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Federated privacy-preserving data collaborations



UNLOCK THE POWER OF FEDERATED DATA SCIENCE AND AI



Bitfount is the complete platform for enterprise-grade, privacy-preserving,
compliant data collaborations without any data sharing.



Get started for freeBook a demo

Some of our partners

What is federated data science?Why federated data science?Why Bitfount?Use-cases
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.


Learn More



DATA CUSTODIANS

Connect a dataset to the Bitfount network in minutes, join a project, run tasks
yourself or grant usage permissions to your collaborators. No code or data
sharing required.


Download the desktop app


PROJECT COORDINATORS

Set up a collaborative project using either 3rd-party AI models and algorithms
or your own. Invite data custodians and start generating insights immediately
and safely.


Sign up and create your first project


ALGORITHM DEVELOPERS

Upload your custom models to be used in others' projects or your own.
Project-by-project access controls ensure your model is only used where you want
it to be.


Install the python SDK

Why federated data science and AI?



BRIDGE THE GAP BETWEEN SENSITIVE DATA AND INSIGHT


Safely tap into sensitive data
Evaluate partnerships
Mobilise consortia
Put your data assets to work
Tap into datasets



SHAREABLE DATA IS JUST THE TIP OF THE ICEBERG

The vast majority of data goes unused, usually because it can't be shared
externally. Now there's a better way.

 * Use sensitive data without putting individual privacy at risk
 * Data analytics and AI without physical data transfer
 * Use previously-unavailable data for AI training and deployment

Get started for freeBook a demo

Evaluate partnerships



LOOK BEFORE YOU LEAP

Break the chicken-and-egg stalemate of data partnerships by precisely
understanding ROI without months of up-front negotiation and contracting.

 * Validate data's value safely before any agreements are signed
 * Run risk-free partnership pilots
 * Compare suppliers without putting individual privacy at risk

Get started for freeBook a demo

Mobilise consortia



MORE THAN THE SUM OF THEIR PARTS

For successful consortia, make sure data teams aren't held back by barriers to
data access and that data custodians can safely benefit from the resulting
innovation.

 * Protect your consortium with strong governance controls
 * No complex, net-new infrastructure. No data lift-and-shifts
 * Ensure all parties receive the proper value for participation

Get started for freeBook a demo

Put data to work



REMOVE INTERNAL DATA ACCESS HURDLES

Whether breaking down internal data silos for cross-jurisdictional
collaboration, or monetising commercially sensitive data via a marketplace, let
your data safely tell its story.

 * Remove barriers to data access for internal teams, while controlling how
   employees leverage internal data
 * Advanced governance controls for audit and compliance
 * Built in privacy-enhancing technologies (PETs)

Get started for freeBook a demo


Why Bitfount?



BITFOUNT IS A UNIFIED PRIVACY SOLUTION


Enterprise-grade platform



BUILT FOR SMOOTH INTEGRATION AND COMPLIANCE

Get up and running fast. Comply with internal InfoSec, IT and privacy governance
controls and integrate with the tools and data formats you already use.

 * Connect to all common data formats and relational databases
 * Plugin architecture for connecting to proprietary data stores
 * SaaS Hub for governance controls, audit trail, admin and more
 * Support for OAuth and SAML user authentication
 * No incoming internet connections required
 * Secure by design with ISO27001 & HIPAA certifications and more
 * End-to-end encryption: Bitfount never sees your data or insights
 * Out-of-the-box support for federated learning, differential privacy, and
   other privacy-enhancing techniques (PETs)

Learn more about:
Bitfount for Clinical Trials
Bitfount for Data Partnerships

Multiple ways to deploy



UNIFIED, SCALABLE AND ACCESSIBLE TO ALL




BITFOUNT DESKTOP



The power of Bitfount in a desktop application. No coding knowledge required.


Learn More


BITFOUNT SDK



Integrate federated data science into your workflows. Open source and
extensible.


Learn More


BITFOUNT HUB



Manage and monitor your federated projects from the cloud. The Hub is the
central nervous system of your network.


Learn More


BEST-IN-CLASS DEVELOPER EXPERIENCE

Combining the best of open source, SaaS, on-prem and cloud in a single, scalable
platform.

 * Turnkey setup. Get up and running in minutes not days
 * Open source Python library (also available as Docker image)
 * Plugin architecture for custom data sources, algorithms & models
 * Support for AI and analytics use cases
 * Comprehensive user-friendly documentation

Learn more about:
Bitfount for Product Developers
Data Science and Analytics

Use cases



UNLOCK NEW POSSIBILITIES




CLINICAL TRIALS



Find more patients, in less time, with fewer screen fails using federated data
science and AI. From feasibility studies, to site selection to patient
pre-screening.


