§ The result
Findem leads Arena Analytics on all 7 criteria.
Rubric v1.0 puts 26 points between Findem (Sourcing) and Arena Analytics (Screening): 58 for Findem, 32 for Arena Analytics. Findem leads every one of the 7 criteria and 4 of them by 20 raw points or more, Bias Audit Transparency among them; Arena Analytics leads none. One criterion, Bias Audit Transparency, is both the widest raw gap (Arena Analytics 25, Findem 83) and the heaviest weighted swing, and at 18% weight it makes up 40% of the weighted advantage Findem holds across the 7 criteria it leads.
Vendor profile
Arena Analytics
Arena scores job applicants, mainly for healthcare and senior-living employers, on how likely they are to show up and stay in a specific role at a specific location, reroutes and sources candidates it rates likely to be retained, and applies the same outcome models to employee flight risk and internal mobility.
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
Arena Analytics 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, Colorado AI Act and Illinois HB 3773. Only Arena Analytics is in scope of Mobley v. Workday.
| Record | Arena Analytics | Findem |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 2015 | 2019 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 40% of the movement so far
Bias Audit Transparency
Arena Analytics 25 · Findem 83
10.4 weighted points to Findem
20% weight · 61% of the movement so far
Article 11 Technical Documentation
Arena Analytics 30 · Findem 58
5.6 weighted points to Findem
12% weight · 71% of the movement so far
Human Oversight Design
Arena Analytics 38 · Findem 60
2.6 weighted points to Findem
15% weight · 80% of the movement so far
Data Governance Disclosure
Arena Analytics 42 · Findem 57
2.3 weighted points to Findem
15% weight · 87% of the movement so far
FRIA Support
Arena Analytics 25 · Findem 38
1.9 weighted points to Findem
12% weight · 94% of the movement so far
Post-Market Monitoring
Arena Analytics 28 · Findem 42
1.7 weighted points to Findem
8% weight · 100% of the movement so far
Customer Documentation
Arena Analytics 38 · Findem 58
1.6 weighted points to Findem
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -26.2 — the difference between the two totals before either is rounded. Shares are of 26.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -26 beside that -26.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Arena Analytics minus Findem.
| Category | Weight | Arena Analytics | Findem | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 58 | -28 | -5.6 |
| Bias Audit Transparency | 18% | 25 | 83 | -58 | -10.4 |
| FRIA Support | 15% | 25 | 38 | -13 | -1.9 |
| Data Governance Disclosure | 15% | 42 | 57 | -15 | -2.3 |
| Human Oversight Design | 12% | 38 | 60 | -22 | -2.6 |
| Post-Market Monitoring | 12% | 28 | 42 | -14 | -1.7 |
| Customer Documentation | 8% | 38 | 58 | -20 | -1.6 |
| Total | 100% | 32 (F) | 58 (F) | -26 | -26.2 |
§ 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 | Arena Analytics | Findem | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | — | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 6 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 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% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 23 | 7 | Sources on the vendor's own domainSources on a separate domain | 12 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain |
Arena Analytics has 30 evidence rows across 7 of 7 criteria — 23 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 Arena Analytics and Findem sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 47 evidence rows on file for these two vendors: 30 for Arena Analytics, across 3 distinct source domains, and 17 for Findem, across 2 distinct source domains.
- Rubric
- v1.0
- Arena Analytics last reviewed
- September 25, 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