Side-by-side · Rubric v1.0
Retorio 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
Retorio
Video-based AI that analyses words, voice, and facial expression/body language to infer Big Five (OCEAN) personality and behavioural traits.
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 Retorio minus Willo.
| Category | Weight | Retorio | Willo | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 50 | 38 | +12 |
| Bias Audit Transparency | 18% | 40 | 30 | +10 |
| FRIA Support | 15% | 30 | 25 | +5 |
| Data Governance Disclosure | 15% | 52 | 53 | -1 |
| Human Oversight Design | 12% | 52 | 62 | -10 |
| Post-Market Monitoring | 12% | 33 | 36 | -3 |
| Customer Documentation | 8% | 50 | 54 | -4 |
| Total | 100% | 44 (F) | 41 (F) | +3 |
§ Evidence summary
Evidence count
Retorio
22 rows across 7 categories
- documentation
- 11
- absence
- 6
- public statement
- 2
- audit report
- 2
- integration
- 1
Evidence count
Willo
14 rows across 7 categories
- documentation
- 8
- absence
- 5
- public statement
- 1