Candidate screening
Every applicant read against the criteria your hiring manager wrote, with a short summary and the evidence for each, so your recruiter decides faster and nobody gets skipped.
Applicant 1 and applicant 212 get the same careful read.
Here’s a typical run, step by step: what automation handles, what the agent does, and the calls that stay with your team.
Step 1 of 5Set the criteria
The agent
Reads what the hiring manager wrote and drafts four criteria: crew experience, working on site, start date and the safety certification.
Hiring managers write “someone who’s run real crews”. That has to become a line every application can be read against.
Your team
Checks the four criteria, marks which ones are must-haves and signs them off before any application is read.
What the role requires is the hiring manager’s call. Once agreed, the same criteria apply to everyone.
- Applicant tracking
- Applicant tracking
~4 hours a month back
Where teams differHiring managers range from one true must-have to every criterion marked required.
Step 2 of 5Read each application
Automation
Collects each résumé, cover letter and screening answer from applicant tracking as it arrives.
Fetching files is the same for the first applicant and the two hundredth.
The agent
Finds six years running crews of 10 to 20 in Ben Hale’s résumé. His answers say he can work on site and start within a month.
Nobody writes “crew size” in a box. It’s buried in a line like “led framing teams across three sites”.
- Applicant tracking
- Applicant tracking
~70 hours a month back
Step 3 of 5Write the summary
The agent
Writes a short summary per applicant with the line it came from quoted beside each criterion, so it can be checked in seconds.
A bare score asks to be trusted. Quoting the résumé lets the recruiter see the evidence for themselves.
- Applicant tracking
- Applicant tracking
~30 hours a month back
Step 4 of 5Flag what’s unclear
Automation
Anyone without clear evidence for a must-have goes to the recruiter marked unclear. Nobody is dropped.
The must-haves were agreed with the hiring manager in step one. Holding on a gap just applies them.
Your teamIf a must-have is unclear
Decides whether to write to Ben about the missing safety certification. The call and the reason go on the record.
Missing on paper is not the same as missing. Whether to ask is a judgment about a real person.
- Applicant tracking
- Applicant tracking
~8 hours a month back
Where teams differA few firms ask the candidate for anything missing straight away. Most want the recruiter to decide first.
Step 5 of 5Hand over the list
Automation
Posts each summary to applicant tracking and sends the recruiter the full list, the unclear ones marked for a look.
Posting summaries is filing. Who moves forward is decided on the recruiter’s screen, not here.
- Applicant tracking
- Applicant tracking
~6 hours a month back
What changes
Every applicant gets the same careful read, however many apply. Recruiters spend their time deciding, with the evidence already pulled out of each application.
- 3steps automated
- 3steps for the agent
- 2calls kept with your team
Pick any step to see what happens there and why it sits in that lane.
What it could be worth
~118 hours a month back
$70,800 a year in time
For a company filling about 8 roles a month, with 100 to 200 applicants each, at $50 an hour. We work out yours from your own volumes before you sign.
Let’s build your agentOne proven agent, plugged into how you work.
Every team does this job a little differently, so we set these five with the people who do it today. We’ve done this in dozens of businesses, so we know where teams usually differ and ask about those first.
The agent
Same for every client- Follows the same proven steps
- A person on every exception
- Every decision logged
- Tested on your past work first
- Never rejects or advances a candidate on its own
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Your systems
Where the work comes in, and where the result goes.
For this agentApplications from your applicant tracking system, summaries back on each candidate.
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Your rules
The limits and exceptions it works to.
For this agentThe criteria each hiring manager writes, and which ones are must-haves.
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Your team
Who signs off, and who covers when they’re away.
For this agentThe recruiter for every decision, the hiring manager for the shortlist.
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Your channels
Where your team hears from it.
For this agentYour applicant tracking system, and email or Slack to the recruiter.
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Your output
What it hands back, in the format you already use.
For this agentA summary for every applicant, with the evidence for each criterion.
Scheduling interviews and onboarding the new hire are their own agents in this catalog. Who moves forward stays with your team.
The agent, and everything that keeps it working.
- The agentRunning on your systems, under your rules.
- The review screenWhere the exceptions land for your recruiters and hiring managers.
- Your rulebookYour limits, exceptions and who signs off, in one place, often for the first time.
- A test reportYour past applicants, run through it and checked against the number.
- The runbookHow it works, what to check, and what to do if it stops.
- 30 days of tuningAfter it goes live, through a full month of your real applicants.
Days from a role opening to a shortlist. We measure it before we start, and again at day 30.
Live in 3 to 6 weeks. About seven hours of your time.
We do the building. Your side: access, your job criteria and a few recent hiring rounds, and a short weekly check-in.
Then 30 days of tuning, with a short check-in each week, about two hours of yours. At day 30 we show you the number and hand everything over.
It keeps running whether or not we stay.
It runs in your accounts
Your cloud, your systems, and an AI account in your name, billed by the provider at their rates.
Changes in the first 30 days are included
A new rule, a changed limit, someone new signing off. That’s what tuning is for.
After that, your call
Your team edits the rulebook, the care plan covers it, or a bigger change is quoted first.
About this agent.
Does it decide who gets hired?
What about the rules on AI in hiring?
Our process isn’t quite like this. Will it still work?
How do we agree the number?
What does it cost to run once it’s live?
Want every applicant read against the same criteria?
Tell us how your team handles applicants today. We’ll show you this agent on examples like yours, and whether it fits the fixed price.
- 3 to 6 weeksto live, then 30 days of tuning
- $12,500fixed, per agent
- Yours to keepno license fees