Side-by-side · Rubric v1.0
impress.ai vs Maki People
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
Maki People
Maki People is a Paris-based AI hiring platform whose core product is pre-hire assessment and screening of candidate skills, behaviors, and situational judgement at high volume, extended with conversational AI agents for screening, interview support, and scheduling.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is impress.ai minus Maki People.
| Category | Weight | impress.ai | Maki People | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 62 | -27 |
| Bias Audit Transparency | 18% | 22 | 80 | -58 |
| FRIA Support | 15% | 25 | 57 | -32 |
| Data Governance Disclosure | 15% | 55 | 62 | -7 |
| Human Oversight Design | 12% | 52 | 50 | +2 |
| Post-Market Monitoring | 12% | 32 | 52 | -20 |
| Customer Documentation | 8% | 58 | 70 | -12 |
| Total | 100% | 38 (F) | 62 (D) | -24 |
§ Evidence summary
Evidence count
impress.ai
25 rows across 7 categories
- documentation
- 17
- public statement
- 1
- absence
- 7
Evidence count
Maki People
22 rows across 7 categories
- documentation
- 13
- absence
- 5
- audit report
- 2
- public statement
- 2