§ The result
Rippling leads Qureos on all 7 criteria.
Under rubric v1.0, Rippling (ATS-integrated) opens a 23-point lead on Qureos (Screening), 56 to 33. Qureos leads none of the 7 criteria, and Rippling is ahead on 4 of them by 20 raw points or more, Article 11 Technical Documentation among them. Even Article 11 Technical Documentation, the widest raw gap and the heaviest weighted swing (Qureos 28, Rippling 73, 20% weight), is only 38% of the weighted advantage Rippling builds across the 7 criteria it leads.
Vendor profile
Qureos
Qureos is a Dubai-based AI recruiting platform whose Iris agents source candidates, score and rank applicants against recruiter-set criteria, and run AI voice and video interviews with personality scoring, alongside an ATS and a job-seeker marketplace focused on MENA and South Asia.
Vendor profile
Rippling
Rippling Recruiting is an applicant tracking system within Rippling's all-in-one HR/IT/finance platform that uses AI to review and screen job applications, summarize interviewer feedback, transcribe video interviews, flag application fraud, and automate interview scheduling.
§ The record
Qureos is filed under Screening AI, Rippling under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Qureos is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Qureos | Rippling |
|---|---|---|
| Price tier | Mid | High |
| Headquarters | AE | US |
| Founded | 2021 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 38% of the movement so far
Article 11 Technical Documentation
Qureos 28 · Rippling 73
9.0 weighted points to Rippling
18% weight · 61% of the movement so far
Bias Audit Transparency
Qureos 12 · Rippling 42
5.4 weighted points to Rippling
15% weight · 74% of the movement so far
FRIA Support
Qureos 25 · Rippling 45
3.0 weighted points to Rippling
15% weight · 87% of the movement so far
Data Governance Disclosure
Qureos 44 · Rippling 64
3.0 weighted points to Rippling
12% weight · 93% of the movement so far
Post-Market Monitoring
Qureos 35 · Rippling 47
1.4 weighted points to Rippling
8% weight · 97% of the movement so far
Customer Documentation
Qureos 52 · Rippling 64
1.0 weighted points to Rippling
12% weight · 100% of the movement so far
Human Oversight Design
Qureos 54 · Rippling 60
0.7 weighted points to Rippling
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -23.5 — the difference between the two totals before either is rounded. Shares are of 23.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -23 beside that -23.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Qureos minus Rippling.
| Category | Weight | Qureos | Rippling | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 28 | 73 | -45 | -9.0 |
| Bias Audit Transparency | 18% | 12 | 42 | -30 | -5.4 |
| FRIA Support | 15% | 25 | 45 | -20 | -3.0 |
| Data Governance Disclosure | 15% | 44 | 64 | -20 | -3.0 |
| Human Oversight Design | 12% | 54 | 60 | -6 | -0.7 |
| Post-Market Monitoring | 12% | 35 | 47 | -12 | -1.4 |
| Customer Documentation | 8% | 52 | 64 | -12 | -1.0 |
| Total | 100% | 33 (F) | 56 (F) | -23 | -23.5 |
§ 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 | Qureos | Rippling | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 6 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 6 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 28 | 7 | Sources on the vendor's own domain | 12 | 1 | Audit reportSources on the vendor's own domain |
Qureos has 35 evidence rows across 7 of 7 criteria — 28 with a source URL, 7 documented absences; Rippling has 13 evidence rows across 7 of 7 criteria — 12 with a source URL, 1 documented absence.
Provenance
The scores above are documented by 48 evidence rows on file for these two vendors: 35 for Qureos, across 1 distinct source domain, and 13 for Rippling, across 1 distinct source domain.
- Rubric
- v1.0
- Qureos last reviewed
- September 25, 2026 · HireAIScore editorial team
- Rippling 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