Apheris

Apheris powers federated, privacy-first life sciences data networks that securely connect proprietary data while preserving IP. It enables running state-of-the-art co-folding and drug-discovery models within customers' own environments, benchmarking on in-house data, and governance-enabled collaboration across partners. The platform includes ApherisFold for local inference and fine-tuning, and the Apheris Gateway for granular data privacy controls and model IP protection.

• Federated data networks for life sciences
• ApherisFold: secure co-folding models (e.g., OpenFold3, Boltz-2) in customers’ environments
• Local benchmarking and fine-tuning on private datasets
• GUI-based outputs with API/integration options
• Governance, access controls, and data privacy at the data/model level
• Federated collaboration across networks (ADMET, AISB)
• Data formats support: SMILES, InChI, proteomics, metabolomics, imaging (DICOM, TIFF, OMOP)
• Auditability and compliance logging
• Registry/API for integrating custom ML pipelines and workflows
• Secure, end-to-end deployment with on-prem/in-house data stays within customer boundaries

• Protects IP and data confidentiality while enabling collaboration across biopharma partners
• Improves model accuracy and generalizability by enabling training on diverse distributed datasets
• Enterprise-grade security, governance, and auditable workflows
• Enables end-to-end drug discovery workflows from data access to model deployment
• Flexible deployment options (federated, on-prem, or privacy-preserving cloud setups) with model/IP protection

Pricing available on request; contact Apheris for enterprise quotes.