§ The result
Paycom leads Qureos on all 7 criteria.
Under rubric v1.0, Paycom (ATS-integrated) opens a 17-point lead on Qureos (Screening), 50 to 33. Paycom leads every one of the 7 criteria, Qureos none of them, and the closest of the 7 is Human Oversight Design, Paycom 55 to Qureos 54. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Paycom 68, Qureos 28 — and at a 20% weight it carries 46% of the weighted advantage Paycom holds across the 7 criteria on that side of the table.
Vendor profile
Paycom
Paycom is a single-database human capital management and payroll platform whose applicant tracking system automates recruiting with resume parsing, keyword/knockout candidate filtering, automated correspondence, generative job-description writing, and a command-driven AI data-query engine (IWant).
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.
§ The record
Paycom is filed under ATS-integrated AI, Qureos under Screening AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Qureos is in scope of Mobley v. Workday.
| Record | Paycom | Qureos |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | AE |
| Founded | 1998 | 2021 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 46% of the movement so far
Article 11 Technical Documentation
Paycom 68 · Qureos 28
8.0 weighted points to Paycom
18% weight · 74% of the movement so far
Bias Audit Transparency
Paycom 38 · Qureos 12
4.7 weighted points to Paycom
15% weight · 89% of the movement so far
Data Governance Disclosure
Paycom 62 · Qureos 44
2.7 weighted points to Paycom
15% weight · 94% of the movement so far
FRIA Support
Paycom 30 · Qureos 25
0.8 weighted points to Paycom
8% weight · 97% of the movement so far
Customer Documentation
Paycom 60 · Qureos 52
0.6 weighted points to Paycom
12% weight · 99% of the movement so far
Post-Market Monitoring
Paycom 38 · Qureos 35
0.4 weighted points to Paycom
12% weight · 100% of the movement so far
Human Oversight Design
Paycom 55 · Qureos 54
0.1 weighted points to Paycom
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +17.3 — the difference between the two totals before either is rounded. Shares are of 17.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +17 beside that +17.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Paycom minus Qureos.
| Category | Weight | Paycom | Qureos | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 68 | 28 | +40 | +8.0 |
| Bias Audit Transparency | 18% | 38 | 12 | +26 | +4.7 |
| FRIA Support | 15% | 30 | 25 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 62 | 44 | +18 | +2.7 |
| Human Oversight Design | 12% | 55 | 54 | +1 | +0.1 |
| Post-Market Monitoring | 12% | 38 | 35 | +3 | +0.4 |
| Customer Documentation | 8% | 60 | 52 | +8 | +0.6 |
| Total | 100% | 50 (F) | 33 (F) | +17 | +17.3 |
§ 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 | Paycom | Qureos | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domain | 6 | 1 | Sources 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% | 2 | 1 | Sources on the vendor's own domain | 6 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 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% | 13 | 7 | Audit reportSources on the vendor's own domain | 28 | 7 | Sources on the vendor's own domain |
Paycom has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 7 documented absences; Qureos has 35 evidence rows across 7 of 7 criteria — 28 with a source URL, 7 documented absences.
Provenance
The scores above are documented by 55 evidence rows on file for these two vendors: 20 for Paycom, across 1 distinct source domain, and 35 for Qureos, across 1 distinct source domain.
- Rubric
- v1.0
- Paycom last reviewed
- July 17, 2026 · HireAIScore editorial team
- Qureos last reviewed
- September 25, 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