Side-by-side · Rubric v1.0
UKG vs Willo
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
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
Willo
Willo is a browser-based asynchronous (one-way) video interview platform that lets employers collect recorded video, audio, multiple-choice and written candidate responses, then uses AI to transcribe, summarize, rank candidates against employer-defined "Blueprint" criteria, and flag scripted or AI-generated answers.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is UKG minus Willo.
| Category | Weight | UKG | Willo | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 38 | +10 |
| Bias Audit Transparency | 18% | 30 | 30 | — |
| FRIA Support | 15% | 35 | 25 | +10 |
| Data Governance Disclosure | 15% | 56 | 53 | +3 |
| Human Oversight Design | 12% | 52 | 62 | -10 |
| Post-Market Monitoring | 12% | 38 | 36 | +2 |
| Customer Documentation | 8% | 55 | 54 | +1 |
| Total | 100% | 44 (F) | 41 (F) | +3 |
§ Evidence summary
Evidence count
UKG
14 rows across 7 categories
- documentation
- 5
- absence
- 8
- audit report
- 1
Evidence count
Willo
14 rows across 7 categories
- documentation
- 8
- absence
- 5
- public statement
- 1