§ The result
Dayforce leads TalentLens by 11 points.
Dayforce sits 11 points above TalentLens under rubric v1.0 — 57 against 46 — with Dayforce filed under ATS-integrated and TalentLens under Assessment. The 7 criteria split 6 to 1 in favour of Dayforce: Dayforce is ahead on Article 11 Technical Documentation and TalentLens on Bias Audit Transparency. The advantage Dayforce holds is spread out: Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing (Dayforce 74, TalentLens 52, 20% weight), yet it supplies only 37% of the weighted points Dayforce gains across the 6 criteria it leads.
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
TalentLens
TalentLens, Pearson's workplace psychometrics brand, publishes the Watson-Glaser critical-thinking test, Raven's Adaptive, BMCT-II and DAT Next Generation, which candidates take online and which are scored automatically against norm groups to produce percentile-based reports for hiring and development.
§ The record
Dayforce is filed under ATS-integrated AI, TalentLens 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 TalentLens is in scope of Mobley v. Workday.
| Record | Dayforce | TalentLens |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | GB |
| Founded | 1992 | Not recorded |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 35% of the movement so far
Article 11 Technical Documentation
Dayforce 74 · TalentLens 52
4.4 weighted points to Dayforce
15% weight · 51% of the movement so far
Data Governance Disclosure
Dayforce 63 · TalentLens 50
1.9 weighted points to Dayforce
12% weight · 65% of the movement so far
Post-Market Monitoring
Dayforce 47 · TalentLens 32
1.8 weighted points to Dayforce
15% weight · 77% of the movement so far
FRIA Support
Dayforce 40 · TalentLens 30
1.5 weighted points to Dayforce
12% weight · 88% of the movement so far
Human Oversight Design
Dayforce 68 · TalentLens 57
1.3 weighted points to Dayforce
8% weight · 96% of the movement so far
Customer Documentation
Dayforce 70 · TalentLens 58
1.0 weighted points to Dayforce
18% weight · 100% of the movement so far
Bias Audit Transparency
Dayforce 42 · TalentLens 45
0.5 weighted points to TalentLens
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +11.4 — the difference between the two totals before either is rounded. Shares are of 12.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +11 beside that +11.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dayforce minus TalentLens.
| Category | Weight | Dayforce | TalentLens | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 74 | 52 | +22 | +4.4 |
| Bias Audit Transparency | 18% | 42 | 45 | -3 | -0.5 |
| FRIA Support | 15% | 40 | 30 | +10 | +1.5 |
| Data Governance Disclosure | 15% | 63 | 50 | +13 | +1.9 |
| Human Oversight Design | 12% | 68 | 57 | +11 | +1.3 |
| Post-Market Monitoring | 12% | 47 | 32 | +15 | +1.8 |
| Customer Documentation | 8% | 70 | 58 | +12 | +1.0 |
| Total | 100% | 57 (F) | 46 (F) | +11 | +11.4 |
§ 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 | TalentLens | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | 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 | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 0 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 28 | 6 | Audit reportSources on the vendor's own domain | 24 | 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; TalentLens has 29 evidence rows across 7 of 7 criteria — 24 with a source URL, 5 documented absences; some documentation or audit rows for TalentLens sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 63 evidence rows on file for these two vendors: 34 for Dayforce, across 1 distinct source domain, and 29 for TalentLens, across 3 distinct source domains.
- Rubric
- v1.0
- Dayforce last reviewed
- August 2, 2026 · HireAIScore editorial team
- TalentLens 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