Breaking Down AI Barriers: Securely Unlocking Enterprise Data with OPAQUE

Breaking Down AI Barriers: Securely Unlocking Enterprise Data with Opaque

In today’s enterprise environment, there’s no shortage of enthusiasm around using AI to accelerate and improve work. From parsing massive PDFs to synthesizing insights across disparate data sources, the potential for AI to drive productivity is immense. But there’s a problem—one that every knowledge worker and innovation lead knows all too well.

The AI Roadblock: Security Concerns Around Sensitive Data

You’ve been there. You bring a high-impact use case to your security team:

“I want to use an LLM to analyze this 87-page internal report.”

Or: “Can I combine data from multiple secure sources to generate insights for this research initiative?”

Too often, the answer is “No.”

Security teams, rightfully cautious, are asking important questions:

• Will the LLM train on our data?
  
  
• Could the information be leaked?
  
  
• What guarantees do we have about how the model will behave?
  
  

These unknowns are enough to freeze progress—and kill promising AI projects before they begin.

Enter Opaque: Confidential AI for the Enterprise

At Opaque, we’re solving this exact problem. Our confidential AI platform enables enterprises to leverage the power of AI—without compromising on data privacy, governance, or compliance.

Here’s how it works:

• Encrypted Data Sources: When a data source is connected, it remains encrypted end-to-end. The data owner retains full control of the encryption keys—ensuring that no one else, not even the platform, can access raw data.
  
  
• Attested Models & Agents: All models and agents are registered, verified, and run in a secure environment built on trusted hardware. This ensures they only operate within clearly defined parameters.
  
  
• Verifiable Audit Logs: Every interaction is logged, backed by a hardware root of trust, and made tamper-proof. This allows third-party verification and satisfies even the most stringent compliance requirements.
  
  

From Months to Minutes: Unlocking AI Use Cases Safely

Instead of waiting months for a green light—or worse, sticking to manual processes—teams can now get to production fast. Security and compliance teams get full visibility and control. Business teams get the tools they need to move forward.

At Opaque, we’re making it possible to bring AI into the enterprise—securely, confidently, and with the urgency today’s business demands.