Why Choose Outliers
Secure, compliant, and powerful data collaboration that puts privacy first
Data Never Leaves Owner's Control
Outliers uses encryption to ensure your data stays in your environment — only insights are shared.
SMPC-Powered Computations
Our platform enables computations on encrypted data across multiple parties using secure multi-party computation.
Cross-Organization Collaboration
Work with external stakeholders without exposing your raw datasets, enabling new types of trust-based partnerships.
Regulatory Compliance
Outliers aligns with global and local data protection laws, making it easy to stay compliant while collaborating.
How It Works
Three simple steps to secure, privacy-preserving data collaboration
Upload Encrypted Data
You encrypt your data before uploading. It never leaves your control or becomes readable by others.
Run Computation Securely
Computation is performed using secure multi-party computation (SMPC), ensuring privacy throughout the process.
Receive Results
You receive aggregated insights or results; without exposing the underlying data to anyone.
Real-World Use Cases
See how organizations across industries are leveraging privacy-preserving data collaboration
Financial Inclusion
Enable credit scoring using mobile money and utility data — without exposing personal information or violating privacy.
Healthcare
Hospitals and researchers can collaborate on clinical data for research or public health without sharing patient-level data.
Marketing
Brands can pool anonymized insights across datasets to optimize campaigns — no raw consumer data exchanged.
Government & Security
Agencies can perform secure, cross-jurisdiction analysis while complying with strict data protection regulations.
Why Privacy Matters
Data is increasingly valuable — but sharing it exposes organizations to legal, ethical, and competitive risks. Without trust and privacy, collaboration is limited. Outliers enables safe data collaboration by rethinking how information is accessed, used, and protected.
Why Traditional Methods Fail
Raw data sharing increases exposure to breaches and misuse
Traditional anonymization techniques can be reverse-engineered
Centralized data aggregation violates data sovereignty and compliance
The SMPC Solution
Outliers uses technology that lets different organizations work together without exposing their private data. Each group keeps its information locked, while only the final result — like a score, flag, or decision — is shared. No one sees anyone else's data, not even us.
No Data Leaks
Fully Encrypted Process
Keep Control of Your Data