§ The result
VidCruiter leads Workstream by 9 points.
Under rubric v1.0, VidCruiter, filed under Video interview, finishes on 48 and Workstream, filed under Screening, on 39, 9 points apart. The 7 criteria split 6 to 1 in favour of VidCruiter: VidCruiter is ahead on Article 11 Technical Documentation and Workstream on Post-Market Monitoring. Even Article 11 Technical Documentation, the widest raw gap and the heaviest weighted swing (VidCruiter 58, Workstream 40, 20% weight), is only 38% of the weighted advantage VidCruiter builds across the 6 criteria it leads.
Vendor profile
VidCruiter
VidCruiter is an enterprise recruitment platform combining live and pre-recorded video interviewing, structured interview workflows, automated scheduling, skills testing, automated reference checks, and AI features such as transcript-based AI Interview Scoring, AI Interview Notes, and AI fraud detection.
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
VidCruiter is filed under Video interview AI, Workstream under Screening AI. They also share 1 secondary category: ATS-integrated.
Both are in scope of NYC LL 144, EU AI Act, Mobley v. Workday, Illinois HB 3773 and Colorado AI Act.
| Record | VidCruiter | Workstream |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | CA | US |
| Founded | 2012 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 37% of the movement so far
Article 11 Technical Documentation
VidCruiter 58 · Workstream 40
3.6 weighted points to VidCruiter
18% weight · 71% of the movement so far
Bias Audit Transparency
VidCruiter 38 · Workstream 20
3.2 weighted points to VidCruiter
15% weight · 85% of the movement so far
Data Governance Disclosure
VidCruiter 56 · Workstream 47
1.3 weighted points to VidCruiter
15% weight · 93% of the movement so far
FRIA Support
VidCruiter 32 · Workstream 27
0.8 weighted points to VidCruiter
8% weight · 96% of the movement so far
Customer Documentation
VidCruiter 60 · Workstream 56
0.3 weighted points to VidCruiter
12% weight · 99% of the movement so far
Post-Market Monitoring
VidCruiter 33 · Workstream 35
0.2 weighted points to Workstream
12% weight · 100% of the movement so far
Human Oversight Design
VidCruiter 62 · Workstream 61
0.1 weighted points to VidCruiter
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +9.1 — the difference between the two totals before either is rounded. Shares are of 9.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +9 beside that +9.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is VidCruiter minus Workstream.
| Category | Weight | VidCruiter | Workstream | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 40 | +18 | +3.6 |
| Bias Audit Transparency | 18% | 38 | 20 | +18 | +3.2 |
| FRIA Support | 15% | 32 | 27 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 56 | 47 | +9 | +1.3 |
| Human Oversight Design | 12% | 62 | 61 | +1 | +0.1 |
| Post-Market Monitoring | 12% | 33 | 35 | -2 | -0.2 |
| Customer Documentation | 8% | 60 | 56 | +4 | +0.3 |
| Total | 100% | 48 (F) | 39 (F) | +9 | +9.1 |
§ 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 | VidCruiter | Workstream | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 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% | 2 | 0 | Sources on the vendor's own domain | 7 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | — | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 12 | 6 | Sources on the vendor's own domain | 28 | 6 | Sources on the vendor's own domainSources on a separate domain |
VidCruiter has 18 evidence rows across 7 of 7 criteria — 12 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 52 evidence rows on file for these two vendors: 18 for VidCruiter, across 2 distinct source domains, and 34 for Workstream, across 2 distinct source domains.
- Rubric
- v1.0
- VidCruiter last reviewed
- June 7, 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