Side-by-side · Rubric v1.0
ADP vs Eightfold 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.
Vendor profile
ADP
ADP is an enterprise human capital management and payroll provider whose recruiting suite uses AI to parse, rank, and match job applicants via its Candidate Relevancy tool, ADP Assist generative-AI assistant/job-description generator, and skills intelligence.
Vendor profile
Eightfold AI
Talent intelligence platform offering candidate matching, internal mobility, and career-site personalization on top of a deep-learning talent graph.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is ADP minus Eightfold AI.
| Category | Weight | ADP | Eightfold AI | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 53 | 75 | -22 |
| Bias Audit Transparency | 18% | 46 | 85 | -39 |
| FRIA Support | 15% | 28 | 45 | -17 |
| Data Governance Disclosure | 15% | 57 | 60 | -3 |
| Human Oversight Design | 12% | 55 | 60 | -5 |
| Post-Market Monitoring | 12% | 45 | 50 | -5 |
| Customer Documentation | 8% | 58 | 60 | -2 |
| Total | 100% | 48 (F) | 64 (D) | -16 |
§ Evidence summary
Evidence count
ADP
23 rows across 7 categories
- documentation
- 16
- absence
- 5
- public statement
- 2
Evidence count
Eightfold AI
15 rows across 7 categories
- documentation
- 6
- public statement
- 4
- audit report
- 3
- absence
- 2