§ The result
3 points separate Zoho Recruit and Workstream.
Zoho Recruit holds a 3-point edge over Workstream under rubric v1.0, 42 to 39, across the ATS-integrated and Screening cohorts. The 7 criteria split 6 to 1 in favour of Zoho Recruit: Zoho Recruit is ahead on Data Governance Disclosure and Workstream on Human Oversight Design. Human Oversight Design is at once the widest raw gap and the heaviest weighted swing, and it belongs to Workstream — Workstream 61, Zoho Recruit 50, on a 12% weight — which is 100% of the weighted advantage Workstream holds across the 1 criterion on that side of the table.
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.
Vendor profile
Zoho Recruit
Zoho Recruit is a cloud-based applicant tracking and recruiting platform whose Zia AI assistant performs resume parsing, skills-based candidate-to-job matching, match scoring, sourcing, and AI-assisted screening and assessments.
§ The record
Workstream is filed under Screening AI, Zoho Recruit under ATS-integrated AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act, Illinois HB 3773 and Mobley v. Workday.
| Record | Workstream | Zoho Recruit |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | IN |
| Founded | 2017 | 1996 |
§ What decides it
The criteria that move the gap, heaviest swing first.
12% weight · 24% of the movement so far
Human Oversight Design
Workstream 61 · Zoho Recruit 50
1.3 weighted points to Workstream
15% weight · 45% of the movement so far
Data Governance Disclosure
Workstream 47 · Zoho Recruit 55
1.2 weighted points to Zoho Recruit
20% weight · 63% of the movement so far
Article 11 Technical Documentation
Workstream 40 · Zoho Recruit 45
1.0 weighted points to Zoho Recruit
18% weight · 76% of the movement so far
Bias Audit Transparency
Workstream 20 · Zoho Recruit 24
0.7 weighted points to Zoho Recruit
12% weight · 86% of the movement so far
Post-Market Monitoring
Workstream 35 · Zoho Recruit 40
0.6 weighted points to Zoho Recruit
15% weight · 94% of the movement so far
FRIA Support
Workstream 27 · Zoho Recruit 30
0.4 weighted points to Zoho Recruit
8% weight · 100% of the movement so far
Customer Documentation
Workstream 56 · Zoho Recruit 60
0.3 weighted points to Zoho Recruit
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -3.0 — the difference between the two totals before either is rounded. Shares are of 5.6 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 -3.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Workstream minus Zoho Recruit.
| Category | Weight | Workstream | Zoho Recruit | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 45 | -5 | -1.0 |
| Bias Audit Transparency | 18% | 20 | 24 | -4 | -0.7 |
| FRIA Support | 15% | 27 | 30 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 47 | 55 | -8 | -1.2 |
| Human Oversight Design | 12% | 61 | 50 | +11 | +1.3 |
| Post-Market Monitoring | 12% | 35 | 40 | -5 | -0.6 |
| Customer Documentation | 8% | 56 | 60 | -4 | -0.3 |
| Total | 100% | 39 (F) | 42 (F) | -3 | -3.0 |
§ 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 | Workstream | Zoho Recruit | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 5 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 28 | 6 | Sources on the vendor's own domainSources on a separate domain | 10 | 7 | Audit reportSources on the vendor's own domain |
Workstream has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 documented absences; Zoho Recruit has 17 evidence rows across 7 of 7 criteria — 10 with a source URL, 7 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 51 evidence rows on file for these two vendors: 34 for Workstream, across 2 distinct source domains, and 17 for Zoho Recruit, across 1 distinct source domain.
- Rubric
- v1.0
- Workstream last reviewed
- September 25, 2026 · HireAIScore editorial team
- Zoho Recruit last reviewed
- July 17, 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