§ The result
Workstream leads Entelo on 5 of the 7 criteria.
Under rubric v1.0, Workstream, filed under Screening, finishes on 39 and Entelo, filed under Sourcing, on 33, 6 points apart. Entelo is ahead on none of the 7 criteria: Workstream takes 5, the remaining 2 are level, and the nearest of those 5 is FRIA Support, Entelo 25 to Workstream 27. The advantage Workstream holds is spread out: Human Oversight Design is both the widest raw gap and the heaviest weighted swing (Entelo 42, Workstream 61, 12% weight), yet it supplies only 37% of the weighted points Workstream gains across the 5 criteria it leads.
Vendor profile
Entelo
Entelo is an AI-powered talent sourcing and diversity-recruiting platform that aggregates hundreds of millions of public candidate profiles and applies predictive machine-learning models to score, rank, and surface (including underrepresented) candidates for recruiters.
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
Entelo is filed under Candidate sourcing AI, Workstream under Screening AI. They also share 1 secondary category: ATS-integrated.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773. Only Workstream is in scope of Mobley v. Workday.
| Record | Entelo | Workstream |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2011 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
12% weight · 37% of the movement so far
Human Oversight Design
Entelo 42 · Workstream 61
2.3 weighted points to Workstream
20% weight · 69% of the movement so far
Article 11 Technical Documentation
Entelo 30 · Workstream 40
2.0 weighted points to Workstream
8% weight · 90% of the movement so far
Customer Documentation
Entelo 40 · Workstream 56
1.3 weighted points to Workstream
15% weight · 95% of the movement so far
FRIA Support
Entelo 25 · Workstream 27
0.3 weighted points to Workstream
15% weight · 100% of the movement so far
Data Governance Disclosure
Entelo 45 · Workstream 47
0.3 weighted points to Workstream
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -6.2 — the difference between the two totals before either is rounded. Shares are of 6.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -6 beside that -6.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Entelo minus Workstream.
| Category | Weight | Entelo | Workstream | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 40 | -10 | -2.0 |
| Bias Audit Transparency | 18% | 20 | 20 | - | - |
| FRIA Support | 15% | 25 | 27 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 45 | 47 | -2 | -0.3 |
| Human Oversight Design | 12% | 42 | 61 | -19 | -2.3 |
| Post-Market Monitoring | 12% | 35 | 35 | - | - |
| Customer Documentation | 8% | 40 | 56 | -16 | -1.3 |
| Total | 100% | 33 (F) | 39 (F) | -6 | -6.2 |
§ 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 | Entelo | Workstream | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | — | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 2 | — | 5 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 0 | 1 | — | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 1 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 1 | — | 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 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% | 9 | 8 | Sources on the vendor's own domain | 28 | 6 | Sources on the vendor's own domainSources on a separate domain |
Entelo has 16 evidence rows across 7 of 7 criteria — 9 with a source URL, 8 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 50 evidence rows on file for these two vendors: 16 for Entelo, across 3 distinct source domains, and 34 for Workstream, across 2 distinct source domains.
- Rubric
- v1.0
- Entelo 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