Side-by-side · Rubric v1.0
Cornerstone OnDemand vs SmartRecruiters
Side-by-side scores and evidence under the HireAIScore rubric v1.0. Click a vendor name to jump to the full profile and the cited evidence behind each score.
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
SmartRecruiters
SmartRecruiters is an enterprise applicant tracking system and talent acquisition suite whose AI layer (the Winston assistant plus SmartAssistant/Winston Match) screens, ranks, and matches candidates to requisitions to support recruiter decisions.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cornerstone OnDemand minus SmartRecruiters.
| Category | Weight | Cornerstone OnDemand | SmartRecruiters | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 72 | 70 | +2 |
| Bias Audit Transparency | 18% | 58 | 78 | -20 |
| FRIA Support | 15% | 35 | 45 | -10 |
| Data Governance Disclosure | 15% | 60 | 62 | -2 |
| Human Oversight Design | 12% | 55 | 62 | -7 |
| Post-Market Monitoring | 12% | 45 | 48 | -3 |
| Customer Documentation | 8% | 60 | 63 | -3 |
| Total | 100% | 56 (F) | 62 (D) | -6 |
§ Evidence summary
Evidence count
Cornerstone OnDemand
20 rows across 7 categories
- audit report
- 3
- documentation
- 11
- absence
- 5
- public statement
- 1
Evidence count
SmartRecruiters
13 rows across 7 categories
- documentation
- 5
- public statement
- 3
- audit report
- 3
- absence
- 2