§ The result
Paycom takes the total, Avature takes more of the criteria.
Paycom holds a 2-point edge over Avature under rubric v1.0, 50 to 48, with both scored in the ATS-integrated cohort. Avature leads more of the criteria than Paycom — 4 to 2 — but Article 11 Technical Documentation, which Paycom leads, carries 20% of the rubric, and the weighted sum still falls to Paycom. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Avature 55, Paycom 68) and the heaviest weighted swing, and at 20% weight it makes up 81% of the weighted advantage Paycom holds across the 2 criteria it leads.
Vendor profile
Avature
Avature is an enterprise talent acquisition and talent management platform (recruiting CRM, ATS, onboarding and internal mobility) with built-in AI for semantic search, explainable weighted candidate matching and ranking, candidate fraud detection and configurable recruiting agents.
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).
§ The record
Avature and Paycom are both filed under ATS-integrated 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.
| Record | Avature | Paycom |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 2004 | 1998 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 55% of the movement so far
Article 11 Technical Documentation
Avature 55 · Paycom 68
2.6 weighted points to Paycom
15% weight · 68% of the movement so far
Data Governance Disclosure
Avature 58 · Paycom 62
0.6 weighted points to Paycom
12% weight · 81% of the movement so far
Human Oversight Design
Avature 60 · Paycom 55
0.6 weighted points to Avature
18% weight · 89% of the movement so far
Bias Audit Transparency
Avature 40 · Paycom 38
0.4 weighted points to Avature
15% weight · 95% of the movement so far
FRIA Support
Avature 32 · Paycom 30
0.3 weighted points to Avature
12% weight · 100% of the movement so far
Post-Market Monitoring
Avature 40 · Paycom 38
0.2 weighted points to Avature
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -1.7 — the difference between the two totals before either is rounded. Shares are of 4.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -2 beside that -1.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Avature minus Paycom.
| Category | Weight | Avature | Paycom | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 55 | 68 | -13 | -2.6 |
| Bias Audit Transparency | 18% | 40 | 38 | +2 | +0.4 |
| FRIA Support | 15% | 32 | 30 | +2 | +0.3 |
| Data Governance Disclosure | 15% | 58 | 62 | -4 | -0.6 |
| Human Oversight Design | 12% | 60 | 55 | +5 | +0.6 |
| Post-Market Monitoring | 12% | 40 | 38 | +2 | +0.2 |
| Customer Documentation | 8% | 60 | 60 | - | - |
| Total | 100% | 48 (F) | 50 (F) | -2 | -1.7 |
§ 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 | Avature | Paycom | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | — | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 5 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 28 | 6 | Sources on the vendor's own domainSources on a separate domain | 13 | 7 | Audit reportSources on the vendor's own domain |
Avature has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 documented absences; Paycom has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 7 documented absences; some documentation or audit rows for Avature sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 54 evidence rows on file for these two vendors: 34 for Avature, across 3 distinct source domains, and 20 for Paycom, across 1 distinct source domain.
- Rubric
- v1.0
- Avature last reviewed
- September 25, 2026 · HireAIScore editorial team
- Paycom last reviewed
- July 17, 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