PEOPLE & PRIVACY · Workflow idea

Help recruiters inspect role-related experience without letting a score decide who gets considered.

For authorized work involving applicant-submitted resumes, published role requirements, and proposed experience summaries, prepare a role-specific resume summary and questions for a recruiter to verify against the original application. Resumes contain personal information, extraction may be inaccurate, and fit scoring can amplify bias or exclude applicants unfairly. Explain use and retention, apply consistent job-related criteria, support accommodations and corrections, limit access, and require trained people to review original materials and make every hiring decision. Explain information use and retention, obtain required consent, respect source and reuse rights, verify important details, and keep external or consequential actions under human approval.