§ The result
Findem leads BrightHire by 7 points.
Findem scores 58 and BrightHire 51 under rubric v1.0, a 7-point gap across the Sourcing and Screening cohorts. Findem leads 3 of the 7 criteria, including Bias Audit Transparency, while BrightHire leads 2, including Data Governance Disclosure, and 2 are level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — BrightHire 50, Findem 83 — and at an 18% weight it carries 80% of the weighted advantage Findem holds across the 3 criteria on that side of the table.
Vendor profile
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
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.
§ The record
BrightHire is filed under Screening AI, Findem under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Illinois HB 3773 and Colorado AI Act. Only BrightHire is in scope of Mobley v. Workday.
| Record | BrightHire | Findem |
|---|---|---|
| Price tier | High | Enterprise |
| Headquarters | US | US |
| Founded | 2019 | 2019 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 72% of the movement so far
Bias Audit Transparency
BrightHire 50 · Findem 83
5.9 weighted points to Findem
20% weight · 87% of the movement so far
Article 11 Technical Documentation
BrightHire 52 · Findem 58
1.2 weighted points to Findem
15% weight · 92% of the movement so far
Data Governance Disclosure
BrightHire 60 · Findem 57
0.4 weighted points to BrightHire
8% weight · 96% of the movement so far
Customer Documentation
BrightHire 62 · Findem 58
0.3 weighted points to BrightHire
15% weight · 100% of the movement so far
FRIA Support
BrightHire 36 · Findem 38
0.3 weighted points to Findem
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -6.7 — the difference between the two totals before either is rounded. Shares are of 8.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -7 beside that -6.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is BrightHire minus Findem.
| Category | Weight | BrightHire | Findem | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 58 | -6 | -1.2 |
| Bias Audit Transparency | 18% | 50 | 83 | -33 | -5.9 |
| FRIA Support | 15% | 36 | 38 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 60 | 57 | +3 | +0.4 |
| Human Oversight Design | 12% | 60 | 60 | - | - |
| Post-Market Monitoring | 12% | 42 | 42 | - | - |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 51 (F) | 58 (F) | -7 | -6.7 |
§ Evidence
Cited sources and documented absences, criterion by criterion.
An absence is a finding, not a blank: the reviewer looked for a named artefact and recorded that it is not located. Where a source sits is a fact about hosting only.
| Criterion | Weight | BrightHire | Findem | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domain | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Audit reportSources on a separate domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 16 | 7 | Audit reportSources on the vendor's own domain | 12 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain |
BrightHire has 23 evidence rows across 7 of 7 criteria — 16 with a source URL, 7 documented absences; Findem has 17 evidence rows across 7 of 7 criteria — 12 with a source URL, 5 documented absences; some documentation or audit rows for Findem sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 40 evidence rows on file for these two vendors: 23 for BrightHire, across 2 distinct source domains, and 17 for Findem, across 2 distinct source domains.
- Rubric
- v1.0
- BrightHire last reviewed
- August 2, 2026 · HireAIScore editorial team
- Findem last reviewed
- June 7, 2026 · HireAIScore editorial team
HireAIScore scores are editorial research, not legal advice, and no vendor pays for placement, scoring or removal — see the methodology, conflicts policy and terms.
§ Where next