Candidate screening, from hours to minutes
A managed AI agent that screens inbound applicants — parsing résumés, matching them to your criteria, scoring and ranking, and scheduling the qualified ones — so recruiters spend their time on people, not on triaging a stack of CVs.
The résumé stack that never shrinks
Every open role buries recruiters in applicants — most unqualified, all needing a read. So screening becomes a slog of skimming CVs, the best candidates wait days for a reply and take another offer, and good people slip through on a tired afternoon.
- Recruiters manually reading every résumé for every role.
- Strong candidates going cold while screening drags on.
- Inconsistent screening that varies by who's reading and when.
- Scheduling the qualified ones turning into another email tag.
What the agent does
We map your screening criteria and hiring workflow, then build an agent that screens every applicant consistently and schedules the qualified ones — co-managed so quality holds.
- 01
Parse every application
The agent reads each résumé and application, extracting skills, experience, and qualifications.
- 02
Match to the role
It scores each candidate against your real criteria for the requisition — consistently, every time.
- 03
Rank and shortlist
Applicants are ranked so recruiters see the strongest candidates first, with the reasoning.
- 04
Schedule the qualified
Shortlisted candidates are invited and booked automatically, before they cool off.
- 05
Flag for review
Borderline or unusual candidates route to a recruiter with context, not a silent rejection.
Illustrative screening architecture for a high-volume staffing agency:
We were spending 45 minutes per candidate on resume review and phone screens, and 60% of them were unqualified. ThunderStaff built an AI screening system that parses resumes against our requirements, scores candidates by match percentage, and auto-generates interview-ready summaries for our recruiters. Screening time dropped to 6 minutes per candidate. We placed 34% more workers in the first quarter and our recruiters actually had time to build relationships with clients instead of reading bad resumes all day.
Faster, consistent screening means strong candidates can hear back in hours, not days. This benchmark model shows screening time falling from 45 minutes to 6 per requisition when an agent handles the rules-based first pass.
Run the numbers in the ROI calculatorQuestions, answered
Will it reject good candidates automatically?
It ranks and shortlists rather than silently rejecting. Borderline candidates route to a recruiter with context, and you set where the bar is — the agent does the first pass, your team makes the calls.
How does it avoid bias?
It screens every applicant against the same explicit, role-based criteria consistently — removing the variability of who's reading and when — and keeps a record of the reasoning for review.
Does it work with our ATS?
Yes. The agent wires into your applicant tracking system and calendar, so parsing, scoring, and scheduling all flow through the tools you already use.
How fast can it go live?
Most builds go from process mapping to a live agent in days, starting in the pricing flow.
Screen every applicant, lose none
Start with your highest-value workflow: we map your screening workflow and show what an agent would take off your recruiters' plate — before an automation briefing.