Side-by-side · Rubric v1.0
Talview 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
Talview
AI-powered hiring and exam-integrity platform spanning video interviewing, skills assessments, identity verification, and AI proctoring.
42
FSubstantial gaps
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.
44
FSubstantial gaps
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Talview minus UKG.
| Category | Weight | Talview | UKG | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 50 | 48 | +2 |
| Bias Audit Transparency | 18% | 38 | 30 | +8 |
| FRIA Support | 15% | 25 | 35 | -10 |
| Data Governance Disclosure | 15% | 48 | 56 | -8 |
| Human Oversight Design | 12% | 55 | 52 | +3 |
| Post-Market Monitoring | 12% | 32 | 38 | -6 |
| Customer Documentation | 8% | 52 | 55 | -3 |
| Total | 100% | 42 (F) | 44 (F) | -2 |
§ Evidence summary
Evidence count
Talview
17 rows across 7 categories
- documentation
- 8
- absence
- 6
- public statement
- 3
Evidence count
UKG
14 rows across 7 categories
- documentation
- 5
- absence
- 8
- audit report
- 1