§ The result
Sapia.ai leads Paycom on 6 of the 7 criteria.
Sapia.ai scores 56 and Paycom 50 under rubric v1.0, a 6-point gap across the Assessment and ATS-integrated cohorts. Sapia.ai leads 6 of the 7 criteria and the remaining criterion is level, so Paycom is ahead on none of them; the closest of the 6 Sapia.ai leads is Article 11 Technical Documentation, Paycom 68 to Sapia.ai 70. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Paycom 38, Sapia.ai 52 — and at an 18% weight it carries 41% of the weighted advantage Sapia.ai holds across the 6 criteria on that side of the table.
Vendor profile
Paycom
Paycom is a single-database human capital management and payroll platform whose applicant tracking system automates recruiting with resume parsing, keyword/knockout candidate filtering, automated correspondence, generative job-description writing, and a command-driven AI data-query engine (IWant).
Vendor profile
Sapia.ai
Structured, text-based chat interview that scores candidates on personality (HEXACO) and competency traits - with no video, audio, or demographic data used.
§ The record
Paycom is filed under ATS-integrated AI, Sapia.ai 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 Sapia.ai is in scope of Mobley v. Workday.
| Record | Paycom | Sapia.ai |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | AU |
| Founded | 1998 | 2013 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 41% of the movement so far
Bias Audit Transparency
Paycom 38 · Sapia.ai 52
2.5 weighted points to Sapia.ai
12% weight · 65% of the movement so far
Post-Market Monitoring
Paycom 38 · Sapia.ai 50
1.4 weighted points to Sapia.ai
12% weight · 79% of the movement so far
Human Oversight Design
Paycom 55 · Sapia.ai 62
0.8 weighted points to Sapia.ai
15% weight · 91% of the movement so far
FRIA Support
Paycom 30 · Sapia.ai 35
0.8 weighted points to Sapia.ai
20% weight · 97% of the movement so far
Article 11 Technical Documentation
Paycom 68 · Sapia.ai 70
0.4 weighted points to Sapia.ai
8% weight · 100% of the movement so far
Customer Documentation
Paycom 60 · Sapia.ai 62
0.2 weighted points to Sapia.ai
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -6.1 — the difference between the two totals before either is rounded. Shares are of 6.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -6 beside that -6.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Paycom minus Sapia.ai.
| Category | Weight | Paycom | Sapia.ai | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 68 | 70 | -2 | -0.4 |
| Bias Audit Transparency | 18% | 38 | 52 | -14 | -2.5 |
| FRIA Support | 15% | 30 | 35 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 62 | 62 | - | - |
| Human Oversight Design | 12% | 55 | 62 | -7 | -0.8 |
| Post-Market Monitoring | 12% | 38 | 50 | -12 | -1.4 |
| Customer Documentation | 8% | 60 | 62 | -2 | -0.2 |
| Total | 100% | 50 (F) | 56 (F) | -6 | -6.1 |
§ 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 | Paycom | Sapia.ai | ||||
|---|---|---|---|---|---|---|---|
| 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 domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domain | 2 | 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 | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | 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% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 7 | Audit reportSources on the vendor's own domain | 16 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
Paycom has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 7 documented absences; Sapia.ai has 20 evidence rows across 7 of 7 criteria — 16 with a source URL, 4 documented absences; some documentation or audit rows for Sapia.ai 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: 20 for Paycom, across 1 distinct source domain, and 20 for Sapia.ai, across 2 distinct source domains.
- Rubric
- v1.0
- Paycom last reviewed
- July 17, 2026 · HireAIScore editorial team
- Sapia.ai 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