§ The result
Findem leads Recruiterflow on all 7 criteria.
Under rubric v1.0, Findem (Sourcing) opens a 22-point lead on Recruiterflow (ATS-integrated), 58 to 36. Of the 7 criteria Recruiterflow wins none, and the narrowest lead Findem holds is on Human Oversight Design, Findem 60 to Recruiterflow 58. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Findem 83, Recruiterflow 18 — and at an 18% weight it carries 55% of the weighted advantage Findem holds across the 7 criteria on that side of the table.
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
Recruiterflow
Recruiterflow is an ATS and CRM for recruiting agencies and executive search firms. Its AIRA AI layer ranks candidates already in a firm's database against each job with an explainable 0–100 Criteria Score (AIRA Matchmaker, shown as the 'AI Matches' card), and adds natural-language candidate search, external profile sourcing and an AI call notetaker that fills in interview scorecards.
§ The record
Findem is filed under Candidate sourcing AI, Recruiterflow under ATS-integrated AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Findem is in scope of Illinois HB 3773.
| Record | Findem | Recruiterflow |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 2019 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 55% of the movement so far
Bias Audit Transparency
Findem 83 · Recruiterflow 18
11.7 weighted points to Findem
20% weight · 78% of the movement so far
Article 11 Technical Documentation
Findem 58 · Recruiterflow 33
5.0 weighted points to Findem
15% weight · 87% of the movement so far
Data Governance Disclosure
Findem 57 · Recruiterflow 44
1.9 weighted points to Findem
15% weight · 93% of the movement so far
FRIA Support
Findem 38 · Recruiterflow 30
1.2 weighted points to Findem
12% weight · 98% of the movement so far
Post-Market Monitoring
Findem 42 · Recruiterflow 33
1.1 weighted points to Findem
12% weight · 99% of the movement so far
Human Oversight Design
Findem 60 · Recruiterflow 58
0.2 weighted points to Findem
8% weight · 100% of the movement so far
Customer Documentation
Findem 58 · Recruiterflow 56
0.2 weighted points to Findem
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +21.3 — the difference between the two totals before either is rounded. Shares are of 21.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +22 beside that +21.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Findem minus Recruiterflow.
| Category | Weight | Findem | Recruiterflow | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 33 | +25 | +5.0 |
| Bias Audit Transparency | 18% | 83 | 18 | +65 | +11.7 |
| FRIA Support | 15% | 38 | 30 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 57 | 44 | +13 | +1.9 |
| Human Oversight Design | 12% | 60 | 58 | +2 | +0.2 |
| Post-Market Monitoring | 12% | 42 | 33 | +9 | +1.1 |
| Customer Documentation | 8% | 58 | 56 | +2 | +0.2 |
| Total | 100% | 58 (F) | 36 (F) | +22 | +21.3 |
§ 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 | Findem | Recruiterflow | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | — | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 0 | Sources on the vendor's own domain | 7 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Audit reportSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 12 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 25 | 6 | Sources on the vendor's own domain |
Findem has 17 evidence rows across 7 of 7 criteria — 12 with a source URL, 5 documented absences; Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 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 48 evidence rows on file for these two vendors: 17 for Findem, across 2 distinct source domains, and 31 for Recruiterflow, across 1 distinct source domain.
- Rubric
- v1.0
- Findem last reviewed
- June 7, 2026 · HireAIScore editorial team
- Recruiterflow last reviewed
- September 25, 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