Introducing OpaquePrompts, a privacy layer for LLMs. Click to learn more!

Platform
- - - The Opaque Platform
      
      Opaque’s Confidential AI and Analytics Platform makes confidential data usable by enabling secure multi-party analytics and machine learning directly on encrypted data within enclaves and enables data clean rooms.
    - Platform Overview
  - - Collaborative Analytics & AI
      
      Perform collaborative analytics and ML on secured data and ensure that each party is only privy to their data and authorized insights.
    - Scalable Orchestration
      
      Automate scalable data processing across secure enclave clusters with granular monitoring and management.
    - Multi-Layered Security
      
      Secure data in hardware-based enclaves along with advanced cryptography layers and data-oblivious capabilities to protect data from access and exploits.
  - - Secure Data Sharing
      
      Enable multiple data owners to securely pool their encrypted data together in the cloud.
    - Policy Enforcement
      
      Govern data sharing, query execution, and with granular user access while adhering to compliance and regulation policies.
Solutions
- - - Solutions
      
      The Opaque Platform opens up the ability to perform collaborative scalable analytics while protecting data end-to-end and enabling organizations to comply with legal and regulatory mandates.
    - Solutions Overview
  - - By Use Case
      Data Sharing
      
      Data Clean Rooms
      
      Multi-Party Analytics
      
      AI & Machine Learning
  - - By Industry
      Manufacturing
      
      Finance
      
      AdTech
      
      Healthcare
      
      Insurance
      
      Other Industries
Community
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Company
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Multi-Party Collaborative Analytics and AI

Confidential Collaboration Process

Set up a consortium of participating teams or organizations and invite authorized users to the consortium

2. Create workspaces

Establish confidential collaborative workspaces across teams

3. Set policies

Set policies for data sharing, computation and collaborative analytics processing

4. Leverage APIs

Leverage Scala, SQL, and Python APIs provided by Spark

5. Run confidential analytics

Run Opaque’s confidential SQL-based analytics on the data; perform statistical analysis; or manipulate data

6. Execute queries, train models

Execute queries on encrypted data sets, join encrypted data sets, perform fuzzy join, train ML models and more, without ever exposing data across teams

7. Return encrypted results

Return encrypted results specific to each party leveraging REST API’s, CLI, cloud storage, cloud data platforms, databases

Collaborate without compromise.

See Opaque in action. Request a demo to see Opaque’s secure multi-party analytics & AI and Data Clean Rooms for use cases across AdTech, Finance, Insurance, Healthcare and more.