Opaque, The Confidential AI Platform

AI-powered insights with privacy, seamlessly integrated with your current infrastructure.

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Opaque empowers your team to securely unlock the value of sensitive data, enabling secure, collaborative AI and analytics while upholding the highest standards of privacy and compliance.

Accelerated data access with complete control for data owners

High-fidelity insights with robust data privacy

Verifiable privacy and compliance assurance

FEATURE

Data governance you control

Ensure complete ownership of your data by managing encryption keys, defining granular data access policies, and using approval workflows to control data use at every step.

FEATURE

End-to-end data protection

Achieve secure, scalable workloads with hardware-backed encryption that keeps sensitive data protected at all stages with minimal performance impact.

FEATURE

Built-in compliance

Gain full accountability with tamper-proof audit trails that track every data interaction, providing verifiable compliance across collaborative projects.

FEATURE

Simulation mode with synthetic data

Speed up development by using synthetic data that closely mimics your original datasets, enabling realistic testing without exposing sensitive information.

FEATURE

Multiparty collaboration

Share data across teams and silos for joint AI projects—including ML, LLMs, and analytics—while keeping data fully encrypted and protected, even from collaborators.

FEATURE

Seamless data and AI integration

Enhance your data infrastructure without reengineering by connecting directly to your data sources and using familiar tools like Python and Spark.

How Opaque Works

Explore the comprehensive architecture and advanced security features of Opaque's Confidential AI platform. Learn about platform components, deployment models, cryptographic protocols, and auditability features that enable secure multiparty collaboration and analytics on encrypted data.

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01

Connect
data

Easily connect encrypted data from multiple sources while retaining full control over your encryption keys. Your data remains completely private—protected from collaborators, Opaque, cloud providers, and even physical breaches of server hardware.

02

Apply data
Access Policies

Define precise column- and row-level policies to specify who can access specific data and for what purpose, allowing data owners to maintain fine-grained control over sensitive information.

03

Create collaborative
workspaces

Form secure, collaborative workspaces where teams can work on AI and analytics projects without exposing sensitive data. Collaborators can contribute data, build models, and analyze results, all while keeping the data fully encrypted and private.

04

Experiment with
synthetic data

Automatically generate high-quality synthetic data from your datasets for development and testing. This enables teams to build and refine AI workflows without exposing real data, ensuring privacy even while collaborating.

05

Run confidential
workloads

Execute data and AI workloads securely within Opaque’s hardware-based trusted execution environments (TEEs), ensuring full privacy from start to finish while delivering the performance needed for demanding AI projects.

06

Verify with a
cryptographic
audit trail

Maintain full transparency and compliance with a tamper-proof audit trail, cryptographically signed by the CPU/GPU. Every data interaction is fully traceable, providing visibility and control over your data’s journey and ensuring accountability for all activities.

Opaque Demos

Private Equity Demo

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Financial Forensics Demo

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Transform your business with Confidential AI

Harness sensitive data across silos while ensuring uncompromising privacy and regulatory compliance. Break through security barriers to accelerate your AI innovation. Seize the opportunity for secure, powerful analytics today.

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Connect data

Easily connect encrypted data from multiple sources while retaining full control over your encryption keys. Your data remains completely private—protected from collaborators, Opaque, cloud providers, and even physical breaches of server hardware.

Connect Data

Easily connect encrypted data from multiple sources while retaining full control over your encryption keys. Your data remains completely private—protected from collaborators, Opaque, cloud providers, and even physical breaches of server hardware.

Connect Data

Easily connect encrypted data from multiple sources while retaining full control over your encryption keys. Your data remains completely private—protected from collaborators, Opaque, cloud providers, and even physical breaches of server hardware.