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Apheris Compute Gateway

Collaborate on distributed data in a secure, governed and private setup.

Governed, private and secure federation.
Enterprise-ready.

The Apheris Compute Gateway is a lightweight software agent that is installed next to where valuable data resides.


checkmark Securely connect to data that is distributed over boundaries. Data never moves.

checkmark Safely build models ranging from statistical queries to deep learning. All through a unified programmatic interface native with standard OSS tooling.

checkmark Govern, control and trace at the computational level.

How it works

A Computational Handshake

Ensure data privacy with granular control over who can do what. Tailor permissions to optimize the tradeoff between data utility and privacy.

Using federation to safely connect data for analytics and ML

Computational governance

checkmark Data never moves

checkmark Control who can do what with which data, at the computational level

checkmark Full audit trail and logging capability

Seamless data science experience

checkmark Native integration of Open Source federation engines and standard ML tooling

checkmark Catalogue of pre-canned federated models from stats to deep learning + flexibility to define your own models via a programmatic interface

checkmark Connect any data type. Run any model.

Secure and enterprise grade

checkmark Low footprint and trusted deployment

checkmark Security and privacy baked in, end-to-end

checkmark Automated resource provisioning and deployment

Secure and private by design

checkmark Secure-by-design architecture

checkmark Logging & Monitoring

checkmark Network Security

checkmark Role-based access control

checkmark Homomorphic Encryption

checkmark Differential Privacy

checkmark Rounded & bounded privacy

checkmark Confidential computing

Embedded in the tech ecosystem

"Safeguarding sensitive hospital data is critical to ensure patient privacy and data security. Integrating NVIDIA FLARE with Apheris 3.0’s governance, security and privacy capabilities unlocks new possibilities to make a difference in healthcare and beyond.”

Holger Roth, Principal Federated Learning Scientist
NVIDIA

Want to collaborate on distributed data?

Learn how to foster collaboration in a secure, private and compliant way. Talk to us about governed data access for analytics and ML.