Side-by-side · Rubric v1.0
Findem vs Spark Hire
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.
Vendor profile
Spark Hire
Spark Hire is a hiring platform combining one-way (async) and live video interviewing with an applicant tracking system (via its Comeet acquisition), and adds AI features that score and rank candidates' resumes and one-way video responses to help recruiters prioritize submissions.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Findem minus Spark Hire.
| Category | Weight | Findem | Spark Hire | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 58 | — |
| Bias Audit Transparency | 18% | 83 | 62 | +21 |
| FRIA Support | 15% | 38 | 30 | +8 |
| Data Governance Disclosure | 15% | 57 | 60 | -3 |
| Human Oversight Design | 12% | 60 | 62 | -2 |
| Post-Market Monitoring | 12% | 42 | 38 | +4 |
| Customer Documentation | 8% | 58 | 64 | -6 |
| Total | 100% | 58 (F) | 53 (F) | +5 |
§ Evidence summary
Evidence count
Findem
17 rows across 7 categories
- documentation
- 7
- absence
- 5
- audit report
- 2
- public statement
- 3
Evidence count
Spark Hire
20 rows across 7 categories
- documentation
- 10
- absence
- 4
- audit report
- 1
- public statement
- 5