Vibrez
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Privacy & Scoring

We Test Evidence. We Protect People.

Vibrez uses structured assessments to understand passion, judgment, AI capability, ownership, and learning velocity. The data is private, the scoring is advisory, and humans make the final call.

Candidate promisePrivate evidence. Human review.

The platform can help reviewers compare evidence, but it does not replace judgment, context, or direct conversation.

01

What We Collect

Profile details including name, salutation, email, phone, country of residence, date of birth, role selection, links, CV files, aptitude answers, AI Test evidence, Human Signal responses, optional technical challenge evidence, status history, and reviewer notes needed to operate the application process.

02

What AI Sees

In v1, the evaluator uses role or Open Talent context, aptitude answers, AI Skills Lab answers, and Human Signal responses. CV files are not sent to MixRoute by the application runtime.

03

Who Decides

AI scoring and alternative-role matching are advisory only. Vibrez reviewers inspect the evidence and record the final decision. The system cannot automatically reject a candidate or move them into another role.

04

How CVs Are Protected

CVs are stored privately and served through authenticated candidate/admin routes. Public pages never expose CV files or answers.

05

Your Data Controls

Applicants can export selected application data, withdraw an active application, respond to a reviewer-approved alternative-role invitation, and record a data deletion review request from the portal.

06

Optional Challenge Signals

Some technical candidates may discover a non-secret site challenge. If they submit it, Vibrez stores the answer, score band, and safe event metadata for advisory review.

Guardrails

What Vibrez will not do in this MVP.

No automatic rejection based only on AI output.
Date of birth, country, phone, and other protected or administrative profile details are not assessment-scoring inputs.
Alternative-role recommendations require reviewer approval, and candidates choose whether to proceed.
Decline messages require a recorded human reason and approval before delivery.
No automatic rejection based only on Human Signal or EQ-style scenario responses.
No public access to submitted CVs, answers, evaluations, or reviewer notes.
No covert pass/fail traps: optional hidden technical signals are advisory evidence for human reviewers.
No keystroke logging, screen recording, screenshots, exploit attempts, or private device inspection.
No runtime Higgsfield or third-party media calls for candidate data.
Admins must use review scores as evidence support, not as the final decision maker.
Deletion requests are recorded for admin review instead of silently removing audit records without process.