Skip to content

Welcome to Opaque

Opaque is a confidential AI platform that enables you to unlock insights from sensitive data without jeopardizing privacy, compliance, and security requirements. Built on confidential computing, Opaque leverages hardware-backed security to protect sensitive data throughout its lifecycle—at rest, in transit, and during processing. Not even Opaque can access the data, ensuring complete privacy while enabling secure collaboration.

What you can do with Opaque

With Opaque, you can:

  • Provision and encrypt data in a secure cloud environment while maintaining full control over access.
  • Run analytics and AI workloads on encrypted data using Python and Spark, without exposing raw data.
  • Control access to encrypted datasets and collaborate securely across teams and partners.
  • Ensure compliance with cryptographic audit logs that track all activity.

Who should use Opaque

Opaque is built for teams deploying AI on sensitive data. It enables secure, policy-governed machine learning and analytics without compromising privacy, making it ideal for:

  • ML engineers and data scientists who need to train and fine-tune models on sensitive datasets—without ever exposing raw data.
  • Compliance officers, data stewards, and security teams responsible for enforcing privacy regulations while maintaining auditable controls over how data is shared and how AI workloads access it.
  • AI platform teams and security engineers who need to integrate privacy-preserving computation and automated policy enforcement into production pipelines.
  • Business leaders and product owners seeking to unlock AI-driven insights from restricted datasets while staying fully compliant and minimizing risk.

Opaque is particularly valuable in regulated and high-sensitivity environments—such as healthcare, financial services, government, and enterprise AI—where innovation depends on governed access to private or proprietary data.

Next steps