Ensuring the accuracy and consistency of data from recording to retrieval is crucial in computing. However, organizations must look beyond the physical and logical aspects. In her TED Talk, O’Neill spoke about the necessity of a data integrity check in the context of fairness. Data scientists need to interrogate the data. They should account for human biases, according to her.