Side-by-side · Rubric v1.0
Cornerstone OnDemand vs Eightfold AI
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
Eightfold AI
Talent intelligence platform offering candidate matching, internal mobility, and career-site personalization on top of a deep-learning talent graph.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cornerstone OnDemand minus Eightfold AI.
| Category | Weight | Cornerstone OnDemand | Eightfold AI | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 72 | 75 | -3 |
| Bias Audit Transparency | 18% | 58 | 85 | -27 |
| FRIA Support | 15% | 35 | 45 | -10 |
| Data Governance Disclosure | 15% | 60 | 60 | — |
| Human Oversight Design | 12% | 55 | 60 | -5 |
| Post-Market Monitoring | 12% | 45 | 50 | -5 |
| Customer Documentation | 8% | 60 | 60 | — |
| Total | 100% | 56 (F) | 64 (D) | -8 |
§ Evidence summary
Evidence count
Cornerstone OnDemand
20 rows across 7 categories
- audit report
- 3
- documentation
- 11
- absence
- 5
- public statement
- 1
Evidence count
Eightfold AI
15 rows across 7 categories
- documentation
- 6
- public statement
- 4
- audit report
- 3
- absence
- 2