Interview Integrity

20 layers between your
interview and cheating.

Every SViam interview is monitored, analyzed, and cryptographically sealed.

20

Integrity layers

500ms

Monitoring interval

0–100

Proctoring score

SHA-256

Tamper-evident hash

Before the interview

Identity and environment verified first

PIN authentication, a 15-second room scan, ambient audio baseline, and IP geolocation check — all verified before the candidate sees the first question. VPNs, cloud providers, and known proxy infrastructure are flagged automatically.

During the interview

9 layers running in parallel

Tab-switch detection, fullscreen enforcement, clipboard blocking, eye tracking, screen capture every 30 seconds, code snapshot timeline, typing cadence recording, real-time AST analysis, and dynamic integrity interventions.

When a signal fires, the AI interviewer asks a natural follow-up that verifies understanding — without ever accusing the candidate.

After the interview

Deep analysis catches what live monitoring cannot

Typing cadence classification (organic vs. transcription vs. paste-disguised), solution arrival curve analysis, AI code fingerprinting against known patterns, full audio forensics for secondary voices, and behavioral profiling that identifies inconsistencies between verbal explanation and code.

Unified Score

One number. Every signal weighted.

Every interview produces a proctoring score from 0 to 100.

SignalPenalty
VPN / Datacenter IP−40
AI semantic similarityup to −30
Audio anomaliesup to −25
Transcription patternup to −20
Sudden solution arrivalup to −15
Tab switches−5 each
Paste events−5 each
Gaze-away clusters−3 each

80–100 Low|60–79 Medium|40–59 High|0–39 Critical

Audit Trail

Cryptographically sealed. Publicly verifiable.

Every completed interview generates a SHA-256 hash of the transcript, scorecard, session ID, and end timestamp. Anyone can verify a session hasn't been tampered with — no login required.

GET /interviews/sessions/{id}/verify-integrity

{

"tamper_detected": false,

"stored_hash": "a3f8c1...",

"computed_hash": "a3f8c1...",

"verified_at": "2026-05-11T..."

}

See it in action

Run a test interview and review the proctoring report yourself.

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