How do you use AI agents in hiring without handing them the decision?
Hiring is a pile of reading followed by a few decisions that matter. An agent can do a lot of the reading. The decisions should stay where they are, with the people who will work with whoever is hired.
In this guide
What can AI agents do in hiring?
They can screen against the criteria you wrote down, structure an interview, and surface what the process is actually selecting for. On PROMIVO the AI Recruitment Agent screens against the role, not against a résumé aesthetic. The CV Screening Agent ranks against the requirements and shows its evidence for every score. The Interview Scorecard Agent makes a 3 mean the same thing to every interviewer.
Why start with the job description?
Because agents screen against what you wrote, so a weak description produces weak screening. The Job Description Auditor finds the requirements that are quietly costing you candidates. Fix the description before you screen anyone with it, otherwise you automate the mistake.
How do you keep the decision with a person?
The hiring agents are built to leave the judgement with a person, and your process should do the same. Use the ranking as a reading order, not as a verdict, read the evidence the agent shows for each score, and never reject anyone on a score you could not check yourself.
Does an agent remove bias?
No, and no agent should be sold as if it did. What you can do is make the process visible. Scores that mean the same thing to every interviewer, and evidence attached to every score, give you something to compare and to question. Look at who your process lets through at each stage, and ask why.
What about the people you have already hired?
The same discipline applies. The Attrition Driver Analyst finds why people leave, not what they said on the way out. The Employee Lifecycle Agent finds the access that outlived the job. The Pay Equity Auditor finds the pay gaps you would struggle to explain. Each of them points at something a person then has to decide.
How should you start?
With one role you have already filled. Run the CV Screening Agent's free sample check on its page, with no card and no API key, to see what it produces on example data. Then run it on that role's applications with your own AI provider key, like every run on the platform, and compare its ranking with who your team shortlisted. Check what your local rules say about automated screening and candidate data before you use it on live candidates.