Socure believes that fair and equitable identity verification and fraud assessment should be a requirement of every identity solution provider in the marketplace. We apply these principles to each machine learning model solution created at the company, from start to finish. That means our approach persists from feature selection through entity resolution, as well as for investments we make in the data used to generate our best-in-class solutions. Ultimately, we aim to drive the accurate automation of 100% of all identity-related compliance and fraud management decisions made online, regardless of race, gender, age, ethnicity, or socioeconomic status.