Side-by-side · Rubric v1.0
UKG vs Zoho Recruit
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
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.
Vendor profile
Zoho Recruit
Zoho Recruit is a cloud-based applicant tracking and recruiting platform whose Zia AI assistant performs resume parsing, skills-based candidate-to-job matching, match scoring, sourcing, and AI-assisted screening and assessments.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is UKG minus Zoho Recruit.
| Category | Weight | UKG | Zoho Recruit | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 45 | +3 |
| Bias Audit Transparency | 18% | 30 | 24 | +6 |
| FRIA Support | 15% | 35 | 30 | +5 |
| Data Governance Disclosure | 15% | 56 | 55 | +1 |
| Human Oversight Design | 12% | 52 | 50 | +2 |
| Post-Market Monitoring | 12% | 38 | 40 | -2 |
| Customer Documentation | 8% | 55 | 60 | -5 |
| Total | 100% | 44 (F) | 42 (F) | +2 |
§ Evidence summary
Evidence count
UKG
14 rows across 7 categories
- documentation
- 5
- absence
- 8
- audit report
- 1
Evidence count
Zoho Recruit
17 rows across 7 categories
- documentation
- 8
- absence
- 7
- public statement
- 1
- audit report
- 1