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Continuous Identity Assurance

Checking who they are once isn't the same as knowing who they are the whole time.

Identity Drift: The gap check-in-only proctoring misses

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A candidate can pass check-in and still hand off the keyboard at minute forty. Most proctoring stacks were built to catch content cheating, not Identity Drift, mid-session.

This isn't a pitch to replace your current vendor it's a narrower question, worth asking alongside whatever you're running today, the same one ANAB-accredited programs and state licensing boards are already being asked to answer.

Live inside Alvy today

This isn't a new detection engine.

It's Alvy, the identity and behavior layer already running inside live exams today, turned into a single continuous read that closes the Identity Drift gap: is this still the same person. What's new is putting all of it under one continuous score instead of a pass/fail check-in gate.

Built the way disputable evidence has to work under US biometric-privacy scrutiny: every flag is disputable by a human, not a model, on a 7-day resolution window, with a full audit trail and no protected-class signals design principles already audited quarterly across Talview's platform, not a new promise made for this page.

Today vs. continuous - A one-time check-in gate versus a read that stays live the whole session.

Check-in only, today

Continuous identity-confidence

STAGE CHECK-IN-ONLY (TODAY) CONTINUOUS IDENTITY-CONFIDENCE
Registration / Check-in One-time ID match Same, plus liveness baseline set
Exam Session No re-check until flagged Ongoing voice continuity, device/network cluster, environment scan
Post-Exam Review Reviewer works from a flag, cold Composite score + per-signal evidence + flagged-item detail card

Common questions

We already verify identity at check-in isn't that enough?

That's day-one identity. Identity Drift is what happens after that check a one-time gate doesn't catch a mid-session handoff.

We already have a proctoring vendor.

This isn't proctoring. It's the identity question specifically, and it sits alongside whatever you're running today, not instead of it.

Is this live today?

The detection signal liveness, deepfake detection, voice biometric continuity, device and network clustering — is already running inside Alvy today. The composite scoring and reporting layer is what we're validating with a small number of programs first.

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Two ways to take this further

Both vendor-neutral. A 15-minute walkthrough of how continuous identity-confidence checking works, or a working session against a handful of past sessions from your exam program.

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