Side-by-side · Rubric v1.0
Cornerstone OnDemand vs Sapia.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
Sapia.ai
Structured, text-based chat interview that scores candidates on personality (HEXACO) and competency traits — with no video, audio, or demographic data used.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cornerstone OnDemand minus Sapia.ai.
| Category | Weight | Cornerstone OnDemand | Sapia.ai | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 72 | 70 | +2 |
| Bias Audit Transparency | 18% | 58 | 52 | +6 |
| FRIA Support | 15% | 35 | 35 | — |
| Data Governance Disclosure | 15% | 60 | 62 | -2 |
| Human Oversight Design | 12% | 55 | 62 | -7 |
| Post-Market Monitoring | 12% | 45 | 50 | -5 |
| Customer Documentation | 8% | 60 | 62 | -2 |
| Total | 100% | 56 (F) | 56 (F) | — |
§ Evidence summary
Evidence count
Cornerstone OnDemand
20 rows across 7 categories
- audit report
- 3
- documentation
- 11
- absence
- 5
- public statement
- 1
Evidence count
Sapia.ai
20 rows across 7 categories
- documentation
- 14
- absence
- 4
- audit report
- 2