Side-by-side · Rubric v1.0
impress.ai vs Korn Ferry
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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impress.ai
impress.ai is a Singapore-headquartered recruitment automation platform that uses conversational AI assistants, resume parsing and scoring, and structured competency-based screening to filter, rank and shortlist job candidates, integrating with enterprise ATS systems.
Vendor profile
Korn Ferry
Korn Ferry provides psychometric talent assessments (Korn Ferry Assess, the KF4D Four Dimensional assessment, KFALP leadership-potential assessment, and the Leadership Architect competency framework) used to evaluate candidates' personality, competencies, drivers, and cognitive ability for selection, promotion, and development decisions.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is impress.ai minus Korn Ferry.
| Category | Weight | impress.ai | Korn Ferry | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 58 | -23 |
| Bias Audit Transparency | 18% | 22 | 48 | -26 |
| FRIA Support | 15% | 25 | 25 | — |
| Data Governance Disclosure | 15% | 55 | 52 | +3 |
| Human Oversight Design | 12% | 52 | 52 | — |
| Post-Market Monitoring | 12% | 32 | 33 | -1 |
| Customer Documentation | 8% | 58 | 52 | +6 |
| Total | 100% | 38 (F) | 46 (F) | -8 |
§ Evidence summary
Evidence count
impress.ai
25 rows across 7 categories
- documentation
- 17
- public statement
- 1
- absence
- 7
Evidence count
Korn Ferry
17 rows across 7 categories
- documentation
- 9
- absence
- 7
- public statement
- 1