§ The result
1 point separates Paylocity and Talview.
Paylocity (ATS-integrated) edges Talview (Video interview) by 1 point under rubric v1.0, 43 to 42. Paylocity leads 4 of the 7 criteria, including Post-Market Monitoring, while Talview leads 3, including Article 11 Technical Documentation. The heaviest weighted swing runs the other way — Talview takes Article 11 Technical Documentation at 20%, Paylocity 44 to Talview 50, 44% of the weighted advantage Talview holds — while the widest raw gap sits on Post-Market Monitoring, Paylocity 42 to Talview 32.
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
Talview
AI-powered hiring and exam-integrity platform spanning video interviewing, skills assessments, identity verification, and AI proctoring.
§ The record
Paylocity is filed under ATS-integrated AI, Talview 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, Illinois HB 3773 and Mobley v. Workday.
| Record | Paylocity | Talview |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 1997 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 20% of the movement so far
Article 11 Technical Documentation
Paylocity 44 · Talview 50
1.2 weighted points to Talview
12% weight · 40% of the movement so far
Post-Market Monitoring
Paylocity 42 · Talview 32
1.2 weighted points to Paylocity
18% weight · 55% of the movement so far
Bias Audit Transparency
Paylocity 33 · Talview 38
0.9 weighted points to Talview
15% weight · 70% of the movement so far
Data Governance Disclosure
Paylocity 54 · Talview 48
0.9 weighted points to Paylocity
15% weight · 82% of the movement so far
FRIA Support
Paylocity 30 · Talview 25
0.8 weighted points to Paylocity
12% weight · 92% of the movement so far
Human Oversight Design
Paylocity 50 · Talview 55
0.6 weighted points to Talview
8% weight · 100% of the movement so far
Customer Documentation
Paylocity 58 · Talview 52
0.5 weighted points to Paylocity
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +0.6 — the difference between the two totals before either is rounded. Shares are of 6.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +1 beside that +0.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Paylocity minus Talview.
| Category | Weight | Paylocity | Talview | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 44 | 50 | -6 | -1.2 |
| Bias Audit Transparency | 18% | 33 | 38 | -5 | -0.9 |
| FRIA Support | 15% | 30 | 25 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 54 | 48 | +6 | +0.9 |
| Human Oversight Design | 12% | 50 | 55 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 42 | 32 | +10 | +1.2 |
| Customer Documentation | 8% | 58 | 52 | +6 | +0.5 |
| Total | 100% | 43 (F) | 42 (F) | +1 | +0.6 |
§ 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 | Talview | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 1 | 1 | — |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 2 | 1 | Audit reportSources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 11 | 7 | Audit reportSources on the vendor's own domain | 11 | 6 | Sources on the vendor's own domain |
Paylocity has 18 evidence rows across 7 of 7 criteria — 11 with a source URL, 7 documented absences; Talview has 17 evidence rows across 7 of 7 criteria — 11 with a source URL, 6 documented absences.
Provenance
The scores above are documented by 35 evidence rows on file for these two vendors: 18 for Paylocity, across 2 distinct source domains, and 17 for Talview, across 1 distinct source domain.
- Rubric
- v1.0
- Paylocity last reviewed
- July 17, 2026 · HireAIScore editorial team
- Talview 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