Question 1

Why does VERA collect references from multiple people?

Accepted Answer

Not all professional relationships are the same — and VERA reflects that. Different people have different levels of exposure to your work, and therefore different levels of insight. For example: A direct manager who worked with you daily. A teammate who collaborated closely on projects. A cross-functional colleague who interacted occasionally. A stakeholder who only observed outcomes indirectly These are all valid perspectives — but they don’t carry the same informational depth. Aria Vance’s profile draws on 6 references across 3 companies — managers, peers and direct reports. No single relationship could have produced that read.

Question 2

So do all opinions count equally?

Accepted Answer

No. VERA applies relationship weighting to reflect the reality of workplace proximity and relevance. This means: People who worked more closely with you and over longer periods carry more influence in the overall behavioural picture. Broader or less frequent interactions still contribute, but with reduced weight. The goal is not to “rank people’s opinions,” but to model context On Aria Vance, the leadership signal was driven by her direct reports — the people best placed to observe it — not by her managers.

Question 3

Are you replacing interviews?

Accepted Answer

No. VERA is designed to give hiring teams a deeper understanding before interviews begin. Interviews remain essential for assessing role fit, motivation, and team compatibility.

Question 4

How is this different from personality tests?

Accepted Answer

Most personality tests measure how people describe themselves. VERA focuses on observed behaviours reported by people who have worked with you. The goal is to understand demonstrated patterns rather than self-perception alone. Mateus Oliveira’s “dependable delivery” wasn’t self-reported — managers and peers independently described the same behaviour.

Question 5

What if someone gives me a negative review?

Accepted Answer

No single response determines an outcome. VERA looks for patterns across multiple evidence sources. Individual opinions are considered within the context of the broader dataset rather than in isolation. VERA flagged three near-perfect, closely-timed ratings on Aria Vance’s profile — yet still resolved to Low bias, because the broader pattern held. No single response moved the outcome.

Question 6

Can a former manager intentionally damage my profile?

Accepted Answer

The system is designed to minimise the impact of outlier responses. Behavioural insights are generated from multiple contributors, reducing the influence of any single individual. Aria Vance’s six independent sources across three employers make any single outlier statistically small.

Question 7

Who owns my data?

Accepted Answer

You do. The information collected for your profile remains under your control. You can manage your participation and access according to our data policies and applicable privacy regulations.

Question 8

Can I see what people said about me?

Accepted Answer

VERA does not reveal individual responses. This protects contributor confidentiality and encourages honest, constructive feedback. Instead, behavioural insights are presented in aggregated form. Nadia Hassan’s profile reports that “cross-functional partners praise clarity” — aggregated, never attributed to a named individual.

Question 9

Why are responses anonymous?

Accepted Answer

People provide more accurate feedback when they know individual comments won’t be attributed to them. Anonymity helps reduce social pressure and encourages honest observations.

Question 10

How do I know the analysis is accurate?

Accepted Answer

VERA does not rely on a single source of information. Behavioural insights emerge from patterns identified across multiple independent responses, helping produce a more reliable picture than isolated opinions or self-assessments. Nadia Hassan’s read converged from 4 independent references — agreement across sources, not a single opinion.

Question 11

Does VERA use AI to make hiring decisions?

Accepted Answer

No. VERA provides behavioural insights and evidence-based analysis. Hiring decisions always remain the responsibility of the employer.

Question 12

Why no hire / no-hire recommendation?

Accepted Answer

Because that is human judgement — and it should stay that way. VERA deliberately never outputs a hire / no-hire verdict, never ranks people, and never applies a “good” or “bad candidate” label. We surface what the evidence says about how someone works; the decision is yours. Here is how to read each signal: Confidence tier — how much to trust the read, not whether to hire. A low tier means gather more references first.. Consistency — low consistency means referees disagree. That's a question to probe in interview, not a red flag.. Bias flags — where evidence may be skewed (e.g. all references from one company) so you can weight it accordingly.. Category scores — strength of evidence in Execution, Collaboration, Leadership and Work Style. Match these against what the role actually needs.. JD-Match score — how well the evidence maps to your job description's requirements. A relevance signal, not a verdict. This is also a legal boundary: under GDPR (Article 22), decisions that significantly affect a person must not be made solely by an automated system. A human stays in the loop, always. Across every VERA profile you will see scores, tiers, patterns and tradeoffs — but never a “Hire” or “No Hire” stamp. That space is reserved for you.

Question 13

Can employers reject candidates solely because of their VERA profile?

Accepted Answer

VERA is intended to support decision-making, not replace it. Employers should use behavioural insights alongside interviews, experience, qualifications, and other relevant factors.

Question 14

What information do you collect?

Accepted Answer

Only information relevant to understanding professional behaviours, working style, and collaboration patterns. We do not collect unnecessary personal information unrelated to professional assessment.

Question 15

Is my information sold to third parties?

Accepted Answer

No. VERA does not sell personal data. Information is used solely for providing the assessment services requested by users and organisations.

Question 16

What happens if I disagree with my profile?

Accepted Answer

Behavioural assessments are designed to reflect patterns rather than absolute truths. Users can request reviews, provide additional context, and continue building their profile over time through additional evidence sources. You can also delete references if you don’t want them in your profile.

Question 17

How do you prevent bias?

Accepted Answer

VERA doesn’t rely on a single reference or self-reported contacts. References are only one signal in a broader verification system. Where references are provided, they are cross-validated against multiple independent signals such as work overlap, timelines, and role consistency across other evidence sources. If someone submits a reference that cannot be corroborated through surrounding data (e.g. no shared employment window, no overlapping organisational footprint, inconsistent role history), that signal is down-weighted or ignored. In short: a reference alone cannot validate a relationship — it must be supported by pattern consistency across multiple sources. On Aria Vance, VERA detected rating-clustering (three perfect scores submitted together) and surfaced it openly — while cross-checking against the wider, consistent pattern.

Question 18

Can someone participate without providing references?

Accepted Answer

VERA’s methodology depends on evidence from people who have worked with you. Without sufficient evidence, the platform cannot generate a meaningful behavioural analysis.

Question 19

Why should I trust VERA?

Accepted Answer

Because VERA is built around evidence rather than impressions. Instead of relying solely on self-reported information, CV writing skills, or interview performance, VERA helps reveal how people are experienced by those who have actually worked with them. All three showcased profiles — Aria, Mateus and Nadia — reached Tier IV High Confidence purely from independent evidence.

Question 20

What if my best employees don’t interview well?

Accepted Answer

Many exceptional performers are overlooked because traditional hiring rewards presentation skills rather than workplace impact. VERA helps organisations identify behaviours that interviews often miss. Mateus Oliveira reads as a dependable performer with honestly thin leadership reach — strong on the work, quieter in the room. VERA catches the first; interviews over-reward the second.

Question 21

Why isn’t a CV enough anymore?

Accepted Answer

A CV tells you what someone says they have done. Important, but not enough. VERA helps you understand how they do it — by looking at consistent behaviour patterns across evidence. Because while no signal is perfect, behaviour across contexts is one of the most reliable indicators of future performance. Nadia Hassan’s cautious-on-scope tradeoff would never appear on a CV — VERA surfaced it from how colleagues actually experienced her.

Question 22

Why do companies use VERA?

Accepted Answer

To reduce hiring uncertainty, improve decision quality, and gain deeper behavioural insight before making important talent decisions.

Question 23

What does VERA mean?

Accepted Answer

VERA comes from the Latin word Veritas — truth. And as an acronym — Verified Evaluation & Recruitment Analytics. Our mission is simple: reveal a clearer picture of how people actually work.

The honest answers, before you ask.

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