§ The result
3 points separate Workstream and Recruiterflow.
Workstream holds a 3-point edge over Recruiterflow under rubric v1.0, 39 to 36, across the Screening and ATS-integrated cohorts. Recruiterflow takes 1 of the 7 criteria, FRIA Support among them, against 5 for Workstream, whose share includes Article 11 Technical Documentation, and 1 is level. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Recruiterflow 33, Workstream 40 — and at a 20% weight it carries 50% of the weighted advantage Workstream holds across the 5 criteria on that side of the table.
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.
Vendor profile
Workstream
Workstream is a mobile-first HR, payroll and hiring platform for hourly, multi-location employers such as QSR franchisees. Its hiring suite pairs a text-to-apply applicant tracking system with VoiceAI phone screens and VideoAI asynchronous video interviews, which return transcripts, AI summaries, pass/fail results for each question and match scores.
§ The record
Recruiterflow is filed under ATS-integrated AI, Workstream under Screening AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Workstream is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Recruiterflow | Workstream |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2017 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 43% of the movement so far
Article 11 Technical Documentation
Recruiterflow 33 · Workstream 40
1.4 weighted points to Workstream
15% weight · 57% of the movement so far
FRIA Support
Recruiterflow 30 · Workstream 27
0.4 weighted points to Recruiterflow
15% weight · 71% of the movement so far
Data Governance Disclosure
Recruiterflow 44 · Workstream 47
0.4 weighted points to Workstream
18% weight · 82% of the movement so far
Bias Audit Transparency
Recruiterflow 18 · Workstream 20
0.4 weighted points to Workstream
12% weight · 93% of the movement so far
Human Oversight Design
Recruiterflow 58 · Workstream 61
0.4 weighted points to Workstream
12% weight · 100% of the movement so far
Post-Market Monitoring
Recruiterflow 33 · Workstream 35
0.2 weighted points to Workstream
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -2.4 — the difference between the two totals before either is rounded. Shares are of 3.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -3 beside that -2.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Recruiterflow minus Workstream.
| Category | Weight | Recruiterflow | Workstream | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 33 | 40 | -7 | -1.4 |
| Bias Audit Transparency | 18% | 18 | 20 | -2 | -0.4 |
| FRIA Support | 15% | 30 | 27 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 44 | 47 | -3 | -0.4 |
| Human Oversight Design | 12% | 58 | 61 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 33 | 35 | -2 | -0.2 |
| Customer Documentation | 8% | 56 | 56 | - | - |
| Total | 100% | 36 (F) | 39 (F) | -3 | -2.4 |
§ 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 | Recruiterflow | Workstream | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 7 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 25 | 6 | Sources on the vendor's own domain | 28 | 6 | Sources on the vendor's own domainSources on a separate domain |
Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 documented absences; Workstream has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 documented absences; some documentation or audit rows for Workstream sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 65 evidence rows on file for these two vendors: 31 for Recruiterflow, across 1 distinct source domain, and 34 for Workstream, across 2 distinct source domains.
- Rubric
- v1.0
- Recruiterflow last reviewed
- September 25, 2026 · HireAIScore editorial team
- Workstream 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