Side-by-side · Rubric v1.0
BrightHire 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.
Export comparison (CSV)Pro→Vendor profile
BrightHire
BrightHire is an interview intelligence platform that records, transcribes and analyzes hiring interviews into competency-structured notes and ATS scorecards, and additionally runs AI-led screening interviews (BrightHire Screen) that score and rank candidates against customer-defined rubrics.
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 BrightHire minus UKG.
| Category | Weight | BrightHire | UKG | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 48 | +4 |
| Bias Audit Transparency | 18% | 50 | 30 | +20 |
| FRIA Support | 15% | 36 | 35 | +1 |
| Data Governance Disclosure | 15% | 60 | 56 | +4 |
| Human Oversight Design | 12% | 60 | 52 | +8 |
| Post-Market Monitoring | 12% | 42 | 38 | +4 |
| Customer Documentation | 8% | 62 | 55 | +7 |
| Total | 100% | 51 (F) | 44 (F) | +7 |
§ Evidence summary
Evidence count
BrightHire
23 rows across 7 categories
- documentation
- 13
- absence
- 7
- public statement
- 2
- audit report
- 1
Evidence count
UKG
14 rows across 7 categories
- documentation
- 5
- absence
- 8
- audit report
- 1