AI recruiting should make review more consistent

AI talent acquisition is most useful when it creates a consistent first pass across applicants. It can extract skills, summarize experience, identify gaps, and prepare questions for recruiters or hiring managers — without making the final hiring decision for them.

What to automate first

Start with resume summaries, scorecard alignment, shortlist preparation, and follow-up coordination. These areas reduce manual sorting while keeping the hiring team in control of decisions.