Side-by-side · Rubric v1.0
Eightfold AI vs UKG
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
UKG
UKG is an enterprise HCM and workforce-management suite whose UKG Pro Recruiting applicant-tracking module, augmented by the embedded Bryte AI layer, drafts job descriptions and produces profile-match candidate scores to rank and shortlist applicants.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Eightfold AI minus UKG.
| Category | Weight | Eightfold AI | UKG | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 75 | 48 | +27 |
| Bias Audit Transparency | 18% | 85 | 30 | +55 |
| FRIA Support | 15% | 45 | 35 | +10 |
| Data Governance Disclosure | 15% | 60 | 56 | +4 |
| Human Oversight Design | 12% | 60 | 52 | +8 |
| Post-Market Monitoring | 12% | 50 | 38 | +12 |
| Customer Documentation | 8% | 60 | 55 | +5 |
| Total | 100% | 64 (D) | 44 (F) | +20 |
§ Evidence summary
Evidence count
Eightfold AI
15 rows across 7 categories
- documentation
- 6
- public statement
- 4
- audit report
- 3
- absence
- 2
Evidence count
UKG
14 rows across 7 categories
- documentation
- 5
- absence
- 8
- audit report
- 1