Enable safe computational data access for ML

Data and insights across boundaries to build globally impactful solutions.

Trusted by our customers and partners


Collaborate with partners on data and AI to innovate on new medicines, diagnostics and evolve the practice of life sciences. Learn more about what we're doing in pharma.


Make healthcare data accessible and usable, without any risk of privacy breach, to help discover new treatments and cure disease. Learn more about what we're doing in healthcare.


Collaborate across organizational boundaries, while keeping IP protected and leverage distributed datasets to increase efficiency along the manufacturing value chain. Learn more about what we're doing in manufacturing.

Use cases


Enable governed, private, secure computational access to data for ML. Make data accessible while remaining compliant. Learn more

AI for drug discovery

Enable your researchers with more accurate and generalizable predictive models. Increase efficiencies across every step of pharmaceutical research and development. Learn more

Medical imaging AI

AI-enabled imaging, diagnostics and workflow support previously thought impossible. Learn more


Leverage field data without moving or centralizing data. Keep data custodians in control of their data. Continuously improve algorithms, create new features, and deliver them to customers faster than ever. Learn more

Conversational AI

Power your conversational AI models with unique access to sensitive customer data. Learn more

Risk management & modelling

Leverage datasets from multiple organizations or subsidiaries to determine risk patterns, reduce market frictions, or calculate more accurate prices. Learn more

Private, secure, governed ML

Don't see your use case here? Get in touch to find out how Apheris can help you safely productize sensitive data or implement federated learning and analytics in your organization.

We're creating globally impactful solutions, together.


"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