§ The result
Classet leads Vervoe by 9 points.
Under rubric v1.0, Classet, filed under Screening, finishes on 55 and Vervoe, filed under Assessment, on 46, 9 points apart. Classet leads 6 of the 7 criteria, including Bias Audit Transparency, while Vervoe leads 1, including Human Oversight Design. Classet takes the heaviest weighted swing, Bias Audit Transparency at 18% (Classet 76, Vervoe 52), which is 43% of the weighted advantage Classet holds; the widest raw gap is a different criterion, Post-Market Monitoring, Classet 58 to Vervoe 28.
Vendor profile
Classet
Classet's AI voice recruiter, Joy, phones hourly and frontline applicants within about a minute of applying, runs employer-scripted screening interviews with binary knockout questions, and sends recruiters recordings, transcripts, summaries and a qualified/unqualified outcome, either in Classet's lightweight ATS or in 100+ connected ATSs.
Vendor profile
Vervoe
AI-powered skills-assessment platform that grades and ranks candidates on performance in role-specific, task-based assessments.
§ The record
Classet is filed under Screening AI, Vervoe under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Vervoe is in scope of Mobley v. Workday.
| Record | Classet | Vervoe |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | AU |
| Founded | 2021 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 41% of the movement so far
Bias Audit Transparency
Classet 76 · Vervoe 52
4.3 weighted points to Classet
12% weight · 75% of the movement so far
Post-Market Monitoring
Classet 58 · Vervoe 28
3.6 weighted points to Classet
15% weight · 87% of the movement so far
FRIA Support
Classet 33 · Vervoe 25
1.2 weighted points to Classet
12% weight · 92% of the movement so far
Human Oversight Design
Classet 55 · Vervoe 60
0.6 weighted points to Vervoe
8% weight · 95% of the movement so far
Customer Documentation
Classet 62 · Vervoe 58
0.3 weighted points to Classet
15% weight · 98% of the movement so far
Data Governance Disclosure
Classet 57 · Vervoe 55
0.3 weighted points to Classet
20% weight · 100% of the movement so far
Article 11 Technical Documentation
Classet 46 · Vervoe 45
0.2 weighted points to Classet
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +9.3 — the difference between the two totals before either is rounded. Shares are of 10.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +9 beside that +9.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Classet minus Vervoe.
| Category | Weight | Classet | Vervoe | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 46 | 45 | +1 | +0.2 |
| Bias Audit Transparency | 18% | 76 | 52 | +24 | +4.3 |
| FRIA Support | 15% | 33 | 25 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 57 | 55 | +2 | +0.3 |
| Human Oversight Design | 12% | 55 | 60 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 58 | 28 | +30 | +3.6 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 55 (F) | 46 (F) | +9 | +9.3 |
§ 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 | Classet | 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% | 4 | 0 | Audit reportSources on a separate domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own 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% | 8 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate 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% | 33 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 15 | 5 | Audit reportSources on the vendor's own domain |
Classet has 38 evidence rows across 7 of 7 criteria — 33 with a source URL, 5 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 Classet sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 58 evidence rows on file for these two vendors: 38 for Classet, across 3 distinct source domains, and 20 for Vervoe, across 1 distinct source domain.
- Rubric
- v1.0
- Classet 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