Side-by-side · Rubric v1.0
Cornerstone OnDemand vs Thomas International
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
Thomas International
Thomas International provides psychometric and aptitude assessments (behaviour/DISC, cognitive ability, personality and emotional intelligence) with an AI coaching layer, used for hiring, candidate selection and employee development.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cornerstone OnDemand minus Thomas International.
| Category | Weight | Cornerstone OnDemand | Thomas International | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 72 | 54 | +18 |
| Bias Audit Transparency | 18% | 58 | 43 | +15 |
| FRIA Support | 15% | 35 | 33 | +2 |
| Data Governance Disclosure | 15% | 60 | 57 | +3 |
| Human Oversight Design | 12% | 55 | 51 | +4 |
| Post-Market Monitoring | 12% | 45 | 40 | +5 |
| Customer Documentation | 8% | 60 | 60 | — |
| Total | 100% | 56 (F) | 48 (F) | +8 |
§ Evidence summary
Evidence count
Cornerstone OnDemand
20 rows across 7 categories
- audit report
- 3
- documentation
- 11
- absence
- 5
- public statement
- 1
Evidence count
Thomas International
17 rows across 7 categories
- documentation
- 11
- absence
- 6