Reduce investigation load
A single integrity signal model means recruiters and interviewers do not each improvise their own fraud checks. Elevated sessions route to review with consistent evidence.
Make integrity repeatable
Every team uses the same signal model for AI tools, overlays, remote access, clipboard events, typing patterns, and device changes.
Support governance
Reports give legal, security, recruiting operations, and hiring teams a consistent record of what was observed and why it matters.
Stop improvising your response to AI interview fraud.
TA leaders need a standard process that is clear before the interview, consistent during the interview, and defensible after the interview.
Built for cross-functional review.
Interview integrity touches recruiting, security, privacy, legal, and hiring managers. The product needs to make its boundaries visible: no screen recording, no keystroke content, no automatic rejection, and no hidden monitoring.
Candidate notices, monitoring scope, role-based reviewer access, retention, escalation paths, and how integrity context appears in ATS or hiring workflows.
Interviewers guess whether AI or proxy help was used and teams respond inconsistently.
Signal categories, report severity, and review steps are consistent across teams.
Legal and privacy questions are handled ad hoc late in the process.
Consent, privacy boundary, and retention expectations are defined up front.
Pilot high-risk roles
Start with technical, remote, high-volume, or contractor roles where AI assistance and proxy interviews are already creating decision risk.
Measure review load
Track how many sessions are clean, how many need review, and which signal categories create the most escalations.
Scale the policy
Use pilot learnings to refine candidate notices, reviewer training, allowed-tool rules, and ATS workflow integration.
TA leadership questions.
Where should TA leaders start?
How do we avoid making candidates feel surveilled?
Can the process support legal and security review?
Standardize interview integrity before it becomes a dispute.
Build a consistent live verification process across teams and roles.
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