Side-by-side · Rubric v1.0
Ceipal 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
Ceipal
AI-powered applicant tracking and workforce-management platform for staffing firms that sources, matches, and ranks candidates on a 1-to-100 scale against job requirements.
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 Ceipal minus UKG.
| Category | Weight | Ceipal | UKG | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 48 | -18 |
| Bias Audit Transparency | 18% | 20 | 30 | -10 |
| FRIA Support | 15% | 25 | 35 | -10 |
| Data Governance Disclosure | 15% | 46 | 56 | -10 |
| Human Oversight Design | 12% | 46 | 52 | -6 |
| Post-Market Monitoring | 12% | 38 | 38 | — |
| Customer Documentation | 8% | 53 | 55 | -2 |
| Total | 100% | 35 (F) | 44 (F) | -9 |
§ Evidence summary
Evidence count
Ceipal
20 rows across 7 categories
- absence
- 7
- documentation
- 9
- public statement
- 4
Evidence count
UKG
14 rows across 7 categories
- documentation
- 5
- absence
- 8
- audit report
- 1