§ The result
Paycor leads Ceipal on 6 of the 7 criteria.
Inside the ATS-integrated cohort, rubric v1.0 puts Paycor on 40 and Ceipal on 35, 5 points apart. Ceipal is ahead on none of the 7 criteria: Paycor takes 6, the remaining criterion is level, and the nearest of those 6 is FRIA Support, Ceipal 25 to Paycor 27. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Ceipal 30, Paycor 40 — and at a 20% weight it carries 40% of the weighted advantage Paycor holds across the 6 criteria on that side of the table.
Vendor profile
Ceipal
AI-powered applicant tracking and workforce-management platform for staffing firms that sources, matches, and ranks candidates on a 1-to-100 scale against job requirements.
Vendor profile
Paycor
Paycor, a Paychex company, sells a mid-market HR and payroll suite whose recruiting tools include the Paycor Recruiting ATS, Paycor Smart Sourcing (formerly Talenya), which uses AI to build a prioritized list of passive and active candidates for each role and automate outreach, and a WISE assistant that phone-screens candidates and scores their answers.
§ The record
Ceipal and Paycor are both filed under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Paycor is in scope of Illinois HB 3773.
| Record | Ceipal | Paycor |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2015 | 1990 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 40% of the movement so far
Article 11 Technical Documentation
Ceipal 30 · Paycor 40
2.0 weighted points to Paycor
12% weight · 61% of the movement so far
Human Oversight Design
Ceipal 46 · Paycor 55
1.1 weighted points to Paycor
18% weight · 79% of the movement so far
Bias Audit Transparency
Ceipal 20 · Paycor 25
0.9 weighted points to Paycor
15% weight · 91% of the movement so far
Data Governance Disclosure
Ceipal 46 · Paycor 50
0.6 weighted points to Paycor
15% weight · 97% of the movement so far
FRIA Support
Ceipal 25 · Paycor 27
0.3 weighted points to Paycor
8% weight · 100% of the movement so far
Customer Documentation
Ceipal 53 · Paycor 55
0.2 weighted points to Paycor
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -5.0 — the difference between the two totals before either is rounded. Shares are of 5.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -5 beside that -5.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Ceipal minus Paycor.
| Category | Weight | Ceipal | Paycor | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 40 | -10 | -2.0 |
| Bias Audit Transparency | 18% | 20 | 25 | -5 | -0.9 |
| FRIA Support | 15% | 25 | 27 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 46 | 50 | -4 | -0.6 |
| Human Oversight Design | 12% | 46 | 55 | -9 | -1.1 |
| Post-Market Monitoring | 12% | 38 | 38 | - | - |
| Customer Documentation | 8% | 53 | 55 | -2 | -0.2 |
| Total | 100% | 35 (F) | 40 (F) | -5 | -5.0 |
§ 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 | Ceipal | Paycor | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 3 | 1 | — |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 7 | Sources on the vendor's own domain | 24 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain |
Ceipal has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 7 documented absences; Paycor has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; some documentation or audit rows for Paycor sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 50 evidence rows on file for these two vendors: 20 for Ceipal, across 1 distinct source domain, and 30 for Paycor, across 6 distinct source domains.
- Rubric
- v1.0
- Ceipal last reviewed
- July 17, 2026 · HireAIScore editorial team
- Paycor 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