§ The result
Vervoe leads Ceipal by 11 points.
Vervoe sits 11 points above Ceipal under rubric v1.0 — 46 against 35 — with Vervoe filed under Assessment and Ceipal under ATS-integrated. Vervoe leads 5 of the 7 criteria, including Bias Audit Transparency, while Ceipal leads 1, including Post-Market Monitoring, and 1 is level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Ceipal 20, Vervoe 52 — and at an 18% weight it carries 47% of the weighted advantage Vervoe holds across the 5 criteria on that side of the table.
Vendor profile
Ceipal
AI-powered applicant tracking and workforce-management platform for staffing firms that sources, matches, and ranks candidates on a 1-to-100 scale against job requirements.
Vendor profile
Vervoe
AI-powered skills-assessment platform that grades and ranks candidates on performance in role-specific, task-based assessments.
§ The record
Ceipal is filed under ATS-integrated AI, Vervoe under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Vervoe is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Ceipal | Vervoe |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | AU |
| Founded | 2015 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 43% of the movement so far
Bias Audit Transparency
Ceipal 20 · Vervoe 52
5.8 weighted points to Vervoe
20% weight · 65% of the movement so far
Article 11 Technical Documentation
Ceipal 30 · Vervoe 45
3.0 weighted points to Vervoe
12% weight · 78% of the movement so far
Human Oversight Design
Ceipal 46 · Vervoe 60
1.7 weighted points to Vervoe
15% weight · 88% of the movement so far
Data Governance Disclosure
Ceipal 46 · Vervoe 55
1.3 weighted points to Vervoe
12% weight · 97% of the movement so far
Post-Market Monitoring
Ceipal 38 · Vervoe 28
1.2 weighted points to Ceipal
8% weight · 100% of the movement so far
Customer Documentation
Ceipal 53 · Vervoe 58
0.4 weighted points to Vervoe
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -11.0 — the difference between the two totals before either is rounded. Shares are of 13.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -11 beside that -11.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Ceipal minus Vervoe.
| Category | Weight | Ceipal | Vervoe | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 45 | -15 | -3.0 |
| Bias Audit Transparency | 18% | 20 | 52 | -32 | -5.8 |
| FRIA Support | 15% | 25 | 25 | - | - |
| Data Governance Disclosure | 15% | 46 | 55 | -9 | -1.3 |
| Human Oversight Design | 12% | 46 | 60 | -14 | -1.7 |
| Post-Market Monitoring | 12% | 38 | 28 | +10 | +1.2 |
| Customer Documentation | 8% | 53 | 58 | -5 | -0.4 |
| Total | 100% | 35 (F) | 46 (F) | -11 | -11.0 |
§ 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 | Ceipal | Vervoe | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 2 | 1 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 7 | Sources on the vendor's own domain | 15 | 5 | Audit reportSources on the vendor's own domain |
Ceipal has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 7 documented absences; Vervoe has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences.
Provenance
The scores above are documented by 40 evidence rows on file for these two vendors: 20 for Ceipal, across 1 distinct source domain, and 20 for Vervoe, across 1 distinct source domain.
- Rubric
- v1.0
- Ceipal last reviewed
- July 17, 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