A

    Apheris

    A federated data platform for secure, collaborative AI and ML workflows across decentralized datasets without moving sensitive data.

    DEGermany·Founded 2019
    Headquarters
    🇩🇪Germany
    Data Hosting
    Self-hosted
    Structure
    Independent
    Compliance
    ▣GDPR◆EU HQ▦EU Data

    Apheris key facts

    Last updated
    Legal entity
    Apheris GmbH
    Headquarters
    Germany (DE)
    Ownership
    Independent
    Founded
    2019
    Data hosting
    Self-hosted
    Infrastructure
    Self-hosted/Customer-controlled (Decentralized)
    Open source
    No
    US Cloud Act exposure
    Low (no US parent)
    Replaces
    Owkin, Google Cloud Vertex AI (Federated Learning), NVIDIA Flare

    About Apheris

    Apheris provides a secure federated data platform designed for enterprises in highly regulated industries such as life sciences, healthcare, and manufacturing. The technology allows organizations to collaborate on data and train AI/ML models without ever sharing or moving the raw data. By keeping data local within the owner's secure environment, Apheris solves the tension between data privacy/IP protection and the need for large-scale data to train effective AI. The platform focuses on 'Governed Federation,' providing technical and legal frameworks that ensure all participants maintain full control over their data while reaping the benefits of collective insights. This approach is particularly relevant for applications like genomics research, rare disease understanding, and industrial AI where data is siloed and sensitive. Apheris is headquartered in Berlin and emphasizes a 'privacy-by-design' architecture that aligns with European data sovereignty values.

    Alternative to

    Hosting & Security

    Infrastructure

    Self-hosted/Customer-controlled (Decentralized)

    Key Features

    Federated Machine Learning
    Governed data federation
    Privacy-preserving data access
    IP protection for models and data
    Cross-organizational AI collaboration
    Regulatory compliance workflows
    Local data residency enforcement

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