Side-by-side · Rubric v1.0
Harri vs Manatal
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
Manatal
Cloud-based applicant tracking system and recruitment CRM for agencies and HR teams, featuring an AI engine that scores and ranks candidates against job requirements and an asynchronous AI video Interviewer.
Substantial gaps
ATS-integrated
The result
Harri and Manatal tie at 41.
Harri and Manatal, both in the ATS-integrated cohort, tie at 41 under rubric v1.0 by different routes through the criteria. Harri leads 2 of the 7 criteria and Manatal 3, with 2 level, yet the two totals land on the same number. FRIA Support is both the widest raw gap and the heaviest weighted swing — Harri 44, Manatal 33 — and at a 15% weight it carries 80% of the weighted advantage Harri holds across the 2 criteria on that side of the table.
Criteria won
7 criteria
- Harri2
- Manatal3
- Level2
- Widest raw gap
- FRIA Support44 vs 33
- Heaviest weighted swing
- FRIA Support15% weight
The record
Categories, scope and company facts.
Harri and Manatal are both filed under ATS-integrated AI. They also share 1 secondary category: Screening.
Both are in scope of
Only Manatal is in scope of
| Record | Harri | Manatal |
|---|---|---|
| Price tier | Enterprise | Low |
| Headquarters | US | TH |
| Founded | 2012 | 2019 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
FRIA Support
15% weight47% of the movement so far
Harri44Manatal331.6 weighted points to Harri
- 2
Human Oversight Design
12% weight74% of the movement so far
Harri52Manatal601.0 weighted points to Manatal
- 3
Article 11 Technical Documentation
20% weight85% of the movement so far
Harri35Manatal330.4 weighted points to Harri
- 4
Post-Market Monitoring
12% weight95% of the movement so far
Harri40Manatal430.4 weighted points to Manatal
- 5
Customer Documentation
8% weight100% of the movement so far
Harri60Manatal620.2 weighted points to Manatal
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +0.6 — the difference between the two totals before either is rounded. Shares are of 3.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads 0 beside that +0.6.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Harri minus Manatal, coloured for whichever of the two it favours.
| Category | Weight | Harri | Manatal | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 33 | +2 | +0.4 |
| Bias Audit Transparency | 18% | 22 | 22 | - | - |
| FRIA Support | 15% | 44 | 33 | +11 | +1.6 |
| Data Governance Disclosure | 15% | 52 | 52 | - | - |
| Human Oversight Design | 12% | 52 | 60 | -8 | -1.0 |
| Post-Market Monitoring | 12% | 40 | 43 | -3 | -0.4 |
| Customer Documentation | 8% | 60 | 62 | -2 | -0.2 |
| Total | 100% | 41F | 41F | - | +0.6 |
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 | Manatal | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 2 | Sources on the vendor's own domain | 1 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 19 | 8 | Sources on the vendor's own domain | 15 | 5 | Sources on the vendor's own domain |
Harri has 27 evidence rows across 7 of 7 criteria — 19 with a source URL, 8 documented absences; Manatal 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 Manatal, across 1 distinct source domain.
- Rubric
- v1.0
- Harri last reviewed
- August 2, 2026 · HireAIScore editorial team
- Manatal last reviewed
- July 17, 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
Scored against