Side-by-side · Rubric v1.0
Harri vs Vervoe
Harri
Harri is a frontline workforce platform for hospitality, grocery and care employers whose pre-hire suite pairs a career portal and applicant tracking system with Carri, a conversational AI assistant that screens applicants and coordinates interviews, plus an agentic AI layer (Salli) for scheduling and labor-law compliance.
Substantial gaps
ATS-integrated
Vervoe
AI-powered skills-assessment platform that grades and ranks candidates on performance in role-specific, task-based assessments.
Substantial gaps
Assessment
The result
Vervoe leads Harri by 5 points.
Vervoe scores 46 and Harri 41 under rubric v1.0, a 5-point gap across the Assessment and ATS-integrated cohorts. Harri takes 3 of the 7 criteria, FRIA Support among them, against 4 for Vervoe, whose share includes Bias Audit Transparency. One criterion, Bias Audit Transparency, is both the widest raw gap (Harri 22, Vervoe 52) and the heaviest weighted swing, and at 18% weight it makes up 61% of the weighted advantage Vervoe holds across the 4 criteria it leads.
Criteria won
7 criteria
- Harri3
- Vervoe4
- Widest raw gap
- Bias Audit Transparency22 vs 52
- Heaviest weighted swing
- Bias Audit Transparency18% weight
The record
Categories, scope and company facts.
Harri is filed under ATS-integrated AI, Vervoe under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of
Only Vervoe is in scope of
| Record | Harri | Vervoe |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | AU |
| Founded | 2012 | 2016 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight41% of the movement so far
Harri22Vervoe525.4 weighted points to Vervoe
- 2
FRIA Support
15% weight62% of the movement so far
Harri44Vervoe252.9 weighted points to Harri
- 3
Article 11 Technical Documentation
20% weight77% of the movement so far
Harri35Vervoe452.0 weighted points to Vervoe
- 4
Post-Market Monitoring
12% weight88% of the movement so far
Harri40Vervoe281.4 weighted points to Harri
- 5
Human Oversight Design
12% weight95% of the movement so far
Harri52Vervoe601.0 weighted points to Vervoe
- 6
Data Governance Disclosure
15% weight99% of the movement so far
Harri52Vervoe550.4 weighted points to Vervoe
- 7
Customer Documentation
8% weight100% of the movement so far
Harri60Vervoe580.2 weighted points to Harri
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -4.4 — the difference between the two totals before either is rounded. Shares are of 13.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -5 beside that -4.4.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Harri minus Vervoe, coloured for whichever of the two it favours.
| Category | Weight | Harri | Vervoe | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 45 | -10 | -2.0 |
| Bias Audit Transparency | 18% | 22 | 52 | -30 | -5.4 |
| FRIA Support | 15% | 44 | 25 | +19 | +2.9 |
| Data Governance Disclosure | 15% | 52 | 55 | -3 | -0.4 |
| Human Oversight Design | 12% | 52 | 60 | -8 | -1.0 |
| Post-Market Monitoring | 12% | 40 | 28 | +12 | +1.4 |
| Customer Documentation | 8% | 60 | 58 | +2 | +0.2 |
| Total | 100% | 41F | 46F | -5 | -4.4 |
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 | Harri | 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% | 2 | 2 | Sources on the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 2 | 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% | 3 | 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% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 19 | 8 | Sources on the vendor's own domain | 15 | 5 | Audit reportSources on the vendor's own domain |
Harri has 27 evidence rows across 7 of 7 criteria — 19 with a source URL, 8 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 47 evidence rows on file for these two vendors: 27 for Harri, across 1 distinct source domain, and 20 for Vervoe, across 1 distinct source domain.
- Rubric
- v1.0
- Harri last reviewed
- August 2, 2026 · HireAIScore editorial team
- Vervoe last reviewed
- June 7, 2026 · HireAIScore editorial team
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