The 25-a-week ceiling
A recruiter can interview about 25 candidates a week. That number came up over and over when I spent months talking to talent acquisition leaders. Different companies, different industries, same ceiling. Twenty-five real conversations is roughly what one human can do while also doing the rest of the job.
Now look at the other side of the funnel. A job posting goes live on Friday. By Monday there are hundreds of applicants. The recruiter has time to actually read maybe 30 or 40 of them. So the funnel looks like this: 400 apply, 40 get read, 6 get interviewed, 1 gets hired.
That means 394 people were never really considered. Not rejected. Not evaluated and found wanting. Just never seen.
Every hiring tool of the last twenty years is a coping mechanism for this ceiling. Keyword filters, knockout questions, resume scoring. They all exist to shrink hundreds down to the 25 a human can talk to. And they all share the same flaw: they select on the resume, not the person.
That flaw used to be tolerable. It isn’t anymore, because candidates figured out the game. They use AI to tailor every resume to every posting, and they’re right to. But it means the document your filter reads is now a mirror of your job description, not a picture of the applicant. I’ve watched TA leaders describe phone screens where the person on the call barely resembled the person on the page. The resume stopped being signal years ago. Most funnels just haven’t admitted it.
Here’s the thing: everyone in hiring optimizes around interview capacity as if it were a law of physics. It was, when interviews required human hours. It isn’t now. An AI interviewer doesn’t have 25 slots a week. It can give every one of the 400 applicants a real conversation on day one and surface the people who can actually do the work.
When interviewing stops being scarce, the funnel inverts. You don’t sort resumes to decide who deserves a conversation. You have the conversations, then sort on what people actually said and did. Talk first. Sort after.
The recruiter’s job gets better, not smaller. Twenty-five conversations a week is a brutal way to spend judgment on people a filter guessed at. Spending it on the twenty-five best performers out of 400 is what the job was supposed to be.
And the 394 finally get what they thought they were applying for: a shot.
This is the bet we’re making at RightMatch. The ceiling wasn’t human judgment. It was human hours. Those are different things, and we just stopped confusing them.