Identity management uses AI at scale for document authentication, identity verification and KYC (know your customer) due diligence. Underlying algorithms used by many facial recognition, biometric systems and new COVID age surveillance technologies are susceptible to demographic, gender, age and race bias.

These companies offer products and/or services that help businesses reduce bias commonly found in 3rd party data sets, monitor algorithmic training processes, facilitate explainable AI outcomes and ensure GDPR compliant imagery.

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