Data Cleanroom
A secure data cleanroom where organizations jointly analyze shared datasets — powered by multi-party computation, with no raw data ever leaving its source.
Bring Your Own Data
Each participant contributes data that never leaves their own environment in the clear.
Multi-Party Computation
Joint queries run across encrypted inputs from multiple parties at once.
Verified Output Only
Only the agreed-upon result — a match, a score, an aggregate — is ever released.
How It Works
From separate datasets to one verified answer, in four steps
Contribute
Each party connects its own dataset — nothing is copied or centralized.
Encrypt & Isolate
Inputs stay encrypted and isolated within the cleanroom throughout.
Compute Jointly
The agreed query or model runs across all parties’ data at once.
Release Verified Output
Only the final, agreed-upon result is shared back out.
Where It's Used
Any time two or more parties need one answer, not each other's data
Threat Intelligence Sharing
Security teams jointly analyze indicators of compromise without exposing raw incident data.
Cross-Institution Fraud Detection
Banks and telcos correlate risk signals on shared bad actors without pooling customer data.
Joint Analytics & Reporting
Partners compute aggregate insights across datasets that can never be merged directly.