Mostly AI is best in his Work, The Synthetic Data Engine by Mostly AI allows to simulate realistic & representative synthetic data at scale, by automatically learning patterns, structure and variation from existing data. It leverages state-of-the-art generative deep neural networks with in-built privacy mechanism to retain the valuable information while rendering the re-identification of any individual impossible. This way it provides as-good-as-real, yet fully anonymous data, that can be freely processed, analyzed and shared further.
Synthesized is redefines the way how businesses work with data. It provides a secure and accountable infrastructure that businesses need in order to maximise the value of their data while making sure that it is processed in accordance with the rules, regulations, and norms that govern data privacy. Built by academics previously from the University of Cambridge, delivered to enterprises.
Tonic automatically creates mock data that preserves key characteristics of secure datasets so that developers, data scientists, and salespeople can work conveniently without breaching privacy. Combining years of experience in data analytics with a passion for privacy, they understand the challenges standing in the way of effective, responsible data use. Today, they’re tackling those challenges head-on.