Human Resources

Sourcing, screening, scheduling, onboarding and workforce analytics. This is the category where the legal exposure is real: automated assessment of candidates is regulated in a growing number of jurisdictions and carries genuine bias risk. Nothing here should be deployed without someone accountable having read what it does and how it decides.