Side-by-side · Rubric v1.0
Criteria vs Paycom
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.
Vendor profile
Criteria
Criteria is a pre-employment assessment platform offering scientifically validated cognitive aptitude, personality, emotional-intelligence and skills tests, plus structured and AI-assisted interview tools, used to evaluate and rank job candidates.
Vendor profile
Paycom
Paycom is a single-database human capital management and payroll platform whose applicant tracking system automates recruiting with resume parsing, keyword/knockout candidate filtering, automated correspondence, generative job-description writing, and a command-driven AI data-query engine (IWant).
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Criteria minus Paycom.
| Category | Weight | Criteria | Paycom | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 68 | 68 | — |
| Bias Audit Transparency | 18% | 48 | 38 | +10 |
| FRIA Support | 15% | 32 | 30 | +2 |
| Data Governance Disclosure | 15% | 62 | 62 | — |
| Human Oversight Design | 12% | 56 | 55 | +1 |
| Post-Market Monitoring | 12% | 42 | 38 | +4 |
| Customer Documentation | 8% | 60 | 60 | — |
| Total | 100% | 53 (F) | 50 (F) | +3 |
§ Evidence summary
Evidence count
Criteria
18 rows across 7 categories
- documentation
- 10
- absence
- 4
- public statement
- 4
Evidence count
Paycom
20 rows across 7 categories
- documentation
- 9
- public statement
- 3
- absence
- 7
- audit report
- 1