§ The result
BrightHire leads Harri by 10 points.
BrightHire sits 10 points above Harri under rubric v1.0 — 51 against 41 — with BrightHire filed under Screening and Harri under ATS-integrated. BrightHire leads 6 of the 7 criteria, including Bias Audit Transparency, while Harri leads 1, including FRIA Support. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — BrightHire 50, Harri 22 — and at an 18% weight it carries 46% of the weighted advantage BrightHire holds across the 6 criteria on that side of the table.
Vendor profile
BrightHire
BrightHire is an interview intelligence platform that records, transcribes and analyzes hiring interviews into competency-structured notes and ATS scorecards, and additionally runs AI-led screening interviews (BrightHire Screen) that score and rank candidates against customer-defined rubrics.
Vendor profile
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.
§ The record
BrightHire is filed under Screening AI, Harri under ATS-integrated AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Illinois HB 3773 and Colorado AI Act. Only BrightHire is in scope of Mobley v. Workday.
| Record | BrightHire | Harri |
|---|---|---|
| Price tier | High | Enterprise |
| Headquarters | US | US |
| Founded | 2019 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 41% of the movement so far
Bias Audit Transparency
BrightHire 50 · Harri 22
5.0 weighted points to BrightHire
20% weight · 69% of the movement so far
Article 11 Technical Documentation
BrightHire 52 · Harri 35
3.4 weighted points to BrightHire
15% weight · 79% of the movement so far
FRIA Support
BrightHire 36 · Harri 44
1.2 weighted points to Harri
15% weight · 89% of the movement so far
Data Governance Disclosure
BrightHire 60 · Harri 52
1.2 weighted points to BrightHire
12% weight · 97% of the movement so far
Human Oversight Design
BrightHire 60 · Harri 52
1.0 weighted points to BrightHire
12% weight · 99% of the movement so far
Post-Market Monitoring
BrightHire 42 · Harri 40
0.2 weighted points to BrightHire
8% weight · 100% of the movement so far
Customer Documentation
BrightHire 62 · Harri 60
0.2 weighted points to BrightHire
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +9.8 — the difference between the two totals before either is rounded. Shares are of 12.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +10 beside that +9.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is BrightHire minus Harri.
| Category | Weight | BrightHire | Harri | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 35 | +17 | +3.4 |
| Bias Audit Transparency | 18% | 50 | 22 | +28 | +5.0 |
| FRIA Support | 15% | 36 | 44 | -8 | -1.2 |
| Data Governance Disclosure | 15% | 60 | 52 | +8 | +1.2 |
| Human Oversight Design | 12% | 60 | 52 | +8 | +1.0 |
| Post-Market Monitoring | 12% | 42 | 40 | +2 | +0.2 |
| Customer Documentation | 8% | 62 | 60 | +2 | +0.2 |
| Total | 100% | 51 (F) | 41 (F) | +10 | +9.8 |
§ 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 | BrightHire | Harri | ||||
|---|---|---|---|---|---|---|---|
| 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 | 1 | Audit reportSources on the vendor's own domain | 2 | 2 | Sources on the vendor's own domain |
| 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% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | 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% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 16 | 7 | Audit reportSources on the vendor's own domain | 19 | 8 | Sources on the vendor's own domain |
BrightHire has 23 evidence rows across 7 of 7 criteria — 16 with a source URL, 7 documented absences; Harri has 27 evidence rows across 7 of 7 criteria — 19 with a source URL, 8 documented absences.
Provenance
The scores above are documented by 50 evidence rows on file for these two vendors: 23 for BrightHire, across 2 distinct source domains, and 27 for Harri, across 1 distinct source domain.
- Rubric
- v1.0
- BrightHire last reviewed
- August 2, 2026 · HireAIScore editorial team
- Harri last reviewed
- August 2, 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