Bitfount integrates seamlessly with Trusted Research Environments (TRE) or Secure Data Environments (SDE) to ensure governance requirements are met without limiting data utility. Easy to integrate, with strong support for all Five Safes.
Built in support for a range of privacy-enhancing technologies including:
Easily mix and match to achieve the desired privacy guarantees.
Full access to data is unnecessary, and fully-manual disclosure control doesn't scale. Bitfount's role-based usage controls allow you to minimise data exposure while meeting research needs and retaining full a full audit trail of access requests and analyses performed.
Before connecting your data, apply optional pseudonymisation transformations such as redacting, replacing or encrypting names, dates, phone numbers, addresses and other personally identifiable information (PII)
Bitfount supports all standard tabular and imagining data formats out of the box, as well as relational databases, DICOM images and some EHR systems. Plugin architecture enables easy integration with legacy or proprietary systems and data formats.
Distribute analyses to be run across multiple federated environments in order to see the big picture and increase statistical power. Bitfount acts as a unifying connective tissue to unlock interoperability across disparate technical infrastructures.
In addition to support for standard statistical analyses and regressions, Bitfount has built-in support for training and deploying the latest AI/ML algorithms to drive innovative use-cases.
Bitfount's process for connecting datasets and assigning privacy-preserving policies ensure researchers only have access to the appropriate data and cannot reasonably re-identify patients or citizens. Raw data is never accessible, and built-in pseudonymisation can be applied.
Data controllers have complete authority over who executes against what data for which purposes. Researchers are unable to perform use cases which are not in the scope of the projects you've approved for them.
Bitfount's privacy-enhancing technologies (PET) and access controls minimise the chances of unauthorised or unsafe data usage by researchers. Integration with the TRE's identity provider enables strong authentication.
Bitfount's built in privacy-, governance- and security features provide additional layers of safety to the TRE/SDE facility's own infrastructure.
Usage controls constrain the nature of permissible analysis outputs. For additional peace of mind, enforce manual disclosure controls to allow manual inspection of outputs prior to their release.