§ The result
Cornerstone OnDemand leads Qureos on all 7 criteria.
Cornerstone OnDemand finishes 23 points clear of Qureos under rubric v1.0 — 56 against 33 — across the ATS-integrated and Screening cohorts. Of the 7 criteria Qureos wins none, and the narrowest lead Cornerstone OnDemand holds is on Human Oversight Design, Cornerstone OnDemand 55 to Qureos 54. Bias Audit Transparency is the widest raw gap (Cornerstone OnDemand 58, Qureos 12) but not the heaviest weighted swing, which is Article 11 Technical Documentation at 20% (Cornerstone OnDemand 72, Qureos 28), 38% of the weighted advantage Cornerstone OnDemand builds across the 7 criteria it leads.
Vendor profile
Cornerstone OnDemand
Cornerstone OnDemand is an enterprise talent-management and learning suite whose Cornerstone Galaxy platform uses AI-driven skills extraction and matching (including the acquired SkyHive Skills Models) to power recruiting, candidate screening, and workforce development.
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
Cornerstone OnDemand is filed under ATS-integrated AI, Qureos under Screening AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act, Illinois HB 3773 and Mobley v. Workday.
| Record | Cornerstone OnDemand | Qureos |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | AE |
| Founded | 1999 | 2021 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 38% of the movement so far
Article 11 Technical Documentation
Cornerstone OnDemand 72 · Qureos 28
8.8 weighted points to Cornerstone OnDemand
18% weight · 74% of the movement so far
Bias Audit Transparency
Cornerstone OnDemand 58 · Qureos 12
8.3 weighted points to Cornerstone OnDemand
15% weight · 85% of the movement so far
Data Governance Disclosure
Cornerstone OnDemand 60 · Qureos 44
2.4 weighted points to Cornerstone OnDemand
15% weight · 91% of the movement so far
FRIA Support
Cornerstone OnDemand 35 · Qureos 25
1.5 weighted points to Cornerstone OnDemand
12% weight · 97% of the movement so far
Post-Market Monitoring
Cornerstone OnDemand 45 · Qureos 35
1.2 weighted points to Cornerstone OnDemand
8% weight · 99% of the movement so far
Customer Documentation
Cornerstone OnDemand 60 · Qureos 52
0.6 weighted points to Cornerstone OnDemand
12% weight · 100% of the movement so far
Human Oversight Design
Cornerstone OnDemand 55 · Qureos 54
0.1 weighted points to Cornerstone OnDemand
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +22.9 — the difference between the two totals before either is rounded. Shares are of 22.9 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 +22.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cornerstone OnDemand minus Qureos.
| Category | Weight | Cornerstone OnDemand | Qureos | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 72 | 28 | +44 | +8.8 |
| Bias Audit Transparency | 18% | 58 | 12 | +46 | +8.3 |
| FRIA Support | 15% | 35 | 25 | +10 | +1.5 |
| Data Governance Disclosure | 15% | 60 | 44 | +16 | +2.4 |
| Human Oversight Design | 12% | 55 | 54 | +1 | +0.1 |
| Post-Market Monitoring | 12% | 45 | 35 | +10 | +1.2 |
| Customer Documentation | 8% | 60 | 52 | +8 | +0.6 |
| Total | 100% | 56 (F) | 33 (F) | +23 | +22.9 |
§ 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 | Cornerstone OnDemand | Qureos | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | Audit reportSources 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 domainSources on a separate 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% | 3 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 15 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 28 | 7 | Sources on the vendor's own domain |
Cornerstone OnDemand has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences; Qureos has 35 evidence rows across 7 of 7 criteria — 28 with a source URL, 7 documented absences; some documentation or audit rows for Cornerstone OnDemand sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 55 evidence rows on file for these two vendors: 20 for Cornerstone OnDemand, across 2 distinct source domains, and 35 for Qureos, across 1 distinct source domain.
- Rubric
- v1.0
- Cornerstone OnDemand last reviewed
- June 7, 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