§ The result
Maki People leads Dayforce by 5 points.
Maki People scores 62 (D) and Dayforce 57 (F) under rubric v1.0, a 5-point gap across the Assessment and ATS-integrated cohorts. Dayforce and Maki People each lead 3 of the 7 criteria, with 1 level, though the side of the split Maki People holds (headed by Bias Audit Transparency) adds up to more weighted points. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Dayforce 42, Maki People 80 — and at an 18% weight it carries 68% of the weighted advantage Maki People holds across the 3 criteria on that side of the table.
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
Maki People
Maki People is a Paris-based AI hiring platform whose core product is pre-hire assessment and screening of candidate skills, behaviors, and situational judgement at high volume, extended with conversational AI agents for screening, interview support, and scheduling.
§ The record
Dayforce is filed under ATS-integrated AI, Maki People under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Maki People is in scope of Mobley v. Workday.
| Record | Dayforce | Maki People |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | FR |
| Founded | 1992 | 2021 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 47% of the movement so far
Bias Audit Transparency
Dayforce 42 · Maki People 80
6.8 weighted points to Maki People
15% weight · 64% of the movement so far
FRIA Support
Dayforce 40 · Maki People 57
2.5 weighted points to Maki People
20% weight · 80% of the movement so far
Article 11 Technical Documentation
Dayforce 74 · Maki People 62
2.4 weighted points to Dayforce
12% weight · 95% of the movement so far
Human Oversight Design
Dayforce 68 · Maki People 50
2.2 weighted points to Dayforce
12% weight · 99% of the movement so far
Post-Market Monitoring
Dayforce 47 · Maki People 52
0.6 weighted points to Maki People
15% weight · 100% of the movement so far
Data Governance Disclosure
Dayforce 63 · Maki People 62
0.1 weighted points to Dayforce
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -5.3 — the difference between the two totals before either is rounded. Shares are of 14.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -5 beside that -5.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dayforce minus Maki People.
| Category | Weight | Dayforce | Maki People | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 74 | 62 | +12 | +2.4 |
| Bias Audit Transparency | 18% | 42 | 80 | -38 | -6.8 |
| FRIA Support | 15% | 40 | 57 | -17 | -2.5 |
| Data Governance Disclosure | 15% | 63 | 62 | +1 | +0.1 |
| Human Oversight Design | 12% | 68 | 50 | +18 | +2.2 |
| Post-Market Monitoring | 12% | 47 | 52 | -5 | -0.6 |
| Customer Documentation | 8% | 70 | 70 | - | - |
| Total | 100% | 57 (F) | 62 (D) | -5 | -5.3 |
§ 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 | Maki People | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 1 | Sources on the vendor's own domain | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Audit reportSources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own 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 | 17 | 5 | 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; Maki People has 22 evidence rows across 7 of 7 criteria — 17 with a source URL, 5 documented absences; some documentation or audit rows for Maki People sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 56 evidence rows on file for these two vendors: 34 for Dayforce, across 1 distinct source domain, and 22 for Maki People, across 3 distinct source domains.
- Rubric
- v1.0
- Dayforce last reviewed
- August 2, 2026 · HireAIScore editorial team
- Maki People 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