Startup Clearbox AI creates synthetic data to train artificial intelligence, introducing a more privacy-conscious approach to algorithm development processes.
The PoC aims to facilitate the sharing of synthetic data with Company partners and to implement testing processes through the creation of a sandbox.
The solution offers a method to anonymize personal data without having to resort to techniques that sacrifice information such as aggregation, binning and masking.
Furthermore, the targeted generation of synthetic data makes it possible to mitigate problems related to the training of Machine Learning models, such as aspects of bias and fairness described in the recent AI act.
