Side-by-side · Rubric v1.0
Textkernel 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
Textkernel
Textkernel provides AI-powered CV/resume and job parsing, semantic search, and candidate-job matching technology (including the acquired Sovren engine) embedded inside ATS, job board, and HR systems.
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 Textkernel minus Willo.
| Category | Weight | Textkernel | Willo | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 55 | 38 | +17 |
| Bias Audit Transparency | 18% | 55 | 30 | +25 |
| FRIA Support | 15% | 32 | 25 | +7 |
| Data Governance Disclosure | 15% | 55 | 53 | +2 |
| Human Oversight Design | 12% | 60 | 62 | -2 |
| Post-Market Monitoring | 12% | 40 | 36 | +4 |
| Customer Documentation | 8% | 62 | 54 | +8 |
| Total | 100% | 51 (F) | 41 (F) | +10 |
§ Evidence summary
Evidence count
Textkernel
18 rows across 7 categories
- documentation
- 10
- absence
- 5
- audit report
- 1
- public statement
- 2
Evidence count
Willo
14 rows across 7 categories
- documentation
- 8
- absence
- 5
- public statement
- 1