How We Keep Your Data Private
At Outliers, your data never leaves your control. We use Secure Multi-Party Computation (SMPC) to extract insights — without exposing the data itself.
What is Secure Multi-Party Computation (SMPC)?
SMPC is a cryptographic technique that allows multiple parties to compute a result — like a credit score or fraud risk — without ever revealing their private data to each other. Only the outcome is shared, not the inputs.
SMPC in Action
Data stays encrypted, only results are shared
Step-by-Step: How SMPC Works on Outliers
Our secure computation process ensures your data remains private while enabling powerful collaborative insights.
Prepare & Encrypt Your Data
Data stays in your system, fully encrypted before computation begins.
Distribute Computation
Our SMPC engine splits the task into fragments run across multiple parties.
Perform Privacy-Preserving Computation
Results are computed without revealing anyone's raw input.
Receive Insights, Not Raw Data
Only the final result is shared. Your original data is never exposed or stored.
Our Security Principles
Built on a foundation of cryptographic excellence and zero-trust architecture.
Zero-Trust by Design
Assumes all parties are untrusted — including Outliers — and designs accordingly.
End-to-End Encryption
Data remains encrypted at every stage: in transit, at rest, and during computation.
No Trusted Third Parties
Outliers never sees raw data — only encrypted fragments processed collaboratively.
Compute Without Exposure
SMPC ensures that insights can be shared without exposing underlying data.
Regulatory Alignment
Designed to meet the strictest global privacy standards and regional compliance rules.
Collaborative by Nature
Built to unlock value across organizations without requiring data to change hands.