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.

Federated learning and data analytics that just works

Unleash your data experts

Your data scientists and analysts have the skills but are being held back by inaccessible data. Your data engineers spend too long building pipelines just to move data from one part of the business to another. There's a better way.

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Connect siloed datasets while preserving privacy and respecting commercial sensitivity.

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Go beyond linear regression and apply AI/ML to your hardest problems.

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No expensive, time-consuming data lift-and-shift

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Full compatibility with on-premise data. No cloud migration needed.

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Compatible with your organisation's IT firewalls

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Integrates with your existing technology stack

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Federated learning platform - unleash your experts
Federated learning platform - discover and evaluate data

Discover and evaluate

For data consumers, never worry about your data ROI again. For data owners, free your sales team from tedious negotiations about data samples. Find valuable new datasets and evaluate their predictive power without any data changing hands, right within the Bitfount platform.

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

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Marketplace connecting data owners, data scientists and problem-owners

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No centralised and vulnerable datastore

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

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License, analyse and train

We work hard to make it easy for you to get up and running, whatever your level of technical expertise.

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Out-of-the-box support for federated learning, differential privacy and other advanced privacy-preserving techniques.

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For data owners: monetise and distribute your datasets while maintaining granular, time-bound control of your data. Learn more →

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For AI-powered products: Use the Bitfount SDK to train your models across all your customers’ data, both on-prem and in the cloud. Learn more about the Bitfount SDK →

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Support for tabular and image data (text and audio coming soon)

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Federated learning platform - train and analyse data
Federated learning platform - Bitfount Alliance consortium

Data consortia

No more watered-down consortia limited by data sharing restrictions and technical barriers. Make full use of you and your partners' collective data resources to enable deeper, more reliable, faster insights.

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Industry partnerships which work for all participants

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No centralised and vulnerable datastore

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

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SaaS platform and easy-to-use developer tools

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Single Sign-On (SSO) as standard

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Bitfount handles all fully-encrypted orchestration

Best-in-class developer experience

All of the things you need. None of the things you don't.

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Turnkey setup. Get up and running in minutes not days.

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Simple Python API (also available as Docker image)

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SaaS platform for data discovery, access control, account administration and more.

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Bitfount handles all fully-encrypted orchestration. Zero trust needed.

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Comprehensive user-friendly documentation

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Federated learning platform - code example and SaaS

Private-by-design federated architecture.

Out-of-the-box support for federated learning, differential privacy and other advanced privacy-preserving techniques.

Makes evaluating new datasets painless.

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

Plays nice with your existing stack.

Our managed service and simple Python interface let you easily integrate federated analyses and training into your existing code.

On-prem SDK


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