Learn more


HEALTHCARE & LIFE SCIENCES



Streamline multiple steps of the R&D lifecycle with federated data science, and
reduce the time new treatments take to reach patients.


Learn more


DATA PARTNERSHIPS



Test and roll out data partnerships protected by privacy-enhancing technologies
(PETs) and with no data transfer required.


Learn more


INTERNAL DATA COLLABORATION



Manage access and operational controls across teams without limiting your
employees' potential.


Learn more


TRUSTED RESEARCH ENVIRONMENTS



Research collaborations made easy with an AI and analytics platform adhering to
the Five Safes.


Learn more


PRODUCT DEVELOPMENT



Build your own privacy-preserving data platform powered by Bitfount, or federate
your AI across customers' data silos. All while keeping your data and IP safe.


Learn more


MAKE YOUR INTRACTABLE DATA INTERACTABLE



Get started for freeBook a demo



BITFOUNT AWARDED FUNDING TO TRANSFORM CLINICAL TRIALS WITH FEDERATED DATA
SCIENCE



Funding awarded to address one of the most broken parts of global healthcare
R&D: Clinical Trials.


Read now


USAGE-BASED ACCESS CONTROL POLICIES



The value of a dataset is determined by how it is actually used


Read now


ZERO-TRUST SECURITY FOR FEDERATED LEARNING & ANALYTICS



An explanation of how federated learning and zero-trust are compatible concepts.


Read now


ANNOUNCING BITFOUNT'S OPEN BETA LAUNCH



Bitfount is in public beta! Sign up for an account now


Read now


APPLICATIONS OF FEDERATED LEARNING IN HEALTHCARE IMAGING






Read now


BITFOUNT WINS AT COGX FOR BEST INNOVATION IN PHARMA



We are thrilled to announce that Bitfount has been honoured with the CogX 2023
Award for Best Innovation in Pharma!


Read now


BITFOUNT'S AIMS & ARCHITECTURE



How does Bitfount approach distributed data science with a novel architecture?
Learn more in this article.


Read now


THE FEDERATED DATA SCIENCE UNLOCK IN HEALTHCARE



PETs like federated data science can safely unlock the enormous value of
healthcare data for the benefit of patients.


Read now


BITFOUNT AWARDED FUNDING TO TRANSFORM CLINICAL TRIALS WITH FEDERATED DATA
SCIENCE



Funding awarded to address one of the most broken parts of global healthcare
R&D: Clinical Trials.


Read now


USAGE-BASED ACCESS CONTROL POLICIES



The value of a dataset is determined by how it is actually used


Read now


ZERO-TRUST SECURITY FOR FEDERATED LEARNING & ANALYTICS



An explanation of how federated learning and zero-trust are compatible concepts.


Read now


ANNOUNCING BITFOUNT'S OPEN BETA LAUNCH



Bitfount is in public beta! Sign up for an account now


Read now


APPLICATIONS OF FEDERATED LEARNING IN HEALTHCARE IMAGING






Read now


BITFOUNT WINS AT COGX FOR BEST INNOVATION IN PHARMA



We are thrilled to announce that Bitfount has been honoured with the CogX 2023
Award for Best Innovation in Pharma!


Read now


BITFOUNT'S AIMS & ARCHITECTURE



How does Bitfount approach distributed data science with a novel architecture?
Learn more in this article.


Read now


THE FEDERATED DATA SCIENCE UNLOCK IN HEALTHCARE



PETs like federated data science can safely unlock the enormous value of
healthcare data for the benefit of patients.


Read now
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PLATFORM

How It Works & How To DeployPlatform Architecture & SecurityData Privacy


SOLUTIONS

Healthcare & Life SciencesFinancial ServicesAcademic ResearchClinical TrialsData
PartnershipsInternal Data CollaborationTrusted Research EnvironmentsProduct
Development


COMPANY

CompanyCareersContactPartnershipsPricing


RESOURCES

GuidesAPI ReferenceGitHubCommunity ForumTutorialsBlogPETs ExplainedPrivacy
policy


PETS EXPLAINED

What are PETs?Federated Machine LearningFederated ML Model
EvaluationDifferential PrivacySecure Multi-Party ComputationHomomorphic
EncryptionTrusted Execution EnvironmentsSynthetic Data GenerationTokenization

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