Applicant Tracking Systems have made hiring easier to manage, but they still rely on incomplete résumés and inconsistent data. LERs, talent passports, and contextual evidence can help employers understand candidates more fully while preserving human judgment and candidate agency.
AI and data standards can make skills-based hiring more structured, portable, and transparent—but they cannot make it fair on their own. Learn how human context, evidence, agency, and accountable judgment complete the system.