§ The result
3 points separate TalentLens and Paylocity.
TalentLens holds a 3-point edge over Paylocity under rubric v1.0, 46 to 43, across the Assessment and ATS-integrated cohorts. Paylocity takes 2 of the 7 criteria, Post-Market Monitoring among them, against 3 for TalentLens, whose share includes Bias Audit Transparency, and 2 are level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Paylocity 33, TalentLens 45 — and at an 18% weight it carries 47% of the weighted advantage TalentLens holds across the 3 criteria on that side of the table.
Vendor profile
Paylocity
Paylocity is a cloud-based HCM and payroll platform whose talent suite includes an applicant tracking system with generative-AI job-description and invite drafting, one-way video interviews, candidate self-scheduling, and a conversational "AI Assistant."
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
Paylocity 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, Illinois HB 3773 and Mobley v. Workday.
| Record | Paylocity | TalentLens |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | GB |
| Founded | 1997 | Not recorded |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 34% of the movement so far
Bias Audit Transparency
Paylocity 33 · TalentLens 45
2.2 weighted points to TalentLens
20% weight · 59% of the movement so far
Article 11 Technical Documentation
Paylocity 44 · TalentLens 52
1.6 weighted points to TalentLens
12% weight · 77% of the movement so far
Post-Market Monitoring
Paylocity 42 · TalentLens 32
1.2 weighted points to Paylocity
12% weight · 91% of the movement so far
Human Oversight Design
Paylocity 50 · TalentLens 57
0.8 weighted points to TalentLens
15% weight · 100% of the movement so far
Data Governance Disclosure
Paylocity 54 · TalentLens 50
0.6 weighted points to Paylocity
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -2.8 — the difference between the two totals before either is rounded. Shares are of 6.4 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 -2.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Paylocity minus TalentLens.
| Category | Weight | Paylocity | TalentLens | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 44 | 52 | -8 | -1.6 |
| Bias Audit Transparency | 18% | 33 | 45 | -12 | -2.2 |
| FRIA Support | 15% | 30 | 30 | - | - |
| Data Governance Disclosure | 15% | 54 | 50 | +4 | +0.6 |
| Human Oversight Design | 12% | 50 | 57 | -7 | -0.8 |
| Post-Market Monitoring | 12% | 42 | 32 | +10 | +1.2 |
| Customer Documentation | 8% | 58 | 58 | - | - |
| Total | 100% | 43 (F) | 46 (F) | -3 | -2.8 |
§ 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 | Paylocity | TalentLens | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 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% | 1 | 1 | — | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 1 | Audit reportSources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 11 | 7 | Audit reportSources on the vendor's own domain | 24 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain |
Paylocity has 18 evidence rows across 7 of 7 criteria — 11 with a source URL, 7 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 47 evidence rows on file for these two vendors: 18 for Paylocity, across 2 distinct source domains, and 29 for TalentLens, across 3 distinct source domains.
- Rubric
- v1.0
- Paylocity last reviewed
- July 17, 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