Side-by-side · Rubric v1.0
Cornerstone OnDemand vs Workday Recruiting AI
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.
Substantial gaps
ATS-integrated
Workday Recruiting AI
AI features built into Workday Recruiting, including candidate-skill matching and recruiter productivity tools, surfaced inside the Workday ATS.
Substantial gaps
ATS-integrated
The result
Cornerstone OnDemand and Workday Recruiting AI tie at 56.
Cornerstone OnDemand and Workday Recruiting AI tie at 56 under rubric v1.0 inside the ATS-integrated cohort, arriving there from different criteria. Cornerstone OnDemand leads 3 of the 7 criteria and Workday Recruiting AI 3, with 1 level, yet the two totals land on the same number. One criterion, Human Oversight Design, is both the widest raw gap (Cornerstone OnDemand 55, Workday Recruiting AI 65) and the heaviest weighted swing, and at 12% weight it makes up 61% of the weighted advantage Workday Recruiting AI holds across the 3 criteria it leads.
Criteria won
7 criteria
- Cornerstone OnDemand3
- Workday Recruiting AI3
- Level1
- Widest raw gap
- Human Oversight Design55 vs 65
- Heaviest weighted swing
- Human Oversight Design12% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
Cornerstone OnDemand and Workday Recruiting AI are both filed under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of
Only Cornerstone OnDemand is in scope of
| Record | Cornerstone OnDemand | Workday Recruiting AI |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 1999 | 2005 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Human Oversight Design
12% weight28% of the movement so far
Cornerstone OnDemand55Workday Recruiting AI651.2 weighted points to Workday Recruiting AI
- 2
Post-Market Monitoring
12% weight56% of the movement so far
Cornerstone OnDemand45Workday Recruiting AI351.2 weighted points to Cornerstone OnDemand
- 3
Data Governance Disclosure
15% weight73% of the movement so far
Cornerstone OnDemand60Workday Recruiting AI550.8 weighted points to Cornerstone OnDemand
- 4
Article 11 Technical Documentation
20% weight82% of the movement so far
Cornerstone OnDemand72Workday Recruiting AI700.4 weighted points to Cornerstone OnDemand
- 5
Customer Documentation
8% weight92% of the movement so far
Cornerstone OnDemand60Workday Recruiting AI650.4 weighted points to Workday Recruiting AI
- 6
Bias Audit Transparency
18% weight100% of the movement so far
Cornerstone OnDemand58Workday Recruiting AI600.4 weighted points to Workday Recruiting AI
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +0.4 — the difference between the two totals before either is rounded. Shares are of 4.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads 0 beside that +0.4.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cornerstone OnDemand minus Workday Recruiting AI, coloured for whichever of the two it favours.
| Category | Weight | Cornerstone OnDemand | Workday Recruiting AI | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 72 | 70 | +2 | +0.4 |
| Bias Audit Transparency | 18% | 58 | 60 | -2 | -0.4 |
| FRIA Support | 15% | 35 | 35 | - | - |
| Data Governance Disclosure | 15% | 60 | 55 | +5 | +0.8 |
| Human Oversight Design | 12% | 55 | 65 | -10 | -1.2 |
| Post-Market Monitoring | 12% | 45 | 35 | +10 | +1.2 |
| Customer Documentation | 8% | 60 | 65 | -5 | -0.4 |
| Total | 100% | 56F | 56F | - | +0.4 |
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 | Workday Recruiting AI | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | Audit reportSources on the vendor's own domain | 3 | 0 | 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 | 1 | 0 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Customer Documentation | 8% | 3 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 15 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 9 | 2 | Audit reportSources 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; Workday Recruiting AI has 11 evidence rows across 7 of 7 criteria — 9 with a source URL, 2 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 31 evidence rows on file for these two vendors: 20 for Cornerstone OnDemand, across 2 distinct source domains, and 11 for Workday Recruiting AI, across 1 distinct source domain.
- Rubric
- v1.0
- Cornerstone OnDemand last reviewed
- June 7, 2026 · HireAIScore editorial team
- Workday Recruiting AI last reviewed
- May 21, 2026 · HireAIScore editorial team
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