The backbone
for federated AI and
data collaboration

A federated privacy-preserving platform for solving data collaboration challenges. From discovering and evaluating third-party datasets to running data consortia, training advanced AI models, and much more.

The backbone
for federated AI and data collaboration

Bitfount is a powerful, flexible data collaboration platform built around federated learning and other advanced privacy-preserving techniques. Discover and evaluate third-party datasets, run data consortia, license and train advanced AI models, and more.

Private data collaboration
for the real world

Private-by-design federated architecture.

Raw data is never shared. Analysis comes to the data, not the other way round. Harness multiple federated datasets .

Slash the time and cost of evaluating new datasets.

Streamline decision-making with instant, privacy-preserving dataset evaluation. No more slow partial data samples.

Plays nice with your existing stack.

Simple, powerful Python interface lets you integrate federated analyses and model training into your existing code.

On-prem SDK


Train your ML models across all your customers’ data, both on-prem and in the cloud.

Experience the federated future

The current need to centralise data for machine learning and analysis stifles innovation and favours monopolies. The Bitfount platform is designed for large-scale and secure federated machine-learning and analytics.

No centralised and vulnerable datastore

Marketplace connecting data owners, data scientists and problem-owners

Unlocking the value of data that can't be shared in raw form

Data + algorithms

Data's value is inseparable from the way it's processed. Bitfount Pods (Processing on Data)™ give data owners control over both which data and which algorithms any given collaboration partner can use.

Outsights: Insights from out-of-sight data

Maintain granular, time-bound control of your data

Includes support for your custom ML models

Smooth, seamless set-up

We've worked hard to make it easy to get up and running without compromising on security.

SaaS platform and easy-to-use developer tools

SSO as standard

Bitfount handles all fully-encrypted orchestration