Side-by-side · Rubric v1.0
impress.ai vs Paradox
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.
Export comparison (CSV)Pro→Vendor profile
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
Paradox
Conversational AI ("Olivia") that screens, schedules, and engages candidates over chat and SMS, often deployed on top of an existing ATS.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is impress.ai minus Paradox.
| Category | Weight | impress.ai | Paradox | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 40 | -5 |
| Bias Audit Transparency | 18% | 22 | 50 | -28 |
| FRIA Support | 15% | 25 | 25 | — |
| Data Governance Disclosure | 15% | 55 | 45 | +10 |
| Human Oversight Design | 12% | 52 | 50 | +2 |
| Post-Market Monitoring | 12% | 32 | 35 | -3 |
| Customer Documentation | 8% | 58 | 45 | +13 |
| Total | 100% | 38 (F) | 41 (F) | -3 |
§ Evidence summary
Evidence count
impress.ai
25 rows across 7 categories
- documentation
- 17
- public statement
- 1
- absence
- 7
Evidence count
Paradox
10 rows across 7 categories
- documentation
- 5
- absence
- 2
- audit report
- 1
- public statement
- 2