Know exactly what to probe in your own interview

The gap between a score and a decision

Most screening tools end at a verdict. You get a number, a recommendation, sometimes a summary, and then you sit down with the candidate and start from scratch anyway, because a verdict does not tell you what to ask.

Naira runs a structured voice interview for the role, and the useful output is not the score. It is the four sections at the end of the report, which exist to answer a different question: given what the conversation surfaced, what should a human do next?

What to do when you meet them

The report closes with recommended next steps, up to three, drawn from the evidence. Not generic prompts, and not a rehash of the rubric. They point at the places where the conversation went thin, where an answer was plausible but unverified, or where the judgement genuinely belongs to a person rather than a machine.

A candidate might have described leading a migration convincingly without ever saying who disagreed with them or what it cost. That is not a failure, and scoring it down would be wrong. It is a thread for you to pull, and it arrives written as a thread rather than as a deduction.

Your interview starts where the assessment stopped, instead of starting again.

What they will need in their first 90 days

The development path names where this person is likely to need support if you hire them. It is the part hiring managers use most, and it is the part almost nothing else in this category produces, because it is only useful if you assume the candidate is good enough to hire.

Someone can be the right hire and still need a strong technical peer in their first quarter, or an explicit handover on a domain they have not worked in. Knowing that before the offer changes how you write the onboarding plan. Discovering it in week six changes how the hire is going.

Risks, each with a severity

Each concern is graded low, medium or high. This sounds like a small thing and it is not: a list of concerns with no weights makes a minor gap look like a dealbreaker, and buries the real one in the middle of a paragraph. A hiring manager reading five flat bullets treats them all as equal weight, which is how good candidates get talked out of.

Alongside them sits the opposite list, which is what you actually get if you hire this person. The strengths cite the transcript, and each risk carries its severity, so neither is inferred from the CV.

What this changes for your week

• Shorter interviews that cover more. You are not re-establishing basics somebody already established.
• A hiring manager conversation with structure.Instead of “what did you think”, you arrive with the risks, each with its severity and the evidence behind it.
• An onboarding plan that exists before the offer. The development path is usually the first thing worth forwarding to the manager.

How to use it

1. Read the next steps before you write your interview plan, not after. It is designed to replace the first half of your prep.
2. Take the risks into the hiring manager conversation directly. Severity is there so you can argue about the right one.
3. Forward the development path to whoever will manage this person, whatever you decide. On a reject it is still worth reading, because a pattern across several rejects usually says something about the brief.
4. Treat the report as the start of your judgement rather than a replacement for it. The sections exist because some things only a person should decide.