Confidential Computing
Organizations hold data that becomes exponentially more valuable when combined — but privacy regulations, competitive concerns, and trust barriers prevent sharing. Our confidential computing platform lets multiple parties run joint analyses on their combined datasets while each party's raw data stays encrypted and invisible to everyone else, including us.
Key capabilities
Secure Data Rooms
Create virtual environments where multiple organizations contribute encrypted datasets to joint analyses. Each party defines access policies for its own data, and the platform enforces them cryptographically — not just contractually.
Encrypted Analytics
Run statistical queries, aggregations, and benchmarking across combined datasets without decrypting individual records. Participants receive computed results while the underlying data remains protected throughout.
Privacy-Preserving Machine Learning
Train and evaluate ML models on distributed datasets without centralizing the training data. Model accuracy benefits from broader data access while each data owner retains full control and custody.
Regulatory Sandboxes
Test new products, algorithms, or compliance models against real data in a controlled environment. Regulators and institutions collaborate on oversight without exposing protected customer information.
Use cases
Healthcare Data Collaboration
Hospitals and research institutions run joint studies across patient populations without transferring medical records. Researchers access statistical power from combined cohorts while each institution meets HIPAA and GDPR obligations independently.
Supply Chain Risk Assessment
Manufacturers, logistics providers, and procurement teams assess shared supply chain risks by computing over combined data. Each organization contributes inventory, pricing, or sourcing data without exposing it to partners or competitors.
Financial Benchmarking
Banks and insurers compare portfolio performance, risk exposure, or pricing models against industry aggregates. Each institution learns where it stands relative to peers without revealing its proprietary positions.
Ready to explore Confidential Computing?
Book a demo to see how this solution works for your organization.