A full stack federated platform

Collaborate seamlessly across cloud, multi-cloud and on-prem infrastructures. Simple data integration, access controls, audit tools and immediate insights.

Collaborative insight

Generate collective insights and AI/ML algorithms across silos without sharing sensitive data.

Business Intelligence
Data science
Statistical analysis
Custom algorithms

Governance & security

Generate collective insights and AI/ML algorithms across silos without sharing sensitive data.

Role-based access controls
Usage-based access controls
Full audit trail
Zero-trust architecture

Privacy controls

Generate collective insights and AI/ML algorithms across silos without sharing sensitive data.

Federated learning/inference
Federated analytics
Differential privacy
Secure multi-party computation

Data integration

Generate collective insights and AI/ML algorithms across silos without sharing sensitive data.

What is federated data science and AI?

Data collaborations without data sharing

Federated data science sends AI and other algorithms to data, instead of the other way around. Data stays behind its custodian's firewall at all times.

From accelerating clinical trials to fighting financial crime. Set up a federated AI and analytics network, customise with additional privacy-enhancing technologies (PETs) out of the box, and let your team focus on insights and innovation instead of bureaucracy.

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Bitfount Desktop

The power of Bitfount in a beautiful user-friendly desktop application. No coding knowledge required.

  • Install, connect data and start analysing in minutes
  • Set up, manage and participate in collaborative projects
  • Wide variety of pre-configured, customisable task templates
  • Analysis results available locally in CSV and PDF formats
  • Available for Windows and Mac

Bitfount SDK

Designed from the ground up to provide the best developer experience for  federated AI and data science.

  • Get started in minutes:pip install bitfount
  • Full documentation with guides, interactive tutorials and detailed technical docs
  • Source-readable for transparency and trust
  • Plugin architecture for custom data sources, algorithms and protocols
  • Docker image available for flexible deployment

Bitfount Hub

The cloud control centre for your federated data collaborations. Create, manage and monitor projects from anywhere.

  • SaaS platform including project creation and management
  • Dataset-, model- and task template discovery
  • Administer role-based access controls to internal or external users
  • Audit trail, API key management, user admin and more

Get started for free

Create your first federated project now or get in touch to book a demo