Platform

The engine that turns claims into proof.

Conversational verification, psychometric calibration and integrity monitoring in one continuous loop — the machinery under every GoMeasure score.

Every score is built from evidence, not opinion.

A résumé is a claim. A test is a snapshot AI can fake. The Proof Engine replaces both with a live, adaptive conversation that is measured with psychometric rigor, watched for integrity, and rolled into a living record you can defend to a candidate, a board or a regulator.

Capabilities

What the engine does

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Conversational verification

An AI interviewer probes depth, challenges claims and follows the evidence — like your best interviewer, at scale.

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Adaptive measurement

Item-response-theory calibration adjusts difficulty in real time and pinpoints true skill level with a confidence bound.

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Integrity monitoring

TrustOS watches every session for presence, attention and anomalies, so each score holds up under audit.

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Living skills graph

Evidence rolls up across skills, roles and teams into one source of truth for capability.

✓

Immutable proof

Each verified skill becomes a dated, provenance-tracked record — append-only, never overwritten.

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Continuous re-verification

Skills decay and grow. Re-assessment keeps proof current, turning measurement into a continuous system.

How it works

How proof is made

1

Interview

A live, adaptive AI interview probes depth and challenges every claim.

2

Measure

Psychometric measurement pinpoints true skill level with a confidence bound.

3

Verify

TrustOS integrity monitoring keeps every score defensible.

4

Map

Evidence rolls up into a living skills graph across the organization.

5

Renew

Re-verification keeps proof current as skills change.

Inside

The engines inside

01

Interviewer

Runs the live conversation and scores in-flight with evidence.

02

Adaptive Selector

Picks each next question by information gain.

03

Ability Estimator

IRT psychometrics pinpoint true skill level and confidence.

04

Evaluator Panel

Re-scores every rubric dimension, anchored to quoted evidence.

05

TrustOS Proctor

Computer-vision integrity monitoring across the session.

06

Proof Keeper

Mints immutable, dated skill proofs and tracks freshness.

Why it matters

Why it matters

Defensible

Evidence-anchored scores and full audit trails stand up to any challenge.

Fair

Every candidate gets the same deep, adaptive evaluation — not a keyword filter.

Fraud-resistant

Integrity monitoring and live probing make the proof hard to fake.

Fast

Adaptive measurement reaches a confident score in fewer questions.

See the Proof Engine on your own roles.

Walk through a live AI interview and a Verified Skills Report with our team.

Talk to us