§ The result
Workday Recruiting AI leads TalentLens on all 7 criteria.
Workday Recruiting AI sits 10 points above TalentLens under rubric v1.0 — 56 against 46 — with Workday Recruiting AI filed under ATS-integrated and TalentLens under Assessment. Workday Recruiting AI is ahead of TalentLens on all 7 criteria but on none of them by as much as 20 raw points, the closest being Post-Market Monitoring at TalentLens 32 to Workday Recruiting AI 35. Article 11 Technical Documentation is the widest raw gap and the heaviest weighted swing at once (TalentLens 52, Workday Recruiting AI 70, 20% weight), but it accounts for only 37% of the weighted advantage Workday Recruiting AI holds across the 7 criteria on that side of the table.
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.
Vendor profile
Workday Recruiting AI
AI features built into Workday Recruiting, including candidate-skill matching and recruiter productivity tools, surfaced inside the Workday ATS.
§ The record
TalentLens is filed under Assessment AI, Workday Recruiting AI under ATS-integrated AI. They record no secondary category in common.
Both are in scope of NYC LL 144, EU AI Act and Colorado AI Act. Only TalentLens is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | TalentLens | Workday Recruiting AI |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | GB | US |
| Founded | Not recorded | 2005 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 37% of the movement so far
Article 11 Technical Documentation
TalentLens 52 · Workday Recruiting AI 70
3.6 weighted points to Workday Recruiting AI
18% weight · 65% of the movement so far
Bias Audit Transparency
TalentLens 45 · Workday Recruiting AI 60
2.7 weighted points to Workday Recruiting AI
12% weight · 75% of the movement so far
Human Oversight Design
TalentLens 57 · Workday Recruiting AI 65
1.0 weighted points to Workday Recruiting AI
15% weight · 83% of the movement so far
FRIA Support
TalentLens 30 · Workday Recruiting AI 35
0.8 weighted points to Workday Recruiting AI
15% weight · 90% of the movement so far
Data Governance Disclosure
TalentLens 50 · Workday Recruiting AI 55
0.8 weighted points to Workday Recruiting AI
8% weight · 96% of the movement so far
Customer Documentation
TalentLens 58 · Workday Recruiting AI 65
0.6 weighted points to Workday Recruiting AI
12% weight · 100% of the movement so far
Post-Market Monitoring
TalentLens 32 · Workday Recruiting AI 35
0.4 weighted points to Workday Recruiting AI
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -9.7 — the difference between the two totals before either is rounded. Shares are of 9.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -10 beside that -9.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is TalentLens minus Workday Recruiting AI.
| Category | Weight | TalentLens | Workday Recruiting AI | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 70 | -18 | -3.6 |
| Bias Audit Transparency | 18% | 45 | 60 | -15 | -2.7 |
| FRIA Support | 15% | 30 | 35 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 50 | 55 | -5 | -0.8 |
| Human Oversight Design | 12% | 57 | 65 | -8 | -1.0 |
| Post-Market Monitoring | 12% | 32 | 35 | -3 | -0.4 |
| Customer Documentation | 8% | 58 | 65 | -7 | -0.6 |
| Total | 100% | 46 (F) | 56 (F) | -10 | -9.7 |
§ 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 | TalentLens | Workday Recruiting AI | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 0 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 1 | 0 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 4 | 0 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 0 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 0 | 1 | — |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 9 | 2 | Audit reportSources on the vendor's own domain |
TalentLens has 29 evidence rows across 7 of 7 criteria — 24 with a source URL, 5 documented absences; Workday Recruiting AI has 11 evidence rows across 7 of 7 criteria — 9 with a source URL, 2 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 40 evidence rows on file for these two vendors: 29 for TalentLens, across 3 distinct source domains, and 11 for Workday Recruiting AI, across 1 distinct source domain.
- Rubric
- v1.0
- TalentLens last reviewed
- September 25, 2026 · HireAIScore editorial team
- Workday Recruiting AI last reviewed
- May 21, 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.