The Apheris Compute Gateway to productize sensitive data
Seamlessly installed alongside your data. Data never moves. Data is never directly accessible.
Control, supervise, and track all aspects of computations on your data. Automatically evaluate incoming compute requests. Adjust privacy and security properties to your use case and oversee released results.
Control, supervise, and track all aspects of computations on your data. Automatically evaluate incoming compute requests. Adjust privacy and security properties to your use case and oversee released results.
Insights from data across boundaries
Data never moves
Always in full control
Connect any ML workflow
Governance, security and privacy in one package.
Connect any data to any workflow
Allow secure and privacy-preserving insights from any data type. Integrate easily with any machine learning and analytics workflow.
Granular policies safeguard your data
Automatically apply asset policies for full computational governance. Define permissions down to the computational level and easily adjust your policies to new requirements through an intuitive UI.
Data discovered and understood safely
Enable trusted users to view metadata of your datasets. Upload and expose synthetic discovery data to facilitate understanding data structure without compromising on privacy.
Human-in-the-loop or fully automated
Inspect received compute requests against your data asset policies. Automate compute job execution already in compliance with your requirements.
Security ensured. Privacy preserved.
Secure-by-design architecture
Encryption at rest & in transit
Logging & Monitoring
Network Security
No ingress
Role-based access control
Federated Learning
Federated Statistics
Computational Governance
Homomorphic Encryption
Differential Privacy
Noise, rounded & bounded privacy
Designed with privacy and security as the foundation
Seamlessly connect any ML workflow
Specify computational requirements such as compute resources, datasets and ML models with any standard workflow and send it off for training.
ML models trained in full compliance
Ready-made model implementations automatically reviewed for privacy, security and governance.
Understand model-specific security and privacy risks and configure best safeguards.
Understand model-specific security and privacy risks and configure best safeguards.
Apheris Trust Center
Apheris fosters trusted collaborations for you and your customers.
Assess Apheris security certifications, fortified architecture and third party pentests. Get access to exclusive guides supporting your privacy and compliance efforts.
Apheris Trust Center.
Assess Apheris security certifications, fortified architecture and third party pentests. Get access to exclusive guides supporting your privacy and compliance efforts.
Apheris Trust Center.
Comply with local regulations. Scale across use cases.
Use the flexibility of the Apheris Compute Gateway to scale across organizational, geographical and legal boundaries.
Generate value with your sensitive data in a simple, secure and powerful way.
Generate value with your sensitive data in a simple, secure and powerful way.
Manufacturing
"With Apheris, we found the perfect partner for exploring privacy preserving data analytics and optimization along the value chain with our customers."
Christian Winkler, Director Global Infinergy Operations BASF
A gateway to data collaboration
Want to learn more about how Apheris can enable your path to governed, private, secure ML?