Side-by-side · Rubric v1.0
Dayforce vs impress.ai
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
Dayforce
Dayforce is an enterprise human capital management platform whose Dayforce Recruiting module uses AI to assign letter grades to external job applicants, generate job descriptions, and automate screening and hiring workflows alongside HR, payroll, time, talent, and analytics.
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.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dayforce minus impress.ai.
| Category | Weight | Dayforce | impress.ai | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 74 | 35 | +39 |
| Bias Audit Transparency | 18% | 42 | 22 | +20 |
| FRIA Support | 15% | 40 | 25 | +15 |
| Data Governance Disclosure | 15% | 63 | 55 | +8 |
| Human Oversight Design | 12% | 68 | 52 | +16 |
| Post-Market Monitoring | 12% | 47 | 32 | +15 |
| Customer Documentation | 8% | 70 | 58 | +12 |
| Total | 100% | 57 (F) | 38 (F) | +19 |
§ Evidence summary
Evidence count
Dayforce
34 rows across 7 categories
- documentation
- 20
- public statement
- 7
- absence
- 6
- audit report
- 1
Evidence count
impress.ai
25 rows across 7 categories
- documentation
- 17
- public statement
- 1
- absence
- 7