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Interview Integrity
AI-assisted answers and unusual interview behaviour can make it harder to know whether an interview reflects a candidate's real ability.
Alcruit uses multiple integrity signals together to surface unusual patterns and provide reviewable evidence — without turning a single event into a verdict.
The Interview Has Changed
AI-assisted responses and other unusual interview behaviour can make traditional screening signals harder to trust. But treating one unusual event as proof of misconduct isn't fair either. That's why Alcruit doesn't rely on a single trigger — we look for the bigger picture.
Single Event
One data point, taken alone, doesn't prove intent — it just raises a question.
The Alcruit Approach
Every signal is weighed alongside the others before anything is surfaced for review.
Multi-Signal Integrity
Alcruit considers multiple categories of interview activity together, helping hiring teams understand the context behind unusual behaviour.
Patterns in candidate attention during the interview contribute to the broader integrity picture.
Unusual response behaviour can contribute an additional signal when considered alongside other activity.
Audio irregularities can contribute contextual evidence during an interview.
Changes in interview focus can contribute to the overall integrity assessment.
Environmental activity can provide additional context when correlated with other signals.
Alcruit considers signals together before surfacing something for review.
Evidence, Not Verdicts
Alcruit doesn't turn an integrity signal into an automatic accusation. When activity requires attention, recruiters receive a clear, reviewable timeline to understand what happened and when.
Alcruit surfaces indicators. People make hiring decisions.
Context Matters
Different roles, organisations and hiring environments can require different levels of integrity sensitivity. Alcruit allows integrity settings to reflect the context of the role.
Sensitivity
More tolerant.
Sensitivity
Balanced integrity monitoring.
Sensitivity
Higher sensitivity.
"Fairness isn't just about detecting more. It's about applying the right level of scrutiny to the right context."
Human Judgment Stays Human
Interview takes place
Integrity signals are considered
Relevant evidence is surfaced
Recruiter reviews the context
Your team makes the decision
No single integrity event should define a candidate. Alcruit provides evidence to support informed, defensible human review.
Candidate-Respecting By Design
Integrity matters. So does candidate dignity. Alcruit is designed to give hiring teams useful integrity evidence without unnecessarily exposing sensitive candidate information.
Recruiters review integrity evidence and timelines — not raw biometric data.
Integrity information is processed for the purpose of supporting interview review.
Candidate data is handled according to defined privacy and retention practices.
For Candidates
No single-event accusations
Unusual activity is considered in context.
Consistent evaluation
Integrity principles are applied systematically rather than through ad-hoc recruiter judgment.
Human review
Signals support review rather than automatically determining an outcome.
For Hiring Teams
Reviewable evidence
Understand why an interview requires attention.
Consistent integrity
Apply a structured approach across interviews.
Defensible decisions
Maintain clearer evidence around how integrity concerns were reviewed.
The Alcruit Integrity Standard
01 — Correlated
Multiple signal categories provide broader context.
02 — Explainable
Relevant events appear within a timestamped timeline so hiring teams can understand the context.
03 — Human
Integrity signals support human judgment rather than replace it.
Combine scalable AI interviews with evidence-based integrity designed for fairer, more defensible hiring.
Correlated signals — not a single trip-wire
Probabilistic signal for human review — never a verdict.
multi-signal · explainableIntegrity report · evidence view
Timestamped timeline for human review — not an automated verdict.
Interview started
Session began — baseline activity recorded.
Interview activity recorded
Normal interview progress with no integrity flags.
Unusual activity signal detected
Indicator queued for reviewer context — not a verdict.
Additional contextual signal recorded
Correlated with nearby activity for human review.
Interview completed
Evidence package available for recruiter review.