Not Just a Score. A Verdict.
USP Series · No. 2 Because "highly recommended" doesn't tell you why — and a number out of ten doesn't tell you anything at all.
The problem with scores
Most AI screening tools give you a number. Sometimes a percentage. Occasionally a traffic light. Green, amber, red — off you go.
And look, we get the appeal. When you've got 200 applications and a shortlist to build before lunch, a ranked list feels like exactly what you need. Fast, clean, decisive.
The problem is what you do next.
A hiring manager asks why a candidate was rejected. You go back to the tool. There's a score. Maybe a keyword match percentage. Nothing you'd want to read out in a meeting, let alone defend in writing. So you end up doing the thinking yourself anyway — which rather defeats the point.
Or worse: a strong candidate slips through because their score was borderline, and nobody ever interrogated why.
What /avlo: gives you instead
When /avlo: screens a candidate against a role, you don't just get a recommendation. You get the reasoning behind it.
Every candidate record contains three things:
The suitability verdict — one sentence. The fast answer to "should I look at this person?" Written the way a smart recruiter would say it out loud. Not "82% match." Something like: "Fully qualified CIMA with 8+ years' PQE and proven ownership of month-end, controls, forecasting and commercial partnering — an excellent match for this Finance Manager brief."
The candidate summary — a fuller picture of who this person is in the context of this role. Not a CV regurgitation. A considered read of their experience mapped to what you actually asked for, with the key insights called out clearly.
The suitability breakdown — identified strengths and potential gaps, listed separately. The strengths tell you what to get excited about. The gaps tell you what to probe in interview — or in some cases, what triggered a clarification question before the recommendation was even made.
The whole thing is designed so you can move at whatever speed you need. Skim the verdict and move on. Or sit with the breakdown if the role is senior, the hire is critical, or something feels worth a closer look.
Why this matters more than it might seem
There's a version of AI screening that operates as a black box. Candidates go in, scores come out, and nobody — not the recruiter, not the candidate, not the hiring manager — has any real visibility into why.
That version is already attracting regulatory attention, and rightly so.
But beyond the legal angle, there's a practical one: if you can't explain a recommendation, you can't trust it. And if you can't trust it, you're not really using it — you're just adding an extra step before you do the same work yourself.
/avlo:'s written reasoning is the antidote to that. It's not there to replace your judgment. It's there to inform it — transparently, in plain English, in a way you can actually act on.
A score tells you where a candidate ranked. A verdict tells you whether to pick up the phone.
A note on the gaps
The potential gaps section is worth dwelling on for a second, because it's one of those features that sounds minor until you're actually using it.
A gap flagged by /avlo: isn't a rejection. It's a heads-up. "The CV doesn't explicitly reference team management — focus appears more on functional leadership than direct line management." Now you know what to ask in the interview. You go in informed rather than finding out halfway through that the brief and the candidate are misaligned.
That saves everyone time. Including the candidate, who deserves not to get three rounds into a process before someone notices the fit isn't right.
The bigger picture
Recruitment has always involved judgment calls. That's not going away, and it shouldn't. But judgment calls are better when they're informed — when there's something substantive to react to, agree with, push back on.
/avlo:'s written reasoning gives recruiters something to work with. Not a number to accept. Not a black box to trust blindly. A considered, readable, defensible view — generated in seconds, built to be interrogated.
That's what good screening looks like.
Part of the /avlo: USP Series — a look at what makes us different, one feature at a time.
Early access is open at avlo.uk
