompts - Opaque](/content/resources/articles/enhance-langchain-privacy-with-opaqueprompts/index.html): Enhance LangChain privacy with OpaquePrompts - Opaque (800 words)
- [Confidential Agents for RAG | AI Automation with OPAQUE](/content/confidential-agents-for-rag/index.html): We provide confidential agentic RAG pipelines that secure AI workflows, protect data, and scale across industries. Explore OPAQUE today. (1,477 words)
- [Governance-by-Design: The Missing Foundation for Enterprise AI Risk Management - OPAQUE](/content/resources/articles/governance-by-design-the-missing-foundation-for-enterprise-ai-risk-management.html): AI is reshaping enterprise risk. Discover why governance-by-design—not manual reviews—is the key to scalable, verifiable AI oversight. (870 words)
- [Beyond Microservices: How AI Agents Are Transforming Enterprise Architecture - Opaque](/content/resources/articles/beyond-microservices-how-ai-agents-are-transforming-enterprise-architecture.html): Beyond Microservices: How AI Agents Are Transforming Enterprise Architecture - Opaque (730 words)
- [GuardRail OSS: Open Source for Responsible AI - Opaque](/content/resources/articles/guardrail-oss-open-source-for-responsible-ai/index.html): GuardRail OSS is an open source framework for responsible AI. Add guardrails for bias mitigation, sentiment analysis, and compliance. Explore the project today. (690 words)
- [Honored to join Opaque Systems as CEO - Opaque](/content/resources/articles/honored-to-join-opaque-systems-as-ceo/index.html): As someone who's passionate about the Data/AI privacy space, I'm honored to join Opaque Systems as it revolutionizes the privacy landscape. (818 words)
- [How ServiceNow Cut Commission Inquiry Times from Days to Seconds with OPAQUE’s Confidential AI Platform - OPAQUE](/content/resources/articles/how-servicenow-cut-commission-inquiry-times-from-days-to-seconds-with-opaques-confidential-ai-platform.html): ServiceNow cut commission inquiry times from 4 days to 8 seconds with OPAQUE’s Confidential AI on Azure—fast, secure, and compliant. (703 words)
- [Accenture Invests in OPAQUE to Advance Confidential AI and Data Solutions - OPAQUE](/content/resources/articles/accenture-invests-in-opaque-to-advance-confidential-ai-and-data-solutions.html): Accenture Invests in OPAQUE to Advance Confidential AI and Data Solutions - OPAQUE (741 words)
- [ACM Awards Raluca Ada Popa the Grace Murray Hopper Award - Opaque](/content/resources/articles/acm-awards-raluca-ada-popa-2021-grace-murray-hopper-award.html): July 26, 2022 - ACM, the world’s largest computing society, awards Raluca Ada Popa’s pioneering research the 2021 Grace Murray Hopper Award. (629 words)
- [Confidential AI for Multi-Agent Workflows](/content/resources/articles/expanding-the-possibilities-of-confidential-ai-introducing-compound-ai-for-agents.html): Deploy secure multi-agent workflows with Confidential AI. Keep sensitive data private while scaling innovation. Request a demo today. (426 words)
- [Empowering AI with Confidentiality: The Next Frontier in Data Privacy - Opaque](/content/resources/articles/empowering-ai-with-confidentiality-the-next-frontier-in-data-privacy.html): Empowering AI with Confidentiality: The Next Frontier in Data Privacy - Opaque (357 words)
- [Confidential RAG for Insurance Auditing - OPAQUE](/content/resources/articles/confidential-rag-for-insurance-auditing/index.html): OPAQUE Confidential RAG streamlines insurance audits with secure AI—mitigate risks and ensure compliance with encrypted data and verifiable audit logs. (543 words)
- [Introducing AI Confidential, Opaque’s New Podcast - Opaque](/content/resources/articles/introducing-ai-confidential-opaques-new-podcast/index.html): Introducing AI Confidential, Opaque’s New Podcast - Opaque (470 words)
- [Confidential Agentic AI in Action: HR RAG Pipelines | OPAQUE](/content/resources/articles/demonstrating-secure-confidential-ai-for-hr-agentic-experiences.html): Our confidential agentic AI platform enables safe, compliant HR workflows. Run secure RAG pipelines on sensitive data. Explore the demo now. (430 words)
