Side-by-side · Rubric v1.0
Eightfold AI 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
Eightfold AI
Talent intelligence platform offering candidate matching, internal mobility, and career-site personalization on top of a deep-learning talent graph.
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 Eightfold AI minus Paycom.
| Category | Weight | Eightfold AI | Paycom | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 75 | 68 | +7 |
| Bias Audit Transparency | 18% | 85 | 38 | +47 |
| FRIA Support | 15% | 45 | 30 | +15 |
| Data Governance Disclosure | 15% | 60 | 62 | -2 |
| Human Oversight Design | 12% | 60 | 55 | +5 |
| Post-Market Monitoring | 12% | 50 | 38 | +12 |
| Customer Documentation | 8% | 60 | 60 | — |
| Total | 100% | 64 (D) | 50 (F) | +14 |
§ Evidence summary
Evidence count
Eightfold AI
15 rows across 7 categories
- documentation
- 6
- public statement
- 4
- audit report
- 3
- absence
- 2
Evidence count
Paycom
20 rows across 7 categories
- documentation
- 9
- public statement
- 3
- absence
- 7
- audit report
- 1