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Replica Analytics develops unique technologies for generating privacy protective synthetic data that maintains the statistical properties of real data. We enable fast and effective access to high utility data while meeting regulatory obligations. 

Core Solutions Offered

Replica Analytics provides solutions to generate synthetic data based on real datasets, and/or perform privacy assurance on the generated data, regardless of where and by whom the data was generated. To help clients understand how the data was generated and how privacy assurance was performed, Replica Analytics provides detailed reports describing the process and results.  

Built for Handling Complex Data

Responsive, Reliable and Trustworthy Synthetic Data

Experience in Research, Privacy, Data and Technology

Data Synthesis Solutions

  • Getting a real dataset from a client and using our machine learning tools and algorithms to generate a synthetic dataset for them
  • The process is largely automated – these synthetic datasets can be generated quickly and at scale
  • The ouputs are the synthetic dataset with a report documenting the utility characteristics of the data
  • Utility assessement takes into account all possible models that can be built from the data – provides a comprehensive assessement of utility under multiple realistic conditions

Privacy Assurance Solutions

  • Replica Analytics has the only complete privacy assurance model and process on the market today
  • Either Replica Analytics or another entity
    (e.g., the client themselves) has generated synthetic datasets
  • Replica Analytics receives the real and synthetic data and using their proprietary privacy assuance model, evaluates the privacy risks in the synthetic data
  • The output is a privacy assurance report

For more information on how Replica Analytics can support your data access and data sharing needs, please email