§ The result
3 points separate Dayforce and Metaview.
Dayforce (ATS-integrated) edges Metaview (Screening) by 3 points under rubric v1.0, 57 to 54. Dayforce leads 5 of the 7 criteria, including Article 11 Technical Documentation, while Metaview leads 2, including Bias Audit Transparency. Dayforce takes the heaviest weighted swing, Article 11 Technical Documentation at 20% (Dayforce 74, Metaview 38), which is 70% of the weighted advantage Dayforce holds; the widest raw gap is a different criterion, Bias Audit Transparency, Dayforce 42 to Metaview 80.
Vendor profile
Dayforce
Dayforce is an enterprise human capital management platform whose Dayforce Recruiting module uses AI to assign letter grades to external job applicants, generate job descriptions, and automate screening and hiring workflows alongside HR, payroll, time, talent, and analytics.
Vendor profile
Metaview
Metaview is an AI recruiting platform whose agents transcribe and summarize interviews into structured notes and scorecards, and whose Application Review feature screens and ranks inbound applicants against an auto-generated Ideal Candidate Profile with fit ratings.
§ The record
Dayforce is filed under ATS-integrated AI, Metaview under Screening AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Metaview is in scope of Mobley v. Workday.
| Record | Dayforce | Metaview |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | GB |
| Founded | 1992 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 42% of the movement so far
Article 11 Technical Documentation
Dayforce 74 · Metaview 38
7.2 weighted points to Dayforce
18% weight · 81% of the movement so far
Bias Audit Transparency
Dayforce 42 · Metaview 80
6.8 weighted points to Metaview
15% weight · 87% of the movement so far
FRIA Support
Dayforce 40 · Metaview 33
1.1 weighted points to Dayforce
12% weight · 93% of the movement so far
Human Oversight Design
Dayforce 68 · Metaview 60
1.0 weighted points to Dayforce
8% weight · 97% of the movement so far
Customer Documentation
Dayforce 70 · Metaview 62
0.6 weighted points to Dayforce
15% weight · 99% of the movement so far
Data Governance Disclosure
Dayforce 63 · Metaview 60
0.4 weighted points to Dayforce
12% weight · 100% of the movement so far
Post-Market Monitoring
Dayforce 47 · Metaview 48
0.1 weighted points to Metaview
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +3.3 — the difference between the two totals before either is rounded. Shares are of 17.3 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 +3.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dayforce minus Metaview.
| Category | Weight | Dayforce | Metaview | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 74 | 38 | +36 | +7.2 |
| Bias Audit Transparency | 18% | 42 | 80 | -38 | -6.8 |
| FRIA Support | 15% | 40 | 33 | +7 | +1.1 |
| Data Governance Disclosure | 15% | 63 | 60 | +3 | +0.4 |
| Human Oversight Design | 12% | 68 | 60 | +8 | +1.0 |
| Post-Market Monitoring | 12% | 47 | 48 | -1 | -0.1 |
| Customer Documentation | 8% | 70 | 62 | +8 | +0.6 |
| Total | 100% | 57 (F) | 54 (F) | +3 | +3.3 |
§ 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 | Dayforce | Metaview | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 4 | 1 | Audit reportSources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on a separate domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 28 | 6 | Audit reportSources on the vendor's own domain | 13 | 3 | Audit reportSources on the vendor's own domainSources on a separate domain |
Dayforce has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 documented absences; Metaview has 16 evidence rows across 7 of 7 criteria — 13 with a source URL, 3 documented absences; some documentation or audit rows for Metaview 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: 34 for Dayforce, across 1 distinct source domain, and 16 for Metaview, across 2 distinct source domains.
- Rubric
- v1.0
- Dayforce last reviewed
- August 2, 2026 · HireAIScore editorial team
- Metaview last reviewed
- June 7, 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