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  • Verified answersThe interview asks about what they submitted.
  • How it worksFrom a job post to the evidence, in three steps.
  • Judgment evaluationMeasure the calls the job actually leaves open.
  • AI video interviewsLive conversation, not a one-way recording.
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  • Assessment methods

    • Candidate assessment
    • Skills assessments
    • Technical skills assessment
    • Communication assessment
    • Pre-employment assessment
  • Tools & software

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    • AI candidate screening
    • Hiring software for small teams
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    • Technical interview questions
    • Assess a DevOps engineer
    • Assess a data engineer
    • Assess an engineering manager
  • Screening practice

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    • When candidates use AI

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ProductVerified answers

The interview asks about the answers they gave you

Most assessment tools score a submission and stop. NorthAssay reads what the candidate wrote, then interviews them about it — live, with follow-ups. The questions come from their answers, which is why a generated submission stops helping.

See it in action
The Gap

Scoring a submission is no longer the same as assessing a person

An assessment measures an artefact and infers a person from it. That inference held while producing a good artefact required being good, and it does not hold now. A strong candidate and a weak candidate with a good prompt submit work you cannot tell apart.

The industry answer to this is not better detection — every deployed method has a documented bypass. It is a short live conversation in which the candidate explains their own solution. That is the argument in full, and it is the thing this product is shaped around.

Scoring a submission

Target
It judges an artefact (code, text)
Critical Weakness
Output is identical for strong candidate & AI
Result
False positives pass

Assessing a person

Target
A live defence of the artefact
Critical Advantage
Cannot explain reasoning in real-time
Result
True capability verified
The Probing Brief

What the interviewer is actually given

When a candidate reaches the live interview having already completed the written stages, the interview is rebuilt around what they submitted. Not the job description — their answers.
LIVE ARTEFACT GENERATION
  1. 1
    1

    Their written answers, verbatim. The interviewer asks what they weighed, what they rejected, and what they would change.

    WRITTEN SUBMISSION
    “We chose a microservices architecture to ensure independent scaling of the payment gateway…”
  2. 2
    MULTIPLE CHOICE
    O(n) latency scaling
    O(1) memory overhead
    O(n^2) complexity limit
    2

    The multiple-choice options they picked. Every wrong option in a NorthAssay assessment is authored with the specific misunderstanding it represents, so a wrong answer names the gap worth probing rather than just being wrong.

  3. 3
    3

    Follow-ups written in advance for each area, used when a first answer is shallow or generic.

    AI PROBING LOGIC
    Probe: Technical Depth
    Ask about the specific trade-offs between latency and consistency in this scaling model.
    Follow-up: Edge Cases
    If answer is generic, pivot to ‘Database Sharding’ strategy mentioned in Q3.
  4. 4
    INTERVIEWER BRIEF
    Signals to watch
    Mention of ‘Eventual Consistency’ or ‘CAP Theorem’ indicates high proficiency.
    Red Flags
    Inability to explain the ‘Why’ behind the ‘What’ in the submission.
    4

    Signals of a real answer — the concrete things someone who did the work tends to say.

The follow-up is the whole mechanism. A recorded answer to a fixed question can be scripted or read; the second question cannot, because it depends on what the candidate just said.

What it does not change

The criteria the interview is scored against, and its length, are the ones set for the role. Two candidates for the same job are judged the same way — only the questions differ.

Integrity & Trust

It is not an accusation, and there is no cheating score

The interviewer is never told to suspect anyone and never implies it. There is no cheating verdict anywhere in the product, no risk percentage, and nothing that flags a candidate as dishonest. Those numbers cannot be produced responsibly, so we do not produce them.

What you get is an ordinary interview record: what was asked, what was said, and a score against the role’s criteria with the reasoning shown. A candidate who did the work has a good conversation. That is the point — this is designed to be pleasant for the people you actually want to hire.

What we exclude

AI Detection Probability84%
Plagiarism Risk ScoreHIGH

“These numbers cannot be produced responsibly.
They create suspicion without proof.”

Trust Report

What you get

Depth of reasoning8/10Confidence 88%

“We kept both writes running for two weeks because the cutover window was one night.”

Score rationale

Explained the constraint behind the written answer and what they would change. Did not say how the rollback was tested.

When it applies, and when it does not

Answer defence needs answers. It runs when the candidate has already submitted written or multiple-choice work for the role, which is the normal order: a short written stage decides who is worth a conversation, and the conversation decides the hire.

What this does not do

It raises the cost of faking substantially. It does not make it impossible, and a tool claiming otherwise is selling you something. A well-prepared candidate with real assistance can hold a shallow conversation, and a nervous strong candidate can interview worse than they work.

The normal order

If you run a live interview on its own, there is nothing to defend, and the interview covers the role instead. That is still a real interview with real follow-ups — it just is not this.

Human oversight

A score here is evidence, not proof, and the decision stays yours — you can override any score, and we ask you to write down why when you do.

More in Product

How it works

From a job post to the evidence, in three steps.

Read more

Judgment evaluation

Measure the calls the job actually leaves open.

Read more

AI video interviews

Live conversation, not a one-way recording.

Read more

How the product works

Return to the overview of all product features.

Read more

See what it asks you

Paste a real posting, take the written stage yourself, and let it interview you about what you wrote. It takes about ten minutes and it is the fastest way to judge whether the follow-ups are any good.

Try it on yourself
NorthAssay

AI hiring assessments, scored with rationale you can defend.

Guides

All screening guides

Assessment methods

Candidate assessmentSkills assessmentsTechnical skills assessmentCommunication assessmentPre-employment assessment

Tools & software

Assessment tools comparedAI candidate screeningHiring software for small teams

By role

Technical interview questionsAssess a DevOps engineerAssess a data engineerAssess an engineering manager

Screening practice

Five checksWhen candidates use AI

Product

How the product worksVerified answersHow it worksJudgment evaluationAI video interviews

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