Side-by-side · Rubric v1.0
Cornerstone OnDemand vs Retorio
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
Retorio
Video-based AI that analyses words, voice, and facial expression/body language to infer Big Five (OCEAN) personality and behavioural traits.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cornerstone OnDemand minus Retorio.
| Category | Weight | Cornerstone OnDemand | Retorio | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 72 | 50 | +22 |
| Bias Audit Transparency | 18% | 58 | 40 | +18 |
| FRIA Support | 15% | 35 | 30 | +5 |
| Data Governance Disclosure | 15% | 60 | 52 | +8 |
| Human Oversight Design | 12% | 55 | 52 | +3 |
| Post-Market Monitoring | 12% | 45 | 33 | +12 |
| Customer Documentation | 8% | 60 | 50 | +10 |
| Total | 100% | 56 (F) | 44 (F) | +12 |
§ Evidence summary
Evidence count
Cornerstone OnDemand
20 rows across 7 categories
- audit report
- 3
- documentation
- 11
- absence
- 5
- public statement
- 1
Evidence count
Retorio
22 rows across 7 categories
- documentation
- 11
- absence
- 6
- public statement
- 2
- audit report
- 2
- integration
- 1