Protopia AI’s solution is fundamentally different from data masking solutions in the market. We are not scanning the data to finding anything in particular to mask. For inference, our Stained Glass Factory™ software runs as an optimization step at the end of model training. This optimization step creates a Stained Glass Transform™ corresponding to the trained model. Using this Stained Glass Transform™, you will transform all data elements in each data record (both what may or may not have been masked by a masking solution) yet your model will be able to use that transformed data to make accurate predictions without needing to go back to the original data. In no part of this process does our software scan the data being used for predictions.