Side-by-side · Rubric v1.0
ADP 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
ADP
ADP is an enterprise human capital management and payroll provider whose recruiting suite uses AI to parse, rank, and match job applicants via its Candidate Relevancy tool, ADP Assist generative-AI assistant/job-description generator, and skills intelligence.
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 ADP minus Willo.
| Category | Weight | ADP | Willo | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 53 | 38 | +15 |
| Bias Audit Transparency | 18% | 46 | 30 | +16 |
| FRIA Support | 15% | 28 | 25 | +3 |
| Data Governance Disclosure | 15% | 57 | 53 | +4 |
| Human Oversight Design | 12% | 55 | 62 | -7 |
| Post-Market Monitoring | 12% | 45 | 36 | +9 |
| Customer Documentation | 8% | 58 | 54 | +4 |
| Total | 100% | 48 (F) | 41 (F) | +7 |
§ Evidence summary
Evidence count
ADP
23 rows across 7 categories
- documentation
- 16
- absence
- 5
- public statement
- 2
Evidence count
Willo
14 rows across 7 categories
- documentation
- 8
- absence
- 5
- public statement
- 1