Opaque provides a confidential computing platform that enables organizations to analyze encrypted data in the cloud without compromising privacy. By leveraging cryptographic techniques, Opaque allows businesses to unlock sensitive data for AI workloads while ensuring compliance with data protection regulations.
Funding
$31.5M raised to dateRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.
FRCTV+1Founders
Product
Problem
Organizations face challenges in leveraging sensitive data for AI and analytics due to privacy regulations, data silos, and the risk of exposing confidential information. Traditional methods like data anonymization and masking are often insufficient to fully protect data while still enabling meaningful insights. This limits the ability to develop and deploy AI models that could improve business outcomes.
Solution
Opaque provides a confidential AI platform that allows organizations to securely analyze encrypted data in the cloud without compromising privacy or data sovereignty. The platform leverages confidential computing techniques and a hardware root of trust to protect data in use, enabling AI workloads on sensitive datasets that were previously inaccessible. By eliminating the need for time-consuming data preparation tasks and manual access approvals, Opaque accelerates the deployment of AI projects and unlocks the value of previously siloed data. The platform supports popular AI languages and frameworks, allowing teams to extend existing workflows and securely combine datasets with cryptographic verification of privacy.
Target Audience
The primary target audience includes enterprises in regulated industries such as financial services, healthcare, and government, as well as organizations seeking to collaborate on sensitive data without compromising privacy.
Features
- Confidential Workspaces for secure data processing and analysis
- Confidential Training and Inference capabilities for building and deploying AI models on encrypted data
- Opaque Gateway with SDK for creating a confidential data pipeline and control plane for AI
- Support for popular AI languages and frameworks, including Python and Spark
- Hardware root of trust for enhanced security and verifiable data privacy
- Centralized data and AI platform for managing and protecting sensitive data
- Verifiable data privacy and sovereignty through confidential computing techniques