An employer's screening process should be designed for its actual role and requirements. A short reading time, a neat layout or an impressive percentage does not establish that a person will perform well at work.
Define what the role requires, who is authorized to make decisions and what evidence supports the criteria and tools you plan to use. Check how missing information, errors and candidate questions will be handled. A written checklist or human review alone does not establish fairness or legal compliance.
Before relying on an automated assessment or score, determine what it measures and whether evidence supports the specific employment use. Review the relevant official guidance and your organization's approved process. This article does not certify a hiring workflow or recommend a universal 30-second rejection rule.
DigitalA.I.'s AI Resume Scorer provides feedback for people reviewing their own resume writing. Its writing grade is not presented as a validated measure of a person's ability, job performance or suitability for employment. Do not use that grade to rank, select or reject candidates. Review suggested wording against the original facts.
For writing feedback, see the AI Resume Scorer information page. For employment-process context, see EEOC Employment Tests and Selection Procedures and NYC DCWP Automated Employment Decision Tools guidance. Applicability depends on the actual tool and use; this page is not a compliance determination.