§ Our Approach · Proctoring

A score is only as trustworthy as the conditions it was measured under.

Proctoring is how we make sure a Xobin score reflects the candidate — not the environment they took the test in. Our goal is a testing session that is secure and auditable without being hostile to a genuine candidate.
01

Securing the session

A proctored Xobin session establishes candidate identity, runs an environment scan, locks the testing browser, and records the session for later review. Which of those layers is enabled depends on the risk profile of the assessment and the customer's compliance framework, so a short screening quiz and a final-round technical exam are never protected the same way. The intent is a session that is secure and auditable without being hostile to a genuine candidate.

02

Combining the signals

We do not rely on a single tripwire. Face presence, tab activity, network anomalies, copy-paste behaviour, and content matching are treated as independent indicators, and a session is only flagged when the combination of signals crosses a documented threshold. Each flag carries the underlying evidence, so a reviewer can see why the session was raised — not just that it was.

03

Reporting integrity to the hiring team

The hiring team receives a proctoring summary alongside the score: what was monitored, what was flagged, the confidence level in the session, and the full timeline if a deeper review is needed. Evidence is retained under the customer's data-retention policy and can be exported for audit. A score without its proctoring context is an incomplete measurement, and we present them together for exactly that reason.

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§ From the lab

Read the flagship report, or get in touch with the research team.