Side-by-side · Rubric v1.0
BrightHire vs Sapia.ai
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.
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BrightHire
BrightHire is an interview intelligence platform that records, transcribes and analyzes hiring interviews into competency-structured notes and ATS scorecards, and additionally runs AI-led screening interviews (BrightHire Screen) that score and rank candidates against customer-defined rubrics.
Vendor profile
Sapia.ai
Structured, text-based chat interview that scores candidates on personality (HEXACO) and competency traits — with no video, audio, or demographic data used.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is BrightHire minus Sapia.ai.
| Category | Weight | BrightHire | Sapia.ai | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 70 | -18 |
| Bias Audit Transparency | 18% | 50 | 52 | -2 |
| FRIA Support | 15% | 36 | 35 | +1 |
| Data Governance Disclosure | 15% | 60 | 62 | -2 |
| Human Oversight Design | 12% | 60 | 62 | -2 |
| Post-Market Monitoring | 12% | 42 | 50 | -8 |
| Customer Documentation | 8% | 62 | 62 | — |
| Total | 100% | 51 (F) | 56 (F) | -5 |
§ Evidence summary
Evidence count
BrightHire
23 rows across 7 categories
- documentation
- 13
- absence
- 7
- public statement
- 2
- audit report
- 1
Evidence count
Sapia.ai
20 rows across 7 categories
- documentation
- 14
- absence
- 4
- audit report
- 2