Side-by-side · Rubric v1.0
Findem 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.
Vendor profile
Findem
AI talent-intelligence platform that uses 'attribute'/3D-data enrichment over 850M+ candidate profiles to power candidate search, sourcing, talent CRM, and agentic recruiting workflows.
58
FSubstantial gaps
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.
56
FSubstantial gaps
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Findem minus Sapia.ai.
| Category | Weight | Findem | Sapia.ai | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 70 | -12 |
| Bias Audit Transparency | 18% | 83 | 52 | +31 |
| FRIA Support | 15% | 38 | 35 | +3 |
| Data Governance Disclosure | 15% | 57 | 62 | -5 |
| Human Oversight Design | 12% | 60 | 62 | -2 |
| Post-Market Monitoring | 12% | 42 | 50 | -8 |
| Customer Documentation | 8% | 58 | 62 | -4 |
| Total | 100% | 58 (F) | 56 (F) | +2 |
§ Evidence summary
Evidence count
Findem
17 rows across 7 categories
- documentation
- 7
- absence
- 5
- audit report
- 2
- public statement
- 3
Evidence count
Sapia.ai
20 rows across 7 categories
- documentation
- 14
- absence
- 4
- audit report
- 2