Product

Our Enterprise Solution

Discover how our synthetic data solution works and how it can match your business needs.

With Clearbox AI Enterprise Solution, you will be able to enjoy the benefits of high-quality structured synthetic data generated by our proprietary Data Engine.

Our Data Engine is a fully dockerized solution. You can install it on-prem or on the cloud. We designed it to be a turnkey solution for your company's needs. It means that you can start generating data immediately without needing coding expertise. You can generate synthetic data from a structured data source, such as data coming from a SQL database. The Enterprise Solution supports relational databases, DateTime, location, and sequential data.

Architecture

Data connectors are responsible for ingesting and injecting data within an existing infrastructure.
The data profiling and preparation step creates the dataset documentation and data tests. This information increases the quality of the synthetic dataset.
The Data Engine is the module that generates synthetic data. We use an automated machine learning approach to find the best architecture for each generation task.
Synthetic Data is fictitious data artificially generated that incorporates the statistical properties and distributions of the original data, thus resulting realistic.
The reconstructor module takes care of storing the synthetic data in the exact schema as the original data source.
The quality reports contain the results of the evaluation tests performed on the synthetic data. The utility report describes how close the synthetic dataset is with respect to the original one in terms of statistical distributions. The privacy report contains a set of re-identification risk measures to ensure that the synthetic dataset is anonymous.

Our Technology

Our Data Engine builds on top of state-of-the-art generative AI models. Generative AI is an ongoing research field, and we make sure to implement the most recent developments to help your business with the most cutting-edge technology. The generative process follows an extensive automatic data profiling step which helps identify rules and constraints that need to propagate to the synthetic output.
With our technology, you don’t need to be an expert in generative AI to produce artificial data. We constantly work to improve the automation of the whole pipeline for you to enjoy the power of synthesization seamlessly.

Try it yourself

For a quick proof-of-value and to better understand the contents of the evaluation reports, sign up to for free to our online demo.