OPAQUE, the leader in Confidential AI, has launched OPAQUE Studio, a new LangGraph-based environment for building and deploying secure, verifiable AI agents. Now available on the OPAQUE Confidential AI Platform, Studio enables organizations to accelerate development with runtime-verifiable trust—a feature that provides privacy and compliance assurance before, during, and after execution.

The launch positions OPAQUE as the first company to deliver end-to-end privacy and policy compliance guarantees for enterprise-grade AI agents, setting a new standard for secure, production-ready AI deployment.

From Early Concept to Enterprise Mandate

Confidential AI has evolved from a niche concept to a boardroom priority within a year, gaining support from NVIDIA, AMD, Intel, Anthropic, and cloud providers including Google, Microsoft Azure, and AWS.

According to Gartner, confidential AI is becoming a foundational requirement for industries like finance, healthcare, and insurance. Enterprises unable to prove compliance in AI workflows, the report warns, could fall two years behind in adoption.

OPAQUE aims to close that gap. “A company’s most valuable asset is its proprietary data,” said Aaron Fulkerson, CEO of OPAQUE. “With OPAQUE, enterprises can safely harness their sensitive data to fuel AI—knowing privacy and compliance are verifiable, not just promised.”

Solving the Privacy Problem in AI

Traditional security tools—like Identity and Access Management—aren’t built for AI agents executing probabilistic code. They fail to prevent data exposure during runtime.

OPAQUE’s Confidential AI Platform addresses this by combining secure execution environments with policy-based controls that verify data isolation and compliance in real time. The result: enterprises can finally deploy AI agents trained on sensitive, proprietary data without risking leaks or breaches.

Key components include:

• OPAQUE Studio: A LangGraph-based, drag-and-drop workspace for creating confidential AI agents. Developers can enforce data access policies, integrate enterprise systems, and quickly move from prototype to production.

• OPAQUE Confidential Runtime: A hardware-attested engine that provides cryptographic privacy enforcement, runtime encryption, and post-execution audit logs for compliance verification.

Together, these components deliver:

• 4–5x faster AI deployment with verifiable compliance

• 67% cost reduction in production workloads

• Up to 99% accuracy improvement by safely grounding AI in sensitive data

A Partnership for Scalable, Trustworthy AI

“We built LangGraph to help developers design structured multi-agent systems,” said Harrison Chase, co-founder and CEO of LangChain. “Integrating with OPAQUE adds a layer of privacy and runtime trust—essential for teams working with sensitive data.”

OPAQUE’s customer and partner ecosystem already spans ServiceNow, Accenture, Encore Capital, Bloomfilter, RiskStream, and Anthropic. Early adopters across financial services, insurance, and software are leveraging OPAQUE to transform operations through confidential AI copilots and secure document analysis.

The Future of Confidential, Verifiable AI

OPAQUE’s approach represents the next step in AI evolution—where security, transparency, and scalability converge. By giving enterprises verifiable proof of compliance and privacy, OPAQUE transforms AI from a compliance risk into a competitive advantage.

In a world where data is both the engine and the liability of AI, OPAQUE Studio offers something rare: trust you can prove.

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