§ The result
2 points separate Cornerstone OnDemand and SEEK.
Cornerstone OnDemand holds a 2-point edge over SEEK under rubric v1.0, 56 to 54, across the ATS-integrated and Screening cohorts. The criteria split evenly, 3 each to Cornerstone OnDemand and SEEK, with 1 level, and the weighted points on the side Cornerstone OnDemand holds, headed by Bias Audit Transparency, settle the total. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Cornerstone OnDemand 58, SEEK 40 — and at an 18% weight it carries 79% of the weighted advantage Cornerstone OnDemand holds across the 3 criteria on that side of the table.
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
SEEK
SEEK runs employment marketplaces in Australia, New Zealand and Southeast Asia (SEEK, Jobstreet and Jobsdb), and its seekAi employer tools label and rank applicants as 'high-fit' using a model trained on millions of past hirer shortlisting decisions, target job ads at predicted high-fit candidates, and run AI voice or text pre-screens, recommended shortlists and reference checks through a feature called Assist.
§ The record
Cornerstone OnDemand is filed under ATS-integrated AI, SEEK under Screening AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Cornerstone OnDemand is in scope of Mobley v. Workday.
| Record | Cornerstone OnDemand | SEEK |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | AU |
| Founded | 1999 | 1997 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 55% of the movement so far
Bias Audit Transparency
Cornerstone OnDemand 58 · SEEK 40
3.2 weighted points to Cornerstone OnDemand
12% weight · 70% of the movement so far
Human Oversight Design
Cornerstone OnDemand 55 · SEEK 62
0.8 weighted points to SEEK
12% weight · 80% of the movement so far
Post-Market Monitoring
Cornerstone OnDemand 45 · SEEK 50
0.6 weighted points to SEEK
15% weight · 88% of the movement so far
FRIA Support
Cornerstone OnDemand 35 · SEEK 32
0.4 weighted points to Cornerstone OnDemand
20% weight · 95% of the movement so far
Article 11 Technical Documentation
Cornerstone OnDemand 72 · SEEK 70
0.4 weighted points to Cornerstone OnDemand
8% weight · 100% of the movement so far
Customer Documentation
Cornerstone OnDemand 60 · SEEK 64
0.3 weighted points to SEEK
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +2.3 — the difference between the two totals before either is rounded. Shares are of 5.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +2 beside that +2.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cornerstone OnDemand minus SEEK.
| Category | Weight | Cornerstone OnDemand | SEEK | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 72 | 70 | +2 | +0.4 |
| Bias Audit Transparency | 18% | 58 | 40 | +18 | +3.2 |
| FRIA Support | 15% | 35 | 32 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 60 | 60 | - | - |
| Human Oversight Design | 12% | 55 | 62 | -7 | -0.8 |
| Post-Market Monitoring | 12% | 45 | 50 | -5 | -0.6 |
| Customer Documentation | 8% | 60 | 64 | -4 | -0.3 |
| Total | 100% | 56 (F) | 54 (F) | +2 | +2.3 |
§ 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 | Cornerstone OnDemand | SEEK | ||||
|---|---|---|---|---|---|---|---|
| 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 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 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 | 4 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 5 | 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 domainSources on a separate domain |
| All criteria | 100% | 15 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 23 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain |
Cornerstone OnDemand has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences; SEEK has 30 evidence rows across 7 of 7 criteria — 23 with a source URL, 7 documented absences; some documentation or audit rows for Cornerstone OnDemand and SEEK sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 50 evidence rows on file for these two vendors: 20 for Cornerstone OnDemand, across 2 distinct source domains, and 30 for SEEK, across 3 distinct source domains.
- Rubric
- v1.0
- Cornerstone OnDemand last reviewed
- June 7, 2026 · HireAIScore editorial team
- SEEK 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