- [Data Masking Is Dead: What’s Next? - Opaque](/content/resources/articles/data-masking-is-dead-whats-next/index.html): Data Masking Is Dead: What’s Next? - Opaque (891 words)
- [DORA Compliance for Financial Institutions - Opaque](/content/resources/articles/dora-compliance-for-financial-institutions/index.html): DORA Compliance for Financial Institutions - Opaque (617 words)
- [Come join the most innovative team in confidential computing - Opaque](/content/resources/articles/come-join-the-most-innovative-team-in-confidential-computing.html): Opaque is building a team to transform the computing landscape. Join us as we enable collaborative analytics and AI on confidential data. (601 words)
- [Opaque Unveils the First and Only Confidential AI Platform for Running AI Workloads on Encrypted Data - Opaque](/content/resources/articles/opaque-unveils-the-first-and-only-platform-for-running-ai-workloads-on-encrypted-data.html): Opaque Unveils the First and Only Confidential AI Platform for Running AI Workloads on Encrypted Data - Opaque (647 words)
- [5 Ways to DORA-Proof Your Business With Confidential AI - Opaque](/content/resources/articles/5-ways-to-dora-proof-your-business-with-confidential-ai.html): 5 Ways to DORA-Proof Your Business With Confidential AI - Opaque (828 words)
- [AI and Confidential Computing: A Virtuous Cycle of Value and Innovation - Opaque](/content/resources/articles/ai-and-confidential-computing-a-virtuous-cycle-of-value-and-innovation.html): AI and Confidential Computing: A Virtuous Cycle of Value and Innovation - Opaque (599 words)
- [Realizing the potential of confidential AI - Opaque](/content/resources/articles/charting-the-way-to-realizing-the-potential-of-confidential-ai.html): Opaque closed its Series A funding, continuing the company's work to serve the market demand for confidential AI and collaborative analytics. (740 words)
- [Confidential Agentic RAG at Scale with NVIDIA AI](/content/resources/articles/confidential-ai-unlocks-sensitive-data-on-microsoft-azure-with-nvidia-ai-and-accelerated-computing.html): We partner with Microsoft and NVIDIA to deliver Confidential AI that preserves privacy and sovereignty. See how to scale AI securely. Request a demo. (909 words)
- [AI Regulations Demand Proof, Not Policies - OPAQUE](/content/resources/articles/every-major-ai-regulation-has-one-thing-in-common-most-organizations-are-caught-flat-footed.html): AI regulations now require proof of data handling—not policies. See why most teams are unprepared and what compliance really demands. (334 words)
- [Breaking Down AI Barriers: Securely Unlocking Enterprise Data with OPAQUE - OPAQUE](/content/resources/articles/breaking-down-ai-barriers-securely-unlocking-enterprise-data-with-opaque.html): Unlock AI for sensitive enterprise data with OPAQUE’s Confidential AI—featuring encryption, attested models, and audit logs for secure, compliant workflows. (387 words)
- [Bridging the Gap: Hyperscalers and Verifiable Data Privacy with Opaque, Confidential AI Platform - Opaque](/content/resources/articles/bridging-the-gap-hyperscalers-and-verifiable-data-privacy-with-opaque-confidential-ai-platform.html): Bridging the Gap: Hyperscalers and Verifiable Data Privacy with Opaque, Confidential AI Platform - Opaque (452 words)
- [Agentic AI is Here—But Can It Monetize Your Data? - OPAQUE](/content/resources/articles/agentic-ai-is-here-but-can-it-monetize-your-data/index.html): Agentic AI is Here—But Can It Monetize Your Data? - OPAQUE (192 words)
- [Confidential Data and AI Insights | Opaque](/content/resources/index.html): Stay ahead of the curve and informed about the latest developments, trends, and insights shaping the confidential data and AI landscape. (3,591 words)

## About Pages

- [About OPAQUE | The Confidential AI Company](/content/about/index.html): Learn about OPAQUE, the Confidential AI company building the trust layer for AI with hardware-enforced governance and independently verifiable proof. (1,644 words)

## Resources

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