Any company scaling its abilities to operate globally will appreciate that "growing pains" usually evolve into new issues, which may best described as "maintaining pains." One of the most high-profile "maintaining" pains is the threat of a data breach, particularly for technology companies that are rich in personal data, such as companies developing artificial intelligence algorithms, due to the large amount of data necessary to train the model.