Compare · Behavioral proctoring

Capifiq vs behavioral proctoring.

Behavioral tools watch the candidate — gaze, posture, response timing — and produce a suspicion score. Capifiq watches the interview environment instead, and produces deterministic, sealed evidence. Here's the honest difference, and where each fits.

What it does

Inference from behavior.

Behavioral proctoring analyses how a candidate looks and acts during an interview: eye movement, head position, pauses, and the shape of their answers. From those cues it produces a probability — a suspicion score suggesting something may be off.

It is thoughtful engineering, and it can be a useful early signal. But by design it never sees the tool itself; it only reads the shadow the tool might cast on behavior.

This isn't a knock on behavioral products. They are well-built for what they do, and Capifiq works well alongside one. The point is a genuine category difference: inference versus direct verification with evidence.

The gap

Where a suspicion score falls short.

An indirect signal puts the hardest judgment back on the interviewer, with nothing solid underneath it.

It can flag the innocent

A nervous but honest candidate can look exactly like a suspicious one. Behavior is ambiguous by nature.

It can miss the careful

A composed cheater reading from a hidden overlay may look completely normal to a behavior model.

It can't name the tool

A score can't tell you which tool was used, or prove one was present at all — only that behavior seemed off.

What Capifiq adds

  • Direct verification of the interview environment
  • Deterministic, timestamped, sealed evidence — not a score
  • Coverage that isn't limited to a catalogued list of tools
  • Detect any on-device assistance; deter off-device help

The difference

Verify, then hand over evidence.

Capifiq doesn't grade the candidate's behavior. It verifies the interview environment directly and records what it finds — so a finding is deterministic: the condition was present, or it wasn't.

Each finding is timestamped, hashed at capture, and sealed into the report, and coverage extends to off-device help through interviewing methodology. You are handed a record to act on, not a number to argue about.

Side by side

Behavioral proctoring vs Capifiq.

Behavioral proctoring

  • Infers cheating from gaze, posture, and timing
  • Outputs a probability or suspicion score
  • Can flag honest candidates and miss careful ones
  • Cannot identify which tool was used
  • Covers on-device behavior signals only

Capifiq

  • Verifies the interview environment directly
  • Produces deterministic, timestamped, sealed evidence
  • A finding is present in the record or it is not
  • Coverage isn't limited to a catalogued list
  • Detects any on-device assistance and deters off-device help

Use both if you like. A behavioral tool can be a first flag; Capifiq gives you the verified evidence it cannot — and covers the off-device gap neither behavior nor software can reach.

Questions

Common questions.

Is Capifiq a replacement for behavioral proctoring?
It can be, or it can run alongside one. Behavioral tools infer; Capifiq verifies and preserves evidence. Many teams value the direct evidence Capifiq adds.
Does Capifiq give a probability or confidence score?
No. It produces deterministic, timestamped evidence — a finding was present or it was not. There is no score to interpret. See why Capifiq is a different category.
Do behavioral tools catch hidden AI overlays?
They infer from behavior; they cannot see the overlay itself. Capifiq surfaces the hidden assistant directly and seals it as evidence.
What about cheating that isn't on the device at all?
Neither behavior models nor detection software can see off-device help. Capifiq deters it with interviewing methodology.

Get started

Trade the suspicion score for evidence.

Run Capifiq alongside the interviews you already do, and compare the evidence for yourself.