Side-by-side · Rubric v1.0
iCIMS 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
iCIMS
Enterprise talent-acquisition / applicant tracking platform (the iCIMS Talent Cloud) that adds optional AI features — Candidate Ranking, Talent Match, and a GPT-powered Copilot — to source, rank, and engage candidates.
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 iCIMS minus Willo.
| Category | Weight | iCIMS | Willo | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 38 | +20 |
| Bias Audit Transparency | 18% | 68 | 30 | +38 |
| FRIA Support | 15% | 38 | 25 | +13 |
| Data Governance Disclosure | 15% | 56 | 53 | +3 |
| Human Oversight Design | 12% | 58 | 62 | -4 |
| Post-Market Monitoring | 12% | 42 | 36 | +6 |
| Customer Documentation | 8% | 62 | 54 | +8 |
| Total | 100% | 55 (F) | 41 (F) | +14 |
§ Evidence summary
Evidence count
iCIMS
24 rows across 7 categories
- documentation
- 16
- audit report
- 3
- public statement
- 2
- absence
- 3
Evidence count
Willo
14 rows across 7 categories
- documentation
- 8
- absence
- 5
- public statement
- 1