§ The result
JazzHR leads Recruiterflow by 8 points.
Inside the ATS-integrated cohort, rubric v1.0 puts JazzHR on 44 and Recruiterflow on 36, 8 points apart. The 7 criteria split 4 to 1 in favour of JazzHR, with 2 level: JazzHR is ahead on Bias Audit Transparency and Recruiterflow on FRIA Support. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — JazzHR 35, Recruiterflow 18 — and at an 18% weight it carries 40% of the weighted advantage JazzHR holds across the 4 criteria on that side of the table.
Vendor profile
JazzHR
JazzHR is a small-business applicant tracking system that manages job posting, applications and hiring workflows, and layers on AI "Talent Fit" scoring that ranks candidates against a job description plus automated knockout screening questions.
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
JazzHR and Recruiterflow are both filed under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only JazzHR is in scope of Illinois HB 3773.
| Record | JazzHR | Recruiterflow |
|---|---|---|
| Price tier | Low | Mid |
| Headquarters | US | US |
| Founded | 2009 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 38% of the movement so far
Bias Audit Transparency
JazzHR 35 · Recruiterflow 18
3.1 weighted points to JazzHR
20% weight · 68% of the movement so far
Article 11 Technical Documentation
JazzHR 45 · Recruiterflow 33
2.4 weighted points to JazzHR
15% weight · 83% of the movement so far
Data Governance Disclosure
JazzHR 52 · Recruiterflow 44
1.2 weighted points to JazzHR
12% weight · 96% of the movement so far
Post-Market Monitoring
JazzHR 42 · Recruiterflow 33
1.1 weighted points to JazzHR
15% weight · 100% of the movement so far
FRIA Support
JazzHR 28 · Recruiterflow 30
0.3 weighted points to Recruiterflow
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +7.4 — the difference between the two totals before either is rounded. Shares are of 8.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +8 beside that +7.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is JazzHR minus Recruiterflow.
| Category | Weight | JazzHR | Recruiterflow | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 33 | +12 | +2.4 |
| Bias Audit Transparency | 18% | 35 | 18 | +17 | +3.1 |
| FRIA Support | 15% | 28 | 30 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 52 | 44 | +8 | +1.2 |
| Human Oversight Design | 12% | 58 | 58 | - | - |
| Post-Market Monitoring | 12% | 42 | 33 | +9 | +1.1 |
| Customer Documentation | 8% | 56 | 56 | - | - |
| Total | 100% | 44 (F) | 36 (F) | +8 | +7.4 |
§ 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 | JazzHR | Recruiterflow | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | — | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 7 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 17 | 7 | Sources on the vendor's own domainSources on a separate domain | 25 | 6 | Sources on the vendor's own domain |
JazzHR has 24 evidence rows across 7 of 7 criteria — 17 with a source URL, 7 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 JazzHR sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 55 evidence rows on file for these two vendors: 24 for JazzHR, across 2 distinct source domains, and 31 for Recruiterflow, across 1 distinct source domain.
- Rubric
- v1.0
- JazzHR last reviewed
- August 2, 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