§ The result
2 points separate Vervoe and Prevue HR.
Vervoe holds a 2-point edge over Prevue HR under rubric v1.0, 46 to 44, with both scored in the Assessment cohort. The 7 criteria split 3 to 2 in favour of Vervoe, with 2 level: Vervoe is ahead on Bias Audit Transparency and Prevue HR on Post-Market Monitoring. Bias Audit Transparency, at 18%, is the heaviest weighted swing and goes to Vervoe (Prevue HR 44, Vervoe 52), 45% of the weighted advantage it holds, while the widest raw gap is Post-Market Monitoring, Prevue HR 40 to Vervoe 28.
Vendor profile
Prevue HR
Prevue HR's psychometric platform tests candidates' aptitude, personality and motivations and compares the results with a custom role benchmark to produce a percentage Job Suitability score and Job-Fit report, alongside an optional applicant tracking system (APS Pro).
Vendor profile
Vervoe
AI-powered skills-assessment platform that grades and ranks candidates on performance in role-specific, task-based assessments.
§ The record
Prevue HR and Vervoe are both filed under Assessment AI. They record no secondary category in common.
Both are in scope of NYC LL 144, EU AI Act, Colorado AI Act, Illinois HB 3773 and Mobley v. Workday.
| Record | Prevue HR | Vervoe |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | CA | AU |
| Founded | 1994 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 29% of the movement so far
Bias Audit Transparency
Prevue HR 44 · Vervoe 52
1.4 weighted points to Vervoe
12% weight · 58% of the movement so far
Post-Market Monitoring
Prevue HR 40 · Vervoe 28
1.4 weighted points to Prevue HR
15% weight · 79% of the movement so far
Data Governance Disclosure
Prevue HR 48 · Vervoe 55
1.1 weighted points to Vervoe
12% weight · 94% of the movement so far
Human Oversight Design
Prevue HR 54 · Vervoe 60
0.7 weighted points to Vervoe
15% weight · 100% of the movement so far
FRIA Support
Prevue HR 27 · Vervoe 25
0.3 weighted points to Prevue HR
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -1.5 — the difference between the two totals before either is rounded. Shares are of 4.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -2 beside that -1.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Prevue HR minus Vervoe.
| Category | Weight | Prevue HR | Vervoe | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 45 | - | - |
| Bias Audit Transparency | 18% | 44 | 52 | -8 | -1.4 |
| FRIA Support | 15% | 27 | 25 | +2 | +0.3 |
| Data Governance Disclosure | 15% | 48 | 55 | -7 | -1.1 |
| Human Oversight Design | 12% | 54 | 60 | -6 | -0.7 |
| Post-Market Monitoring | 12% | 40 | 28 | +12 | +1.4 |
| Customer Documentation | 8% | 58 | 58 | - | - |
| Total | 100% | 44 (F) | 46 (F) | -2 | -1.5 |
§ Evidence
Cited sources and documented absences, criterion by criterion.
An absence is a finding, not a blank: the reviewer looked for a named artefact and recorded that it is not located. Where a source sits is a fact about hosting only.
| Criterion | Weight | Prevue HR | Vervoe | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 2 | 1 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 28 | 6 | Sources on the vendor's own domainSources on a separate domain | 15 | 5 | Audit reportSources on the vendor's own domain |
Prevue HR has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 documented absences; Vervoe has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences; some documentation or audit rows for Prevue HR sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 54 evidence rows on file for these two vendors: 34 for Prevue HR, across 2 distinct source domains, and 20 for Vervoe, across 1 distinct source domain.
- Rubric
- v1.0
- Prevue HR last reviewed
- September 25, 2026 · HireAIScore editorial team
- Vervoe last reviewed
- June 7, 2026 · HireAIScore editorial team
HireAIScore scores are editorial research, not legal advice, and no vendor pays for placement, scoring or removal — see the methodology, conflicts policy and terms.
§ Where next