§ The result
Dayforce leads Willo on all 7 criteria.
Dayforce finishes 16 points clear of Willo under rubric v1.0 — 57 against 41 — across the ATS-integrated and Video interview cohorts. Dayforce leads every one of the 7 criteria, Willo none of them, and the closest of the 7 is Human Oversight Design, Dayforce 68 to Willo 62. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Dayforce 74, Willo 38 — and at a 20% weight it carries 44% of the weighted advantage Dayforce holds across the 7 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
Willo
Willo is a browser-based asynchronous (one-way) video interview platform that lets employers collect recorded video, audio, multiple-choice and written candidate responses, then uses AI to transcribe, summarize, rank candidates against employer-defined "Blueprint" criteria, and flag scripted or AI-generated answers.
§ The record
Dayforce is filed under ATS-integrated AI, Willo under Video interview 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 Willo is in scope of Mobley v. Workday.
| Record | Dayforce | Willo |
|---|---|---|
| Price tier | Enterprise | Low |
| Headquarters | US | GB |
| Founded | 1992 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 44% of the movement so far
Article 11 Technical Documentation
Dayforce 74 · Willo 38
7.2 weighted points to Dayforce
15% weight · 58% of the movement so far
FRIA Support
Dayforce 40 · Willo 25
2.3 weighted points to Dayforce
18% weight · 71% of the movement so far
Bias Audit Transparency
Dayforce 42 · Willo 30
2.2 weighted points to Dayforce
15% weight · 80% of the movement so far
Data Governance Disclosure
Dayforce 63 · Willo 53
1.5 weighted points to Dayforce
12% weight · 88% of the movement so far
Post-Market Monitoring
Dayforce 47 · Willo 36
1.3 weighted points to Dayforce
8% weight · 96% of the movement so far
Customer Documentation
Dayforce 70 · Willo 54
1.3 weighted points to Dayforce
12% weight · 100% of the movement so far
Human Oversight Design
Dayforce 68 · Willo 62
0.7 weighted points to Dayforce
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +16.4 — the difference between the two totals before either is rounded. Shares are of 16.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +16 beside that +16.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dayforce minus Willo.
| Category | Weight | Dayforce | Willo | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 74 | 38 | +36 | +7.2 |
| Bias Audit Transparency | 18% | 42 | 30 | +12 | +2.2 |
| FRIA Support | 15% | 40 | 25 | +15 | +2.3 |
| Data Governance Disclosure | 15% | 63 | 53 | +10 | +1.5 |
| Human Oversight Design | 12% | 68 | 62 | +6 | +0.7 |
| Post-Market Monitoring | 12% | 47 | 36 | +11 | +1.3 |
| Customer Documentation | 8% | 70 | 54 | +16 | +1.3 |
| Total | 100% | 57 (F) | 41 (F) | +16 | +16.4 |
§ 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 | Willo | ||||
|---|---|---|---|---|---|---|---|
| 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 | 1 | 1 | — |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 4 | 1 | Audit reportSources on the vendor's own domain | 2 | 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 | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 28 | 6 | Audit reportSources on the vendor's own domain | 9 | 5 | Sources on the vendor's own domain |
Dayforce has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 documented absences; Willo has 14 evidence rows across 7 of 7 criteria — 9 with a source URL, 5 documented absences.
Provenance
The scores above are documented by 48 evidence rows on file for these two vendors: 34 for Dayforce, across 1 distinct source domain, and 14 for Willo, across 1 distinct source domain.
- Rubric
- v1.0
- Dayforce last reviewed
- August 2, 2026 · HireAIScore editorial team
- Willo 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