Side-by-side · Rubric v1.0
Cornerstone OnDemand vs Toggl Hire
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.
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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
Toggl Hire
Toggl Hire is a skills-first hiring platform (now being retired) that screens candidates with auto-graded skills tests, async video interviews and homework assignments, bundled with a lightweight ATS.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cornerstone OnDemand minus Toggl Hire.
| Category | Weight | Cornerstone OnDemand | Toggl Hire | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 72 | 30 | +42 |
| Bias Audit Transparency | 18% | 58 | 20 | +38 |
| FRIA Support | 15% | 35 | 30 | +5 |
| Data Governance Disclosure | 15% | 60 | 55 | +5 |
| Human Oversight Design | 12% | 55 | 52 | +3 |
| Post-Market Monitoring | 12% | 45 | 35 | +10 |
| Customer Documentation | 8% | 60 | 50 | +10 |
| Total | 100% | 56 (F) | 37 (F) | +19 |
§ Evidence summary
Evidence count
Cornerstone OnDemand
20 rows across 7 categories
- audit report
- 3
- documentation
- 11
- absence
- 5
- public statement
- 1
Evidence count
Toggl Hire
14 rows across 7 categories
- absence
- 4
- documentation
- 9
- public statement
- 1