Our mission is to unleash the power of sensitive data
Our novel technology Pairrot takes a corporate data-set as input and produces a synthetic data-set as output, that exhibits the same statistical properties, unhinging it from any legal bond.
The current corporate landscape is characterized by an abundance of data. Companies in nearly all industries maintain large databases. With the advent of recent Artificial Intelligence (AI) and machine learning (ML) techniques, opportunities to gain important business insights arouse. However, corporate data is typically highly confidential, undermining the sharing with third parties, both due to legal and strategic reasons. This complications hinders companies from fully exploiting their data, being unable to freely relay on third-party specialists, and in many cases being even unable to share data across own departments.
For this reason here at Aindo we have developed a novel software named Pairrot.
Pairrot is based on the latest advancements in deep learning generative models. The software takes any tabular data-set as input and trains an ML generative model which becomes then capable of generating synthetic data that resembles the real one; retaining the same statistical properties but without containing any record from the original one. This generated data can be disclosed to third-party without breaching clients’ trust.
Despite it’s straight forward applicability as a Privacy and Compliance tool, Pairrot can address a broader range of issues such as data augmentation and mock data generation.
Notwithstanding it’s underlying complexity, it has been one of our primary objectives to make this technology as accessible as possible, by hiding all the complexity from the end user. This is why we are proud to announce that Pairrot can be used from anyone and no particular expertise is required.
Pairrot is currently available as an online App that does not require any installation nor familiarity with any of the systems it is composed of. For the more demanding and advanced users we will be shortly releasing Pairrot in the form of a Python library and a CLI (Command Line Interface) that will be available on a pay-per-license basis and deployable on the customer premises.
|This software is part of a project that has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 779790|